First Steps with Jolideco

In this short tutorial we will demonstrate how to use Jolideco to perform image deconvolution using uniform prior and a patch prior. This will motivate the usage of the patch prior and set the stage for later more complex examples.

import numpy as np
from jolideco import MAPDeconvolver, MAPDeconvolverResult
from jolideco.models import SpatialFluxComponent
from jolideco.data import gauss_and_point_sources_gauss_psf
from jolideco.utils.plot import plot_example_dataset
from jolideco.priors import GMMPatchPrior, GaussianMixtureModel
import matplotlib.pyplot as plt
from astropy.visualization import simple_norm

random_state = np.random.RandomState(428723)

We first create some synthetic data:

data = gauss_and_point_sources_gauss_psf(random_state=random_state, source_level=5000)
print(data.keys())

dict_keys(['counts', 'psf', 'exposure', 'background', 'flux'])

The data variable is a dict containing the “counts”, “psf”, “exposure”, “background” and ground truth for flux. We can illustrate the data using:

plot_example_dataset(data)

The example data contains four point sources, each with a different flux and an extended source with a Gaussian shape in the center of the image. The point spread function (PSF) is a Gaussian with a sigma of 2 pixels. The important thing to note here is that the image contains both point sources and an extended source. This is a typical situation in real astronomical images and we will use this example to demonstrate how to this challenges the deconvolution process.

To deconvolve the image we first create a model component with a random initial guess:

flux_init = random_state.gamma(30, size=(32, 32))

component = SpatialFluxComponent.from_numpy(flux=flux_init)

plt.imshow(flux_init, origin="lower")
plt.show()

The model component is an image with the same shape as the data.

Next we create the deconvolver object and define the number of epochs to use:

deconvolver = MAPDeconvolver(n_epochs=1000)
print(deconvolver)

MAPDeconvolver
--------------

  n_epochs              : 1000
  beta                  : 1
  learning_rate         : 0.100
  compute_error         : False
  stop_early            : False
  stop_early_n_average  : 10
  display_progress      : True
  device                : cpu
  optimizer             : adam

We use the convention common in machine learning and define an epoch as one pass through the data. In this case we only have one observation, but we will later simulate multiple observations.

Before running the deconvolution we have to assign the PSF to the model component and finally we run the deconvolution by using:

data["psf"] = {"flux": data["psf"]}
result = deconvolver.run(datasets={"obs-1": data}, components=component)

  0%|          | 0/1000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 0/1000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 1/1000 [00:00<00:06, 156.99it/s, datasets_total=22.3, priors_total=0, total=22.3]
Epoch 2:   0%|          | 1/1000 [00:00<00:06, 153.00it/s, datasets_total=22.3, priors_total=0, total=22.3]
Epoch 2:   0%|          | 2/1000 [00:00<00:05, 195.56it/s, datasets_total=20.1, priors_total=0, total=20.1]
Epoch 3:   0%|          | 2/1000 [00:00<00:05, 192.67it/s, datasets_total=20.1, priors_total=0, total=20.1]
Epoch 3:   0%|          | 3/1000 [00:00<00:04, 217.27it/s, datasets_total=18.2, priors_total=0, total=18.2]
Epoch 4:   0%|          | 3/1000 [00:00<00:04, 214.98it/s, datasets_total=18.2, priors_total=0, total=18.2]
Epoch 4:   0%|          | 4/1000 [00:00<00:04, 230.03it/s, datasets_total=16.5, priors_total=0, total=16.5]
Epoch 5:   0%|          | 4/1000 [00:00<00:04, 227.66it/s, datasets_total=16.5, priors_total=0, total=16.5]
Epoch 5:   0%|          | 5/1000 [00:00<00:04, 239.21it/s, datasets_total=14.9, priors_total=0, total=14.9]
Epoch 6:   0%|          | 5/1000 [00:00<00:04, 237.66it/s, datasets_total=14.9, priors_total=0, total=14.9]
Epoch 6:   1%|          | 6/1000 [00:00<00:04, 246.01it/s, datasets_total=13.6, priors_total=0, total=13.6]
Epoch 7:   1%|          | 6/1000 [00:00<00:04, 244.65it/s, datasets_total=13.6, priors_total=0, total=13.6]
Epoch 7:   1%|          | 7/1000 [00:00<00:03, 251.51it/s, datasets_total=12.4, priors_total=0, total=12.4]
Epoch 8:   1%|          | 7/1000 [00:00<00:03, 250.29it/s, datasets_total=12.4, priors_total=0, total=12.4]
Epoch 8:   1%|          | 8/1000 [00:00<00:03, 254.05it/s, datasets_total=11.3, priors_total=0, total=11.3]
Epoch 9:   1%|          | 8/1000 [00:00<00:03, 252.96it/s, datasets_total=11.3, priors_total=0, total=11.3]
Epoch 9:   1%|          | 9/1000 [00:00<00:03, 257.55it/s, datasets_total=10.3, priors_total=0, total=10.3]
Epoch 10:   1%|          | 9/1000 [00:00<00:03, 256.54it/s, datasets_total=10.3, priors_total=0, total=10.3]
Epoch 10:   1%|          | 10/1000 [00:00<00:03, 260.76it/s, datasets_total=9.5, priors_total=0, total=9.5]
Epoch 11:   1%|          | 10/1000 [00:00<00:03, 259.85it/s, datasets_total=9.5, priors_total=0, total=9.5]
Epoch 11:   1%|          | 11/1000 [00:00<00:03, 263.70it/s, datasets_total=8.77, priors_total=0, total=8.77]
Epoch 12:   1%|          | 11/1000 [00:00<00:03, 262.61it/s, datasets_total=8.77, priors_total=0, total=8.77]
Epoch 12:   1%|          | 12/1000 [00:00<00:03, 265.81it/s, datasets_total=8.13, priors_total=0, total=8.13]
Epoch 13:   1%|          | 12/1000 [00:00<00:03, 265.02it/s, datasets_total=8.13, priors_total=0, total=8.13]
Epoch 13:   1%|▏         | 13/1000 [00:00<00:03, 267.57it/s, datasets_total=7.56, priors_total=0, total=7.56]
Epoch 14:   1%|▏         | 13/1000 [00:00<00:03, 252.96it/s, datasets_total=7.56, priors_total=0, total=7.56]
Epoch 14:   1%|▏         | 14/1000 [00:00<00:03, 255.90it/s, datasets_total=7.07, priors_total=0, total=7.07]
Epoch 15:   1%|▏         | 14/1000 [00:00<00:03, 255.19it/s, datasets_total=7.07, priors_total=0, total=7.07]
Epoch 15:   2%|▏         | 15/1000 [00:00<00:03, 258.11it/s, datasets_total=6.63, priors_total=0, total=6.63]
Epoch 16:   2%|▏         | 15/1000 [00:00<00:03, 257.50it/s, datasets_total=6.63, priors_total=0, total=6.63]
Epoch 16:   2%|▏         | 16/1000 [00:00<00:03, 260.26it/s, datasets_total=6.25, priors_total=0, total=6.25]
Epoch 17:   2%|▏         | 16/1000 [00:00<00:03, 259.67it/s, datasets_total=6.25, priors_total=0, total=6.25]
Epoch 17:   2%|▏         | 17/1000 [00:00<00:03, 261.93it/s, datasets_total=5.91, priors_total=0, total=5.91]
Epoch 18:   2%|▏         | 17/1000 [00:00<00:03, 261.38it/s, datasets_total=5.91, priors_total=0, total=5.91]
Epoch 18:   2%|▏         | 18/1000 [00:00<00:03, 263.54it/s, datasets_total=5.6, priors_total=0, total=5.6]
Epoch 19:   2%|▏         | 18/1000 [00:00<00:03, 263.02it/s, datasets_total=5.6, priors_total=0, total=5.6]
Epoch 19:   2%|▏         | 19/1000 [00:00<00:03, 265.06it/s, datasets_total=5.33, priors_total=0, total=5.33]
Epoch 20:   2%|▏         | 19/1000 [00:00<00:03, 264.54it/s, datasets_total=5.33, priors_total=0, total=5.33]
Epoch 20:   2%|▏         | 20/1000 [00:00<00:03, 266.07it/s, datasets_total=5.08, priors_total=0, total=5.08]
Epoch 21:   2%|▏         | 20/1000 [00:00<00:03, 265.59it/s, datasets_total=5.08, priors_total=0, total=5.08]
Epoch 21:   2%|▏         | 21/1000 [00:00<00:03, 267.29it/s, datasets_total=4.85, priors_total=0, total=4.85]
Epoch 22:   2%|▏         | 21/1000 [00:00<00:03, 266.83it/s, datasets_total=4.85, priors_total=0, total=4.85]
Epoch 22:   2%|▏         | 22/1000 [00:00<00:03, 268.50it/s, datasets_total=4.65, priors_total=0, total=4.65]
Epoch 23:   2%|▏         | 22/1000 [00:00<00:03, 268.06it/s, datasets_total=4.65, priors_total=0, total=4.65]
Epoch 23:   2%|▏         | 23/1000 [00:00<00:03, 269.60it/s, datasets_total=4.47, priors_total=0, total=4.47]
Epoch 24:   2%|▏         | 23/1000 [00:00<00:03, 269.17it/s, datasets_total=4.47, priors_total=0, total=4.47]
Epoch 24:   2%|▏         | 24/1000 [00:00<00:03, 270.46it/s, datasets_total=4.3, priors_total=0, total=4.3]
Epoch 25:   2%|▏         | 24/1000 [00:00<00:03, 270.05it/s, datasets_total=4.3, priors_total=0, total=4.3]
Epoch 25:   2%|▎         | 25/1000 [00:00<00:03, 271.40it/s, datasets_total=4.15, priors_total=0, total=4.15]
Epoch 26:   2%|▎         | 25/1000 [00:00<00:03, 270.98it/s, datasets_total=4.15, priors_total=0, total=4.15]
Epoch 26:   3%|▎         | 26/1000 [00:00<00:03, 272.15it/s, datasets_total=4.01, priors_total=0, total=4.01]
Epoch 27:   3%|▎         | 26/1000 [00:00<00:03, 271.76it/s, datasets_total=4.01, priors_total=0, total=4.01]
Epoch 27:   3%|▎         | 27/1000 [00:00<00:03, 272.87it/s, datasets_total=3.89, priors_total=0, total=3.89]
Epoch 28:   3%|▎         | 27/1000 [00:00<00:03, 272.49it/s, datasets_total=3.89, priors_total=0, total=3.89]
Epoch 28:   3%|▎         | 28/1000 [00:00<00:03, 277.44it/s, datasets_total=3.89, priors_total=0, total=3.89]
Epoch 28:   3%|▎         | 28/1000 [00:00<00:03, 277.44it/s, datasets_total=3.78, priors_total=0, total=3.78]
Epoch 29:   3%|▎         | 28/1000 [00:00<00:03, 277.44it/s, datasets_total=3.78, priors_total=0, total=3.78]
Epoch 29:   3%|▎         | 29/1000 [00:00<00:03, 277.44it/s, datasets_total=3.68, priors_total=0, total=3.68]
Epoch 30:   3%|▎         | 29/1000 [00:00<00:03, 277.44it/s, datasets_total=3.68, priors_total=0, total=3.68]
Epoch 30:   3%|▎         | 30/1000 [00:00<00:03, 277.44it/s, datasets_total=3.59, priors_total=0, total=3.59]
Epoch 31:   3%|▎         | 30/1000 [00:00<00:03, 277.44it/s, datasets_total=3.59, priors_total=0, total=3.59]
Epoch 31:   3%|▎         | 31/1000 [00:00<00:03, 277.44it/s, datasets_total=3.51, priors_total=0, total=3.51]
Epoch 32:   3%|▎         | 31/1000 [00:00<00:03, 277.44it/s, datasets_total=3.51, priors_total=0, total=3.51]
Epoch 32:   3%|▎         | 32/1000 [00:00<00:03, 277.44it/s, datasets_total=3.44, priors_total=0, total=3.44]
Epoch 33:   3%|▎         | 32/1000 [00:00<00:03, 277.44it/s, datasets_total=3.44, priors_total=0, total=3.44]
Epoch 33:   3%|▎         | 33/1000 [00:00<00:03, 277.44it/s, datasets_total=3.37, priors_total=0, total=3.37]
Epoch 34:   3%|▎         | 33/1000 [00:00<00:03, 277.44it/s, datasets_total=3.37, priors_total=0, total=3.37]
Epoch 34:   3%|▎         | 34/1000 [00:00<00:03, 277.44it/s, datasets_total=3.31, priors_total=0, total=3.31]
Epoch 35:   3%|▎         | 34/1000 [00:00<00:03, 277.44it/s, datasets_total=3.31, priors_total=0, total=3.31]
Epoch 35:   4%|▎         | 35/1000 [00:00<00:03, 277.44it/s, datasets_total=3.25, priors_total=0, total=3.25]
Epoch 36:   4%|▎         | 35/1000 [00:00<00:03, 277.44it/s, datasets_total=3.25, priors_total=0, total=3.25]
Epoch 36:   4%|▎         | 36/1000 [00:00<00:03, 277.44it/s, datasets_total=3.2, priors_total=0, total=3.2]
Epoch 37:   4%|▎         | 36/1000 [00:00<00:03, 277.44it/s, datasets_total=3.2, priors_total=0, total=3.2]
Epoch 37:   4%|▎         | 37/1000 [00:00<00:03, 277.44it/s, datasets_total=3.15, priors_total=0, total=3.15]
Epoch 38:   4%|▎         | 37/1000 [00:00<00:03, 277.44it/s, datasets_total=3.15, priors_total=0, total=3.15]
Epoch 38:   4%|▍         | 38/1000 [00:00<00:03, 277.44it/s, datasets_total=3.11, priors_total=0, total=3.11]
Epoch 39:   4%|▍         | 38/1000 [00:00<00:03, 277.44it/s, datasets_total=3.11, priors_total=0, total=3.11]
Epoch 39:   4%|▍         | 39/1000 [00:00<00:03, 277.44it/s, datasets_total=3.07, priors_total=0, total=3.07]
Epoch 40:   4%|▍         | 39/1000 [00:00<00:03, 277.44it/s, datasets_total=3.07, priors_total=0, total=3.07]
Epoch 40:   4%|▍         | 40/1000 [00:00<00:03, 277.44it/s, datasets_total=3.03, priors_total=0, total=3.03]
Epoch 41:   4%|▍         | 40/1000 [00:00<00:03, 277.44it/s, datasets_total=3.03, priors_total=0, total=3.03]
Epoch 41:   4%|▍         | 41/1000 [00:00<00:03, 277.44it/s, datasets_total=2.99, priors_total=0, total=2.99]
Epoch 42:   4%|▍         | 41/1000 [00:00<00:03, 277.44it/s, datasets_total=2.99, priors_total=0, total=2.99]
Epoch 42:   4%|▍         | 42/1000 [00:00<00:03, 277.44it/s, datasets_total=2.96, priors_total=0, total=2.96]
Epoch 43:   4%|▍         | 42/1000 [00:00<00:03, 277.44it/s, datasets_total=2.96, priors_total=0, total=2.96]
Epoch 43:   4%|▍         | 43/1000 [00:00<00:03, 277.44it/s, datasets_total=2.93, priors_total=0, total=2.93]
Epoch 44:   4%|▍         | 43/1000 [00:00<00:03, 277.44it/s, datasets_total=2.93, priors_total=0, total=2.93]
Epoch 44:   4%|▍         | 44/1000 [00:00<00:03, 277.44it/s, datasets_total=2.9, priors_total=0, total=2.9]
Epoch 45:   4%|▍         | 44/1000 [00:00<00:03, 277.44it/s, datasets_total=2.9, priors_total=0, total=2.9]
Epoch 45:   4%|▍         | 45/1000 [00:00<00:03, 277.44it/s, datasets_total=2.87, priors_total=0, total=2.87]
Epoch 46:   4%|▍         | 45/1000 [00:00<00:03, 277.44it/s, datasets_total=2.87, priors_total=0, total=2.87]
Epoch 46:   5%|▍         | 46/1000 [00:00<00:03, 277.44it/s, datasets_total=2.85, priors_total=0, total=2.85]
Epoch 47:   5%|▍         | 46/1000 [00:00<00:03, 277.44it/s, datasets_total=2.85, priors_total=0, total=2.85]
Epoch 47:   5%|▍         | 47/1000 [00:00<00:03, 277.44it/s, datasets_total=2.82, priors_total=0, total=2.82]
Epoch 48:   5%|▍         | 47/1000 [00:00<00:03, 277.44it/s, datasets_total=2.82, priors_total=0, total=2.82]
Epoch 48:   5%|▍         | 48/1000 [00:00<00:03, 277.44it/s, datasets_total=2.8, priors_total=0, total=2.8]
Epoch 49:   5%|▍         | 48/1000 [00:00<00:03, 277.44it/s, datasets_total=2.8, priors_total=0, total=2.8]
Epoch 49:   5%|▍         | 49/1000 [00:00<00:03, 277.44it/s, datasets_total=2.78, priors_total=0, total=2.78]
Epoch 50:   5%|▍         | 49/1000 [00:00<00:03, 277.44it/s, datasets_total=2.78, priors_total=0, total=2.78]
Epoch 50:   5%|▌         | 50/1000 [00:00<00:03, 277.44it/s, datasets_total=2.76, priors_total=0, total=2.76]
Epoch 51:   5%|▌         | 50/1000 [00:00<00:03, 277.44it/s, datasets_total=2.76, priors_total=0, total=2.76]
Epoch 51:   5%|▌         | 51/1000 [00:00<00:03, 277.44it/s, datasets_total=2.74, priors_total=0, total=2.74]
Epoch 52:   5%|▌         | 51/1000 [00:00<00:03, 277.44it/s, datasets_total=2.74, priors_total=0, total=2.74]
Epoch 52:   5%|▌         | 52/1000 [00:00<00:03, 277.44it/s, datasets_total=2.72, priors_total=0, total=2.72]
Epoch 53:   5%|▌         | 52/1000 [00:00<00:03, 277.44it/s, datasets_total=2.72, priors_total=0, total=2.72]
Epoch 53:   5%|▌         | 53/1000 [00:00<00:03, 277.44it/s, datasets_total=2.71, priors_total=0, total=2.71]
Epoch 54:   5%|▌         | 53/1000 [00:00<00:03, 277.44it/s, datasets_total=2.71, priors_total=0, total=2.71]
Epoch 54:   5%|▌         | 54/1000 [00:00<00:03, 277.44it/s, datasets_total=2.69, priors_total=0, total=2.69]
Epoch 55:   5%|▌         | 54/1000 [00:00<00:03, 277.44it/s, datasets_total=2.69, priors_total=0, total=2.69]
Epoch 55:   6%|▌         | 55/1000 [00:00<00:03, 277.44it/s, datasets_total=2.68, priors_total=0, total=2.68]
Epoch 56:   6%|▌         | 55/1000 [00:00<00:03, 277.44it/s, datasets_total=2.68, priors_total=0, total=2.68]
Epoch 56:   6%|▌         | 56/1000 [00:00<00:03, 277.44it/s, datasets_total=2.66, priors_total=0, total=2.66]
Epoch 57:   6%|▌         | 56/1000 [00:00<00:03, 277.44it/s, datasets_total=2.66, priors_total=0, total=2.66]
Epoch 57:   6%|▌         | 57/1000 [00:00<00:03, 283.93it/s, datasets_total=2.66, priors_total=0, total=2.66]
Epoch 57:   6%|▌         | 57/1000 [00:00<00:03, 283.93it/s, datasets_total=2.65, priors_total=0, total=2.65]
Epoch 58:   6%|▌         | 57/1000 [00:00<00:03, 283.93it/s, datasets_total=2.65, priors_total=0, total=2.65]
Epoch 58:   6%|▌         | 58/1000 [00:00<00:03, 283.93it/s, datasets_total=2.64, priors_total=0, total=2.64]
Epoch 59:   6%|▌         | 58/1000 [00:00<00:03, 283.93it/s, datasets_total=2.64, priors_total=0, total=2.64]
Epoch 59:   6%|▌         | 59/1000 [00:00<00:03, 283.93it/s, datasets_total=2.63, priors_total=0, total=2.63]
Epoch 60:   6%|▌         | 59/1000 [00:00<00:03, 283.93it/s, datasets_total=2.63, priors_total=0, total=2.63]
Epoch 60:   6%|▌         | 60/1000 [00:00<00:03, 283.93it/s, datasets_total=2.62, priors_total=0, total=2.62]
Epoch 61:   6%|▌         | 60/1000 [00:00<00:03, 283.93it/s, datasets_total=2.62, priors_total=0, total=2.62]
Epoch 61:   6%|▌         | 61/1000 [00:00<00:03, 283.93it/s, datasets_total=2.61, priors_total=0, total=2.61]
Epoch 62:   6%|▌         | 61/1000 [00:00<00:03, 283.93it/s, datasets_total=2.61, priors_total=0, total=2.61]
Epoch 62:   6%|▌         | 62/1000 [00:00<00:03, 283.93it/s, datasets_total=2.6, priors_total=0, total=2.6]
Epoch 63:   6%|▌         | 62/1000 [00:00<00:03, 283.93it/s, datasets_total=2.6, priors_total=0, total=2.6]
Epoch 63:   6%|▋         | 63/1000 [00:00<00:03, 283.93it/s, datasets_total=2.59, priors_total=0, total=2.59]
Epoch 64:   6%|▋         | 63/1000 [00:00<00:03, 283.93it/s, datasets_total=2.59, priors_total=0, total=2.59]
Epoch 64:   6%|▋         | 64/1000 [00:00<00:03, 283.93it/s, datasets_total=2.58, priors_total=0, total=2.58]
Epoch 65:   6%|▋         | 64/1000 [00:00<00:03, 283.93it/s, datasets_total=2.58, priors_total=0, total=2.58]
Epoch 65:   6%|▋         | 65/1000 [00:00<00:03, 283.93it/s, datasets_total=2.57, priors_total=0, total=2.57]
Epoch 66:   6%|▋         | 65/1000 [00:00<00:03, 283.93it/s, datasets_total=2.57, priors_total=0, total=2.57]
Epoch 66:   7%|▋         | 66/1000 [00:00<00:03, 283.93it/s, datasets_total=2.56, priors_total=0, total=2.56]
Epoch 67:   7%|▋         | 66/1000 [00:00<00:03, 283.93it/s, datasets_total=2.56, priors_total=0, total=2.56]
Epoch 67:   7%|▋         | 67/1000 [00:00<00:03, 283.93it/s, datasets_total=2.55, priors_total=0, total=2.55]
Epoch 68:   7%|▋         | 67/1000 [00:00<00:03, 283.93it/s, datasets_total=2.55, priors_total=0, total=2.55]
Epoch 68:   7%|▋         | 68/1000 [00:00<00:03, 283.93it/s, datasets_total=2.54, priors_total=0, total=2.54]
Epoch 69:   7%|▋         | 68/1000 [00:00<00:03, 283.93it/s, datasets_total=2.54, priors_total=0, total=2.54]
Epoch 69:   7%|▋         | 69/1000 [00:00<00:03, 283.93it/s, datasets_total=2.53, priors_total=0, total=2.53]
Epoch 70:   7%|▋         | 69/1000 [00:00<00:03, 283.93it/s, datasets_total=2.53, priors_total=0, total=2.53]
Epoch 70:   7%|▋         | 70/1000 [00:00<00:03, 283.93it/s, datasets_total=2.52, priors_total=0, total=2.52]
Epoch 71:   7%|▋         | 70/1000 [00:00<00:03, 283.93it/s, datasets_total=2.52, priors_total=0, total=2.52]
Epoch 71:   7%|▋         | 71/1000 [00:00<00:03, 283.93it/s, datasets_total=2.52, priors_total=0, total=2.52]
Epoch 72:   7%|▋         | 71/1000 [00:00<00:03, 283.93it/s, datasets_total=2.52, priors_total=0, total=2.52]
Epoch 72:   7%|▋         | 72/1000 [00:00<00:03, 283.93it/s, datasets_total=2.51, priors_total=0, total=2.51]
Epoch 73:   7%|▋         | 72/1000 [00:00<00:03, 283.93it/s, datasets_total=2.51, priors_total=0, total=2.51]
Epoch 73:   7%|▋         | 73/1000 [00:00<00:03, 283.93it/s, datasets_total=2.5, priors_total=0, total=2.5]
Epoch 74:   7%|▋         | 73/1000 [00:00<00:03, 283.93it/s, datasets_total=2.5, priors_total=0, total=2.5]
Epoch 74:   7%|▋         | 74/1000 [00:00<00:03, 283.93it/s, datasets_total=2.5, priors_total=0, total=2.5]
Epoch 75:   7%|▋         | 74/1000 [00:00<00:03, 283.93it/s, datasets_total=2.5, priors_total=0, total=2.5]
Epoch 75:   8%|▊         | 75/1000 [00:00<00:03, 283.93it/s, datasets_total=2.49, priors_total=0, total=2.49]
Epoch 76:   8%|▊         | 75/1000 [00:00<00:03, 283.93it/s, datasets_total=2.49, priors_total=0, total=2.49]
Epoch 76:   8%|▊         | 76/1000 [00:00<00:03, 283.93it/s, datasets_total=2.48, priors_total=0, total=2.48]
Epoch 77:   8%|▊         | 76/1000 [00:00<00:03, 283.93it/s, datasets_total=2.48, priors_total=0, total=2.48]
Epoch 77:   8%|▊         | 77/1000 [00:00<00:03, 283.93it/s, datasets_total=2.48, priors_total=0, total=2.48]
Epoch 78:   8%|▊         | 77/1000 [00:00<00:03, 283.93it/s, datasets_total=2.48, priors_total=0, total=2.48]
Epoch 78:   8%|▊         | 78/1000 [00:00<00:03, 283.93it/s, datasets_total=2.47, priors_total=0, total=2.47]
Epoch 79:   8%|▊         | 78/1000 [00:00<00:03, 283.93it/s, datasets_total=2.47, priors_total=0, total=2.47]
Epoch 79:   8%|▊         | 79/1000 [00:00<00:03, 283.93it/s, datasets_total=2.47, priors_total=0, total=2.47]
Epoch 80:   8%|▊         | 79/1000 [00:00<00:03, 283.93it/s, datasets_total=2.47, priors_total=0, total=2.47]
Epoch 80:   8%|▊         | 80/1000 [00:00<00:03, 283.93it/s, datasets_total=2.46, priors_total=0, total=2.46]
Epoch 81:   8%|▊         | 80/1000 [00:00<00:03, 283.93it/s, datasets_total=2.46, priors_total=0, total=2.46]
Epoch 81:   8%|▊         | 81/1000 [00:00<00:03, 283.93it/s, datasets_total=2.46, priors_total=0, total=2.46]
Epoch 82:   8%|▊         | 81/1000 [00:00<00:03, 283.93it/s, datasets_total=2.46, priors_total=0, total=2.46]
Epoch 82:   8%|▊         | 82/1000 [00:00<00:03, 283.93it/s, datasets_total=2.45, priors_total=0, total=2.45]
Epoch 83:   8%|▊         | 82/1000 [00:00<00:03, 283.93it/s, datasets_total=2.45, priors_total=0, total=2.45]
Epoch 83:   8%|▊         | 83/1000 [00:00<00:03, 283.93it/s, datasets_total=2.45, priors_total=0, total=2.45]
Epoch 84:   8%|▊         | 83/1000 [00:00<00:03, 283.93it/s, datasets_total=2.45, priors_total=0, total=2.45]
Epoch 84:   8%|▊         | 84/1000 [00:00<00:03, 283.93it/s, datasets_total=2.44, priors_total=0, total=2.44]
Epoch 85:   8%|▊         | 84/1000 [00:00<00:03, 283.93it/s, datasets_total=2.44, priors_total=0, total=2.44]
Epoch 85:   8%|▊         | 85/1000 [00:00<00:03, 283.93it/s, datasets_total=2.44, priors_total=0, total=2.44]
Epoch 86:   8%|▊         | 85/1000 [00:00<00:03, 283.93it/s, datasets_total=2.44, priors_total=0, total=2.44]
Epoch 86:   9%|▊         | 86/1000 [00:00<00:03, 283.93it/s, datasets_total=2.43, priors_total=0, total=2.43]
Epoch 87:   9%|▊         | 86/1000 [00:00<00:03, 283.93it/s, datasets_total=2.43, priors_total=0, total=2.43]
Epoch 87:   9%|▊         | 87/1000 [00:00<00:03, 288.09it/s, datasets_total=2.43, priors_total=0, total=2.43]
Epoch 87:   9%|▊         | 87/1000 [00:00<00:03, 288.09it/s, datasets_total=2.43, priors_total=0, total=2.43]
Epoch 88:   9%|▊         | 87/1000 [00:00<00:03, 288.09it/s, datasets_total=2.43, priors_total=0, total=2.43]
Epoch 88:   9%|▉         | 88/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 89:   9%|▉         | 88/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 89:   9%|▉         | 89/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 90:   9%|▉         | 89/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 90:   9%|▉         | 90/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 91:   9%|▉         | 90/1000 [00:00<00:03, 288.09it/s, datasets_total=2.42, priors_total=0, total=2.42]
Epoch 91:   9%|▉         | 91/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 92:   9%|▉         | 91/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 92:   9%|▉         | 92/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 93:   9%|▉         | 92/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 93:   9%|▉         | 93/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 94:   9%|▉         | 93/1000 [00:00<00:03, 288.09it/s, datasets_total=2.41, priors_total=0, total=2.41]
Epoch 94:   9%|▉         | 94/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 95:   9%|▉         | 94/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 95:  10%|▉         | 95/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 96:  10%|▉         | 95/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 96:  10%|▉         | 96/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 97:  10%|▉         | 96/1000 [00:00<00:03, 288.09it/s, datasets_total=2.4, priors_total=0, total=2.4]
Epoch 97:  10%|▉         | 97/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 98:  10%|▉         | 97/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 98:  10%|▉         | 98/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 99:  10%|▉         | 98/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 99:  10%|▉         | 99/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 100:  10%|▉         | 99/1000 [00:00<00:03, 288.09it/s, datasets_total=2.39, priors_total=0, total=2.39]
Epoch 100:  10%|█         | 100/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 101:  10%|█         | 100/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 101:  10%|█         | 101/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 102:  10%|█         | 101/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 102:  10%|█         | 102/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 103:  10%|█         | 102/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 103:  10%|█         | 103/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 104:  10%|█         | 103/1000 [00:00<00:03, 288.09it/s, datasets_total=2.38, priors_total=0, total=2.38]
Epoch 104:  10%|█         | 104/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 105:  10%|█         | 104/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 105:  10%|█         | 105/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 106:  10%|█         | 105/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 106:  11%|█         | 106/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 107:  11%|█         | 106/1000 [00:00<00:03, 288.09it/s, datasets_total=2.37, priors_total=0, total=2.37]
Epoch 107:  11%|█         | 107/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 108:  11%|█         | 107/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 108:  11%|█         | 108/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 109:  11%|█         | 108/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 109:  11%|█         | 109/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 110:  11%|█         | 109/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 110:  11%|█         | 110/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 111:  11%|█         | 110/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 111:  11%|█         | 111/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 112:  11%|█         | 111/1000 [00:00<00:03, 288.09it/s, datasets_total=2.36, priors_total=0, total=2.36]
Epoch 112:  11%|█         | 112/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 113:  11%|█         | 112/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 113:  11%|█▏        | 113/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 114:  11%|█▏        | 113/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 114:  11%|█▏        | 114/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 115:  11%|█▏        | 114/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 115:  12%|█▏        | 115/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 116:  12%|█▏        | 115/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 116:  12%|█▏        | 116/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 117:  12%|█▏        | 116/1000 [00:00<00:03, 288.09it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 117:  12%|█▏        | 117/1000 [00:00<00:03, 288.97it/s, datasets_total=2.35, priors_total=0, total=2.35]
Epoch 117:  12%|█▏        | 117/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 118:  12%|█▏        | 117/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 118:  12%|█▏        | 118/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 119:  12%|█▏        | 118/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 119:  12%|█▏        | 119/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 120:  12%|█▏        | 119/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 120:  12%|█▏        | 120/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 121:  12%|█▏        | 120/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 121:  12%|█▏        | 121/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 122:  12%|█▏        | 121/1000 [00:00<00:03, 288.97it/s, datasets_total=2.34, priors_total=0, total=2.34]
Epoch 122:  12%|█▏        | 122/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 123:  12%|█▏        | 122/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 123:  12%|█▏        | 123/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 124:  12%|█▏        | 123/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 124:  12%|█▏        | 124/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 125:  12%|█▏        | 124/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 125:  12%|█▎        | 125/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 126:  12%|█▎        | 125/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 126:  13%|█▎        | 126/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 127:  13%|█▎        | 126/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 127:  13%|█▎        | 127/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 128:  13%|█▎        | 127/1000 [00:00<00:03, 288.97it/s, datasets_total=2.33, priors_total=0, total=2.33]
Epoch 128:  13%|█▎        | 128/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 129:  13%|█▎        | 128/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 129:  13%|█▎        | 129/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 130:  13%|█▎        | 129/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 130:  13%|█▎        | 130/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 131:  13%|█▎        | 130/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 131:  13%|█▎        | 131/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 132:  13%|█▎        | 131/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 132:  13%|█▎        | 132/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 133:  13%|█▎        | 132/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 133:  13%|█▎        | 133/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 134:  13%|█▎        | 133/1000 [00:00<00:03, 288.97it/s, datasets_total=2.32, priors_total=0, total=2.32]
Epoch 134:  13%|█▎        | 134/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 135:  13%|█▎        | 134/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 135:  14%|█▎        | 135/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 136:  14%|█▎        | 135/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 136:  14%|█▎        | 136/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 137:  14%|█▎        | 136/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 137:  14%|█▎        | 137/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 138:  14%|█▎        | 137/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 138:  14%|█▍        | 138/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 139:  14%|█▍        | 138/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 139:  14%|█▍        | 139/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 140:  14%|█▍        | 139/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 140:  14%|█▍        | 140/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 141:  14%|█▍        | 140/1000 [00:00<00:02, 288.97it/s, datasets_total=2.31, priors_total=0, total=2.31]
Epoch 141:  14%|█▍        | 141/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 142:  14%|█▍        | 141/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 142:  14%|█▍        | 142/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 143:  14%|█▍        | 142/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 143:  14%|█▍        | 143/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 144:  14%|█▍        | 143/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 144:  14%|█▍        | 144/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 145:  14%|█▍        | 144/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 145:  14%|█▍        | 145/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 146:  14%|█▍        | 145/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 146:  15%|█▍        | 146/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 147:  15%|█▍        | 146/1000 [00:00<00:02, 288.97it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 147:  15%|█▍        | 147/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 147:  15%|█▍        | 147/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 148:  15%|█▍        | 147/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 148:  15%|█▍        | 148/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 149:  15%|█▍        | 148/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 149:  15%|█▍        | 149/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 150:  15%|█▍        | 149/1000 [00:00<00:02, 290.12it/s, datasets_total=2.3, priors_total=0, total=2.3]
Epoch 150:  15%|█▌        | 150/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 151:  15%|█▌        | 150/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 151:  15%|█▌        | 151/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 152:  15%|█▌        | 151/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 152:  15%|█▌        | 152/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 153:  15%|█▌        | 152/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 153:  15%|█▌        | 153/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 154:  15%|█▌        | 153/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 154:  15%|█▌        | 154/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 155:  15%|█▌        | 154/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 155:  16%|█▌        | 155/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 156:  16%|█▌        | 155/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 156:  16%|█▌        | 156/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 157:  16%|█▌        | 156/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 157:  16%|█▌        | 157/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 158:  16%|█▌        | 157/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 158:  16%|█▌        | 158/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 159:  16%|█▌        | 158/1000 [00:00<00:02, 290.12it/s, datasets_total=2.29, priors_total=0, total=2.29]
Epoch 159:  16%|█▌        | 159/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 160:  16%|█▌        | 159/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 160:  16%|█▌        | 160/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 161:  16%|█▌        | 160/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 161:  16%|█▌        | 161/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 162:  16%|█▌        | 161/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 162:  16%|█▌        | 162/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 163:  16%|█▌        | 162/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 163:  16%|█▋        | 163/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 164:  16%|█▋        | 163/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 164:  16%|█▋        | 164/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 165:  16%|█▋        | 164/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 165:  16%|█▋        | 165/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 166:  16%|█▋        | 165/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 166:  17%|█▋        | 166/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 167:  17%|█▋        | 166/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 167:  17%|█▋        | 167/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 168:  17%|█▋        | 167/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 168:  17%|█▋        | 168/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 169:  17%|█▋        | 168/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 169:  17%|█▋        | 169/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 170:  17%|█▋        | 169/1000 [00:00<00:02, 290.12it/s, datasets_total=2.28, priors_total=0, total=2.28]
Epoch 170:  17%|█▋        | 170/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 171:  17%|█▋        | 170/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 171:  17%|█▋        | 171/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 172:  17%|█▋        | 171/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 172:  17%|█▋        | 172/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 173:  17%|█▋        | 172/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 173:  17%|█▋        | 173/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 174:  17%|█▋        | 173/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 174:  17%|█▋        | 174/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 175:  17%|█▋        | 174/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 175:  18%|█▊        | 175/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 176:  18%|█▊        | 175/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 176:  18%|█▊        | 176/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 177:  18%|█▊        | 176/1000 [00:00<00:02, 290.12it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 177:  18%|█▊        | 177/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 177:  18%|█▊        | 177/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 178:  18%|█▊        | 177/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 178:  18%|█▊        | 178/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 179:  18%|█▊        | 178/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 179:  18%|█▊        | 179/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 180:  18%|█▊        | 179/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 180:  18%|█▊        | 180/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 181:  18%|█▊        | 180/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 181:  18%|█▊        | 181/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 182:  18%|█▊        | 181/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 182:  18%|█▊        | 182/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 183:  18%|█▊        | 182/1000 [00:00<00:02, 290.78it/s, datasets_total=2.27, priors_total=0, total=2.27]
Epoch 183:  18%|█▊        | 183/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 184:  18%|█▊        | 183/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 184:  18%|█▊        | 184/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 185:  18%|█▊        | 184/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 185:  18%|█▊        | 185/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 186:  18%|█▊        | 185/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 186:  19%|█▊        | 186/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 187:  19%|█▊        | 186/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 187:  19%|█▊        | 187/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 188:  19%|█▊        | 187/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 188:  19%|█▉        | 188/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 189:  19%|█▉        | 188/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 189:  19%|█▉        | 189/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 190:  19%|█▉        | 189/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 190:  19%|█▉        | 190/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 191:  19%|█▉        | 190/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 191:  19%|█▉        | 191/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 192:  19%|█▉        | 191/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 192:  19%|█▉        | 192/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 193:  19%|█▉        | 192/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 193:  19%|█▉        | 193/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 194:  19%|█▉        | 193/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 194:  19%|█▉        | 194/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 195:  19%|█▉        | 194/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 195:  20%|█▉        | 195/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 196:  20%|█▉        | 195/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 196:  20%|█▉        | 196/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 197:  20%|█▉        | 196/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 197:  20%|█▉        | 197/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 198:  20%|█▉        | 197/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 198:  20%|█▉        | 198/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 199:  20%|█▉        | 198/1000 [00:00<00:02, 290.78it/s, datasets_total=2.26, priors_total=0, total=2.26]
Epoch 199:  20%|█▉        | 199/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 200:  20%|█▉        | 199/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 200:  20%|██        | 200/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 201:  20%|██        | 200/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 201:  20%|██        | 201/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 202:  20%|██        | 201/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 202:  20%|██        | 202/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 203:  20%|██        | 202/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 203:  20%|██        | 203/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 204:  20%|██        | 203/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 204:  20%|██        | 204/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 205:  20%|██        | 204/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 205:  20%|██        | 205/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 206:  20%|██        | 205/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 206:  21%|██        | 206/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 207:  21%|██        | 206/1000 [00:00<00:02, 290.78it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 207:  21%|██        | 207/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 207:  21%|██        | 207/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 208:  21%|██        | 207/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 208:  21%|██        | 208/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 209:  21%|██        | 208/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 209:  21%|██        | 209/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 210:  21%|██        | 209/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 210:  21%|██        | 210/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 211:  21%|██        | 210/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 211:  21%|██        | 211/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 212:  21%|██        | 211/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 212:  21%|██        | 212/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 213:  21%|██        | 212/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 213:  21%|██▏       | 213/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 214:  21%|██▏       | 213/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 214:  21%|██▏       | 214/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 215:  21%|██▏       | 214/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 215:  22%|██▏       | 215/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 216:  22%|██▏       | 215/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 216:  22%|██▏       | 216/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 217:  22%|██▏       | 216/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 217:  22%|██▏       | 217/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 218:  22%|██▏       | 217/1000 [00:00<00:02, 290.63it/s, datasets_total=2.25, priors_total=0, total=2.25]
Epoch 218:  22%|██▏       | 218/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 219:  22%|██▏       | 218/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 219:  22%|██▏       | 219/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 220:  22%|██▏       | 219/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 220:  22%|██▏       | 220/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 221:  22%|██▏       | 220/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 221:  22%|██▏       | 221/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 222:  22%|██▏       | 221/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 222:  22%|██▏       | 222/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 223:  22%|██▏       | 222/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 223:  22%|██▏       | 223/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 224:  22%|██▏       | 223/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 224:  22%|██▏       | 224/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 225:  22%|██▏       | 224/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 225:  22%|██▎       | 225/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 226:  22%|██▎       | 225/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 226:  23%|██▎       | 226/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 227:  23%|██▎       | 226/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 227:  23%|██▎       | 227/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 228:  23%|██▎       | 227/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 228:  23%|██▎       | 228/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 229:  23%|██▎       | 228/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 229:  23%|██▎       | 229/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 230:  23%|██▎       | 229/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 230:  23%|██▎       | 230/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 231:  23%|██▎       | 230/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 231:  23%|██▎       | 231/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 232:  23%|██▎       | 231/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 232:  23%|██▎       | 232/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 233:  23%|██▎       | 232/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 233:  23%|██▎       | 233/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 234:  23%|██▎       | 233/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 234:  23%|██▎       | 234/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 235:  23%|██▎       | 234/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 235:  24%|██▎       | 235/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 236:  24%|██▎       | 235/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 236:  24%|██▎       | 236/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 237:  24%|██▎       | 236/1000 [00:00<00:02, 290.63it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 237:  24%|██▎       | 237/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 237:  24%|██▎       | 237/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 238:  24%|██▎       | 237/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 238:  24%|██▍       | 238/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 239:  24%|██▍       | 238/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 239:  24%|██▍       | 239/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 240:  24%|██▍       | 239/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 240:  24%|██▍       | 240/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 241:  24%|██▍       | 240/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 241:  24%|██▍       | 241/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 242:  24%|██▍       | 241/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 242:  24%|██▍       | 242/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 243:  24%|██▍       | 242/1000 [00:00<00:02, 290.81it/s, datasets_total=2.24, priors_total=0, total=2.24]
Epoch 243:  24%|██▍       | 243/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 244:  24%|██▍       | 243/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 244:  24%|██▍       | 244/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 245:  24%|██▍       | 244/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 245:  24%|██▍       | 245/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 246:  24%|██▍       | 245/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 246:  25%|██▍       | 246/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 247:  25%|██▍       | 246/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 247:  25%|██▍       | 247/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 248:  25%|██▍       | 247/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 248:  25%|██▍       | 248/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 249:  25%|██▍       | 248/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 249:  25%|██▍       | 249/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 250:  25%|██▍       | 249/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 250:  25%|██▌       | 250/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 251:  25%|██▌       | 250/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 251:  25%|██▌       | 251/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 252:  25%|██▌       | 251/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 252:  25%|██▌       | 252/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 253:  25%|██▌       | 252/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 253:  25%|██▌       | 253/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 254:  25%|██▌       | 253/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 254:  25%|██▌       | 254/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 255:  25%|██▌       | 254/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 255:  26%|██▌       | 255/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 256:  26%|██▌       | 255/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 256:  26%|██▌       | 256/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 257:  26%|██▌       | 256/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 257:  26%|██▌       | 257/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 258:  26%|██▌       | 257/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 258:  26%|██▌       | 258/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 259:  26%|██▌       | 258/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 259:  26%|██▌       | 259/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 260:  26%|██▌       | 259/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 260:  26%|██▌       | 260/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 261:  26%|██▌       | 260/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 261:  26%|██▌       | 261/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 262:  26%|██▌       | 261/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 262:  26%|██▌       | 262/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 263:  26%|██▌       | 262/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 263:  26%|██▋       | 263/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 264:  26%|██▋       | 263/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 264:  26%|██▋       | 264/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 265:  26%|██▋       | 264/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 265:  26%|██▋       | 265/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 266:  26%|██▋       | 265/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 266:  27%|██▋       | 266/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 267:  27%|██▋       | 266/1000 [00:00<00:02, 290.81it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 267:  27%|██▋       | 267/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 267:  27%|██▋       | 267/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 268:  27%|██▋       | 267/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 268:  27%|██▋       | 268/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 269:  27%|██▋       | 268/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 269:  27%|██▋       | 269/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 270:  27%|██▋       | 269/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 270:  27%|██▋       | 270/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 271:  27%|██▋       | 270/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 271:  27%|██▋       | 271/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 272:  27%|██▋       | 271/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 272:  27%|██▋       | 272/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 273:  27%|██▋       | 272/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 273:  27%|██▋       | 273/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 274:  27%|██▋       | 273/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 274:  27%|██▋       | 274/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 275:  27%|██▋       | 274/1000 [00:00<00:02, 290.28it/s, datasets_total=2.23, priors_total=0, total=2.23]
Epoch 275:  28%|██▊       | 275/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 276:  28%|██▊       | 275/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 276:  28%|██▊       | 276/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 277:  28%|██▊       | 276/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 277:  28%|██▊       | 277/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 278:  28%|██▊       | 277/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 278:  28%|██▊       | 278/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 279:  28%|██▊       | 278/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 279:  28%|██▊       | 279/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 280:  28%|██▊       | 279/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 280:  28%|██▊       | 280/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 281:  28%|██▊       | 280/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 281:  28%|██▊       | 281/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 282:  28%|██▊       | 281/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 282:  28%|██▊       | 282/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 283:  28%|██▊       | 282/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 283:  28%|██▊       | 283/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 284:  28%|██▊       | 283/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 284:  28%|██▊       | 284/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 285:  28%|██▊       | 284/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 285:  28%|██▊       | 285/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 286:  28%|██▊       | 285/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 286:  29%|██▊       | 286/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 287:  29%|██▊       | 286/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 287:  29%|██▊       | 287/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 288:  29%|██▊       | 287/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 288:  29%|██▉       | 288/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 289:  29%|██▉       | 288/1000 [00:00<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 289:  29%|██▉       | 289/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 290:  29%|██▉       | 289/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 290:  29%|██▉       | 290/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 291:  29%|██▉       | 290/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 291:  29%|██▉       | 291/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 292:  29%|██▉       | 291/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 292:  29%|██▉       | 292/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 293:  29%|██▉       | 292/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 293:  29%|██▉       | 293/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 294:  29%|██▉       | 293/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 294:  29%|██▉       | 294/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 295:  29%|██▉       | 294/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 295:  30%|██▉       | 295/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 296:  30%|██▉       | 295/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 296:  30%|██▉       | 296/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 297:  30%|██▉       | 296/1000 [00:01<00:02, 290.28it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 297:  30%|██▉       | 297/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 297:  30%|██▉       | 297/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 298:  30%|██▉       | 297/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 298:  30%|██▉       | 298/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 299:  30%|██▉       | 298/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 299:  30%|██▉       | 299/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 300:  30%|██▉       | 299/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 300:  30%|███       | 300/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 301:  30%|███       | 300/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 301:  30%|███       | 301/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 302:  30%|███       | 301/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 302:  30%|███       | 302/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 303:  30%|███       | 302/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 303:  30%|███       | 303/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 304:  30%|███       | 303/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 304:  30%|███       | 304/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 305:  30%|███       | 304/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 305:  30%|███       | 305/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 306:  30%|███       | 305/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 306:  31%|███       | 306/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 307:  31%|███       | 306/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 307:  31%|███       | 307/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 308:  31%|███       | 307/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 308:  31%|███       | 308/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 309:  31%|███       | 308/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 309:  31%|███       | 309/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 310:  31%|███       | 309/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 310:  31%|███       | 310/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 311:  31%|███       | 310/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 311:  31%|███       | 311/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 312:  31%|███       | 311/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 312:  31%|███       | 312/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 313:  31%|███       | 312/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 313:  31%|███▏      | 313/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 314:  31%|███▏      | 313/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 314:  31%|███▏      | 314/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 315:  31%|███▏      | 314/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 315:  32%|███▏      | 315/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 316:  32%|███▏      | 315/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 316:  32%|███▏      | 316/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 317:  32%|███▏      | 316/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 317:  32%|███▏      | 317/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 318:  32%|███▏      | 317/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 318:  32%|███▏      | 318/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 319:  32%|███▏      | 318/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 319:  32%|███▏      | 319/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 320:  32%|███▏      | 319/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 320:  32%|███▏      | 320/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 321:  32%|███▏      | 320/1000 [00:01<00:02, 289.86it/s, datasets_total=2.22, priors_total=0, total=2.22]
Epoch 321:  32%|███▏      | 321/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 322:  32%|███▏      | 321/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 322:  32%|███▏      | 322/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 323:  32%|███▏      | 322/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 323:  32%|███▏      | 323/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 324:  32%|███▏      | 323/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 324:  32%|███▏      | 324/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 325:  32%|███▏      | 324/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 325:  32%|███▎      | 325/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 326:  32%|███▎      | 325/1000 [00:01<00:02, 289.86it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 326:  33%|███▎      | 326/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 326:  33%|███▎      | 326/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 327:  33%|███▎      | 326/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 327:  33%|███▎      | 327/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 328:  33%|███▎      | 327/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 328:  33%|███▎      | 328/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 329:  33%|███▎      | 328/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 329:  33%|███▎      | 329/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 330:  33%|███▎      | 329/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 330:  33%|███▎      | 330/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 331:  33%|███▎      | 330/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 331:  33%|███▎      | 331/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 332:  33%|███▎      | 331/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 332:  33%|███▎      | 332/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 333:  33%|███▎      | 332/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 333:  33%|███▎      | 333/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 334:  33%|███▎      | 333/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 334:  33%|███▎      | 334/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 335:  33%|███▎      | 334/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 335:  34%|███▎      | 335/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 336:  34%|███▎      | 335/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 336:  34%|███▎      | 336/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 337:  34%|███▎      | 336/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 337:  34%|███▎      | 337/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 338:  34%|███▎      | 337/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 338:  34%|███▍      | 338/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 339:  34%|███▍      | 338/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 339:  34%|███▍      | 339/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 340:  34%|███▍      | 339/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 340:  34%|███▍      | 340/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 341:  34%|███▍      | 340/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 341:  34%|███▍      | 341/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 342:  34%|███▍      | 341/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 342:  34%|███▍      | 342/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 343:  34%|███▍      | 342/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 343:  34%|███▍      | 343/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 344:  34%|███▍      | 343/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 344:  34%|███▍      | 344/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 345:  34%|███▍      | 344/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 345:  34%|███▍      | 345/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 346:  34%|███▍      | 345/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 346:  35%|███▍      | 346/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 347:  35%|███▍      | 346/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 347:  35%|███▍      | 347/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 348:  35%|███▍      | 347/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 348:  35%|███▍      | 348/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 349:  35%|███▍      | 348/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 349:  35%|███▍      | 349/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 350:  35%|███▍      | 349/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 350:  35%|███▌      | 350/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 351:  35%|███▌      | 350/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 351:  35%|███▌      | 351/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 352:  35%|███▌      | 351/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 352:  35%|███▌      | 352/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 353:  35%|███▌      | 352/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 353:  35%|███▌      | 353/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 354:  35%|███▌      | 353/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 354:  35%|███▌      | 354/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 355:  35%|███▌      | 354/1000 [00:01<00:02, 289.43it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 355:  36%|███▌      | 355/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 355:  36%|███▌      | 355/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 356:  36%|███▌      | 355/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 356:  36%|███▌      | 356/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 357:  36%|███▌      | 356/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 357:  36%|███▌      | 357/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 358:  36%|███▌      | 357/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 358:  36%|███▌      | 358/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 359:  36%|███▌      | 358/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 359:  36%|███▌      | 359/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 360:  36%|███▌      | 359/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 360:  36%|███▌      | 360/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 361:  36%|███▌      | 360/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 361:  36%|███▌      | 361/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 362:  36%|███▌      | 361/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 362:  36%|███▌      | 362/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 363:  36%|███▌      | 362/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 363:  36%|███▋      | 363/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 364:  36%|███▋      | 363/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 364:  36%|███▋      | 364/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 365:  36%|███▋      | 364/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 365:  36%|███▋      | 365/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 366:  36%|███▋      | 365/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 366:  37%|███▋      | 366/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 367:  37%|███▋      | 366/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 367:  37%|███▋      | 367/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 368:  37%|███▋      | 367/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 368:  37%|███▋      | 368/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 369:  37%|███▋      | 368/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 369:  37%|███▋      | 369/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 370:  37%|███▋      | 369/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 370:  37%|███▋      | 370/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 371:  37%|███▋      | 370/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 371:  37%|███▋      | 371/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 372:  37%|███▋      | 371/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 372:  37%|███▋      | 372/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 373:  37%|███▋      | 372/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 373:  37%|███▋      | 373/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 374:  37%|███▋      | 373/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 374:  37%|███▋      | 374/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 375:  37%|███▋      | 374/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 375:  38%|███▊      | 375/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 376:  38%|███▊      | 375/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 376:  38%|███▊      | 376/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 377:  38%|███▊      | 376/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 377:  38%|███▊      | 377/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 378:  38%|███▊      | 377/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 378:  38%|███▊      | 378/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 379:  38%|███▊      | 378/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 379:  38%|███▊      | 379/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 380:  38%|███▊      | 379/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 380:  38%|███▊      | 380/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 381:  38%|███▊      | 380/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 381:  38%|███▊      | 381/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 382:  38%|███▊      | 381/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 382:  38%|███▊      | 382/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 383:  38%|███▊      | 382/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 383:  38%|███▊      | 383/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 384:  38%|███▊      | 383/1000 [00:01<00:02, 288.78it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 384:  38%|███▊      | 384/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 384:  38%|███▊      | 384/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 385:  38%|███▊      | 384/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 385:  38%|███▊      | 385/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 386:  38%|███▊      | 385/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 386:  39%|███▊      | 386/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 387:  39%|███▊      | 386/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 387:  39%|███▊      | 387/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 388:  39%|███▊      | 387/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 388:  39%|███▉      | 388/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 389:  39%|███▉      | 388/1000 [00:01<00:02, 288.68it/s, datasets_total=2.21, priors_total=0, total=2.21]
Epoch 389:  39%|███▉      | 389/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 390:  39%|███▉      | 389/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 390:  39%|███▉      | 390/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 391:  39%|███▉      | 390/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 391:  39%|███▉      | 391/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 392:  39%|███▉      | 391/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 392:  39%|███▉      | 392/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 393:  39%|███▉      | 392/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 393:  39%|███▉      | 393/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 394:  39%|███▉      | 393/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 394:  39%|███▉      | 394/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 395:  39%|███▉      | 394/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 395:  40%|███▉      | 395/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 396:  40%|███▉      | 395/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 396:  40%|███▉      | 396/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 397:  40%|███▉      | 396/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 397:  40%|███▉      | 397/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 398:  40%|███▉      | 397/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 398:  40%|███▉      | 398/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 399:  40%|███▉      | 398/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 399:  40%|███▉      | 399/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 400:  40%|███▉      | 399/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 400:  40%|████      | 400/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 401:  40%|████      | 400/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 401:  40%|████      | 401/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 402:  40%|████      | 401/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 402:  40%|████      | 402/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 403:  40%|████      | 402/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 403:  40%|████      | 403/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 404:  40%|████      | 403/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 404:  40%|████      | 404/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 405:  40%|████      | 404/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 405:  40%|████      | 405/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 406:  40%|████      | 405/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 406:  41%|████      | 406/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 407:  41%|████      | 406/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 407:  41%|████      | 407/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 408:  41%|████      | 407/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 408:  41%|████      | 408/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 409:  41%|████      | 408/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 409:  41%|████      | 409/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 410:  41%|████      | 409/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 410:  41%|████      | 410/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 411:  41%|████      | 410/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 411:  41%|████      | 411/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 412:  41%|████      | 411/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 412:  41%|████      | 412/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 413:  41%|████      | 412/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 413:  41%|████▏     | 413/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 414:  41%|████▏     | 413/1000 [00:01<00:02, 288.68it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 414:  41%|████▏     | 414/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 414:  41%|████▏     | 414/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 415:  41%|████▏     | 414/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 415:  42%|████▏     | 415/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 416:  42%|████▏     | 415/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 416:  42%|████▏     | 416/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 417:  42%|████▏     | 416/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 417:  42%|████▏     | 417/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 418:  42%|████▏     | 417/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 418:  42%|████▏     | 418/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 419:  42%|████▏     | 418/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 419:  42%|████▏     | 419/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 420:  42%|████▏     | 419/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 420:  42%|████▏     | 420/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 421:  42%|████▏     | 420/1000 [00:01<00:02, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 421:  42%|████▏     | 421/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 422:  42%|████▏     | 421/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 422:  42%|████▏     | 422/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 423:  42%|████▏     | 422/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 423:  42%|████▏     | 423/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 424:  42%|████▏     | 423/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 424:  42%|████▏     | 424/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 425:  42%|████▏     | 424/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 425:  42%|████▎     | 425/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 426:  42%|████▎     | 425/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 426:  43%|████▎     | 426/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 427:  43%|████▎     | 426/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 427:  43%|████▎     | 427/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 428:  43%|████▎     | 427/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 428:  43%|████▎     | 428/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 429:  43%|████▎     | 428/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 429:  43%|████▎     | 429/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 430:  43%|████▎     | 429/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 430:  43%|████▎     | 430/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 431:  43%|████▎     | 430/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 431:  43%|████▎     | 431/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 432:  43%|████▎     | 431/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 432:  43%|████▎     | 432/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 433:  43%|████▎     | 432/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 433:  43%|████▎     | 433/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 434:  43%|████▎     | 433/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 434:  43%|████▎     | 434/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 435:  43%|████▎     | 434/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 435:  44%|████▎     | 435/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 436:  44%|████▎     | 435/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 436:  44%|████▎     | 436/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 437:  44%|████▎     | 436/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 437:  44%|████▎     | 437/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 438:  44%|████▎     | 437/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 438:  44%|████▍     | 438/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 439:  44%|████▍     | 438/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 439:  44%|████▍     | 439/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 440:  44%|████▍     | 439/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 440:  44%|████▍     | 440/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 441:  44%|████▍     | 440/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 441:  44%|████▍     | 441/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 442:  44%|████▍     | 441/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 442:  44%|████▍     | 442/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 443:  44%|████▍     | 442/1000 [00:01<00:01, 289.72it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 443:  44%|████▍     | 443/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 443:  44%|████▍     | 443/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 444:  44%|████▍     | 443/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 444:  44%|████▍     | 444/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 445:  44%|████▍     | 444/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 445:  44%|████▍     | 445/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 446:  44%|████▍     | 445/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 446:  45%|████▍     | 446/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 447:  45%|████▍     | 446/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 447:  45%|████▍     | 447/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 448:  45%|████▍     | 447/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 448:  45%|████▍     | 448/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 449:  45%|████▍     | 448/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 449:  45%|████▍     | 449/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 450:  45%|████▍     | 449/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 450:  45%|████▌     | 450/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 451:  45%|████▌     | 450/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 451:  45%|████▌     | 451/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 452:  45%|████▌     | 451/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 452:  45%|████▌     | 452/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 453:  45%|████▌     | 452/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 453:  45%|████▌     | 453/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 454:  45%|████▌     | 453/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 454:  45%|████▌     | 454/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 455:  45%|████▌     | 454/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 455:  46%|████▌     | 455/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 456:  46%|████▌     | 455/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 456:  46%|████▌     | 456/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 457:  46%|████▌     | 456/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 457:  46%|████▌     | 457/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 458:  46%|████▌     | 457/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 458:  46%|████▌     | 458/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 459:  46%|████▌     | 458/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 459:  46%|████▌     | 459/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 460:  46%|████▌     | 459/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 460:  46%|████▌     | 460/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 461:  46%|████▌     | 460/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 461:  46%|████▌     | 461/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 462:  46%|████▌     | 461/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 462:  46%|████▌     | 462/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 463:  46%|████▌     | 462/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 463:  46%|████▋     | 463/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 464:  46%|████▋     | 463/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 464:  46%|████▋     | 464/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 465:  46%|████▋     | 464/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 465:  46%|████▋     | 465/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 466:  46%|████▋     | 465/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 466:  47%|████▋     | 466/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 467:  47%|████▋     | 466/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 467:  47%|████▋     | 467/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 468:  47%|████▋     | 467/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 468:  47%|████▋     | 468/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 469:  47%|████▋     | 468/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 469:  47%|████▋     | 469/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 470:  47%|████▋     | 469/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 470:  47%|████▋     | 470/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 471:  47%|████▋     | 470/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 471:  47%|████▋     | 471/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 472:  47%|████▋     | 471/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 472:  47%|████▋     | 472/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 473:  47%|████▋     | 472/1000 [00:01<00:01, 288.44it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 473:  47%|████▋     | 473/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 473:  47%|████▋     | 473/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 474:  47%|████▋     | 473/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 474:  47%|████▋     | 474/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 475:  47%|████▋     | 474/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 475:  48%|████▊     | 475/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 476:  48%|████▊     | 475/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 476:  48%|████▊     | 476/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 477:  48%|████▊     | 476/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 477:  48%|████▊     | 477/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 478:  48%|████▊     | 477/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 478:  48%|████▊     | 478/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 479:  48%|████▊     | 478/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 479:  48%|████▊     | 479/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 480:  48%|████▊     | 479/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 480:  48%|████▊     | 480/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 481:  48%|████▊     | 480/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 481:  48%|████▊     | 481/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 482:  48%|████▊     | 481/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 482:  48%|████▊     | 482/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 483:  48%|████▊     | 482/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 483:  48%|████▊     | 483/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 484:  48%|████▊     | 483/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 484:  48%|████▊     | 484/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 485:  48%|████▊     | 484/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 485:  48%|████▊     | 485/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 486:  48%|████▊     | 485/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 486:  49%|████▊     | 486/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 487:  49%|████▊     | 486/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 487:  49%|████▊     | 487/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 488:  49%|████▊     | 487/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 488:  49%|████▉     | 488/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 489:  49%|████▉     | 488/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 489:  49%|████▉     | 489/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 490:  49%|████▉     | 489/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 490:  49%|████▉     | 490/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 491:  49%|████▉     | 490/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 491:  49%|████▉     | 491/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 492:  49%|████▉     | 491/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 492:  49%|████▉     | 492/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 493:  49%|████▉     | 492/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 493:  49%|████▉     | 493/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 494:  49%|████▉     | 493/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 494:  49%|████▉     | 494/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 495:  49%|████▉     | 494/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 495:  50%|████▉     | 495/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 496:  50%|████▉     | 495/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 496:  50%|████▉     | 496/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 497:  50%|████▉     | 496/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 497:  50%|████▉     | 497/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 498:  50%|████▉     | 497/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 498:  50%|████▉     | 498/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 499:  50%|████▉     | 498/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 499:  50%|████▉     | 499/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 500:  50%|████▉     | 499/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 500:  50%|█████     | 500/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 501:  50%|█████     | 500/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 501:  50%|█████     | 501/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 502:  50%|█████     | 501/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 502:  50%|█████     | 502/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 503:  50%|█████     | 502/1000 [00:01<00:01, 289.28it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 503:  50%|█████     | 503/1000 [00:01<00:01, 290.20it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 503:  50%|█████     | 503/1000 [00:01<00:01, 290.20it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 504:  50%|█████     | 503/1000 [00:01<00:01, 290.20it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 504:  50%|█████     | 504/1000 [00:01<00:01, 290.20it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 505:  50%|█████     | 504/1000 [00:01<00:01, 290.20it/s, datasets_total=2.2, priors_total=0, total=2.2]
Epoch 505:  50%|█████     | 505/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 506:  50%|█████     | 505/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 506:  51%|█████     | 506/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 507:  51%|█████     | 506/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 507:  51%|█████     | 507/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 508:  51%|█████     | 507/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 508:  51%|█████     | 508/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 509:  51%|█████     | 508/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 509:  51%|█████     | 509/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 510:  51%|█████     | 509/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 510:  51%|█████     | 510/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 511:  51%|█████     | 510/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 511:  51%|█████     | 511/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 512:  51%|█████     | 511/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 512:  51%|█████     | 512/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 513:  51%|█████     | 512/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 513:  51%|█████▏    | 513/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 514:  51%|█████▏    | 513/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 514:  51%|█████▏    | 514/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 515:  51%|█████▏    | 514/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 515:  52%|█████▏    | 515/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 516:  52%|█████▏    | 515/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 516:  52%|█████▏    | 516/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 517:  52%|█████▏    | 516/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 517:  52%|█████▏    | 517/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 518:  52%|█████▏    | 517/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 518:  52%|█████▏    | 518/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 519:  52%|█████▏    | 518/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 519:  52%|█████▏    | 519/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 520:  52%|█████▏    | 519/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 520:  52%|█████▏    | 520/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 521:  52%|█████▏    | 520/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 521:  52%|█████▏    | 521/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 522:  52%|█████▏    | 521/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 522:  52%|█████▏    | 522/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 523:  52%|█████▏    | 522/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 523:  52%|█████▏    | 523/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 524:  52%|█████▏    | 523/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 524:  52%|█████▏    | 524/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 525:  52%|█████▏    | 524/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 525:  52%|█████▎    | 525/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 526:  52%|█████▎    | 525/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 526:  53%|█████▎    | 526/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 527:  53%|█████▎    | 526/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 527:  53%|█████▎    | 527/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 528:  53%|█████▎    | 527/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 528:  53%|█████▎    | 528/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 529:  53%|█████▎    | 528/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 529:  53%|█████▎    | 529/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 530:  53%|█████▎    | 529/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 530:  53%|█████▎    | 530/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 531:  53%|█████▎    | 530/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 531:  53%|█████▎    | 531/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 532:  53%|█████▎    | 531/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 532:  53%|█████▎    | 532/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 533:  53%|█████▎    | 532/1000 [00:01<00:01, 290.20it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 533:  53%|█████▎    | 533/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 533:  53%|█████▎    | 533/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 534:  53%|█████▎    | 533/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 534:  53%|█████▎    | 534/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 535:  53%|█████▎    | 534/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 535:  54%|█████▎    | 535/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 536:  54%|█████▎    | 535/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 536:  54%|█████▎    | 536/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 537:  54%|█████▎    | 536/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 537:  54%|█████▎    | 537/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 538:  54%|█████▎    | 537/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 538:  54%|█████▍    | 538/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 539:  54%|█████▍    | 538/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 539:  54%|█████▍    | 539/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 540:  54%|█████▍    | 539/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 540:  54%|█████▍    | 540/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 541:  54%|█████▍    | 540/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 541:  54%|█████▍    | 541/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 542:  54%|█████▍    | 541/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 542:  54%|█████▍    | 542/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 543:  54%|█████▍    | 542/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 543:  54%|█████▍    | 543/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 544:  54%|█████▍    | 543/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 544:  54%|█████▍    | 544/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 545:  54%|█████▍    | 544/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 545:  55%|█████▍    | 545/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 546:  55%|█████▍    | 545/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 546:  55%|█████▍    | 546/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 547:  55%|█████▍    | 546/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 547:  55%|█████▍    | 547/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 548:  55%|█████▍    | 547/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 548:  55%|█████▍    | 548/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 549:  55%|█████▍    | 548/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 549:  55%|█████▍    | 549/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 550:  55%|█████▍    | 549/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 550:  55%|█████▌    | 550/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 551:  55%|█████▌    | 550/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 551:  55%|█████▌    | 551/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 552:  55%|█████▌    | 551/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 552:  55%|█████▌    | 552/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 553:  55%|█████▌    | 552/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 553:  55%|█████▌    | 553/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 554:  55%|█████▌    | 553/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 554:  55%|█████▌    | 554/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 555:  55%|█████▌    | 554/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 555:  56%|█████▌    | 555/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 556:  56%|█████▌    | 555/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 556:  56%|█████▌    | 556/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 557:  56%|█████▌    | 556/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 557:  56%|█████▌    | 557/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 558:  56%|█████▌    | 557/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 558:  56%|█████▌    | 558/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 559:  56%|█████▌    | 558/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 559:  56%|█████▌    | 559/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 560:  56%|█████▌    | 559/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 560:  56%|█████▌    | 560/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 561:  56%|█████▌    | 560/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 561:  56%|█████▌    | 561/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 562:  56%|█████▌    | 561/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 562:  56%|█████▌    | 562/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 563:  56%|█████▌    | 562/1000 [00:01<00:01, 291.11it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 563:  56%|█████▋    | 563/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 563:  56%|█████▋    | 563/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 564:  56%|█████▋    | 563/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 564:  56%|█████▋    | 564/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 565:  56%|█████▋    | 564/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 565:  56%|█████▋    | 565/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 566:  56%|█████▋    | 565/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 566:  57%|█████▋    | 566/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 567:  57%|█████▋    | 566/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 567:  57%|█████▋    | 567/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 568:  57%|█████▋    | 567/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 568:  57%|█████▋    | 568/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 569:  57%|█████▋    | 568/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 569:  57%|█████▋    | 569/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 570:  57%|█████▋    | 569/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 570:  57%|█████▋    | 570/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 571:  57%|█████▋    | 570/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 571:  57%|█████▋    | 571/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 572:  57%|█████▋    | 571/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 572:  57%|█████▋    | 572/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 573:  57%|█████▋    | 572/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 573:  57%|█████▋    | 573/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 574:  57%|█████▋    | 573/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 574:  57%|█████▋    | 574/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 575:  57%|█████▋    | 574/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 575:  57%|█████▊    | 575/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 576:  57%|█████▊    | 575/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 576:  58%|█████▊    | 576/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 577:  58%|█████▊    | 576/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 577:  58%|█████▊    | 577/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 578:  58%|█████▊    | 577/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 578:  58%|█████▊    | 578/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 579:  58%|█████▊    | 578/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 579:  58%|█████▊    | 579/1000 [00:01<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 580:  58%|█████▊    | 579/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 580:  58%|█████▊    | 580/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 581:  58%|█████▊    | 580/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 581:  58%|█████▊    | 581/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 582:  58%|█████▊    | 581/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 582:  58%|█████▊    | 582/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 583:  58%|█████▊    | 582/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 583:  58%|█████▊    | 583/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 584:  58%|█████▊    | 583/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 584:  58%|█████▊    | 584/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 585:  58%|█████▊    | 584/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 585:  58%|█████▊    | 585/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 586:  58%|█████▊    | 585/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 586:  59%|█████▊    | 586/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 587:  59%|█████▊    | 586/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 587:  59%|█████▊    | 587/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 588:  59%|█████▊    | 587/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 588:  59%|█████▉    | 588/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 589:  59%|█████▉    | 588/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 589:  59%|█████▉    | 589/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 590:  59%|█████▉    | 589/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 590:  59%|█████▉    | 590/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 591:  59%|█████▉    | 590/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 591:  59%|█████▉    | 591/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 592:  59%|█████▉    | 591/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 592:  59%|█████▉    | 592/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 593:  59%|█████▉    | 592/1000 [00:02<00:01, 291.13it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 593:  59%|█████▉    | 593/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 593:  59%|█████▉    | 593/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 594:  59%|█████▉    | 593/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 594:  59%|█████▉    | 594/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 595:  59%|█████▉    | 594/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 595:  60%|█████▉    | 595/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 596:  60%|█████▉    | 595/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 596:  60%|█████▉    | 596/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 597:  60%|█████▉    | 596/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 597:  60%|█████▉    | 597/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 598:  60%|█████▉    | 597/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 598:  60%|█████▉    | 598/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 599:  60%|█████▉    | 598/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 599:  60%|█████▉    | 599/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 600:  60%|█████▉    | 599/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 600:  60%|██████    | 600/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 601:  60%|██████    | 600/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 601:  60%|██████    | 601/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 602:  60%|██████    | 601/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 602:  60%|██████    | 602/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 603:  60%|██████    | 602/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 603:  60%|██████    | 603/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 604:  60%|██████    | 603/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 604:  60%|██████    | 604/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 605:  60%|██████    | 604/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 605:  60%|██████    | 605/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 606:  60%|██████    | 605/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 606:  61%|██████    | 606/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 607:  61%|██████    | 606/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 607:  61%|██████    | 607/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 608:  61%|██████    | 607/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 608:  61%|██████    | 608/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 609:  61%|██████    | 608/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 609:  61%|██████    | 609/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 610:  61%|██████    | 609/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 610:  61%|██████    | 610/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 611:  61%|██████    | 610/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 611:  61%|██████    | 611/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 612:  61%|██████    | 611/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 612:  61%|██████    | 612/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 613:  61%|██████    | 612/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 613:  61%|██████▏   | 613/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 614:  61%|██████▏   | 613/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 614:  61%|██████▏   | 614/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 615:  61%|██████▏   | 614/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 615:  62%|██████▏   | 615/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 616:  62%|██████▏   | 615/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 616:  62%|██████▏   | 616/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 617:  62%|██████▏   | 616/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 617:  62%|██████▏   | 617/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 618:  62%|██████▏   | 617/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 618:  62%|██████▏   | 618/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 619:  62%|██████▏   | 618/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 619:  62%|██████▏   | 619/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 620:  62%|██████▏   | 619/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 620:  62%|██████▏   | 620/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 621:  62%|██████▏   | 620/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 621:  62%|██████▏   | 621/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 622:  62%|██████▏   | 621/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 622:  62%|██████▏   | 622/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 623:  62%|██████▏   | 622/1000 [00:02<00:01, 291.54it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 623:  62%|██████▏   | 623/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 623:  62%|██████▏   | 623/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 624:  62%|██████▏   | 623/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 624:  62%|██████▏   | 624/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 625:  62%|██████▏   | 624/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 625:  62%|██████▎   | 625/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 626:  62%|██████▎   | 625/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 626:  63%|██████▎   | 626/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 627:  63%|██████▎   | 626/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 627:  63%|██████▎   | 627/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 628:  63%|██████▎   | 627/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 628:  63%|██████▎   | 628/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 629:  63%|██████▎   | 628/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 629:  63%|██████▎   | 629/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 630:  63%|██████▎   | 629/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 630:  63%|██████▎   | 630/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 631:  63%|██████▎   | 630/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 631:  63%|██████▎   | 631/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 632:  63%|██████▎   | 631/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 632:  63%|██████▎   | 632/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 633:  63%|██████▎   | 632/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 633:  63%|██████▎   | 633/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 634:  63%|██████▎   | 633/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 634:  63%|██████▎   | 634/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 635:  63%|██████▎   | 634/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 635:  64%|██████▎   | 635/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 636:  64%|██████▎   | 635/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 636:  64%|██████▎   | 636/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 637:  64%|██████▎   | 636/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 637:  64%|██████▎   | 637/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 638:  64%|██████▎   | 637/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 638:  64%|██████▍   | 638/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 639:  64%|██████▍   | 638/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 639:  64%|██████▍   | 639/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 640:  64%|██████▍   | 639/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 640:  64%|██████▍   | 640/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 641:  64%|██████▍   | 640/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 641:  64%|██████▍   | 641/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 642:  64%|██████▍   | 641/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 642:  64%|██████▍   | 642/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 643:  64%|██████▍   | 642/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 643:  64%|██████▍   | 643/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 644:  64%|██████▍   | 643/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 644:  64%|██████▍   | 644/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 645:  64%|██████▍   | 644/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 645:  64%|██████▍   | 645/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 646:  64%|██████▍   | 645/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 646:  65%|██████▍   | 646/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 647:  65%|██████▍   | 646/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 647:  65%|██████▍   | 647/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 648:  65%|██████▍   | 647/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 648:  65%|██████▍   | 648/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 649:  65%|██████▍   | 648/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 649:  65%|██████▍   | 649/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 650:  65%|██████▍   | 649/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 650:  65%|██████▌   | 650/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 651:  65%|██████▌   | 650/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 651:  65%|██████▌   | 651/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 652:  65%|██████▌   | 651/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 652:  65%|██████▌   | 652/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 653:  65%|██████▌   | 652/1000 [00:02<00:01, 291.98it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 653:  65%|██████▌   | 653/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 653:  65%|██████▌   | 653/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 654:  65%|██████▌   | 653/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 654:  65%|██████▌   | 654/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 655:  65%|██████▌   | 654/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 655:  66%|██████▌   | 655/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 656:  66%|██████▌   | 655/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 656:  66%|██████▌   | 656/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 657:  66%|██████▌   | 656/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 657:  66%|██████▌   | 657/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 658:  66%|██████▌   | 657/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 658:  66%|██████▌   | 658/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 659:  66%|██████▌   | 658/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 659:  66%|██████▌   | 659/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 660:  66%|██████▌   | 659/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 660:  66%|██████▌   | 660/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 661:  66%|██████▌   | 660/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 661:  66%|██████▌   | 661/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 662:  66%|██████▌   | 661/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 662:  66%|██████▌   | 662/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 663:  66%|██████▌   | 662/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 663:  66%|██████▋   | 663/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 664:  66%|██████▋   | 663/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 664:  66%|██████▋   | 664/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 665:  66%|██████▋   | 664/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 665:  66%|██████▋   | 665/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 666:  66%|██████▋   | 665/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 666:  67%|██████▋   | 666/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 667:  67%|██████▋   | 666/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 667:  67%|██████▋   | 667/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 668:  67%|██████▋   | 667/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 668:  67%|██████▋   | 668/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 669:  67%|██████▋   | 668/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 669:  67%|██████▋   | 669/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 670:  67%|██████▋   | 669/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 670:  67%|██████▋   | 670/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 671:  67%|██████▋   | 670/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 671:  67%|██████▋   | 671/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 672:  67%|██████▋   | 671/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 672:  67%|██████▋   | 672/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 673:  67%|██████▋   | 672/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 673:  67%|██████▋   | 673/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 674:  67%|██████▋   | 673/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 674:  67%|██████▋   | 674/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 675:  67%|██████▋   | 674/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 675:  68%|██████▊   | 675/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 676:  68%|██████▊   | 675/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 676:  68%|██████▊   | 676/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 677:  68%|██████▊   | 676/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 677:  68%|██████▊   | 677/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 678:  68%|██████▊   | 677/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 678:  68%|██████▊   | 678/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 679:  68%|██████▊   | 678/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 679:  68%|██████▊   | 679/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 680:  68%|██████▊   | 679/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 680:  68%|██████▊   | 680/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 681:  68%|██████▊   | 680/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 681:  68%|██████▊   | 681/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 682:  68%|██████▊   | 681/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 682:  68%|██████▊   | 682/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 683:  68%|██████▊   | 682/1000 [00:02<00:01, 291.48it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 683:  68%|██████▊   | 683/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 683:  68%|██████▊   | 683/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 684:  68%|██████▊   | 683/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 684:  68%|██████▊   | 684/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 685:  68%|██████▊   | 684/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 685:  68%|██████▊   | 685/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 686:  68%|██████▊   | 685/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 686:  69%|██████▊   | 686/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 687:  69%|██████▊   | 686/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 687:  69%|██████▊   | 687/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 688:  69%|██████▊   | 687/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 688:  69%|██████▉   | 688/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 689:  69%|██████▉   | 688/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 689:  69%|██████▉   | 689/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 690:  69%|██████▉   | 689/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 690:  69%|██████▉   | 690/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 691:  69%|██████▉   | 690/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 691:  69%|██████▉   | 691/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 692:  69%|██████▉   | 691/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 692:  69%|██████▉   | 692/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 693:  69%|██████▉   | 692/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 693:  69%|██████▉   | 693/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 694:  69%|██████▉   | 693/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 694:  69%|██████▉   | 694/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 695:  69%|██████▉   | 694/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 695:  70%|██████▉   | 695/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 696:  70%|██████▉   | 695/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 696:  70%|██████▉   | 696/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 697:  70%|██████▉   | 696/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 697:  70%|██████▉   | 697/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 698:  70%|██████▉   | 697/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 698:  70%|██████▉   | 698/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 699:  70%|██████▉   | 698/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 699:  70%|██████▉   | 699/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 700:  70%|██████▉   | 699/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 700:  70%|███████   | 700/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 701:  70%|███████   | 700/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 701:  70%|███████   | 701/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 702:  70%|███████   | 701/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 702:  70%|███████   | 702/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 703:  70%|███████   | 702/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 703:  70%|███████   | 703/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 704:  70%|███████   | 703/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 704:  70%|███████   | 704/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 705:  70%|███████   | 704/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 705:  70%|███████   | 705/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 706:  70%|███████   | 705/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 706:  71%|███████   | 706/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 707:  71%|███████   | 706/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 707:  71%|███████   | 707/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 708:  71%|███████   | 707/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 708:  71%|███████   | 708/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 709:  71%|███████   | 708/1000 [00:02<00:01, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 709:  71%|███████   | 709/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 710:  71%|███████   | 709/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 710:  71%|███████   | 710/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 711:  71%|███████   | 710/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 711:  71%|███████   | 711/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 712:  71%|███████   | 711/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 712:  71%|███████   | 712/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 713:  71%|███████   | 712/1000 [00:02<00:00, 291.90it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 713:  71%|███████▏  | 713/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 713:  71%|███████▏  | 713/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 714:  71%|███████▏  | 713/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 714:  71%|███████▏  | 714/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 715:  71%|███████▏  | 714/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 715:  72%|███████▏  | 715/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 716:  72%|███████▏  | 715/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 716:  72%|███████▏  | 716/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 717:  72%|███████▏  | 716/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 717:  72%|███████▏  | 717/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 718:  72%|███████▏  | 717/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 718:  72%|███████▏  | 718/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 719:  72%|███████▏  | 718/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 719:  72%|███████▏  | 719/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 720:  72%|███████▏  | 719/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 720:  72%|███████▏  | 720/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 721:  72%|███████▏  | 720/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 721:  72%|███████▏  | 721/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 722:  72%|███████▏  | 721/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 722:  72%|███████▏  | 722/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 723:  72%|███████▏  | 722/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 723:  72%|███████▏  | 723/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 724:  72%|███████▏  | 723/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 724:  72%|███████▏  | 724/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 725:  72%|███████▏  | 724/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 725:  72%|███████▎  | 725/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 726:  72%|███████▎  | 725/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 726:  73%|███████▎  | 726/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 727:  73%|███████▎  | 726/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 727:  73%|███████▎  | 727/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 728:  73%|███████▎  | 727/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 728:  73%|███████▎  | 728/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 729:  73%|███████▎  | 728/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 729:  73%|███████▎  | 729/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 730:  73%|███████▎  | 729/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 730:  73%|███████▎  | 730/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 731:  73%|███████▎  | 730/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 731:  73%|███████▎  | 731/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 732:  73%|███████▎  | 731/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 732:  73%|███████▎  | 732/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 733:  73%|███████▎  | 732/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 733:  73%|███████▎  | 733/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 734:  73%|███████▎  | 733/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 734:  73%|███████▎  | 734/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 735:  73%|███████▎  | 734/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 735:  74%|███████▎  | 735/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 736:  74%|███████▎  | 735/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 736:  74%|███████▎  | 736/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 737:  74%|███████▎  | 736/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 737:  74%|███████▎  | 737/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 738:  74%|███████▎  | 737/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 738:  74%|███████▍  | 738/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 739:  74%|███████▍  | 738/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 739:  74%|███████▍  | 739/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 740:  74%|███████▍  | 739/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 740:  74%|███████▍  | 740/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 741:  74%|███████▍  | 740/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 741:  74%|███████▍  | 741/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 742:  74%|███████▍  | 741/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 742:  74%|███████▍  | 742/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 743:  74%|███████▍  | 742/1000 [00:02<00:00, 291.76it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 743:  74%|███████▍  | 743/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 743:  74%|███████▍  | 743/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 744:  74%|███████▍  | 743/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 744:  74%|███████▍  | 744/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 745:  74%|███████▍  | 744/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 745:  74%|███████▍  | 745/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 746:  74%|███████▍  | 745/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 746:  75%|███████▍  | 746/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 747:  75%|███████▍  | 746/1000 [00:02<00:00, 291.87it/s, datasets_total=2.19, priors_total=0, total=2.19]
Epoch 747:  75%|███████▍  | 747/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 748:  75%|███████▍  | 747/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 748:  75%|███████▍  | 748/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 749:  75%|███████▍  | 748/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 749:  75%|███████▍  | 749/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 750:  75%|███████▍  | 749/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 750:  75%|███████▌  | 750/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 751:  75%|███████▌  | 750/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 751:  75%|███████▌  | 751/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 752:  75%|███████▌  | 751/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 752:  75%|███████▌  | 752/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 753:  75%|███████▌  | 752/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 753:  75%|███████▌  | 753/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 754:  75%|███████▌  | 753/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 754:  75%|███████▌  | 754/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 755:  75%|███████▌  | 754/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 755:  76%|███████▌  | 755/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 756:  76%|███████▌  | 755/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 756:  76%|███████▌  | 756/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 757:  76%|███████▌  | 756/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 757:  76%|███████▌  | 757/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 758:  76%|███████▌  | 757/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 758:  76%|███████▌  | 758/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 759:  76%|███████▌  | 758/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 759:  76%|███████▌  | 759/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 760:  76%|███████▌  | 759/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 760:  76%|███████▌  | 760/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 761:  76%|███████▌  | 760/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 761:  76%|███████▌  | 761/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 762:  76%|███████▌  | 761/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 762:  76%|███████▌  | 762/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 763:  76%|███████▌  | 762/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 763:  76%|███████▋  | 763/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 764:  76%|███████▋  | 763/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 764:  76%|███████▋  | 764/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 765:  76%|███████▋  | 764/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 765:  76%|███████▋  | 765/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 766:  76%|███████▋  | 765/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 766:  77%|███████▋  | 766/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 767:  77%|███████▋  | 766/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 767:  77%|███████▋  | 767/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 768:  77%|███████▋  | 767/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 768:  77%|███████▋  | 768/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 769:  77%|███████▋  | 768/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 769:  77%|███████▋  | 769/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 770:  77%|███████▋  | 769/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 770:  77%|███████▋  | 770/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 771:  77%|███████▋  | 770/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 771:  77%|███████▋  | 771/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 772:  77%|███████▋  | 771/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 772:  77%|███████▋  | 772/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 773:  77%|███████▋  | 772/1000 [00:02<00:00, 291.87it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 773:  77%|███████▋  | 773/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 773:  77%|███████▋  | 773/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 774:  77%|███████▋  | 773/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 774:  77%|███████▋  | 774/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 775:  77%|███████▋  | 774/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 775:  78%|███████▊  | 775/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 776:  78%|███████▊  | 775/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 776:  78%|███████▊  | 776/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 777:  78%|███████▊  | 776/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 777:  78%|███████▊  | 777/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 778:  78%|███████▊  | 777/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 778:  78%|███████▊  | 778/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 779:  78%|███████▊  | 778/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 779:  78%|███████▊  | 779/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 780:  78%|███████▊  | 779/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 780:  78%|███████▊  | 780/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 781:  78%|███████▊  | 780/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 781:  78%|███████▊  | 781/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 782:  78%|███████▊  | 781/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 782:  78%|███████▊  | 782/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 783:  78%|███████▊  | 782/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 783:  78%|███████▊  | 783/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 784:  78%|███████▊  | 783/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 784:  78%|███████▊  | 784/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 785:  78%|███████▊  | 784/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 785:  78%|███████▊  | 785/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 786:  78%|███████▊  | 785/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 786:  79%|███████▊  | 786/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 787:  79%|███████▊  | 786/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 787:  79%|███████▊  | 787/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 788:  79%|███████▊  | 787/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 788:  79%|███████▉  | 788/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 789:  79%|███████▉  | 788/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 789:  79%|███████▉  | 789/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 790:  79%|███████▉  | 789/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 790:  79%|███████▉  | 790/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 791:  79%|███████▉  | 790/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 791:  79%|███████▉  | 791/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 792:  79%|███████▉  | 791/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 792:  79%|███████▉  | 792/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 793:  79%|███████▉  | 792/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 793:  79%|███████▉  | 793/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 794:  79%|███████▉  | 793/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 794:  79%|███████▉  | 794/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 795:  79%|███████▉  | 794/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 795:  80%|███████▉  | 795/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 796:  80%|███████▉  | 795/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 796:  80%|███████▉  | 796/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 797:  80%|███████▉  | 796/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 797:  80%|███████▉  | 797/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 798:  80%|███████▉  | 797/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 798:  80%|███████▉  | 798/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 799:  80%|███████▉  | 798/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 799:  80%|███████▉  | 799/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 800:  80%|███████▉  | 799/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 800:  80%|████████  | 800/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 801:  80%|████████  | 800/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 801:  80%|████████  | 801/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 802:  80%|████████  | 801/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 802:  80%|████████  | 802/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 803:  80%|████████  | 802/1000 [00:02<00:00, 291.38it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 803:  80%|████████  | 803/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 803:  80%|████████  | 803/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 804:  80%|████████  | 803/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 804:  80%|████████  | 804/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 805:  80%|████████  | 804/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 805:  80%|████████  | 805/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 806:  80%|████████  | 805/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 806:  81%|████████  | 806/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 807:  81%|████████  | 806/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 807:  81%|████████  | 807/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 808:  81%|████████  | 807/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 808:  81%|████████  | 808/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 809:  81%|████████  | 808/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 809:  81%|████████  | 809/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 810:  81%|████████  | 809/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 810:  81%|████████  | 810/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 811:  81%|████████  | 810/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 811:  81%|████████  | 811/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 812:  81%|████████  | 811/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 812:  81%|████████  | 812/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 813:  81%|████████  | 812/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 813:  81%|████████▏ | 813/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 814:  81%|████████▏ | 813/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 814:  81%|████████▏ | 814/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 815:  81%|████████▏ | 814/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 815:  82%|████████▏ | 815/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 816:  82%|████████▏ | 815/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 816:  82%|████████▏ | 816/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 817:  82%|████████▏ | 816/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 817:  82%|████████▏ | 817/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 818:  82%|████████▏ | 817/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 818:  82%|████████▏ | 818/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 819:  82%|████████▏ | 818/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 819:  82%|████████▏ | 819/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 820:  82%|████████▏ | 819/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 820:  82%|████████▏ | 820/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 821:  82%|████████▏ | 820/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 821:  82%|████████▏ | 821/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 822:  82%|████████▏ | 821/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 822:  82%|████████▏ | 822/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 823:  82%|████████▏ | 822/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 823:  82%|████████▏ | 823/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 824:  82%|████████▏ | 823/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 824:  82%|████████▏ | 824/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 825:  82%|████████▏ | 824/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 825:  82%|████████▎ | 825/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 826:  82%|████████▎ | 825/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 826:  83%|████████▎ | 826/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 827:  83%|████████▎ | 826/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 827:  83%|████████▎ | 827/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 828:  83%|████████▎ | 827/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 828:  83%|████████▎ | 828/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 829:  83%|████████▎ | 828/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 829:  83%|████████▎ | 829/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 830:  83%|████████▎ | 829/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 830:  83%|████████▎ | 830/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 831:  83%|████████▎ | 830/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 831:  83%|████████▎ | 831/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 832:  83%|████████▎ | 831/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 832:  83%|████████▎ | 832/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 833:  83%|████████▎ | 832/1000 [00:02<00:00, 291.10it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 833:  83%|████████▎ | 833/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 833:  83%|████████▎ | 833/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 834:  83%|████████▎ | 833/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 834:  83%|████████▎ | 834/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 835:  83%|████████▎ | 834/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 835:  84%|████████▎ | 835/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 836:  84%|████████▎ | 835/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 836:  84%|████████▎ | 836/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 837:  84%|████████▎ | 836/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 837:  84%|████████▎ | 837/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 838:  84%|████████▎ | 837/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 838:  84%|████████▍ | 838/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 839:  84%|████████▍ | 838/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 839:  84%|████████▍ | 839/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 840:  84%|████████▍ | 839/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 840:  84%|████████▍ | 840/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 841:  84%|████████▍ | 840/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 841:  84%|████████▍ | 841/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 842:  84%|████████▍ | 841/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 842:  84%|████████▍ | 842/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 843:  84%|████████▍ | 842/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 843:  84%|████████▍ | 843/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 844:  84%|████████▍ | 843/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 844:  84%|████████▍ | 844/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 845:  84%|████████▍ | 844/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 845:  84%|████████▍ | 845/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 846:  84%|████████▍ | 845/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 846:  85%|████████▍ | 846/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 847:  85%|████████▍ | 846/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 847:  85%|████████▍ | 847/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 848:  85%|████████▍ | 847/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 848:  85%|████████▍ | 848/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 849:  85%|████████▍ | 848/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 849:  85%|████████▍ | 849/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 850:  85%|████████▍ | 849/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 850:  85%|████████▌ | 850/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 851:  85%|████████▌ | 850/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 851:  85%|████████▌ | 851/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 852:  85%|████████▌ | 851/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 852:  85%|████████▌ | 852/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 853:  85%|████████▌ | 852/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 853:  85%|████████▌ | 853/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 854:  85%|████████▌ | 853/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 854:  85%|████████▌ | 854/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 855:  85%|████████▌ | 854/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 855:  86%|████████▌ | 855/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 856:  86%|████████▌ | 855/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 856:  86%|████████▌ | 856/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 857:  86%|████████▌ | 856/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 857:  86%|████████▌ | 857/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 858:  86%|████████▌ | 857/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 858:  86%|████████▌ | 858/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 859:  86%|████████▌ | 858/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 859:  86%|████████▌ | 859/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 860:  86%|████████▌ | 859/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 860:  86%|████████▌ | 860/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 861:  86%|████████▌ | 860/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 861:  86%|████████▌ | 861/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 862:  86%|████████▌ | 861/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 862:  86%|████████▌ | 862/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 863:  86%|████████▌ | 862/1000 [00:02<00:00, 291.08it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 863:  86%|████████▋ | 863/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 863:  86%|████████▋ | 863/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 864:  86%|████████▋ | 863/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 864:  86%|████████▋ | 864/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 865:  86%|████████▋ | 864/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 865:  86%|████████▋ | 865/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 866:  86%|████████▋ | 865/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 866:  87%|████████▋ | 866/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 867:  87%|████████▋ | 866/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 867:  87%|████████▋ | 867/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 868:  87%|████████▋ | 867/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 868:  87%|████████▋ | 868/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 869:  87%|████████▋ | 868/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 869:  87%|████████▋ | 869/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 870:  87%|████████▋ | 869/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 870:  87%|████████▋ | 870/1000 [00:02<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 871:  87%|████████▋ | 870/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 871:  87%|████████▋ | 871/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 872:  87%|████████▋ | 871/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 872:  87%|████████▋ | 872/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 873:  87%|████████▋ | 872/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 873:  87%|████████▋ | 873/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 874:  87%|████████▋ | 873/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 874:  87%|████████▋ | 874/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 875:  87%|████████▋ | 874/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 875:  88%|████████▊ | 875/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 876:  88%|████████▊ | 875/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 876:  88%|████████▊ | 876/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 877:  88%|████████▊ | 876/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 877:  88%|████████▊ | 877/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 878:  88%|████████▊ | 877/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 878:  88%|████████▊ | 878/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 879:  88%|████████▊ | 878/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 879:  88%|████████▊ | 879/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 880:  88%|████████▊ | 879/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 880:  88%|████████▊ | 880/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 881:  88%|████████▊ | 880/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 881:  88%|████████▊ | 881/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 882:  88%|████████▊ | 881/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 882:  88%|████████▊ | 882/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 883:  88%|████████▊ | 882/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 883:  88%|████████▊ | 883/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 884:  88%|████████▊ | 883/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 884:  88%|████████▊ | 884/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 885:  88%|████████▊ | 884/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 885:  88%|████████▊ | 885/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 886:  88%|████████▊ | 885/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 886:  89%|████████▊ | 886/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 887:  89%|████████▊ | 886/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 887:  89%|████████▊ | 887/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 888:  89%|████████▊ | 887/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 888:  89%|████████▉ | 888/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 889:  89%|████████▉ | 888/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 889:  89%|████████▉ | 889/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 890:  89%|████████▉ | 889/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 890:  89%|████████▉ | 890/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 891:  89%|████████▉ | 890/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 891:  89%|████████▉ | 891/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 892:  89%|████████▉ | 891/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 892:  89%|████████▉ | 892/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 893:  89%|████████▉ | 892/1000 [00:03<00:00, 290.24it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 893:  89%|████████▉ | 893/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 893:  89%|████████▉ | 893/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 894:  89%|████████▉ | 893/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 894:  89%|████████▉ | 894/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 895:  89%|████████▉ | 894/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 895:  90%|████████▉ | 895/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 896:  90%|████████▉ | 895/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 896:  90%|████████▉ | 896/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 897:  90%|████████▉ | 896/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 897:  90%|████████▉ | 897/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 898:  90%|████████▉ | 897/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 898:  90%|████████▉ | 898/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 899:  90%|████████▉ | 898/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 899:  90%|████████▉ | 899/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 900:  90%|████████▉ | 899/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 900:  90%|█████████ | 900/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 901:  90%|█████████ | 900/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 901:  90%|█████████ | 901/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 902:  90%|█████████ | 901/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 902:  90%|█████████ | 902/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 903:  90%|█████████ | 902/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 903:  90%|█████████ | 903/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 904:  90%|█████████ | 903/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 904:  90%|█████████ | 904/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 905:  90%|█████████ | 904/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 905:  90%|█████████ | 905/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 906:  90%|█████████ | 905/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 906:  91%|█████████ | 906/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 907:  91%|█████████ | 906/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 907:  91%|█████████ | 907/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 908:  91%|█████████ | 907/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 908:  91%|█████████ | 908/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 909:  91%|█████████ | 908/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 909:  91%|█████████ | 909/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 910:  91%|█████████ | 909/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 910:  91%|█████████ | 910/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 911:  91%|█████████ | 910/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 911:  91%|█████████ | 911/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 912:  91%|█████████ | 911/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 912:  91%|█████████ | 912/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 913:  91%|█████████ | 912/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 913:  91%|█████████▏| 913/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 914:  91%|█████████▏| 913/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 914:  91%|█████████▏| 914/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 915:  91%|█████████▏| 914/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 915:  92%|█████████▏| 915/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 916:  92%|█████████▏| 915/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 916:  92%|█████████▏| 916/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 917:  92%|█████████▏| 916/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 917:  92%|█████████▏| 917/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 918:  92%|█████████▏| 917/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 918:  92%|█████████▏| 918/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 919:  92%|█████████▏| 918/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 919:  92%|█████████▏| 919/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 920:  92%|█████████▏| 919/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 920:  92%|█████████▏| 920/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 921:  92%|█████████▏| 920/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 921:  92%|█████████▏| 921/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 922:  92%|█████████▏| 921/1000 [00:03<00:00, 289.67it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 922:  92%|█████████▏| 922/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 922:  92%|█████████▏| 922/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 923:  92%|█████████▏| 922/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 923:  92%|█████████▏| 923/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 924:  92%|█████████▏| 923/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 924:  92%|█████████▏| 924/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 925:  92%|█████████▏| 924/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 925:  92%|█████████▎| 925/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 926:  92%|█████████▎| 925/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 926:  93%|█████████▎| 926/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 927:  93%|█████████▎| 926/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 927:  93%|█████████▎| 927/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 928:  93%|█████████▎| 927/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 928:  93%|█████████▎| 928/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 929:  93%|█████████▎| 928/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 929:  93%|█████████▎| 929/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 930:  93%|█████████▎| 929/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 930:  93%|█████████▎| 930/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 931:  93%|█████████▎| 930/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 931:  93%|█████████▎| 931/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 932:  93%|█████████▎| 931/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 932:  93%|█████████▎| 932/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 933:  93%|█████████▎| 932/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 933:  93%|█████████▎| 933/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 934:  93%|█████████▎| 933/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 934:  93%|█████████▎| 934/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 935:  93%|█████████▎| 934/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 935:  94%|█████████▎| 935/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 936:  94%|█████████▎| 935/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 936:  94%|█████████▎| 936/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 937:  94%|█████████▎| 936/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 937:  94%|█████████▎| 937/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 938:  94%|█████████▎| 937/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 938:  94%|█████████▍| 938/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 939:  94%|█████████▍| 938/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 939:  94%|█████████▍| 939/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 940:  94%|█████████▍| 939/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 940:  94%|█████████▍| 940/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 941:  94%|█████████▍| 940/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 941:  94%|█████████▍| 941/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 942:  94%|█████████▍| 941/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 942:  94%|█████████▍| 942/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 943:  94%|█████████▍| 942/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 943:  94%|█████████▍| 943/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 944:  94%|█████████▍| 943/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 944:  94%|█████████▍| 944/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 945:  94%|█████████▍| 944/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 945:  94%|█████████▍| 945/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 946:  94%|█████████▍| 945/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 946:  95%|█████████▍| 946/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 947:  95%|█████████▍| 946/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 947:  95%|█████████▍| 947/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 948:  95%|█████████▍| 947/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 948:  95%|█████████▍| 948/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 949:  95%|█████████▍| 948/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 949:  95%|█████████▍| 949/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 950:  95%|█████████▍| 949/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 950:  95%|█████████▌| 950/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 951:  95%|█████████▌| 950/1000 [00:03<00:00, 289.02it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 951:  95%|█████████▌| 951/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 951:  95%|█████████▌| 951/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 952:  95%|█████████▌| 951/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 952:  95%|█████████▌| 952/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 953:  95%|█████████▌| 952/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 953:  95%|█████████▌| 953/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 954:  95%|█████████▌| 953/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 954:  95%|█████████▌| 954/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 955:  95%|█████████▌| 954/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 955:  96%|█████████▌| 955/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 956:  96%|█████████▌| 955/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 956:  96%|█████████▌| 956/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 957:  96%|█████████▌| 956/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 957:  96%|█████████▌| 957/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 958:  96%|█████████▌| 957/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 958:  96%|█████████▌| 958/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 959:  96%|█████████▌| 958/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 959:  96%|█████████▌| 959/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 960:  96%|█████████▌| 959/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 960:  96%|█████████▌| 960/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 961:  96%|█████████▌| 960/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 961:  96%|█████████▌| 961/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 962:  96%|█████████▌| 961/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 962:  96%|█████████▌| 962/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 963:  96%|█████████▌| 962/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 963:  96%|█████████▋| 963/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 964:  96%|█████████▋| 963/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 964:  96%|█████████▋| 964/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 965:  96%|█████████▋| 964/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 965:  96%|█████████▋| 965/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 966:  96%|█████████▋| 965/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 966:  97%|█████████▋| 966/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 967:  97%|█████████▋| 966/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 967:  97%|█████████▋| 967/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 968:  97%|█████████▋| 967/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 968:  97%|█████████▋| 968/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 969:  97%|█████████▋| 968/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 969:  97%|█████████▋| 969/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 970:  97%|█████████▋| 969/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 970:  97%|█████████▋| 970/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 971:  97%|█████████▋| 970/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 971:  97%|█████████▋| 971/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 972:  97%|█████████▋| 971/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 972:  97%|█████████▋| 972/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 973:  97%|█████████▋| 972/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 973:  97%|█████████▋| 973/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 974:  97%|█████████▋| 973/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 974:  97%|█████████▋| 974/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 975:  97%|█████████▋| 974/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 975:  98%|█████████▊| 975/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 976:  98%|█████████▊| 975/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 976:  98%|█████████▊| 976/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 977:  98%|█████████▊| 976/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 977:  98%|█████████▊| 977/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 978:  98%|█████████▊| 977/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 978:  98%|█████████▊| 978/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 979:  98%|█████████▊| 978/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 979:  98%|█████████▊| 979/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 980:  98%|█████████▊| 979/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 980:  98%|█████████▊| 980/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 981:  98%|█████████▊| 980/1000 [00:03<00:00, 287.37it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 981:  98%|█████████▊| 981/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 981:  98%|█████████▊| 981/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 982:  98%|█████████▊| 981/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 982:  98%|█████████▊| 982/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 983:  98%|█████████▊| 982/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 983:  98%|█████████▊| 983/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 984:  98%|█████████▊| 983/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 984:  98%|█████████▊| 984/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 985:  98%|█████████▊| 984/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 985:  98%|█████████▊| 985/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 986:  98%|█████████▊| 985/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 986:  99%|█████████▊| 986/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 987:  99%|█████████▊| 986/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 987:  99%|█████████▊| 987/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 988:  99%|█████████▊| 987/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 988:  99%|█████████▉| 988/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 989:  99%|█████████▉| 988/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 989:  99%|█████████▉| 989/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 990:  99%|█████████▉| 989/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 990:  99%|█████████▉| 990/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 991:  99%|█████████▉| 990/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 991:  99%|█████████▉| 991/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 992:  99%|█████████▉| 991/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 992:  99%|█████████▉| 992/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 993:  99%|█████████▉| 992/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 993:  99%|█████████▉| 993/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 994:  99%|█████████▉| 993/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 994:  99%|█████████▉| 994/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 995:  99%|█████████▉| 994/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 995: 100%|█████████▉| 995/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 996: 100%|█████████▉| 995/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 996: 100%|█████████▉| 996/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 997: 100%|█████████▉| 996/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 997: 100%|█████████▉| 997/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 998: 100%|█████████▉| 997/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 998: 100%|█████████▉| 998/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 999: 100%|█████████▉| 998/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 999: 100%|█████████▉| 999/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 1000: 100%|█████████▉| 999/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 1000: 100%|██████████| 1000/1000 [00:03<00:00, 288.86it/s, datasets_total=2.18, priors_total=0, total=2.18]
Epoch 1000: 100%|██████████| 1000/1000 [00:03<00:00, 289.82it/s, datasets_total=2.18, priors_total=0, total=2.18]

We can plot the trace of the loss function and verify that the optimization has converged:

result.peek()
plt.show()

The result does not look very convincing. The extended component has decomposed into multiple point sources and the point sources are not well recovered. This is because we have not used any regularization and the correlation between the pixels is not taken into account.

To improve on this we need to define a prior. Jolideco provides many different built-in priors. Here we will use the so called “patch prior”, which is the most flexible one. The patch prior was learned on astronomical images and encodes the correlation between the pixels as patches. The distribution of the patches is modeled using a Gaussian mixture model (GMM).

Jolideco provides multiple builtin pre-trained GMM, which can be used by accessing the registry:

gmm = GaussianMixtureModel.from_registry("gleam-v0.1")
print(gmm)

GaussianMixtureModel
--------------------

  type                  : gleam-v0.1

Here we use the GMM trained on the GLEAM survey.

Next we can define the patch prior:

patch_prior = GMMPatchPrior(gmm=gmm)
print(patch_prior)

GMMPatchPrior
-------------

  type                  : gmm-patches
  stride                : 4
  cycle_spin            : True
  cycle_spin_subpix     : False
  jitter                : False
  gmm                   :

    type                : gleam-v0.1

  norm                  :

    type                : identity

  patch_norm            :

    type                : std-subtract-mean

  device                : cpu

Beside the choice of the GMM the patch prior has a few more parameters, which we will ignore for now.

Finally we can redefine the model component including the prior:

component_patch_prior = SpatialFluxComponent.from_numpy(
    flux=flux_init, prior=patch_prior, upsampling_factor=1.0
)
print(component_patch_prior)

SpatialFluxComponent
--------------------

  use_log_flux          : True
  upsampling_factor     : 1
  frozen                : False
  prior                 :

    type                : gmm-patches
    stride              : 4
    cycle_spin          : True
    cycle_spin_subpix   : False
    jitter              : False
    gmm                 :

      type              : gleam-v0.1

    norm                :

      type              : identity

    patch_norm          :

      type              : std-subtract-mean

    device              : cpu

Now we can run the deconvolution again:

result = deconvolver.run(datasets={"obs-1": data}, components=component_patch_prior)

  0%|          | 0/1000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 0/1000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 1/1000 [00:00<01:26, 11.57it/s, datasets_total=22.3, priors_total=-0.49, total=21.8]
Epoch 2:   0%|          | 1/1000 [00:00<01:26, 11.54it/s, datasets_total=22.3, priors_total=-0.49, total=21.8]
Epoch 2:   0%|          | 2/1000 [00:00<01:01, 16.30it/s, datasets_total=22.3, priors_total=-0.49, total=21.8]
Epoch 2:   0%|          | 2/1000 [00:00<01:01, 16.30it/s, datasets_total=20.2, priors_total=-0.562, total=19.6]
Epoch 3:   0%|          | 2/1000 [00:00<01:01, 16.30it/s, datasets_total=20.2, priors_total=-0.562, total=19.6]
Epoch 3:   0%|          | 3/1000 [00:00<01:01, 16.30it/s, datasets_total=18.3, priors_total=-0.582, total=17.7]
Epoch 4:   0%|          | 3/1000 [00:00<01:01, 16.30it/s, datasets_total=18.3, priors_total=-0.582, total=17.7]
Epoch 4:   0%|          | 4/1000 [00:00<01:01, 16.30it/s, datasets_total=16.6, priors_total=-0.628, total=16]
Epoch 5:   0%|          | 4/1000 [00:00<01:01, 16.30it/s, datasets_total=16.6, priors_total=-0.628, total=16]
Epoch 5:   0%|          | 5/1000 [00:00<00:49, 20.12it/s, datasets_total=16.6, priors_total=-0.628, total=16]
Epoch 5:   0%|          | 5/1000 [00:00<00:49, 20.12it/s, datasets_total=15.1, priors_total=-0.657, total=14.5]
Epoch 6:   0%|          | 5/1000 [00:00<00:49, 20.12it/s, datasets_total=15.1, priors_total=-0.657, total=14.5]
Epoch 6:   1%|          | 6/1000 [00:00<00:49, 20.12it/s, datasets_total=13.8, priors_total=-0.711, total=13.1]
Epoch 7:   1%|          | 6/1000 [00:00<00:49, 20.12it/s, datasets_total=13.8, priors_total=-0.711, total=13.1]
Epoch 7:   1%|          | 7/1000 [00:00<00:49, 20.12it/s, datasets_total=12.6, priors_total=-0.738, total=11.9]
Epoch 8:   1%|          | 7/1000 [00:00<00:49, 20.12it/s, datasets_total=12.6, priors_total=-0.738, total=11.9]
Epoch 8:   1%|          | 8/1000 [00:00<00:45, 21.62it/s, datasets_total=12.6, priors_total=-0.738, total=11.9]
Epoch 8:   1%|          | 8/1000 [00:00<00:45, 21.62it/s, datasets_total=11.6, priors_total=-0.78, total=10.8]
Epoch 9:   1%|          | 8/1000 [00:00<00:45, 21.62it/s, datasets_total=11.6, priors_total=-0.78, total=10.8]
Epoch 9:   1%|          | 9/1000 [00:00<00:45, 21.62it/s, datasets_total=10.7, priors_total=-0.817, total=9.84]
Epoch 10:   1%|          | 9/1000 [00:00<00:45, 21.62it/s, datasets_total=10.7, priors_total=-0.817, total=9.84]
Epoch 10:   1%|          | 10/1000 [00:00<00:45, 21.62it/s, datasets_total=9.85, priors_total=-0.882, total=8.96]
Epoch 11:   1%|          | 10/1000 [00:00<00:45, 21.62it/s, datasets_total=9.85, priors_total=-0.882, total=8.96]
Epoch 11:   1%|          | 11/1000 [00:00<00:44, 22.15it/s, datasets_total=9.85, priors_total=-0.882, total=8.96]
Epoch 11:   1%|          | 11/1000 [00:00<00:44, 22.15it/s, datasets_total=9.14, priors_total=-0.948, total=8.19]
Epoch 12:   1%|          | 11/1000 [00:00<00:44, 22.15it/s, datasets_total=9.14, priors_total=-0.948, total=8.19]
Epoch 12:   1%|          | 12/1000 [00:00<00:44, 22.15it/s, datasets_total=8.52, priors_total=-0.959, total=7.56]
Epoch 13:   1%|          | 12/1000 [00:00<00:44, 22.15it/s, datasets_total=8.52, priors_total=-0.959, total=7.56]
Epoch 13:   1%|▏         | 13/1000 [00:00<00:44, 22.15it/s, datasets_total=7.97, priors_total=-1.01, total=6.96]
Epoch 14:   1%|▏         | 13/1000 [00:00<00:44, 22.15it/s, datasets_total=7.97, priors_total=-1.01, total=6.96]
Epoch 14:   1%|▏         | 14/1000 [00:00<00:43, 22.55it/s, datasets_total=7.97, priors_total=-1.01, total=6.96]
Epoch 14:   1%|▏         | 14/1000 [00:00<00:43, 22.55it/s, datasets_total=7.5, priors_total=-1.07, total=6.43]
Epoch 15:   1%|▏         | 14/1000 [00:00<00:43, 22.55it/s, datasets_total=7.5, priors_total=-1.07, total=6.43]
Epoch 15:   2%|▏         | 15/1000 [00:00<00:43, 22.55it/s, datasets_total=7.08, priors_total=-1.1, total=5.98]
Epoch 16:   2%|▏         | 15/1000 [00:00<00:43, 22.55it/s, datasets_total=7.08, priors_total=-1.1, total=5.98]
Epoch 16:   2%|▏         | 16/1000 [00:00<00:43, 22.55it/s, datasets_total=6.72, priors_total=-1.15, total=5.57]
Epoch 17:   2%|▏         | 16/1000 [00:00<00:43, 22.55it/s, datasets_total=6.72, priors_total=-1.15, total=5.57]
Epoch 17:   2%|▏         | 17/1000 [00:00<00:42, 22.87it/s, datasets_total=6.72, priors_total=-1.15, total=5.57]
Epoch 17:   2%|▏         | 17/1000 [00:00<00:42, 22.87it/s, datasets_total=6.41, priors_total=-1.18, total=5.23]
Epoch 18:   2%|▏         | 17/1000 [00:00<00:42, 22.87it/s, datasets_total=6.41, priors_total=-1.18, total=5.23]
Epoch 18:   2%|▏         | 18/1000 [00:00<00:42, 22.87it/s, datasets_total=6.13, priors_total=-1.22, total=4.91]
Epoch 19:   2%|▏         | 18/1000 [00:00<00:42, 22.87it/s, datasets_total=6.13, priors_total=-1.22, total=4.91]
Epoch 19:   2%|▏         | 19/1000 [00:00<00:42, 22.87it/s, datasets_total=5.87, priors_total=-1.24, total=4.63]
Epoch 20:   2%|▏         | 19/1000 [00:00<00:42, 22.87it/s, datasets_total=5.87, priors_total=-1.24, total=4.63]
Epoch 20:   2%|▏         | 20/1000 [00:00<00:42, 22.83it/s, datasets_total=5.87, priors_total=-1.24, total=4.63]
Epoch 20:   2%|▏         | 20/1000 [00:00<00:42, 22.83it/s, datasets_total=5.65, priors_total=-1.28, total=4.37]
Epoch 21:   2%|▏         | 20/1000 [00:00<00:42, 22.83it/s, datasets_total=5.65, priors_total=-1.28, total=4.37]
Epoch 21:   2%|▏         | 21/1000 [00:00<00:42, 22.83it/s, datasets_total=5.44, priors_total=-1.23, total=4.21]
Epoch 22:   2%|▏         | 21/1000 [00:00<00:42, 22.83it/s, datasets_total=5.44, priors_total=-1.23, total=4.21]
Epoch 22:   2%|▏         | 22/1000 [00:01<00:42, 22.83it/s, datasets_total=5.25, priors_total=-1.29, total=3.96]
Epoch 23:   2%|▏         | 22/1000 [00:01<00:42, 22.83it/s, datasets_total=5.25, priors_total=-1.29, total=3.96]
Epoch 23:   2%|▏         | 23/1000 [00:01<00:42, 22.91it/s, datasets_total=5.25, priors_total=-1.29, total=3.96]
Epoch 23:   2%|▏         | 23/1000 [00:01<00:42, 22.91it/s, datasets_total=5.07, priors_total=-1.35, total=3.72]
Epoch 24:   2%|▏         | 23/1000 [00:01<00:42, 22.91it/s, datasets_total=5.07, priors_total=-1.35, total=3.72]
Epoch 24:   2%|▏         | 24/1000 [00:01<00:42, 22.91it/s, datasets_total=4.9, priors_total=-1.32, total=3.58]
Epoch 25:   2%|▏         | 24/1000 [00:01<00:42, 22.91it/s, datasets_total=4.9, priors_total=-1.32, total=3.58]
Epoch 25:   2%|▎         | 25/1000 [00:01<00:42, 22.91it/s, datasets_total=4.74, priors_total=-1.38, total=3.36]
Epoch 26:   2%|▎         | 25/1000 [00:01<00:42, 22.91it/s, datasets_total=4.74, priors_total=-1.38, total=3.36]
Epoch 26:   3%|▎         | 26/1000 [00:01<00:42, 23.05it/s, datasets_total=4.74, priors_total=-1.38, total=3.36]
Epoch 26:   3%|▎         | 26/1000 [00:01<00:42, 23.05it/s, datasets_total=4.6, priors_total=-1.36, total=3.24]
Epoch 27:   3%|▎         | 26/1000 [00:01<00:42, 23.05it/s, datasets_total=4.6, priors_total=-1.36, total=3.24]
Epoch 27:   3%|▎         | 27/1000 [00:01<00:42, 23.05it/s, datasets_total=4.47, priors_total=-1.43, total=3.04]
Epoch 28:   3%|▎         | 27/1000 [00:01<00:42, 23.05it/s, datasets_total=4.47, priors_total=-1.43, total=3.04]
Epoch 28:   3%|▎         | 28/1000 [00:01<00:42, 23.05it/s, datasets_total=4.35, priors_total=-1.39, total=2.96]
Epoch 29:   3%|▎         | 28/1000 [00:01<00:42, 23.05it/s, datasets_total=4.35, priors_total=-1.39, total=2.96]
Epoch 29:   3%|▎         | 29/1000 [00:01<00:41, 23.14it/s, datasets_total=4.35, priors_total=-1.39, total=2.96]
Epoch 29:   3%|▎         | 29/1000 [00:01<00:41, 23.14it/s, datasets_total=4.24, priors_total=-1.37, total=2.87]
Epoch 30:   3%|▎         | 29/1000 [00:01<00:41, 23.14it/s, datasets_total=4.24, priors_total=-1.37, total=2.87]
Epoch 30:   3%|▎         | 30/1000 [00:01<00:41, 23.14it/s, datasets_total=4.14, priors_total=-1.4, total=2.74]
Epoch 31:   3%|▎         | 30/1000 [00:01<00:41, 23.14it/s, datasets_total=4.14, priors_total=-1.4, total=2.74]
Epoch 31:   3%|▎         | 31/1000 [00:01<00:41, 23.14it/s, datasets_total=4.05, priors_total=-1.42, total=2.63]
Epoch 32:   3%|▎         | 31/1000 [00:01<00:41, 23.14it/s, datasets_total=4.05, priors_total=-1.42, total=2.63]
Epoch 32:   3%|▎         | 32/1000 [00:01<00:41, 23.06it/s, datasets_total=4.05, priors_total=-1.42, total=2.63]
Epoch 32:   3%|▎         | 32/1000 [00:01<00:41, 23.06it/s, datasets_total=3.97, priors_total=-1.39, total=2.58]
Epoch 33:   3%|▎         | 32/1000 [00:01<00:41, 23.06it/s, datasets_total=3.97, priors_total=-1.39, total=2.58]
Epoch 33:   3%|▎         | 33/1000 [00:01<00:41, 23.06it/s, datasets_total=3.9, priors_total=-1.39, total=2.51]
Epoch 34:   3%|▎         | 33/1000 [00:01<00:41, 23.06it/s, datasets_total=3.9, priors_total=-1.39, total=2.51]
Epoch 34:   3%|▎         | 34/1000 [00:01<00:41, 23.06it/s, datasets_total=3.83, priors_total=-1.45, total=2.38]
Epoch 35:   3%|▎         | 34/1000 [00:01<00:41, 23.06it/s, datasets_total=3.83, priors_total=-1.45, total=2.38]
Epoch 35:   4%|▎         | 35/1000 [00:01<00:41, 23.13it/s, datasets_total=3.83, priors_total=-1.45, total=2.38]
Epoch 35:   4%|▎         | 35/1000 [00:01<00:41, 23.13it/s, datasets_total=3.77, priors_total=-1.42, total=2.35]
Epoch 36:   4%|▎         | 35/1000 [00:01<00:41, 23.13it/s, datasets_total=3.77, priors_total=-1.42, total=2.35]
Epoch 36:   4%|▎         | 36/1000 [00:01<00:41, 23.13it/s, datasets_total=3.72, priors_total=-1.45, total=2.26]
Epoch 37:   4%|▎         | 36/1000 [00:01<00:41, 23.13it/s, datasets_total=3.72, priors_total=-1.45, total=2.26]
Epoch 37:   4%|▎         | 37/1000 [00:01<00:41, 23.13it/s, datasets_total=3.66, priors_total=-1.41, total=2.25]
Epoch 38:   4%|▎         | 37/1000 [00:01<00:41, 23.13it/s, datasets_total=3.66, priors_total=-1.41, total=2.25]
Epoch 38:   4%|▍         | 38/1000 [00:01<00:41, 23.08it/s, datasets_total=3.66, priors_total=-1.41, total=2.25]
Epoch 38:   4%|▍         | 38/1000 [00:01<00:41, 23.08it/s, datasets_total=3.61, priors_total=-1.44, total=2.18]
Epoch 39:   4%|▍         | 38/1000 [00:01<00:41, 23.08it/s, datasets_total=3.61, priors_total=-1.44, total=2.18]
Epoch 39:   4%|▍         | 39/1000 [00:01<00:41, 23.08it/s, datasets_total=3.57, priors_total=-1.38, total=2.19]
Epoch 40:   4%|▍         | 39/1000 [00:01<00:41, 23.08it/s, datasets_total=3.57, priors_total=-1.38, total=2.19]
Epoch 40:   4%|▍         | 40/1000 [00:01<00:41, 23.08it/s, datasets_total=3.53, priors_total=-1.35, total=2.18]
Epoch 41:   4%|▍         | 40/1000 [00:01<00:41, 23.08it/s, datasets_total=3.53, priors_total=-1.35, total=2.18]
Epoch 41:   4%|▍         | 41/1000 [00:01<00:41, 23.10it/s, datasets_total=3.53, priors_total=-1.35, total=2.18]
Epoch 41:   4%|▍         | 41/1000 [00:01<00:41, 23.10it/s, datasets_total=3.49, priors_total=-1.42, total=2.06]
Epoch 42:   4%|▍         | 41/1000 [00:01<00:41, 23.10it/s, datasets_total=3.49, priors_total=-1.42, total=2.06]
Epoch 42:   4%|▍         | 42/1000 [00:01<00:41, 23.10it/s, datasets_total=3.45, priors_total=-1.41, total=2.04]
Epoch 43:   4%|▍         | 42/1000 [00:01<00:41, 23.10it/s, datasets_total=3.45, priors_total=-1.41, total=2.04]
Epoch 43:   4%|▍         | 43/1000 [00:01<00:41, 23.10it/s, datasets_total=3.42, priors_total=-1.42, total=2]
Epoch 44:   4%|▍         | 43/1000 [00:01<00:41, 23.10it/s, datasets_total=3.42, priors_total=-1.42, total=2]
Epoch 44:   4%|▍         | 44/1000 [00:01<00:41, 22.87it/s, datasets_total=3.42, priors_total=-1.42, total=2]
Epoch 44:   4%|▍         | 44/1000 [00:01<00:41, 22.87it/s, datasets_total=3.39, priors_total=-1.46, total=1.93]
Epoch 45:   4%|▍         | 44/1000 [00:01<00:41, 22.87it/s, datasets_total=3.39, priors_total=-1.46, total=1.93]
Epoch 45:   4%|▍         | 45/1000 [00:01<00:41, 22.87it/s, datasets_total=3.36, priors_total=-1.41, total=1.96]
Epoch 46:   4%|▍         | 45/1000 [00:01<00:41, 22.87it/s, datasets_total=3.36, priors_total=-1.41, total=1.96]
Epoch 46:   5%|▍         | 46/1000 [00:02<00:41, 22.87it/s, datasets_total=3.34, priors_total=-1.4, total=1.93]
Epoch 47:   5%|▍         | 46/1000 [00:02<00:41, 22.87it/s, datasets_total=3.34, priors_total=-1.4, total=1.93]
Epoch 47:   5%|▍         | 47/1000 [00:02<00:41, 22.85it/s, datasets_total=3.34, priors_total=-1.4, total=1.93]
Epoch 47:   5%|▍         | 47/1000 [00:02<00:41, 22.85it/s, datasets_total=3.31, priors_total=-1.42, total=1.89]
Epoch 48:   5%|▍         | 47/1000 [00:02<00:41, 22.85it/s, datasets_total=3.31, priors_total=-1.42, total=1.89]
Epoch 48:   5%|▍         | 48/1000 [00:02<00:41, 22.85it/s, datasets_total=3.29, priors_total=-1.41, total=1.88]
Epoch 49:   5%|▍         | 48/1000 [00:02<00:41, 22.85it/s, datasets_total=3.29, priors_total=-1.41, total=1.88]
Epoch 49:   5%|▍         | 49/1000 [00:02<00:41, 22.85it/s, datasets_total=3.26, priors_total=-1.4, total=1.86]
Epoch 50:   5%|▍         | 49/1000 [00:02<00:41, 22.85it/s, datasets_total=3.26, priors_total=-1.4, total=1.86]
Epoch 50:   5%|▌         | 50/1000 [00:02<00:41, 22.89it/s, datasets_total=3.26, priors_total=-1.4, total=1.86]
Epoch 50:   5%|▌         | 50/1000 [00:02<00:41, 22.89it/s, datasets_total=3.24, priors_total=-1.4, total=1.84]
Epoch 51:   5%|▌         | 50/1000 [00:02<00:41, 22.89it/s, datasets_total=3.24, priors_total=-1.4, total=1.84]
Epoch 51:   5%|▌         | 51/1000 [00:02<00:41, 22.89it/s, datasets_total=3.22, priors_total=-1.36, total=1.86]
Epoch 52:   5%|▌         | 51/1000 [00:02<00:41, 22.89it/s, datasets_total=3.22, priors_total=-1.36, total=1.86]
Epoch 52:   5%|▌         | 52/1000 [00:02<00:41, 22.89it/s, datasets_total=3.21, priors_total=-1.39, total=1.82]
Epoch 53:   5%|▌         | 52/1000 [00:02<00:41, 22.89it/s, datasets_total=3.21, priors_total=-1.39, total=1.82]
Epoch 53:   5%|▌         | 53/1000 [00:02<00:41, 22.89it/s, datasets_total=3.21, priors_total=-1.39, total=1.82]
Epoch 53:   5%|▌         | 53/1000 [00:02<00:41, 22.89it/s, datasets_total=3.19, priors_total=-1.43, total=1.76]
Epoch 54:   5%|▌         | 53/1000 [00:02<00:41, 22.89it/s, datasets_total=3.19, priors_total=-1.43, total=1.76]
Epoch 54:   5%|▌         | 54/1000 [00:02<00:41, 22.89it/s, datasets_total=3.18, priors_total=-1.44, total=1.74]
Epoch 55:   5%|▌         | 54/1000 [00:02<00:41, 22.89it/s, datasets_total=3.18, priors_total=-1.44, total=1.74]
Epoch 55:   6%|▌         | 55/1000 [00:02<00:41, 22.89it/s, datasets_total=3.16, priors_total=-1.42, total=1.74]
Epoch 56:   6%|▌         | 55/1000 [00:02<00:41, 22.89it/s, datasets_total=3.16, priors_total=-1.42, total=1.74]
Epoch 56:   6%|▌         | 56/1000 [00:02<00:41, 22.98it/s, datasets_total=3.16, priors_total=-1.42, total=1.74]
Epoch 56:   6%|▌         | 56/1000 [00:02<00:41, 22.98it/s, datasets_total=3.15, priors_total=-1.37, total=1.78]
Epoch 57:   6%|▌         | 56/1000 [00:02<00:41, 22.98it/s, datasets_total=3.15, priors_total=-1.37, total=1.78]
Epoch 57:   6%|▌         | 57/1000 [00:02<00:41, 22.98it/s, datasets_total=3.13, priors_total=-1.43, total=1.7]
Epoch 58:   6%|▌         | 57/1000 [00:02<00:41, 22.98it/s, datasets_total=3.13, priors_total=-1.43, total=1.7]
Epoch 58:   6%|▌         | 58/1000 [00:02<00:40, 22.98it/s, datasets_total=3.12, priors_total=-1.41, total=1.71]
Epoch 59:   6%|▌         | 58/1000 [00:02<00:40, 22.98it/s, datasets_total=3.12, priors_total=-1.41, total=1.71]
Epoch 59:   6%|▌         | 59/1000 [00:02<00:40, 23.04it/s, datasets_total=3.12, priors_total=-1.41, total=1.71]
Epoch 59:   6%|▌         | 59/1000 [00:02<00:40, 23.04it/s, datasets_total=3.1, priors_total=-1.44, total=1.67]
Epoch 60:   6%|▌         | 59/1000 [00:02<00:40, 23.04it/s, datasets_total=3.1, priors_total=-1.44, total=1.67]
Epoch 60:   6%|▌         | 60/1000 [00:02<00:40, 23.04it/s, datasets_total=3.09, priors_total=-1.44, total=1.65]
Epoch 61:   6%|▌         | 60/1000 [00:02<00:40, 23.04it/s, datasets_total=3.09, priors_total=-1.44, total=1.65]
Epoch 61:   6%|▌         | 61/1000 [00:02<00:40, 23.04it/s, datasets_total=3.08, priors_total=-1.41, total=1.66]
Epoch 62:   6%|▌         | 61/1000 [00:02<00:40, 23.04it/s, datasets_total=3.08, priors_total=-1.41, total=1.66]
Epoch 62:   6%|▌         | 62/1000 [00:02<00:40, 23.15it/s, datasets_total=3.08, priors_total=-1.41, total=1.66]
Epoch 62:   6%|▌         | 62/1000 [00:02<00:40, 23.15it/s, datasets_total=3.07, priors_total=-1.38, total=1.68]
Epoch 63:   6%|▌         | 62/1000 [00:02<00:40, 23.15it/s, datasets_total=3.07, priors_total=-1.38, total=1.68]
Epoch 63:   6%|▋         | 63/1000 [00:02<00:40, 23.15it/s, datasets_total=3.06, priors_total=-1.39, total=1.67]
Epoch 64:   6%|▋         | 63/1000 [00:02<00:40, 23.15it/s, datasets_total=3.06, priors_total=-1.39, total=1.67]
Epoch 64:   6%|▋         | 64/1000 [00:02<00:40, 23.15it/s, datasets_total=3.05, priors_total=-1.39, total=1.66]
Epoch 65:   6%|▋         | 64/1000 [00:02<00:40, 23.15it/s, datasets_total=3.05, priors_total=-1.39, total=1.66]
Epoch 65:   6%|▋         | 65/1000 [00:02<00:40, 23.20it/s, datasets_total=3.05, priors_total=-1.39, total=1.66]
Epoch 65:   6%|▋         | 65/1000 [00:02<00:40, 23.20it/s, datasets_total=3.04, priors_total=-1.4, total=1.63]
Epoch 66:   6%|▋         | 65/1000 [00:02<00:40, 23.20it/s, datasets_total=3.04, priors_total=-1.4, total=1.63]
Epoch 66:   7%|▋         | 66/1000 [00:02<00:40, 23.20it/s, datasets_total=3.03, priors_total=-1.36, total=1.67]
Epoch 67:   7%|▋         | 66/1000 [00:02<00:40, 23.20it/s, datasets_total=3.03, priors_total=-1.36, total=1.67]
Epoch 67:   7%|▋         | 67/1000 [00:02<00:40, 23.20it/s, datasets_total=3.02, priors_total=-1.37, total=1.65]
Epoch 68:   7%|▋         | 67/1000 [00:02<00:40, 23.20it/s, datasets_total=3.02, priors_total=-1.37, total=1.65]
Epoch 68:   7%|▋         | 68/1000 [00:02<00:40, 23.26it/s, datasets_total=3.02, priors_total=-1.37, total=1.65]
Epoch 68:   7%|▋         | 68/1000 [00:02<00:40, 23.26it/s, datasets_total=3.01, priors_total=-1.39, total=1.62]
Epoch 69:   7%|▋         | 68/1000 [00:02<00:40, 23.26it/s, datasets_total=3.01, priors_total=-1.39, total=1.62]
Epoch 69:   7%|▋         | 69/1000 [00:03<00:40, 23.26it/s, datasets_total=3.01, priors_total=-1.4, total=1.6]
Epoch 70:   7%|▋         | 69/1000 [00:03<00:40, 23.26it/s, datasets_total=3.01, priors_total=-1.4, total=1.6]
Epoch 70:   7%|▋         | 70/1000 [00:03<00:39, 23.26it/s, datasets_total=3, priors_total=-1.39, total=1.61]
Epoch 71:   7%|▋         | 70/1000 [00:03<00:39, 23.26it/s, datasets_total=3, priors_total=-1.39, total=1.61]
Epoch 71:   7%|▋         | 71/1000 [00:03<00:39, 23.29it/s, datasets_total=3, priors_total=-1.39, total=1.61]
Epoch 71:   7%|▋         | 71/1000 [00:03<00:39, 23.29it/s, datasets_total=2.99, priors_total=-1.41, total=1.58]
Epoch 72:   7%|▋         | 71/1000 [00:03<00:39, 23.29it/s, datasets_total=2.99, priors_total=-1.41, total=1.58]
Epoch 72:   7%|▋         | 72/1000 [00:03<00:39, 23.29it/s, datasets_total=2.98, priors_total=-1.36, total=1.62]
Epoch 73:   7%|▋         | 72/1000 [00:03<00:39, 23.29it/s, datasets_total=2.98, priors_total=-1.36, total=1.62]
Epoch 73:   7%|▋         | 73/1000 [00:03<00:39, 23.29it/s, datasets_total=2.97, priors_total=-1.42, total=1.55]
Epoch 74:   7%|▋         | 73/1000 [00:03<00:39, 23.29it/s, datasets_total=2.97, priors_total=-1.42, total=1.55]
Epoch 74:   7%|▋         | 74/1000 [00:03<00:39, 23.29it/s, datasets_total=2.97, priors_total=-1.42, total=1.55]
Epoch 74:   7%|▋         | 74/1000 [00:03<00:39, 23.29it/s, datasets_total=2.97, priors_total=-1.4, total=1.56]
Epoch 75:   7%|▋         | 74/1000 [00:03<00:39, 23.29it/s, datasets_total=2.97, priors_total=-1.4, total=1.56]
Epoch 75:   8%|▊         | 75/1000 [00:03<00:39, 23.29it/s, datasets_total=2.96, priors_total=-1.37, total=1.59]
Epoch 76:   8%|▊         | 75/1000 [00:03<00:39, 23.29it/s, datasets_total=2.96, priors_total=-1.37, total=1.59]
Epoch 76:   8%|▊         | 76/1000 [00:03<00:39, 23.29it/s, datasets_total=2.95, priors_total=-1.37, total=1.58]
Epoch 77:   8%|▊         | 76/1000 [00:03<00:39, 23.29it/s, datasets_total=2.95, priors_total=-1.37, total=1.58]
Epoch 77:   8%|▊         | 77/1000 [00:03<00:39, 23.21it/s, datasets_total=2.95, priors_total=-1.37, total=1.58]
Epoch 77:   8%|▊         | 77/1000 [00:03<00:39, 23.21it/s, datasets_total=2.94, priors_total=-1.39, total=1.55]
Epoch 78:   8%|▊         | 77/1000 [00:03<00:39, 23.21it/s, datasets_total=2.94, priors_total=-1.39, total=1.55]
Epoch 78:   8%|▊         | 78/1000 [00:03<00:39, 23.21it/s, datasets_total=2.94, priors_total=-1.36, total=1.57]
Epoch 79:   8%|▊         | 78/1000 [00:03<00:39, 23.21it/s, datasets_total=2.94, priors_total=-1.36, total=1.57]
Epoch 79:   8%|▊         | 79/1000 [00:03<00:39, 23.21it/s, datasets_total=2.93, priors_total=-1.35, total=1.58]
Epoch 80:   8%|▊         | 79/1000 [00:03<00:39, 23.21it/s, datasets_total=2.93, priors_total=-1.35, total=1.58]
Epoch 80:   8%|▊         | 80/1000 [00:03<00:39, 23.12it/s, datasets_total=2.93, priors_total=-1.35, total=1.58]
Epoch 80:   8%|▊         | 80/1000 [00:03<00:39, 23.12it/s, datasets_total=2.92, priors_total=-1.36, total=1.56]
Epoch 81:   8%|▊         | 80/1000 [00:03<00:39, 23.12it/s, datasets_total=2.92, priors_total=-1.36, total=1.56]
Epoch 81:   8%|▊         | 81/1000 [00:03<00:39, 23.12it/s, datasets_total=2.92, priors_total=-1.37, total=1.55]
Epoch 82:   8%|▊         | 81/1000 [00:03<00:39, 23.12it/s, datasets_total=2.92, priors_total=-1.37, total=1.55]
Epoch 82:   8%|▊         | 82/1000 [00:03<00:39, 23.12it/s, datasets_total=2.91, priors_total=-1.36, total=1.55]
Epoch 83:   8%|▊         | 82/1000 [00:03<00:39, 23.12it/s, datasets_total=2.91, priors_total=-1.36, total=1.55]
Epoch 83:   8%|▊         | 83/1000 [00:03<00:39, 23.01it/s, datasets_total=2.91, priors_total=-1.36, total=1.55]
Epoch 83:   8%|▊         | 83/1000 [00:03<00:39, 23.01it/s, datasets_total=2.9, priors_total=-1.38, total=1.53]
Epoch 84:   8%|▊         | 83/1000 [00:03<00:39, 23.01it/s, datasets_total=2.9, priors_total=-1.38, total=1.53]
Epoch 84:   8%|▊         | 84/1000 [00:03<00:39, 23.01it/s, datasets_total=2.9, priors_total=-1.4, total=1.49]
Epoch 85:   8%|▊         | 84/1000 [00:03<00:39, 23.01it/s, datasets_total=2.9, priors_total=-1.4, total=1.49]
Epoch 85:   8%|▊         | 85/1000 [00:03<00:39, 23.01it/s, datasets_total=2.89, priors_total=-1.39, total=1.5]
Epoch 86:   8%|▊         | 85/1000 [00:03<00:39, 23.01it/s, datasets_total=2.89, priors_total=-1.39, total=1.5]
Epoch 86:   9%|▊         | 86/1000 [00:03<00:40, 22.82it/s, datasets_total=2.89, priors_total=-1.39, total=1.5]
Epoch 86:   9%|▊         | 86/1000 [00:03<00:40, 22.82it/s, datasets_total=2.89, priors_total=-1.38, total=1.51]
Epoch 87:   9%|▊         | 86/1000 [00:03<00:40, 22.82it/s, datasets_total=2.89, priors_total=-1.38, total=1.51]
Epoch 87:   9%|▊         | 87/1000 [00:03<00:40, 22.82it/s, datasets_total=2.88, priors_total=-1.4, total=1.48]
Epoch 88:   9%|▊         | 87/1000 [00:03<00:40, 22.82it/s, datasets_total=2.88, priors_total=-1.4, total=1.48]
Epoch 88:   9%|▉         | 88/1000 [00:03<00:39, 22.82it/s, datasets_total=2.88, priors_total=-1.38, total=1.49]
Epoch 89:   9%|▉         | 88/1000 [00:03<00:39, 22.82it/s, datasets_total=2.88, priors_total=-1.38, total=1.49]
Epoch 89:   9%|▉         | 89/1000 [00:03<00:40, 22.60it/s, datasets_total=2.88, priors_total=-1.38, total=1.49]
Epoch 89:   9%|▉         | 89/1000 [00:03<00:40, 22.60it/s, datasets_total=2.87, priors_total=-1.37, total=1.5]
Epoch 90:   9%|▉         | 89/1000 [00:03<00:40, 22.60it/s, datasets_total=2.87, priors_total=-1.37, total=1.5]
Epoch 90:   9%|▉         | 90/1000 [00:03<00:40, 22.60it/s, datasets_total=2.87, priors_total=-1.36, total=1.51]
Epoch 91:   9%|▉         | 90/1000 [00:03<00:40, 22.60it/s, datasets_total=2.87, priors_total=-1.36, total=1.51]
Epoch 91:   9%|▉         | 91/1000 [00:04<00:40, 22.60it/s, datasets_total=2.86, priors_total=-1.37, total=1.49]
Epoch 92:   9%|▉         | 91/1000 [00:04<00:40, 22.60it/s, datasets_total=2.86, priors_total=-1.37, total=1.49]
Epoch 92:   9%|▉         | 92/1000 [00:04<00:40, 22.53it/s, datasets_total=2.86, priors_total=-1.37, total=1.49]
Epoch 92:   9%|▉         | 92/1000 [00:04<00:40, 22.53it/s, datasets_total=2.86, priors_total=-1.35, total=1.5]
Epoch 93:   9%|▉         | 92/1000 [00:04<00:40, 22.53it/s, datasets_total=2.86, priors_total=-1.35, total=1.5]
Epoch 93:   9%|▉         | 93/1000 [00:04<00:40, 22.53it/s, datasets_total=2.85, priors_total=-1.33, total=1.52]
Epoch 94:   9%|▉         | 93/1000 [00:04<00:40, 22.53it/s, datasets_total=2.85, priors_total=-1.33, total=1.52]
Epoch 94:   9%|▉         | 94/1000 [00:04<00:40, 22.53it/s, datasets_total=2.85, priors_total=-1.35, total=1.5]
Epoch 95:   9%|▉         | 94/1000 [00:04<00:40, 22.53it/s, datasets_total=2.85, priors_total=-1.35, total=1.5]
Epoch 95:  10%|▉         | 95/1000 [00:04<00:40, 22.40it/s, datasets_total=2.85, priors_total=-1.35, total=1.5]
Epoch 95:  10%|▉         | 95/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.35, total=1.49]
Epoch 96:  10%|▉         | 95/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.35, total=1.49]
Epoch 96:  10%|▉         | 96/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.37, total=1.47]
Epoch 97:  10%|▉         | 96/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.37, total=1.47]
Epoch 97:  10%|▉         | 97/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.34, total=1.49]
Epoch 98:  10%|▉         | 97/1000 [00:04<00:40, 22.40it/s, datasets_total=2.84, priors_total=-1.34, total=1.49]
Epoch 98:  10%|▉         | 98/1000 [00:04<00:40, 22.34it/s, datasets_total=2.84, priors_total=-1.34, total=1.49]
Epoch 98:  10%|▉         | 98/1000 [00:04<00:40, 22.34it/s, datasets_total=2.83, priors_total=-1.32, total=1.51]
Epoch 99:  10%|▉         | 98/1000 [00:04<00:40, 22.34it/s, datasets_total=2.83, priors_total=-1.32, total=1.51]
Epoch 99:  10%|▉         | 99/1000 [00:04<00:40, 22.34it/s, datasets_total=2.83, priors_total=-1.33, total=1.5]
Epoch 100:  10%|▉         | 99/1000 [00:04<00:40, 22.34it/s, datasets_total=2.83, priors_total=-1.33, total=1.5]
Epoch 100:  10%|█         | 100/1000 [00:04<00:40, 22.34it/s, datasets_total=2.82, priors_total=-1.35, total=1.47]
Epoch 101:  10%|█         | 100/1000 [00:04<00:40, 22.34it/s, datasets_total=2.82, priors_total=-1.35, total=1.47]
Epoch 101:  10%|█         | 101/1000 [00:04<00:40, 22.47it/s, datasets_total=2.82, priors_total=-1.35, total=1.47]
Epoch 101:  10%|█         | 101/1000 [00:04<00:40, 22.47it/s, datasets_total=2.82, priors_total=-1.42, total=1.4]
Epoch 102:  10%|█         | 101/1000 [00:04<00:40, 22.47it/s, datasets_total=2.82, priors_total=-1.42, total=1.4]
Epoch 102:  10%|█         | 102/1000 [00:04<00:39, 22.47it/s, datasets_total=2.81, priors_total=-1.36, total=1.46]
Epoch 103:  10%|█         | 102/1000 [00:04<00:39, 22.47it/s, datasets_total=2.81, priors_total=-1.36, total=1.46]
Epoch 103:  10%|█         | 103/1000 [00:04<00:39, 22.47it/s, datasets_total=2.81, priors_total=-1.39, total=1.42]
Epoch 104:  10%|█         | 103/1000 [00:04<00:39, 22.47it/s, datasets_total=2.81, priors_total=-1.39, total=1.42]
Epoch 104:  10%|█         | 104/1000 [00:04<00:39, 22.49it/s, datasets_total=2.81, priors_total=-1.39, total=1.42]
Epoch 104:  10%|█         | 104/1000 [00:04<00:39, 22.49it/s, datasets_total=2.81, priors_total=-1.32, total=1.48]
Epoch 105:  10%|█         | 104/1000 [00:04<00:39, 22.49it/s, datasets_total=2.81, priors_total=-1.32, total=1.48]
Epoch 105:  10%|█         | 105/1000 [00:04<00:39, 22.49it/s, datasets_total=2.8, priors_total=-1.38, total=1.42]
Epoch 106:  10%|█         | 105/1000 [00:04<00:39, 22.49it/s, datasets_total=2.8, priors_total=-1.38, total=1.42]
Epoch 106:  11%|█         | 106/1000 [00:04<00:39, 22.49it/s, datasets_total=2.8, priors_total=-1.38, total=1.42]
Epoch 107:  11%|█         | 106/1000 [00:04<00:39, 22.49it/s, datasets_total=2.8, priors_total=-1.38, total=1.42]
Epoch 107:  11%|█         | 107/1000 [00:04<00:39, 22.45it/s, datasets_total=2.8, priors_total=-1.38, total=1.42]
Epoch 107:  11%|█         | 107/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.36, total=1.44]
Epoch 108:  11%|█         | 107/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.36, total=1.44]
Epoch 108:  11%|█         | 108/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.43, total=1.36]
Epoch 109:  11%|█         | 108/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.43, total=1.36]
Epoch 109:  11%|█         | 109/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.42, total=1.36]
Epoch 110:  11%|█         | 109/1000 [00:04<00:39, 22.45it/s, datasets_total=2.79, priors_total=-1.42, total=1.36]
Epoch 110:  11%|█         | 110/1000 [00:04<00:39, 22.51it/s, datasets_total=2.79, priors_total=-1.42, total=1.36]
Epoch 110:  11%|█         | 110/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.39, total=1.39]
Epoch 111:  11%|█         | 110/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.39, total=1.39]
Epoch 111:  11%|█         | 111/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.4, total=1.39]
Epoch 112:  11%|█         | 111/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.4, total=1.39]
Epoch 112:  11%|█         | 112/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.36, total=1.41]
Epoch 113:  11%|█         | 112/1000 [00:04<00:39, 22.51it/s, datasets_total=2.78, priors_total=-1.36, total=1.41]
Epoch 113:  11%|█▏        | 113/1000 [00:04<00:38, 22.76it/s, datasets_total=2.78, priors_total=-1.36, total=1.41]
Epoch 113:  11%|█▏        | 113/1000 [00:04<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.4, total=1.38]
Epoch 114:  11%|█▏        | 113/1000 [00:04<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.4, total=1.38]
Epoch 114:  11%|█▏        | 114/1000 [00:05<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.4, total=1.37]
Epoch 115:  11%|█▏        | 114/1000 [00:05<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.4, total=1.37]
Epoch 115:  12%|█▏        | 115/1000 [00:05<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.38, total=1.39]
Epoch 116:  12%|█▏        | 115/1000 [00:05<00:38, 22.76it/s, datasets_total=2.77, priors_total=-1.38, total=1.39]
Epoch 116:  12%|█▏        | 116/1000 [00:05<00:38, 22.98it/s, datasets_total=2.77, priors_total=-1.38, total=1.39]
Epoch 116:  12%|█▏        | 116/1000 [00:05<00:38, 22.98it/s, datasets_total=2.77, priors_total=-1.38, total=1.39]
Epoch 117:  12%|█▏        | 116/1000 [00:05<00:38, 22.98it/s, datasets_total=2.77, priors_total=-1.38, total=1.39]
Epoch 117:  12%|█▏        | 117/1000 [00:05<00:38, 22.98it/s, datasets_total=2.76, priors_total=-1.38, total=1.39]
Epoch 118:  12%|█▏        | 117/1000 [00:05<00:38, 22.98it/s, datasets_total=2.76, priors_total=-1.38, total=1.39]
Epoch 118:  12%|█▏        | 118/1000 [00:05<00:38, 22.98it/s, datasets_total=2.76, priors_total=-1.43, total=1.33]
Epoch 119:  12%|█▏        | 118/1000 [00:05<00:38, 22.98it/s, datasets_total=2.76, priors_total=-1.43, total=1.33]
Epoch 119:  12%|█▏        | 119/1000 [00:05<00:38, 23.09it/s, datasets_total=2.76, priors_total=-1.43, total=1.33]
Epoch 119:  12%|█▏        | 119/1000 [00:05<00:38, 23.09it/s, datasets_total=2.76, priors_total=-1.4, total=1.36]
Epoch 120:  12%|█▏        | 119/1000 [00:05<00:38, 23.09it/s, datasets_total=2.76, priors_total=-1.4, total=1.36]
Epoch 120:  12%|█▏        | 120/1000 [00:05<00:38, 23.09it/s, datasets_total=2.76, priors_total=-1.38, total=1.37]
Epoch 121:  12%|█▏        | 120/1000 [00:05<00:38, 23.09it/s, datasets_total=2.76, priors_total=-1.38, total=1.37]
Epoch 121:  12%|█▏        | 121/1000 [00:05<00:38, 23.09it/s, datasets_total=2.75, priors_total=-1.35, total=1.41]
Epoch 122:  12%|█▏        | 121/1000 [00:05<00:38, 23.09it/s, datasets_total=2.75, priors_total=-1.35, total=1.41]
Epoch 122:  12%|█▏        | 122/1000 [00:05<00:38, 23.06it/s, datasets_total=2.75, priors_total=-1.35, total=1.41]
Epoch 122:  12%|█▏        | 122/1000 [00:05<00:38, 23.06it/s, datasets_total=2.75, priors_total=-1.39, total=1.37]
Epoch 123:  12%|█▏        | 122/1000 [00:05<00:38, 23.06it/s, datasets_total=2.75, priors_total=-1.39, total=1.37]
Epoch 123:  12%|█▏        | 123/1000 [00:05<00:38, 23.06it/s, datasets_total=2.75, priors_total=-1.33, total=1.42]
Epoch 124:  12%|█▏        | 123/1000 [00:05<00:38, 23.06it/s, datasets_total=2.75, priors_total=-1.33, total=1.42]
Epoch 124:  12%|█▏        | 124/1000 [00:05<00:37, 23.06it/s, datasets_total=2.75, priors_total=-1.39, total=1.36]
Epoch 125:  12%|█▏        | 124/1000 [00:05<00:37, 23.06it/s, datasets_total=2.75, priors_total=-1.39, total=1.36]
Epoch 125:  12%|█▎        | 125/1000 [00:05<00:37, 23.07it/s, datasets_total=2.75, priors_total=-1.39, total=1.36]
Epoch 125:  12%|█▎        | 125/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.33, total=1.41]
Epoch 126:  12%|█▎        | 125/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.33, total=1.41]
Epoch 126:  13%|█▎        | 126/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.4, total=1.34]
Epoch 127:  13%|█▎        | 126/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.4, total=1.34]
Epoch 127:  13%|█▎        | 127/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.37, total=1.37]
Epoch 128:  13%|█▎        | 127/1000 [00:05<00:37, 23.07it/s, datasets_total=2.74, priors_total=-1.37, total=1.37]
Epoch 128:  13%|█▎        | 128/1000 [00:05<00:37, 23.15it/s, datasets_total=2.74, priors_total=-1.37, total=1.37]
Epoch 128:  13%|█▎        | 128/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.41, total=1.32]
Epoch 129:  13%|█▎        | 128/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.41, total=1.32]
Epoch 129:  13%|█▎        | 129/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.38, total=1.35]
Epoch 130:  13%|█▎        | 129/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.38, total=1.35]
Epoch 130:  13%|█▎        | 130/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.35, total=1.38]
Epoch 131:  13%|█▎        | 130/1000 [00:05<00:37, 23.15it/s, datasets_total=2.73, priors_total=-1.35, total=1.38]
Epoch 131:  13%|█▎        | 131/1000 [00:05<00:37, 23.12it/s, datasets_total=2.73, priors_total=-1.35, total=1.38]
Epoch 131:  13%|█▎        | 131/1000 [00:05<00:37, 23.12it/s, datasets_total=2.73, priors_total=-1.38, total=1.35]
Epoch 132:  13%|█▎        | 131/1000 [00:05<00:37, 23.12it/s, datasets_total=2.73, priors_total=-1.38, total=1.35]
Epoch 132:  13%|█▎        | 132/1000 [00:05<00:37, 23.12it/s, datasets_total=2.72, priors_total=-1.38, total=1.34]
Epoch 133:  13%|█▎        | 132/1000 [00:05<00:37, 23.12it/s, datasets_total=2.72, priors_total=-1.38, total=1.34]
Epoch 133:  13%|█▎        | 133/1000 [00:05<00:37, 23.12it/s, datasets_total=2.72, priors_total=-1.33, total=1.39]
Epoch 134:  13%|█▎        | 133/1000 [00:05<00:37, 23.12it/s, datasets_total=2.72, priors_total=-1.33, total=1.39]
Epoch 134:  13%|█▎        | 134/1000 [00:05<00:37, 22.82it/s, datasets_total=2.72, priors_total=-1.33, total=1.39]
Epoch 134:  13%|█▎        | 134/1000 [00:05<00:37, 22.82it/s, datasets_total=2.72, priors_total=-1.4, total=1.31]
Epoch 135:  13%|█▎        | 134/1000 [00:05<00:37, 22.82it/s, datasets_total=2.72, priors_total=-1.4, total=1.31]
Epoch 135:  14%|█▎        | 135/1000 [00:05<00:37, 22.82it/s, datasets_total=2.72, priors_total=-1.34, total=1.37]
Epoch 136:  14%|█▎        | 135/1000 [00:05<00:37, 22.82it/s, datasets_total=2.72, priors_total=-1.34, total=1.37]
Epoch 136:  14%|█▎        | 136/1000 [00:05<00:37, 22.82it/s, datasets_total=2.71, priors_total=-1.38, total=1.34]
Epoch 137:  14%|█▎        | 136/1000 [00:05<00:37, 22.82it/s, datasets_total=2.71, priors_total=-1.38, total=1.34]
Epoch 137:  14%|█▎        | 137/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.38, total=1.34]
Epoch 137:  14%|█▎        | 137/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.37, total=1.34]
Epoch 138:  14%|█▎        | 137/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.37, total=1.34]
Epoch 138:  14%|█▍        | 138/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.36, total=1.35]
Epoch 139:  14%|█▍        | 138/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.36, total=1.35]
Epoch 139:  14%|█▍        | 139/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.32, total=1.39]
Epoch 140:  14%|█▍        | 139/1000 [00:06<00:37, 22.84it/s, datasets_total=2.71, priors_total=-1.32, total=1.39]
Epoch 140:  14%|█▍        | 140/1000 [00:06<00:37, 22.92it/s, datasets_total=2.71, priors_total=-1.32, total=1.39]
Epoch 140:  14%|█▍        | 140/1000 [00:06<00:37, 22.92it/s, datasets_total=2.71, priors_total=-1.35, total=1.35]
Epoch 141:  14%|█▍        | 140/1000 [00:06<00:37, 22.92it/s, datasets_total=2.71, priors_total=-1.35, total=1.35]
Epoch 141:  14%|█▍        | 141/1000 [00:06<00:37, 22.92it/s, datasets_total=2.7, priors_total=-1.35, total=1.35]
Epoch 142:  14%|█▍        | 141/1000 [00:06<00:37, 22.92it/s, datasets_total=2.7, priors_total=-1.35, total=1.35]
Epoch 142:  14%|█▍        | 142/1000 [00:06<00:37, 22.92it/s, datasets_total=2.7, priors_total=-1.38, total=1.32]
Epoch 143:  14%|█▍        | 142/1000 [00:06<00:37, 22.92it/s, datasets_total=2.7, priors_total=-1.38, total=1.32]
Epoch 143:  14%|█▍        | 143/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.38, total=1.32]
Epoch 143:  14%|█▍        | 143/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.37, total=1.33]
Epoch 144:  14%|█▍        | 143/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.37, total=1.33]
Epoch 144:  14%|█▍        | 144/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.39, total=1.31]
Epoch 145:  14%|█▍        | 144/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.39, total=1.31]
Epoch 145:  14%|█▍        | 145/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.29, total=1.41]
Epoch 146:  14%|█▍        | 145/1000 [00:06<00:37, 22.94it/s, datasets_total=2.7, priors_total=-1.29, total=1.41]
Epoch 146:  15%|█▍        | 146/1000 [00:06<00:36, 23.10it/s, datasets_total=2.7, priors_total=-1.29, total=1.41]
Epoch 146:  15%|█▍        | 146/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.36, total=1.33]
Epoch 147:  15%|█▍        | 146/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.36, total=1.33]
Epoch 147:  15%|█▍        | 147/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.31, total=1.38]
Epoch 148:  15%|█▍        | 147/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.31, total=1.38]
Epoch 148:  15%|█▍        | 148/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.37, total=1.32]
Epoch 149:  15%|█▍        | 148/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.37, total=1.32]
Epoch 149:  15%|█▍        | 149/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.37, total=1.32]
Epoch 149:  15%|█▍        | 149/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.32, total=1.36]
Epoch 150:  15%|█▍        | 149/1000 [00:06<00:36, 23.10it/s, datasets_total=2.69, priors_total=-1.32, total=1.36]
Epoch 150:  15%|█▌        | 150/1000 [00:06<00:36, 23.10it/s, datasets_total=2.68, priors_total=-1.36, total=1.32]
Epoch 151:  15%|█▌        | 150/1000 [00:06<00:36, 23.10it/s, datasets_total=2.68, priors_total=-1.36, total=1.32]
Epoch 151:  15%|█▌        | 151/1000 [00:06<00:36, 23.10it/s, datasets_total=2.68, priors_total=-1.32, total=1.37]
Epoch 152:  15%|█▌        | 151/1000 [00:06<00:36, 23.10it/s, datasets_total=2.68, priors_total=-1.32, total=1.37]
Epoch 152:  15%|█▌        | 152/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.32, total=1.37]
Epoch 152:  15%|█▌        | 152/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.36, total=1.32]
Epoch 153:  15%|█▌        | 152/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.36, total=1.32]
Epoch 153:  15%|█▌        | 153/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.32, total=1.36]
Epoch 154:  15%|█▌        | 153/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.32, total=1.36]
Epoch 154:  15%|█▌        | 154/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.39, total=1.28]
Epoch 155:  15%|█▌        | 154/1000 [00:06<00:36, 23.20it/s, datasets_total=2.68, priors_total=-1.39, total=1.28]
Epoch 155:  16%|█▌        | 155/1000 [00:06<00:36, 23.31it/s, datasets_total=2.68, priors_total=-1.39, total=1.28]
Epoch 155:  16%|█▌        | 155/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.37, total=1.3]
Epoch 156:  16%|█▌        | 155/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.37, total=1.3]
Epoch 156:  16%|█▌        | 156/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.32, total=1.35]
Epoch 157:  16%|█▌        | 156/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.32, total=1.35]
Epoch 157:  16%|█▌        | 157/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.36, total=1.3]
Epoch 158:  16%|█▌        | 157/1000 [00:06<00:36, 23.31it/s, datasets_total=2.67, priors_total=-1.36, total=1.3]
Epoch 158:  16%|█▌        | 158/1000 [00:06<00:35, 23.41it/s, datasets_total=2.67, priors_total=-1.36, total=1.3]
Epoch 158:  16%|█▌        | 158/1000 [00:06<00:35, 23.41it/s, datasets_total=2.67, priors_total=-1.34, total=1.33]
Epoch 159:  16%|█▌        | 158/1000 [00:06<00:35, 23.41it/s, datasets_total=2.67, priors_total=-1.34, total=1.33]
Epoch 159:  16%|█▌        | 159/1000 [00:06<00:35, 23.41it/s, datasets_total=2.67, priors_total=-1.29, total=1.37]
Epoch 160:  16%|█▌        | 159/1000 [00:06<00:35, 23.41it/s, datasets_total=2.67, priors_total=-1.29, total=1.37]
Epoch 160:  16%|█▌        | 160/1000 [00:07<00:35, 23.41it/s, datasets_total=2.66, priors_total=-1.31, total=1.35]
Epoch 161:  16%|█▌        | 160/1000 [00:07<00:35, 23.41it/s, datasets_total=2.66, priors_total=-1.31, total=1.35]
Epoch 161:  16%|█▌        | 161/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.31, total=1.35]
Epoch 161:  16%|█▌        | 161/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.4, total=1.27]
Epoch 162:  16%|█▌        | 161/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.4, total=1.27]
Epoch 162:  16%|█▌        | 162/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.39, total=1.27]
Epoch 163:  16%|█▌        | 162/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.39, total=1.27]
Epoch 163:  16%|█▋        | 163/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.36, total=1.29]
Epoch 164:  16%|█▋        | 163/1000 [00:07<00:35, 23.49it/s, datasets_total=2.66, priors_total=-1.36, total=1.29]
Epoch 164:  16%|█▋        | 164/1000 [00:07<00:35, 23.26it/s, datasets_total=2.66, priors_total=-1.36, total=1.29]
Epoch 164:  16%|█▋        | 164/1000 [00:07<00:35, 23.26it/s, datasets_total=2.66, priors_total=-1.37, total=1.28]
Epoch 165:  16%|█▋        | 164/1000 [00:07<00:35, 23.26it/s, datasets_total=2.66, priors_total=-1.37, total=1.28]
Epoch 165:  16%|█▋        | 165/1000 [00:07<00:35, 23.26it/s, datasets_total=2.66, priors_total=-1.36, total=1.3]
Epoch 166:  16%|█▋        | 165/1000 [00:07<00:35, 23.26it/s, datasets_total=2.66, priors_total=-1.36, total=1.3]
Epoch 166:  17%|█▋        | 166/1000 [00:07<00:35, 23.26it/s, datasets_total=2.65, priors_total=-1.31, total=1.34]
Epoch 167:  17%|█▋        | 166/1000 [00:07<00:35, 23.26it/s, datasets_total=2.65, priors_total=-1.31, total=1.34]
Epoch 167:  17%|█▋        | 167/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.31, total=1.34]
Epoch 167:  17%|█▋        | 167/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.37, total=1.28]
Epoch 168:  17%|█▋        | 167/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.37, total=1.28]
Epoch 168:  17%|█▋        | 168/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.37, total=1.28]
Epoch 169:  17%|█▋        | 168/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.37, total=1.28]
Epoch 169:  17%|█▋        | 169/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.33, total=1.31]
Epoch 170:  17%|█▋        | 169/1000 [00:07<00:35, 23.29it/s, datasets_total=2.65, priors_total=-1.33, total=1.31]
Epoch 170:  17%|█▋        | 170/1000 [00:07<00:35, 23.25it/s, datasets_total=2.65, priors_total=-1.33, total=1.31]
Epoch 170:  17%|█▋        | 170/1000 [00:07<00:35, 23.25it/s, datasets_total=2.65, priors_total=-1.36, total=1.29]
Epoch 171:  17%|█▋        | 170/1000 [00:07<00:35, 23.25it/s, datasets_total=2.65, priors_total=-1.36, total=1.29]
Epoch 171:  17%|█▋        | 171/1000 [00:07<00:35, 23.25it/s, datasets_total=2.65, priors_total=-1.4, total=1.24]
Epoch 172:  17%|█▋        | 171/1000 [00:07<00:35, 23.25it/s, datasets_total=2.65, priors_total=-1.4, total=1.24]
Epoch 172:  17%|█▋        | 172/1000 [00:07<00:35, 23.25it/s, datasets_total=2.64, priors_total=-1.36, total=1.28]
Epoch 173:  17%|█▋        | 172/1000 [00:07<00:35, 23.25it/s, datasets_total=2.64, priors_total=-1.36, total=1.28]
Epoch 173:  17%|█▋        | 173/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.36, total=1.28]
Epoch 173:  17%|█▋        | 173/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.32, total=1.33]
Epoch 174:  17%|█▋        | 173/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.32, total=1.33]
Epoch 174:  17%|█▋        | 174/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.35, total=1.29]
Epoch 175:  17%|█▋        | 174/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.35, total=1.29]
Epoch 175:  18%|█▊        | 175/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.37, total=1.27]
Epoch 176:  18%|█▊        | 175/1000 [00:07<00:35, 23.30it/s, datasets_total=2.64, priors_total=-1.37, total=1.27]
Epoch 176:  18%|█▊        | 176/1000 [00:07<00:35, 23.07it/s, datasets_total=2.64, priors_total=-1.37, total=1.27]
Epoch 176:  18%|█▊        | 176/1000 [00:07<00:35, 23.07it/s, datasets_total=2.64, priors_total=-1.38, total=1.26]
Epoch 177:  18%|█▊        | 176/1000 [00:07<00:35, 23.07it/s, datasets_total=2.64, priors_total=-1.38, total=1.26]
Epoch 177:  18%|█▊        | 177/1000 [00:07<00:35, 23.07it/s, datasets_total=2.63, priors_total=-1.4, total=1.24]
Epoch 178:  18%|█▊        | 177/1000 [00:07<00:35, 23.07it/s, datasets_total=2.63, priors_total=-1.4, total=1.24]
Epoch 178:  18%|█▊        | 178/1000 [00:07<00:35, 23.07it/s, datasets_total=2.63, priors_total=-1.38, total=1.25]
Epoch 179:  18%|█▊        | 178/1000 [00:07<00:35, 23.07it/s, datasets_total=2.63, priors_total=-1.38, total=1.25]
Epoch 179:  18%|█▊        | 179/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.38, total=1.25]
Epoch 179:  18%|█▊        | 179/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.37, total=1.27]
Epoch 180:  18%|█▊        | 179/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.37, total=1.27]
Epoch 180:  18%|█▊        | 180/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.41, total=1.22]
Epoch 181:  18%|█▊        | 180/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.41, total=1.22]
Epoch 181:  18%|█▊        | 181/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.32, total=1.31]
Epoch 182:  18%|█▊        | 181/1000 [00:07<00:35, 22.98it/s, datasets_total=2.63, priors_total=-1.32, total=1.31]
Epoch 182:  18%|█▊        | 182/1000 [00:07<00:35, 22.96it/s, datasets_total=2.63, priors_total=-1.32, total=1.31]
Epoch 182:  18%|█▊        | 182/1000 [00:07<00:35, 22.96it/s, datasets_total=2.63, priors_total=-1.38, total=1.24]
Epoch 183:  18%|█▊        | 182/1000 [00:07<00:35, 22.96it/s, datasets_total=2.63, priors_total=-1.38, total=1.24]
Epoch 183:  18%|█▊        | 183/1000 [00:08<00:35, 22.96it/s, datasets_total=2.63, priors_total=-1.41, total=1.22]
Epoch 184:  18%|█▊        | 183/1000 [00:08<00:35, 22.96it/s, datasets_total=2.63, priors_total=-1.41, total=1.22]
Epoch 184:  18%|█▊        | 184/1000 [00:08<00:35, 22.96it/s, datasets_total=2.62, priors_total=-1.37, total=1.25]
Epoch 185:  18%|█▊        | 184/1000 [00:08<00:35, 22.96it/s, datasets_total=2.62, priors_total=-1.37, total=1.25]
Epoch 185:  18%|█▊        | 185/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.37, total=1.25]
Epoch 185:  18%|█▊        | 185/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.38, total=1.24]
Epoch 186:  18%|█▊        | 185/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.38, total=1.24]
Epoch 186:  19%|█▊        | 186/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 187:  19%|█▊        | 186/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 187:  19%|█▊        | 187/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 188:  19%|█▊        | 187/1000 [00:08<00:35, 22.80it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 188:  19%|█▉        | 188/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 188:  19%|█▉        | 188/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.34, total=1.28]
Epoch 189:  19%|█▉        | 188/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.34, total=1.28]
Epoch 189:  19%|█▉        | 189/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.38, total=1.24]
Epoch 190:  19%|█▉        | 189/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.38, total=1.24]
Epoch 190:  19%|█▉        | 190/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 191:  19%|█▉        | 190/1000 [00:08<00:35, 22.83it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 191:  19%|█▉        | 191/1000 [00:08<00:35, 22.84it/s, datasets_total=2.62, priors_total=-1.33, total=1.29]
Epoch 191:  19%|█▉        | 191/1000 [00:08<00:35, 22.84it/s, datasets_total=2.62, priors_total=-1.36, total=1.26]
Epoch 192:  19%|█▉        | 191/1000 [00:08<00:35, 22.84it/s, datasets_total=2.62, priors_total=-1.36, total=1.26]
Epoch 192:  19%|█▉        | 192/1000 [00:08<00:35, 22.84it/s, datasets_total=2.62, priors_total=-1.34, total=1.28]
Epoch 193:  19%|█▉        | 192/1000 [00:08<00:35, 22.84it/s, datasets_total=2.62, priors_total=-1.34, total=1.28]
Epoch 193:  19%|█▉        | 193/1000 [00:08<00:35, 22.84it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 194:  19%|█▉        | 193/1000 [00:08<00:35, 22.84it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 194:  19%|█▉        | 194/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 194:  19%|█▉        | 194/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.33, total=1.28]
Epoch 195:  19%|█▉        | 194/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.33, total=1.28]
Epoch 195:  20%|█▉        | 195/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.36, total=1.25]
Epoch 196:  20%|█▉        | 195/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.36, total=1.25]
Epoch 196:  20%|█▉        | 196/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 197:  20%|█▉        | 196/1000 [00:08<00:35, 22.94it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 197:  20%|█▉        | 197/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 197:  20%|█▉        | 197/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.33, total=1.28]
Epoch 198:  20%|█▉        | 197/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.33, total=1.28]
Epoch 198:  20%|█▉        | 198/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 199:  20%|█▉        | 198/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.34, total=1.27]
Epoch 199:  20%|█▉        | 199/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.35, total=1.26]
Epoch 200:  20%|█▉        | 199/1000 [00:08<00:34, 23.03it/s, datasets_total=2.61, priors_total=-1.35, total=1.26]
Epoch 200:  20%|██        | 200/1000 [00:08<00:34, 23.18it/s, datasets_total=2.61, priors_total=-1.35, total=1.26]
Epoch 200:  20%|██        | 200/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.37, total=1.23]
Epoch 201:  20%|██        | 200/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.37, total=1.23]
Epoch 201:  20%|██        | 201/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.33, total=1.27]
Epoch 202:  20%|██        | 201/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.33, total=1.27]
Epoch 202:  20%|██        | 202/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.39, total=1.21]
Epoch 203:  20%|██        | 202/1000 [00:08<00:34, 23.18it/s, datasets_total=2.6, priors_total=-1.39, total=1.21]
Epoch 203:  20%|██        | 203/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.39, total=1.21]
Epoch 203:  20%|██        | 203/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.38, total=1.22]
Epoch 204:  20%|██        | 203/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.38, total=1.22]
Epoch 204:  20%|██        | 204/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.32, total=1.28]
Epoch 205:  20%|██        | 204/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.32, total=1.28]
Epoch 205:  20%|██        | 205/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.34, total=1.26]
Epoch 206:  20%|██        | 205/1000 [00:08<00:34, 23.22it/s, datasets_total=2.6, priors_total=-1.34, total=1.26]
Epoch 206:  21%|██        | 206/1000 [00:08<00:34, 23.29it/s, datasets_total=2.6, priors_total=-1.34, total=1.26]
Epoch 206:  21%|██        | 206/1000 [00:08<00:34, 23.29it/s, datasets_total=2.6, priors_total=-1.35, total=1.25]
Epoch 207:  21%|██        | 206/1000 [00:08<00:34, 23.29it/s, datasets_total=2.6, priors_total=-1.35, total=1.25]
Epoch 207:  21%|██        | 207/1000 [00:09<00:34, 23.29it/s, datasets_total=2.6, priors_total=-1.34, total=1.26]
Epoch 208:  21%|██        | 207/1000 [00:09<00:34, 23.29it/s, datasets_total=2.6, priors_total=-1.34, total=1.26]
Epoch 208:  21%|██        | 208/1000 [00:09<00:34, 23.29it/s, datasets_total=2.59, priors_total=-1.35, total=1.25]
Epoch 209:  21%|██        | 208/1000 [00:09<00:34, 23.29it/s, datasets_total=2.59, priors_total=-1.35, total=1.25]
Epoch 209:  21%|██        | 209/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.35, total=1.25]
Epoch 209:  21%|██        | 209/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.37, total=1.23]
Epoch 210:  21%|██        | 209/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.37, total=1.23]
Epoch 210:  21%|██        | 210/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.32, total=1.28]
Epoch 211:  21%|██        | 210/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.32, total=1.28]
Epoch 211:  21%|██        | 211/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.39, total=1.2]
Epoch 212:  21%|██        | 211/1000 [00:09<00:33, 23.39it/s, datasets_total=2.59, priors_total=-1.39, total=1.2]
Epoch 212:  21%|██        | 212/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.39, total=1.2]
Epoch 212:  21%|██        | 212/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.37, total=1.22]
Epoch 213:  21%|██        | 212/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.37, total=1.22]
Epoch 213:  21%|██▏       | 213/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.4, total=1.19]
Epoch 214:  21%|██▏       | 213/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.4, total=1.19]
Epoch 214:  21%|██▏       | 214/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.37, total=1.22]
Epoch 215:  21%|██▏       | 214/1000 [00:09<00:33, 23.41it/s, datasets_total=2.59, priors_total=-1.37, total=1.22]
Epoch 215:  22%|██▏       | 215/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.37, total=1.22]
Epoch 215:  22%|██▏       | 215/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.35, total=1.24]
Epoch 216:  22%|██▏       | 215/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.35, total=1.24]
Epoch 216:  22%|██▏       | 216/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.4, total=1.19]
Epoch 217:  22%|██▏       | 216/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.4, total=1.19]
Epoch 217:  22%|██▏       | 217/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.32, total=1.26]
Epoch 218:  22%|██▏       | 217/1000 [00:09<00:33, 23.31it/s, datasets_total=2.59, priors_total=-1.32, total=1.26]
Epoch 218:  22%|██▏       | 218/1000 [00:09<00:33, 23.28it/s, datasets_total=2.59, priors_total=-1.32, total=1.26]
Epoch 218:  22%|██▏       | 218/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.36, total=1.22]
Epoch 219:  22%|██▏       | 218/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.36, total=1.22]
Epoch 219:  22%|██▏       | 219/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.36, total=1.22]
Epoch 220:  22%|██▏       | 219/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.36, total=1.22]
Epoch 220:  22%|██▏       | 220/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.32, total=1.26]
Epoch 221:  22%|██▏       | 220/1000 [00:09<00:33, 23.28it/s, datasets_total=2.58, priors_total=-1.32, total=1.26]
Epoch 221:  22%|██▏       | 221/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.32, total=1.26]
Epoch 221:  22%|██▏       | 221/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.33, total=1.25]
Epoch 222:  22%|██▏       | 221/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.33, total=1.25]
Epoch 222:  22%|██▏       | 222/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.39, total=1.19]
Epoch 223:  22%|██▏       | 222/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.39, total=1.19]
Epoch 223:  22%|██▏       | 223/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.35, total=1.23]
Epoch 224:  22%|██▏       | 223/1000 [00:09<00:33, 23.33it/s, datasets_total=2.58, priors_total=-1.35, total=1.23]
Epoch 224:  22%|██▏       | 224/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.35, total=1.23]
Epoch 224:  22%|██▏       | 224/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.4, total=1.18]
Epoch 225:  22%|██▏       | 224/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.4, total=1.18]
Epoch 225:  22%|██▎       | 225/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.38, total=1.2]
Epoch 226:  22%|██▎       | 225/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.38, total=1.2]
Epoch 226:  23%|██▎       | 226/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.34, total=1.24]
Epoch 227:  23%|██▎       | 226/1000 [00:09<00:33, 23.21it/s, datasets_total=2.58, priors_total=-1.34, total=1.24]
Epoch 227:  23%|██▎       | 227/1000 [00:09<00:33, 22.98it/s, datasets_total=2.58, priors_total=-1.34, total=1.24]
Epoch 227:  23%|██▎       | 227/1000 [00:09<00:33, 22.98it/s, datasets_total=2.58, priors_total=-1.35, total=1.22]
Epoch 228:  23%|██▎       | 227/1000 [00:09<00:33, 22.98it/s, datasets_total=2.58, priors_total=-1.35, total=1.22]
Epoch 228:  23%|██▎       | 228/1000 [00:09<00:33, 22.98it/s, datasets_total=2.57, priors_total=-1.36, total=1.21]
Epoch 229:  23%|██▎       | 228/1000 [00:09<00:33, 22.98it/s, datasets_total=2.57, priors_total=-1.36, total=1.21]
Epoch 229:  23%|██▎       | 229/1000 [00:09<00:33, 22.98it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 230:  23%|██▎       | 229/1000 [00:09<00:33, 22.98it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 230:  23%|██▎       | 230/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 230:  23%|██▎       | 230/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.35, total=1.22]
Epoch 231:  23%|██▎       | 230/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.35, total=1.22]
Epoch 231:  23%|██▎       | 231/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.27, total=1.3]
Epoch 232:  23%|██▎       | 231/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.27, total=1.3]
Epoch 232:  23%|██▎       | 232/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 233:  23%|██▎       | 232/1000 [00:10<00:33, 23.01it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 233:  23%|██▎       | 233/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.34, total=1.23]
Epoch 233:  23%|██▎       | 233/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.37, total=1.2]
Epoch 234:  23%|██▎       | 233/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.37, total=1.2]
Epoch 234:  23%|██▎       | 234/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.32, total=1.24]
Epoch 235:  23%|██▎       | 234/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.32, total=1.24]
Epoch 235:  24%|██▎       | 235/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.4, total=1.16]
Epoch 236:  24%|██▎       | 235/1000 [00:10<00:33, 23.00it/s, datasets_total=2.57, priors_total=-1.4, total=1.16]
Epoch 236:  24%|██▎       | 236/1000 [00:10<00:33, 22.86it/s, datasets_total=2.57, priors_total=-1.4, total=1.16]
Epoch 236:  24%|██▎       | 236/1000 [00:10<00:33, 22.86it/s, datasets_total=2.57, priors_total=-1.39, total=1.18]
Epoch 237:  24%|██▎       | 236/1000 [00:10<00:33, 22.86it/s, datasets_total=2.57, priors_total=-1.39, total=1.18]
Epoch 237:  24%|██▎       | 237/1000 [00:10<00:33, 22.86it/s, datasets_total=2.56, priors_total=-1.36, total=1.21]
Epoch 238:  24%|██▎       | 237/1000 [00:10<00:33, 22.86it/s, datasets_total=2.56, priors_total=-1.36, total=1.21]
Epoch 238:  24%|██▍       | 238/1000 [00:10<00:33, 22.86it/s, datasets_total=2.56, priors_total=-1.36, total=1.21]
Epoch 239:  24%|██▍       | 238/1000 [00:10<00:33, 22.86it/s, datasets_total=2.56, priors_total=-1.36, total=1.21]
Epoch 239:  24%|██▍       | 239/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.36, total=1.21]
Epoch 239:  24%|██▍       | 239/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.34, total=1.22]
Epoch 240:  24%|██▍       | 239/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.34, total=1.22]
Epoch 240:  24%|██▍       | 240/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.33, total=1.23]
Epoch 241:  24%|██▍       | 240/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.33, total=1.23]
Epoch 241:  24%|██▍       | 241/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.37, total=1.19]
Epoch 242:  24%|██▍       | 241/1000 [00:10<00:33, 22.90it/s, datasets_total=2.56, priors_total=-1.37, total=1.19]
Epoch 242:  24%|██▍       | 242/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.37, total=1.19]
Epoch 242:  24%|██▍       | 242/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.36, total=1.2]
Epoch 243:  24%|██▍       | 242/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.36, total=1.2]
Epoch 243:  24%|██▍       | 243/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.37, total=1.19]
Epoch 244:  24%|██▍       | 243/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.37, total=1.19]
Epoch 244:  24%|██▍       | 244/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.4, total=1.16]
Epoch 245:  24%|██▍       | 244/1000 [00:10<00:32, 22.97it/s, datasets_total=2.56, priors_total=-1.4, total=1.16]
Epoch 245:  24%|██▍       | 245/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.4, total=1.16]
Epoch 245:  24%|██▍       | 245/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.35, total=1.2]
Epoch 246:  24%|██▍       | 245/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.35, total=1.2]
Epoch 246:  25%|██▍       | 246/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.35, total=1.21]
Epoch 247:  25%|██▍       | 246/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.35, total=1.21]
Epoch 247:  25%|██▍       | 247/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.36, total=1.19]
Epoch 248:  25%|██▍       | 247/1000 [00:10<00:33, 22.69it/s, datasets_total=2.56, priors_total=-1.36, total=1.19]
Epoch 248:  25%|██▍       | 248/1000 [00:10<00:32, 22.94it/s, datasets_total=2.56, priors_total=-1.36, total=1.19]
Epoch 248:  25%|██▍       | 248/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.32, total=1.23]
Epoch 249:  25%|██▍       | 248/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.32, total=1.23]
Epoch 249:  25%|██▍       | 249/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.34, total=1.21]
Epoch 250:  25%|██▍       | 249/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.34, total=1.21]
Epoch 250:  25%|██▌       | 250/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.35, total=1.2]
Epoch 251:  25%|██▌       | 250/1000 [00:10<00:32, 22.94it/s, datasets_total=2.55, priors_total=-1.35, total=1.2]
Epoch 251:  25%|██▌       | 251/1000 [00:10<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.35, total=1.2]
Epoch 251:  25%|██▌       | 251/1000 [00:10<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.31, total=1.24]
Epoch 252:  25%|██▌       | 251/1000 [00:10<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.31, total=1.24]
Epoch 252:  25%|██▌       | 252/1000 [00:10<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.37, total=1.18]
Epoch 253:  25%|██▌       | 252/1000 [00:10<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.37, total=1.18]
Epoch 253:  25%|██▌       | 253/1000 [00:11<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.29, total=1.26]
Epoch 254:  25%|██▌       | 253/1000 [00:11<00:32, 23.10it/s, datasets_total=2.55, priors_total=-1.29, total=1.26]
Epoch 254:  25%|██▌       | 254/1000 [00:11<00:32, 23.26it/s, datasets_total=2.55, priors_total=-1.29, total=1.26]
Epoch 254:  25%|██▌       | 254/1000 [00:11<00:32, 23.26it/s, datasets_total=2.55, priors_total=-1.37, total=1.18]
Epoch 255:  25%|██▌       | 254/1000 [00:11<00:32, 23.26it/s, datasets_total=2.55, priors_total=-1.37, total=1.18]
Epoch 255:  26%|██▌       | 255/1000 [00:11<00:32, 23.26it/s, datasets_total=2.55, priors_total=-1.36, total=1.19]
Epoch 256:  26%|██▌       | 255/1000 [00:11<00:32, 23.26it/s, datasets_total=2.55, priors_total=-1.36, total=1.19]
Epoch 256:  26%|██▌       | 256/1000 [00:11<00:31, 23.26it/s, datasets_total=2.55, priors_total=-1.38, total=1.17]
Epoch 257:  26%|██▌       | 256/1000 [00:11<00:31, 23.26it/s, datasets_total=2.55, priors_total=-1.38, total=1.17]
Epoch 257:  26%|██▌       | 257/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.38, total=1.17]
Epoch 257:  26%|██▌       | 257/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.42, total=1.13]
Epoch 258:  26%|██▌       | 257/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.42, total=1.13]
Epoch 258:  26%|██▌       | 258/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.33, total=1.22]
Epoch 259:  26%|██▌       | 258/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.33, total=1.22]
Epoch 259:  26%|██▌       | 259/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.3, total=1.25]
Epoch 260:  26%|██▌       | 259/1000 [00:11<00:31, 23.34it/s, datasets_total=2.55, priors_total=-1.3, total=1.25]
Epoch 260:  26%|██▌       | 260/1000 [00:11<00:31, 23.35it/s, datasets_total=2.55, priors_total=-1.3, total=1.25]
Epoch 260:  26%|██▌       | 260/1000 [00:11<00:31, 23.35it/s, datasets_total=2.55, priors_total=-1.31, total=1.23]
Epoch 261:  26%|██▌       | 260/1000 [00:11<00:31, 23.35it/s, datasets_total=2.55, priors_total=-1.31, total=1.23]
Epoch 261:  26%|██▌       | 261/1000 [00:11<00:31, 23.35it/s, datasets_total=2.54, priors_total=-1.38, total=1.16]
Epoch 262:  26%|██▌       | 261/1000 [00:11<00:31, 23.35it/s, datasets_total=2.54, priors_total=-1.38, total=1.16]
Epoch 262:  26%|██▌       | 262/1000 [00:11<00:31, 23.35it/s, datasets_total=2.54, priors_total=-1.25, total=1.29]
Epoch 263:  26%|██▌       | 262/1000 [00:11<00:31, 23.35it/s, datasets_total=2.54, priors_total=-1.25, total=1.29]
Epoch 263:  26%|██▋       | 263/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.25, total=1.29]
Epoch 263:  26%|██▋       | 263/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.32, total=1.23]
Epoch 264:  26%|██▋       | 263/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.32, total=1.23]
Epoch 264:  26%|██▋       | 264/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.31, total=1.23]
Epoch 265:  26%|██▋       | 264/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.31, total=1.23]
Epoch 265:  26%|██▋       | 265/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 266:  26%|██▋       | 265/1000 [00:11<00:31, 23.20it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 266:  27%|██▋       | 266/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 266:  27%|██▋       | 266/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.3, total=1.24]
Epoch 267:  27%|██▋       | 266/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.3, total=1.24]
Epoch 267:  27%|██▋       | 267/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 268:  27%|██▋       | 267/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 268:  27%|██▋       | 268/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 269:  27%|██▋       | 268/1000 [00:11<00:31, 23.07it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 269:  27%|██▋       | 269/1000 [00:11<00:31, 23.17it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 269:  27%|██▋       | 269/1000 [00:11<00:31, 23.17it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 270:  27%|██▋       | 269/1000 [00:11<00:31, 23.17it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 270:  27%|██▋       | 270/1000 [00:11<00:31, 23.17it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 271:  27%|██▋       | 270/1000 [00:11<00:31, 23.17it/s, datasets_total=2.54, priors_total=-1.32, total=1.22]
Epoch 271:  27%|██▋       | 271/1000 [00:11<00:31, 23.17it/s, datasets_total=2.53, priors_total=-1.36, total=1.17]
Epoch 272:  27%|██▋       | 271/1000 [00:11<00:31, 23.17it/s, datasets_total=2.53, priors_total=-1.36, total=1.17]
Epoch 272:  27%|██▋       | 272/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.36, total=1.17]
Epoch 272:  27%|██▋       | 272/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 273:  27%|██▋       | 272/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 273:  27%|██▋       | 273/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.32, total=1.22]
Epoch 274:  27%|██▋       | 273/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.32, total=1.22]
Epoch 274:  27%|██▋       | 274/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.32, total=1.21]
Epoch 275:  27%|██▋       | 274/1000 [00:11<00:31, 23.11it/s, datasets_total=2.53, priors_total=-1.32, total=1.21]
Epoch 275:  28%|██▊       | 275/1000 [00:11<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.32, total=1.21]
Epoch 275:  28%|██▊       | 275/1000 [00:11<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.3, total=1.23]
Epoch 276:  28%|██▊       | 275/1000 [00:11<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.3, total=1.23]
Epoch 276:  28%|██▊       | 276/1000 [00:12<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.38, total=1.16]
Epoch 277:  28%|██▊       | 276/1000 [00:12<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.38, total=1.16]
Epoch 277:  28%|██▊       | 277/1000 [00:12<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.36, total=1.18]
Epoch 278:  28%|██▊       | 277/1000 [00:12<00:31, 23.08it/s, datasets_total=2.53, priors_total=-1.36, total=1.18]
Epoch 278:  28%|██▊       | 278/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.36, total=1.18]
Epoch 278:  28%|██▊       | 278/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.36, total=1.18]
Epoch 279:  28%|██▊       | 278/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.36, total=1.18]
Epoch 279:  28%|██▊       | 279/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.28, total=1.25]
Epoch 280:  28%|██▊       | 279/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.28, total=1.25]
Epoch 280:  28%|██▊       | 280/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 281:  28%|██▊       | 280/1000 [00:12<00:31, 23.12it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 281:  28%|██▊       | 281/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 281:  28%|██▊       | 281/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.28, total=1.25]
Epoch 282:  28%|██▊       | 281/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.28, total=1.25]
Epoch 282:  28%|██▊       | 282/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 283:  28%|██▊       | 282/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 283:  28%|██▊       | 283/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 284:  28%|██▊       | 283/1000 [00:12<00:31, 23.09it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 284:  28%|██▊       | 284/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 284:  28%|██▊       | 284/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 285:  28%|██▊       | 284/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.31, total=1.22]
Epoch 285:  28%|██▊       | 285/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.32, total=1.21]
Epoch 286:  28%|██▊       | 285/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.32, total=1.21]
Epoch 286:  29%|██▊       | 286/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 287:  29%|██▊       | 286/1000 [00:12<00:30, 23.13it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 287:  29%|██▊       | 287/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.34, total=1.19]
Epoch 287:  29%|██▊       | 287/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.27, total=1.26]
Epoch 288:  29%|██▊       | 287/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.27, total=1.26]
Epoch 288:  29%|██▉       | 288/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.4, total=1.13]
Epoch 289:  29%|██▉       | 288/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.4, total=1.13]
Epoch 289:  29%|██▉       | 289/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.38, total=1.15]
Epoch 290:  29%|██▉       | 289/1000 [00:12<00:30, 23.20it/s, datasets_total=2.53, priors_total=-1.38, total=1.15]
Epoch 290:  29%|██▉       | 290/1000 [00:12<00:30, 23.22it/s, datasets_total=2.53, priors_total=-1.38, total=1.15]
Epoch 290:  29%|██▉       | 290/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.32, total=1.2]
Epoch 291:  29%|██▉       | 290/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.32, total=1.2]
Epoch 291:  29%|██▉       | 291/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.34, total=1.18]
Epoch 292:  29%|██▉       | 291/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.34, total=1.18]
Epoch 292:  29%|██▉       | 292/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.34, total=1.19]
Epoch 293:  29%|██▉       | 292/1000 [00:12<00:30, 23.22it/s, datasets_total=2.52, priors_total=-1.34, total=1.19]
Epoch 293:  29%|██▉       | 293/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.34, total=1.19]
Epoch 293:  29%|██▉       | 293/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.32, total=1.21]
Epoch 294:  29%|██▉       | 293/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.32, total=1.21]
Epoch 294:  29%|██▉       | 294/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 295:  29%|██▉       | 294/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 295:  30%|██▉       | 295/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.4, total=1.12]
Epoch 296:  30%|██▉       | 295/1000 [00:12<00:30, 23.30it/s, datasets_total=2.52, priors_total=-1.4, total=1.12]
Epoch 296:  30%|██▉       | 296/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.4, total=1.12]
Epoch 296:  30%|██▉       | 296/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 297:  30%|██▉       | 296/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 297:  30%|██▉       | 297/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.33, total=1.19]
Epoch 298:  30%|██▉       | 297/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.33, total=1.19]
Epoch 298:  30%|██▉       | 298/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.31, total=1.2]
Epoch 299:  30%|██▉       | 298/1000 [00:12<00:30, 23.33it/s, datasets_total=2.52, priors_total=-1.31, total=1.2]
Epoch 299:  30%|██▉       | 299/1000 [00:13<00:29, 23.42it/s, datasets_total=2.52, priors_total=-1.31, total=1.2]
Epoch 299:  30%|██▉       | 299/1000 [00:13<00:29, 23.42it/s, datasets_total=2.52, priors_total=-1.32, total=1.19]
Epoch 300:  30%|██▉       | 299/1000 [00:13<00:29, 23.42it/s, datasets_total=2.52, priors_total=-1.32, total=1.19]
Epoch 300:  30%|███       | 300/1000 [00:13<00:29, 23.42it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 301:  30%|███       | 300/1000 [00:13<00:29, 23.42it/s, datasets_total=2.52, priors_total=-1.3, total=1.22]
Epoch 301:  30%|███       | 301/1000 [00:13<00:29, 23.42it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 302:  30%|███       | 301/1000 [00:13<00:29, 23.42it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 302:  30%|███       | 302/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 302:  30%|███       | 302/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.3, total=1.21]
Epoch 303:  30%|███       | 302/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.3, total=1.21]
Epoch 303:  30%|███       | 303/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.26, total=1.25]
Epoch 304:  30%|███       | 303/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.26, total=1.25]
Epoch 304:  30%|███       | 304/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.33, total=1.19]
Epoch 305:  30%|███       | 304/1000 [00:13<00:29, 23.44it/s, datasets_total=2.51, priors_total=-1.33, total=1.19]
Epoch 305:  30%|███       | 305/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.33, total=1.19]
Epoch 305:  30%|███       | 305/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.27, total=1.24]
Epoch 306:  30%|███       | 305/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.27, total=1.24]
Epoch 306:  31%|███       | 306/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.32, total=1.19]
Epoch 307:  31%|███       | 306/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.32, total=1.19]
Epoch 307:  31%|███       | 307/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.33, total=1.18]
Epoch 308:  31%|███       | 307/1000 [00:13<00:29, 23.35it/s, datasets_total=2.51, priors_total=-1.33, total=1.18]
Epoch 308:  31%|███       | 308/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.33, total=1.18]
Epoch 308:  31%|███       | 308/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.29, total=1.22]
Epoch 309:  31%|███       | 308/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.29, total=1.22]
Epoch 309:  31%|███       | 309/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.3, total=1.2]
Epoch 310:  31%|███       | 309/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.3, total=1.2]
Epoch 310:  31%|███       | 310/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.26, total=1.25]
Epoch 311:  31%|███       | 310/1000 [00:13<00:29, 23.08it/s, datasets_total=2.51, priors_total=-1.26, total=1.25]
Epoch 311:  31%|███       | 311/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.26, total=1.25]
Epoch 311:  31%|███       | 311/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.29, total=1.21]
Epoch 312:  31%|███       | 311/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.29, total=1.21]
Epoch 312:  31%|███       | 312/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.35, total=1.16]
Epoch 313:  31%|███       | 312/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.35, total=1.16]
Epoch 313:  31%|███▏      | 313/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 314:  31%|███▏      | 313/1000 [00:13<00:29, 23.19it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 314:  31%|███▏      | 314/1000 [00:13<00:29, 23.27it/s, datasets_total=2.51, priors_total=-1.34, total=1.17]
Epoch 314:  31%|███▏      | 314/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.33, total=1.18]
Epoch 315:  31%|███▏      | 314/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.33, total=1.18]
Epoch 315:  32%|███▏      | 315/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.32, total=1.18]
Epoch 316:  32%|███▏      | 315/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.32, total=1.18]
Epoch 316:  32%|███▏      | 316/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.32, total=1.19]
Epoch 317:  32%|███▏      | 316/1000 [00:13<00:29, 23.27it/s, datasets_total=2.5, priors_total=-1.32, total=1.19]
Epoch 317:  32%|███▏      | 317/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.32, total=1.19]
Epoch 317:  32%|███▏      | 317/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 318:  32%|███▏      | 317/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 318:  32%|███▏      | 318/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 319:  32%|███▏      | 318/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 319:  32%|███▏      | 319/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.34, total=1.16]
Epoch 320:  32%|███▏      | 319/1000 [00:13<00:29, 23.20it/s, datasets_total=2.5, priors_total=-1.34, total=1.16]
Epoch 320:  32%|███▏      | 320/1000 [00:13<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.34, total=1.16]
Epoch 320:  32%|███▏      | 320/1000 [00:13<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.4, total=1.1]
Epoch 321:  32%|███▏      | 320/1000 [00:13<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.4, total=1.1]
Epoch 321:  32%|███▏      | 321/1000 [00:13<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.32, total=1.18]
Epoch 322:  32%|███▏      | 321/1000 [00:13<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.32, total=1.18]
Epoch 322:  32%|███▏      | 322/1000 [00:14<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.33, total=1.17]
Epoch 323:  32%|███▏      | 322/1000 [00:14<00:29, 23.12it/s, datasets_total=2.5, priors_total=-1.33, total=1.17]
Epoch 323:  32%|███▏      | 323/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.33, total=1.17]
Epoch 323:  32%|███▏      | 323/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.35, total=1.15]
Epoch 324:  32%|███▏      | 323/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.35, total=1.15]
Epoch 324:  32%|███▏      | 324/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 325:  32%|███▏      | 324/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.31, total=1.19]
Epoch 325:  32%|███▎      | 325/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.28, total=1.21]
Epoch 326:  32%|███▎      | 325/1000 [00:14<00:29, 23.03it/s, datasets_total=2.5, priors_total=-1.28, total=1.21]
Epoch 326:  33%|███▎      | 326/1000 [00:14<00:29, 22.99it/s, datasets_total=2.5, priors_total=-1.28, total=1.21]
Epoch 326:  33%|███▎      | 326/1000 [00:14<00:29, 22.99it/s, datasets_total=2.5, priors_total=-1.29, total=1.21]
Epoch 327:  33%|███▎      | 326/1000 [00:14<00:29, 22.99it/s, datasets_total=2.5, priors_total=-1.29, total=1.21]
Epoch 327:  33%|███▎      | 327/1000 [00:14<00:29, 22.99it/s, datasets_total=2.5, priors_total=-1.34, total=1.15]
Epoch 328:  33%|███▎      | 327/1000 [00:14<00:29, 22.99it/s, datasets_total=2.5, priors_total=-1.34, total=1.15]
Epoch 328:  33%|███▎      | 328/1000 [00:14<00:29, 22.99it/s, datasets_total=2.49, priors_total=-1.37, total=1.13]
Epoch 329:  33%|███▎      | 328/1000 [00:14<00:29, 22.99it/s, datasets_total=2.49, priors_total=-1.37, total=1.13]
Epoch 329:  33%|███▎      | 329/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.37, total=1.13]
Epoch 329:  33%|███▎      | 329/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.32, total=1.18]
Epoch 330:  33%|███▎      | 329/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.32, total=1.18]
Epoch 330:  33%|███▎      | 330/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.31, total=1.19]
Epoch 331:  33%|███▎      | 330/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.31, total=1.19]
Epoch 331:  33%|███▎      | 331/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.31, total=1.19]
Epoch 332:  33%|███▎      | 331/1000 [00:14<00:29, 22.80it/s, datasets_total=2.49, priors_total=-1.31, total=1.19]
Epoch 332:  33%|███▎      | 332/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.31, total=1.19]
Epoch 332:  33%|███▎      | 332/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.35, total=1.15]
Epoch 333:  33%|███▎      | 332/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.35, total=1.15]
Epoch 333:  33%|███▎      | 333/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.28, total=1.21]
Epoch 334:  33%|███▎      | 333/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.28, total=1.21]
Epoch 334:  33%|███▎      | 334/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.25, total=1.25]
Epoch 335:  33%|███▎      | 334/1000 [00:14<00:29, 22.94it/s, datasets_total=2.49, priors_total=-1.25, total=1.25]
Epoch 335:  34%|███▎      | 335/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.25, total=1.25]
Epoch 335:  34%|███▎      | 335/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.26, total=1.23]
Epoch 336:  34%|███▎      | 335/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.26, total=1.23]
Epoch 336:  34%|███▎      | 336/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.27, total=1.22]
Epoch 337:  34%|███▎      | 336/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.27, total=1.22]
Epoch 337:  34%|███▎      | 337/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 338:  34%|███▎      | 337/1000 [00:14<00:28, 23.01it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 338:  34%|███▍      | 338/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 338:  34%|███▍      | 338/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.28, total=1.21]
Epoch 339:  34%|███▍      | 338/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.28, total=1.21]
Epoch 339:  34%|███▍      | 339/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.34, total=1.15]
Epoch 340:  34%|███▍      | 339/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.34, total=1.15]
Epoch 340:  34%|███▍      | 340/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 341:  34%|███▍      | 340/1000 [00:14<00:28, 23.17it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 341:  34%|███▍      | 341/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 341:  34%|███▍      | 341/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 342:  34%|███▍      | 341/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.3, total=1.19]
Epoch 342:  34%|███▍      | 342/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.36, total=1.13]
Epoch 343:  34%|███▍      | 342/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.36, total=1.13]
Epoch 343:  34%|███▍      | 343/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.29, total=1.2]
Epoch 344:  34%|███▍      | 343/1000 [00:14<00:28, 23.22it/s, datasets_total=2.49, priors_total=-1.29, total=1.2]
Epoch 344:  34%|███▍      | 344/1000 [00:14<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.29, total=1.2]
Epoch 344:  34%|███▍      | 344/1000 [00:14<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.27, total=1.22]
Epoch 345:  34%|███▍      | 344/1000 [00:14<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.27, total=1.22]
Epoch 345:  34%|███▍      | 345/1000 [00:15<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.34, total=1.15]
Epoch 346:  34%|███▍      | 345/1000 [00:15<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.34, total=1.15]
Epoch 346:  35%|███▍      | 346/1000 [00:15<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.23, total=1.25]
Epoch 347:  35%|███▍      | 346/1000 [00:15<00:28, 23.10it/s, datasets_total=2.49, priors_total=-1.23, total=1.25]
Epoch 347:  35%|███▍      | 347/1000 [00:15<00:28, 23.20it/s, datasets_total=2.49, priors_total=-1.23, total=1.25]
Epoch 347:  35%|███▍      | 347/1000 [00:15<00:28, 23.20it/s, datasets_total=2.49, priors_total=-1.34, total=1.14]
Epoch 348:  35%|███▍      | 347/1000 [00:15<00:28, 23.20it/s, datasets_total=2.49, priors_total=-1.34, total=1.14]
Epoch 348:  35%|███▍      | 348/1000 [00:15<00:28, 23.20it/s, datasets_total=2.48, priors_total=-1.38, total=1.11]
Epoch 349:  35%|███▍      | 348/1000 [00:15<00:28, 23.20it/s, datasets_total=2.48, priors_total=-1.38, total=1.11]
Epoch 349:  35%|███▍      | 349/1000 [00:15<00:28, 23.20it/s, datasets_total=2.48, priors_total=-1.29, total=1.19]
Epoch 350:  35%|███▍      | 349/1000 [00:15<00:28, 23.20it/s, datasets_total=2.48, priors_total=-1.29, total=1.19]
Epoch 350:  35%|███▌      | 350/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.29, total=1.19]
Epoch 350:  35%|███▌      | 350/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.35, total=1.13]
Epoch 351:  35%|███▌      | 350/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.35, total=1.13]
Epoch 351:  35%|███▌      | 351/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.29, total=1.2]
Epoch 352:  35%|███▌      | 351/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.29, total=1.2]
Epoch 352:  35%|███▌      | 352/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.37, total=1.11]
Epoch 353:  35%|███▌      | 352/1000 [00:15<00:27, 23.27it/s, datasets_total=2.48, priors_total=-1.37, total=1.11]
Epoch 353:  35%|███▌      | 353/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.37, total=1.11]
Epoch 353:  35%|███▌      | 353/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.33, total=1.15]
Epoch 354:  35%|███▌      | 353/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.33, total=1.15]
Epoch 354:  35%|███▌      | 354/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.31, total=1.18]
Epoch 355:  35%|███▌      | 354/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.31, total=1.18]
Epoch 355:  36%|███▌      | 355/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.36, total=1.12]
Epoch 356:  36%|███▌      | 355/1000 [00:15<00:27, 23.34it/s, datasets_total=2.48, priors_total=-1.36, total=1.12]
Epoch 356:  36%|███▌      | 356/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.36, total=1.12]
Epoch 356:  36%|███▌      | 356/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.3, total=1.18]
Epoch 357:  36%|███▌      | 356/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.3, total=1.18]
Epoch 357:  36%|███▌      | 357/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.17]
Epoch 358:  36%|███▌      | 357/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.17]
Epoch 358:  36%|███▌      | 358/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.28, total=1.2]
Epoch 359:  36%|███▌      | 358/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.28, total=1.2]
Epoch 359:  36%|███▌      | 359/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.28, total=1.2]
Epoch 359:  36%|███▌      | 359/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.34, total=1.14]
Epoch 360:  36%|███▌      | 359/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.34, total=1.14]
Epoch 360:  36%|███▌      | 360/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.35, total=1.13]
Epoch 361:  36%|███▌      | 360/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.35, total=1.13]
Epoch 361:  36%|███▌      | 361/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.32, total=1.16]
Epoch 362:  36%|███▌      | 361/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.32, total=1.16]
Epoch 362:  36%|███▌      | 362/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.32, total=1.16]
Epoch 362:  36%|███▌      | 362/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.3, total=1.18]
Epoch 363:  36%|███▌      | 362/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.3, total=1.18]
Epoch 363:  36%|███▋      | 363/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.33, total=1.15]
Epoch 364:  36%|███▋      | 363/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.33, total=1.15]
Epoch 364:  36%|███▋      | 364/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.32, total=1.15]
Epoch 365:  36%|███▋      | 364/1000 [00:15<00:27, 23.33it/s, datasets_total=2.48, priors_total=-1.32, total=1.15]
Epoch 365:  36%|███▋      | 365/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.32, total=1.15]
Epoch 365:  36%|███▋      | 365/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.36, total=1.12]
Epoch 366:  36%|███▋      | 365/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.36, total=1.12]
Epoch 366:  37%|███▋      | 366/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.17]
Epoch 367:  37%|███▋      | 366/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.17]
Epoch 367:  37%|███▋      | 367/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.16]
Epoch 368:  37%|███▋      | 367/1000 [00:15<00:27, 23.32it/s, datasets_total=2.48, priors_total=-1.31, total=1.16]
Epoch 368:  37%|███▋      | 368/1000 [00:15<00:27, 23.09it/s, datasets_total=2.48, priors_total=-1.31, total=1.16]
Epoch 368:  37%|███▋      | 368/1000 [00:15<00:27, 23.09it/s, datasets_total=2.48, priors_total=-1.29, total=1.18]
Epoch 369:  37%|███▋      | 368/1000 [00:15<00:27, 23.09it/s, datasets_total=2.48, priors_total=-1.29, total=1.18]
Epoch 369:  37%|███▋      | 369/1000 [00:16<00:27, 23.09it/s, datasets_total=2.47, priors_total=-1.32, total=1.16]
Epoch 370:  37%|███▋      | 369/1000 [00:16<00:27, 23.09it/s, datasets_total=2.47, priors_total=-1.32, total=1.16]
Epoch 370:  37%|███▋      | 370/1000 [00:16<00:27, 23.09it/s, datasets_total=2.47, priors_total=-1.26, total=1.21]
Epoch 371:  37%|███▋      | 370/1000 [00:16<00:27, 23.09it/s, datasets_total=2.47, priors_total=-1.26, total=1.21]
Epoch 371:  37%|███▋      | 371/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.26, total=1.21]
Epoch 371:  37%|███▋      | 371/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 372:  37%|███▋      | 371/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 372:  37%|███▋      | 372/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.33, total=1.15]
Epoch 373:  37%|███▋      | 372/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.33, total=1.15]
Epoch 373:  37%|███▋      | 373/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 374:  37%|███▋      | 373/1000 [00:16<00:27, 23.06it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 374:  37%|███▋      | 374/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 374:  37%|███▋      | 374/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 375:  37%|███▋      | 374/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 375:  38%|███▊      | 375/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.36, total=1.12]
Epoch 376:  38%|███▊      | 375/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.36, total=1.12]
Epoch 376:  38%|███▊      | 376/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 377:  38%|███▊      | 376/1000 [00:16<00:27, 23.03it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 377:  38%|███▊      | 377/1000 [00:16<00:27, 23.05it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 377:  38%|███▊      | 377/1000 [00:16<00:27, 23.05it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 378:  38%|███▊      | 377/1000 [00:16<00:27, 23.05it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 378:  38%|███▊      | 378/1000 [00:16<00:26, 23.05it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 379:  38%|███▊      | 378/1000 [00:16<00:26, 23.05it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 379:  38%|███▊      | 379/1000 [00:16<00:26, 23.05it/s, datasets_total=2.47, priors_total=-1.31, total=1.17]
Epoch 380:  38%|███▊      | 379/1000 [00:16<00:26, 23.05it/s, datasets_total=2.47, priors_total=-1.31, total=1.17]
Epoch 380:  38%|███▊      | 380/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.31, total=1.17]
Epoch 380:  38%|███▊      | 380/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.32, total=1.16]
Epoch 381:  38%|███▊      | 380/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.32, total=1.16]
Epoch 381:  38%|███▊      | 381/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 382:  38%|███▊      | 381/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 382:  38%|███▊      | 382/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.37, total=1.1]
Epoch 383:  38%|███▊      | 382/1000 [00:16<00:26, 23.10it/s, datasets_total=2.47, priors_total=-1.37, total=1.1]
Epoch 383:  38%|███▊      | 383/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.37, total=1.1]
Epoch 383:  38%|███▊      | 383/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.35, total=1.13]
Epoch 384:  38%|███▊      | 383/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.35, total=1.13]
Epoch 384:  38%|███▊      | 384/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.38, total=1.09]
Epoch 385:  38%|███▊      | 384/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.38, total=1.09]
Epoch 385:  38%|███▊      | 385/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 386:  38%|███▊      | 385/1000 [00:16<00:26, 23.19it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 386:  39%|███▊      | 386/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.29, total=1.18]
Epoch 386:  39%|███▊      | 386/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 387:  39%|███▊      | 386/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.33, total=1.14]
Epoch 387:  39%|███▊      | 387/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.39, total=1.08]
Epoch 388:  39%|███▊      | 387/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.39, total=1.08]
Epoch 388:  39%|███▉      | 388/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.3, total=1.17]
Epoch 389:  39%|███▉      | 388/1000 [00:16<00:26, 23.09it/s, datasets_total=2.47, priors_total=-1.3, total=1.17]
Epoch 389:  39%|███▉      | 389/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.3, total=1.17]
Epoch 389:  39%|███▉      | 389/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.34, total=1.12]
Epoch 390:  39%|███▉      | 389/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.34, total=1.12]
Epoch 390:  39%|███▉      | 390/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.34, total=1.13]
Epoch 391:  39%|███▉      | 390/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.34, total=1.13]
Epoch 391:  39%|███▉      | 391/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 392:  39%|███▉      | 391/1000 [00:16<00:26, 23.18it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 392:  39%|███▉      | 392/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.32, total=1.15]
Epoch 392:  39%|███▉      | 392/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.35, total=1.12]
Epoch 393:  39%|███▉      | 392/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.35, total=1.12]
Epoch 393:  39%|███▉      | 393/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.27, total=1.19]
Epoch 394:  39%|███▉      | 393/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.27, total=1.19]
Epoch 394:  39%|███▉      | 394/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.28, total=1.19]
Epoch 395:  39%|███▉      | 394/1000 [00:17<00:26, 23.26it/s, datasets_total=2.47, priors_total=-1.28, total=1.19]
Epoch 395:  40%|███▉      | 395/1000 [00:17<00:25, 23.36it/s, datasets_total=2.47, priors_total=-1.28, total=1.19]
Epoch 395:  40%|███▉      | 395/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.3, total=1.16]
Epoch 396:  40%|███▉      | 395/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.3, total=1.16]
Epoch 396:  40%|███▉      | 396/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.34, total=1.12]
Epoch 397:  40%|███▉      | 396/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.34, total=1.12]
Epoch 397:  40%|███▉      | 397/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.35, total=1.11]
Epoch 398:  40%|███▉      | 397/1000 [00:17<00:25, 23.36it/s, datasets_total=2.46, priors_total=-1.35, total=1.11]
Epoch 398:  40%|███▉      | 398/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.35, total=1.11]
Epoch 398:  40%|███▉      | 398/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 399:  40%|███▉      | 398/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 399:  40%|███▉      | 399/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.34, total=1.13]
Epoch 400:  40%|███▉      | 399/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.34, total=1.13]
Epoch 400:  40%|████      | 400/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.38, total=1.09]
Epoch 401:  40%|████      | 400/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.38, total=1.09]
Epoch 401:  40%|████      | 401/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.38, total=1.09]
Epoch 401:  40%|████      | 401/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 402:  40%|████      | 401/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 402:  40%|████      | 402/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 403:  40%|████      | 402/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 403:  40%|████      | 403/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.28, total=1.18]
Epoch 404:  40%|████      | 403/1000 [00:17<00:25, 23.29it/s, datasets_total=2.46, priors_total=-1.28, total=1.18]
Epoch 404:  40%|████      | 404/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.28, total=1.18]
Epoch 404:  40%|████      | 404/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.32, total=1.15]
Epoch 405:  40%|████      | 404/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.32, total=1.15]
Epoch 405:  40%|████      | 405/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 406:  40%|████      | 405/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 406:  41%|████      | 406/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.23, total=1.24]
Epoch 407:  41%|████      | 406/1000 [00:17<00:25, 23.30it/s, datasets_total=2.46, priors_total=-1.23, total=1.24]
Epoch 407:  41%|████      | 407/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.23, total=1.24]
Epoch 407:  41%|████      | 407/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 408:  41%|████      | 407/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 408:  41%|████      | 408/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 409:  41%|████      | 408/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.29, total=1.18]
Epoch 409:  41%|████      | 409/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 410:  41%|████      | 409/1000 [00:17<00:25, 23.22it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 410:  41%|████      | 410/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 410:  41%|████      | 410/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.35, total=1.12]
Epoch 411:  41%|████      | 410/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.35, total=1.12]
Epoch 411:  41%|████      | 411/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 412:  41%|████      | 411/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 412:  41%|████      | 412/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 413:  41%|████      | 412/1000 [00:17<00:25, 23.20it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 413:  41%|████▏     | 413/1000 [00:17<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 413:  41%|████▏     | 413/1000 [00:17<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 414:  41%|████▏     | 413/1000 [00:17<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.33, total=1.13]
Epoch 414:  41%|████▏     | 414/1000 [00:17<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.27, total=1.19]
Epoch 415:  41%|████▏     | 414/1000 [00:17<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.27, total=1.19]
Epoch 415:  42%|████▏     | 415/1000 [00:18<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 416:  42%|████▏     | 415/1000 [00:18<00:25, 23.03it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 416:  42%|████▏     | 416/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.26, total=1.2]
Epoch 416:  42%|████▏     | 416/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.31, total=1.15]
Epoch 417:  42%|████▏     | 416/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.31, total=1.15]
Epoch 417:  42%|████▏     | 417/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.28, total=1.17]
Epoch 418:  42%|████▏     | 417/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.28, total=1.17]
Epoch 418:  42%|████▏     | 418/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 419:  42%|████▏     | 418/1000 [00:18<00:25, 22.72it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 419:  42%|████▏     | 419/1000 [00:18<00:25, 22.54it/s, datasets_total=2.46, priors_total=-1.32, total=1.14]
Epoch 419:  42%|████▏     | 419/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.28, total=1.17]
Epoch 420:  42%|████▏     | 419/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.28, total=1.17]
Epoch 420:  42%|████▏     | 420/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 421:  42%|████▏     | 420/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 421:  42%|████▏     | 421/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 422:  42%|████▏     | 421/1000 [00:18<00:25, 22.54it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 422:  42%|████▏     | 422/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 422:  42%|████▏     | 422/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.28, total=1.17]
Epoch 423:  42%|████▏     | 422/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.28, total=1.17]
Epoch 423:  42%|████▏     | 423/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 424:  42%|████▏     | 423/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 424:  42%|████▏     | 424/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 425:  42%|████▏     | 424/1000 [00:18<00:25, 22.56it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 425:  42%|████▎     | 425/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 425:  42%|████▎     | 425/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 426:  42%|████▎     | 425/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 426:  43%|████▎     | 426/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 427:  43%|████▎     | 426/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 427:  43%|████▎     | 427/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 428:  43%|████▎     | 427/1000 [00:18<00:25, 22.80it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 428:  43%|████▎     | 428/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 428:  43%|████▎     | 428/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 429:  43%|████▎     | 428/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 429:  43%|████▎     | 429/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.25, total=1.2]
Epoch 430:  43%|████▎     | 429/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.25, total=1.2]
Epoch 430:  43%|████▎     | 430/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 431:  43%|████▎     | 430/1000 [00:18<00:24, 22.89it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 431:  43%|████▎     | 431/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 431:  43%|████▎     | 431/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.35, total=1.1]
Epoch 432:  43%|████▎     | 431/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.35, total=1.1]
Epoch 432:  43%|████▎     | 432/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 433:  43%|████▎     | 432/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 433:  43%|████▎     | 433/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 434:  43%|████▎     | 433/1000 [00:18<00:24, 23.05it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 434:  43%|████▎     | 434/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 434:  43%|████▎     | 434/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.23, total=1.22]
Epoch 435:  43%|████▎     | 434/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.23, total=1.22]
Epoch 435:  44%|████▎     | 435/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 436:  44%|████▎     | 435/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 436:  44%|████▎     | 436/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 437:  44%|████▎     | 436/1000 [00:18<00:24, 23.17it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 437:  44%|████▎     | 437/1000 [00:18<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 437:  44%|████▎     | 437/1000 [00:18<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.24, total=1.21]
Epoch 438:  44%|████▎     | 437/1000 [00:18<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.24, total=1.21]
Epoch 438:  44%|████▍     | 438/1000 [00:19<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.3, total=1.15]
Epoch 439:  44%|████▍     | 438/1000 [00:19<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.3, total=1.15]
Epoch 439:  44%|████▍     | 439/1000 [00:19<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.35, total=1.1]
Epoch 440:  44%|████▍     | 439/1000 [00:19<00:24, 23.18it/s, datasets_total=2.45, priors_total=-1.35, total=1.1]
Epoch 440:  44%|████▍     | 440/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.35, total=1.1]
Epoch 440:  44%|████▍     | 440/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 441:  44%|████▍     | 440/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.36, total=1.09]
Epoch 441:  44%|████▍     | 441/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.28, total=1.16]
Epoch 442:  44%|████▍     | 441/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.28, total=1.16]
Epoch 442:  44%|████▍     | 442/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.26, total=1.19]
Epoch 443:  44%|████▍     | 442/1000 [00:19<00:24, 23.19it/s, datasets_total=2.45, priors_total=-1.26, total=1.19]
Epoch 443:  44%|████▍     | 443/1000 [00:19<00:24, 23.20it/s, datasets_total=2.45, priors_total=-1.26, total=1.19]
Epoch 443:  44%|████▍     | 443/1000 [00:19<00:24, 23.20it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 444:  44%|████▍     | 443/1000 [00:19<00:24, 23.20it/s, datasets_total=2.45, priors_total=-1.31, total=1.14]
Epoch 444:  44%|████▍     | 444/1000 [00:19<00:23, 23.20it/s, datasets_total=2.45, priors_total=-1.29, total=1.15]
Epoch 445:  44%|████▍     | 444/1000 [00:19<00:23, 23.20it/s, datasets_total=2.45, priors_total=-1.29, total=1.15]
Epoch 445:  44%|████▍     | 445/1000 [00:19<00:23, 23.20it/s, datasets_total=2.45, priors_total=-1.27, total=1.17]
Epoch 446:  44%|████▍     | 445/1000 [00:19<00:23, 23.20it/s, datasets_total=2.45, priors_total=-1.27, total=1.17]
Epoch 446:  45%|████▍     | 446/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.27, total=1.17]
Epoch 446:  45%|████▍     | 446/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 447:  45%|████▍     | 446/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 447:  45%|████▍     | 447/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.39, total=1.06]
Epoch 448:  45%|████▍     | 447/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.39, total=1.06]
Epoch 448:  45%|████▍     | 448/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.29, total=1.15]
Epoch 449:  45%|████▍     | 448/1000 [00:19<00:23, 23.29it/s, datasets_total=2.45, priors_total=-1.29, total=1.15]
Epoch 449:  45%|████▍     | 449/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.29, total=1.15]
Epoch 449:  45%|████▍     | 449/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 450:  45%|████▍     | 449/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 450:  45%|████▌     | 450/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 451:  45%|████▌     | 450/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.32, total=1.13]
Epoch 451:  45%|████▌     | 451/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.37, total=1.07]
Epoch 452:  45%|████▌     | 451/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.37, total=1.07]
Epoch 452:  45%|████▌     | 452/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.37, total=1.07]
Epoch 452:  45%|████▌     | 452/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.34, total=1.1]
Epoch 453:  45%|████▌     | 452/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.34, total=1.1]
Epoch 453:  45%|████▌     | 453/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 454:  45%|████▌     | 453/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.29, total=1.16]
Epoch 454:  45%|████▌     | 454/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 455:  45%|████▌     | 454/1000 [00:19<00:23, 23.22it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 455:  46%|████▌     | 455/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.27, total=1.18]
Epoch 455:  46%|████▌     | 455/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.34, total=1.1]
Epoch 456:  46%|████▌     | 455/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.34, total=1.1]
Epoch 456:  46%|████▌     | 456/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.32, total=1.12]
Epoch 457:  46%|████▌     | 456/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.32, total=1.12]
Epoch 457:  46%|████▌     | 457/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 458:  46%|████▌     | 457/1000 [00:19<00:23, 23.21it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 458:  46%|████▌     | 458/1000 [00:19<00:23, 23.19it/s, datasets_total=2.45, priors_total=-1.33, total=1.12]
Epoch 458:  46%|████▌     | 458/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.33, total=1.12]
Epoch 459:  46%|████▌     | 458/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.33, total=1.12]
Epoch 459:  46%|████▌     | 459/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.37, total=1.07]
Epoch 460:  46%|████▌     | 459/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.37, total=1.07]
Epoch 460:  46%|████▌     | 460/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.25, total=1.2]
Epoch 461:  46%|████▌     | 460/1000 [00:19<00:23, 23.19it/s, datasets_total=2.44, priors_total=-1.25, total=1.2]
Epoch 461:  46%|████▌     | 461/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.25, total=1.2]
Epoch 461:  46%|████▌     | 461/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.34, total=1.11]
Epoch 462:  46%|████▌     | 461/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.34, total=1.11]
Epoch 462:  46%|████▌     | 462/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.33, total=1.11]
Epoch 463:  46%|████▌     | 462/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.33, total=1.11]
Epoch 463:  46%|████▋     | 463/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 464:  46%|████▋     | 463/1000 [00:20<00:23, 22.87it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 464:  46%|████▋     | 464/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 464:  46%|████▋     | 464/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.33, total=1.11]
Epoch 465:  46%|████▋     | 464/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.33, total=1.11]
Epoch 465:  46%|████▋     | 465/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.26, total=1.18]
Epoch 466:  46%|████▋     | 465/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.26, total=1.18]
Epoch 466:  47%|████▋     | 466/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.27, total=1.17]
Epoch 467:  47%|████▋     | 466/1000 [00:20<00:23, 22.85it/s, datasets_total=2.44, priors_total=-1.27, total=1.17]
Epoch 467:  47%|████▋     | 467/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.27, total=1.17]
Epoch 467:  47%|████▋     | 467/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.3, total=1.14]
Epoch 468:  47%|████▋     | 467/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.3, total=1.14]
Epoch 468:  47%|████▋     | 468/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.36, total=1.09]
Epoch 469:  47%|████▋     | 468/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.36, total=1.09]
Epoch 469:  47%|████▋     | 469/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.36, total=1.08]
Epoch 470:  47%|████▋     | 469/1000 [00:20<00:23, 22.76it/s, datasets_total=2.44, priors_total=-1.36, total=1.08]
Epoch 470:  47%|████▋     | 470/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.36, total=1.08]
Epoch 470:  47%|████▋     | 470/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 471:  47%|████▋     | 470/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 471:  47%|████▋     | 471/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 472:  47%|████▋     | 471/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 472:  47%|████▋     | 472/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 473:  47%|████▋     | 472/1000 [00:20<00:23, 22.91it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 473:  47%|████▋     | 473/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 473:  47%|████▋     | 473/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.35, total=1.09]
Epoch 474:  47%|████▋     | 473/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.35, total=1.09]
Epoch 474:  47%|████▋     | 474/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 475:  47%|████▋     | 474/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 475:  48%|████▊     | 475/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 476:  48%|████▊     | 475/1000 [00:20<00:22, 22.96it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 476:  48%|████▊     | 476/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 476:  48%|████▊     | 476/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 477:  48%|████▊     | 476/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 477:  48%|████▊     | 477/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 478:  48%|████▊     | 477/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.31, total=1.13]
Epoch 478:  48%|████▊     | 478/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 479:  48%|████▊     | 478/1000 [00:20<00:22, 23.06it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 479:  48%|████▊     | 479/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 479:  48%|████▊     | 479/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.39, total=1.05]
Epoch 480:  48%|████▊     | 479/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.39, total=1.05]
Epoch 480:  48%|████▊     | 480/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 481:  48%|████▊     | 480/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 481:  48%|████▊     | 481/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 482:  48%|████▊     | 481/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 482:  48%|████▊     | 482/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.29, total=1.15]
Epoch 482:  48%|████▊     | 482/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.33, total=1.1]
Epoch 483:  48%|████▊     | 482/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.33, total=1.1]
Epoch 483:  48%|████▊     | 483/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 484:  48%|████▊     | 483/1000 [00:20<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.12]
Epoch 484:  48%|████▊     | 484/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.37, total=1.07]
Epoch 485:  48%|████▊     | 484/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.37, total=1.07]
Epoch 485:  48%|████▊     | 485/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.37, total=1.07]
Epoch 485:  48%|████▊     | 485/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.22, total=1.21]
Epoch 486:  48%|████▊     | 485/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.22, total=1.21]
Epoch 486:  49%|████▊     | 486/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.3, total=1.14]
Epoch 487:  49%|████▊     | 486/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.3, total=1.14]
Epoch 487:  49%|████▊     | 487/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.31, total=1.12]
Epoch 488:  49%|████▊     | 487/1000 [00:21<00:22, 23.03it/s, datasets_total=2.44, priors_total=-1.31, total=1.12]
Epoch 488:  49%|████▉     | 488/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.31, total=1.12]
Epoch 488:  49%|████▉     | 488/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.3, total=1.13]
Epoch 489:  49%|████▉     | 488/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.3, total=1.13]
Epoch 489:  49%|████▉     | 489/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.11]
Epoch 490:  49%|████▉     | 489/1000 [00:21<00:22, 22.97it/s, datasets_total=2.44, priors_total=-1.32, total=1.11]
Epoch 490:  49%|████▉     | 490/1000 [00:21<00:22, 22.97it/s, datasets_total=2.43, priors_total=-1.35, total=1.08]
Epoch 491:  49%|████▉     | 490/1000 [00:21<00:22, 22.97it/s, datasets_total=2.43, priors_total=-1.35, total=1.08]
Epoch 491:  49%|████▉     | 491/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.35, total=1.08]
Epoch 491:  49%|████▉     | 491/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 492:  49%|████▉     | 491/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 492:  49%|████▉     | 492/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 493:  49%|████▉     | 492/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 493:  49%|████▉     | 493/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.26, total=1.17]
Epoch 494:  49%|████▉     | 493/1000 [00:21<00:22, 22.95it/s, datasets_total=2.43, priors_total=-1.26, total=1.17]
Epoch 494:  49%|████▉     | 494/1000 [00:21<00:22, 22.83it/s, datasets_total=2.43, priors_total=-1.26, total=1.17]
Epoch 494:  49%|████▉     | 494/1000 [00:21<00:22, 22.83it/s, datasets_total=2.43, priors_total=-1.34, total=1.1]
Epoch 495:  49%|████▉     | 494/1000 [00:21<00:22, 22.83it/s, datasets_total=2.43, priors_total=-1.34, total=1.1]
Epoch 495:  50%|████▉     | 495/1000 [00:21<00:22, 22.83it/s, datasets_total=2.43, priors_total=-1.31, total=1.13]
Epoch 496:  50%|████▉     | 495/1000 [00:21<00:22, 22.83it/s, datasets_total=2.43, priors_total=-1.31, total=1.13]
Epoch 496:  50%|████▉     | 496/1000 [00:21<00:22, 22.83it/s, datasets_total=2.44, priors_total=-1.33, total=1.1]
Epoch 497:  50%|████▉     | 496/1000 [00:21<00:22, 22.83it/s, datasets_total=2.44, priors_total=-1.33, total=1.1]
Epoch 497:  50%|████▉     | 497/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.33, total=1.1]
Epoch 497:  50%|████▉     | 497/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.24, total=1.19]
Epoch 498:  50%|████▉     | 497/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.24, total=1.19]
Epoch 498:  50%|████▉     | 498/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.22, total=1.21]
Epoch 499:  50%|████▉     | 498/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.22, total=1.21]
Epoch 499:  50%|████▉     | 499/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.36, total=1.07]
Epoch 500:  50%|████▉     | 499/1000 [00:21<00:22, 22.68it/s, datasets_total=2.44, priors_total=-1.36, total=1.07]
Epoch 500:  50%|█████     | 500/1000 [00:21<00:22, 22.55it/s, datasets_total=2.44, priors_total=-1.36, total=1.07]
Epoch 500:  50%|█████     | 500/1000 [00:21<00:22, 22.55it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 501:  50%|█████     | 500/1000 [00:21<00:22, 22.55it/s, datasets_total=2.44, priors_total=-1.28, total=1.16]
Epoch 501:  50%|█████     | 501/1000 [00:21<00:22, 22.55it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 502:  50%|█████     | 501/1000 [00:21<00:22, 22.55it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 502:  50%|█████     | 502/1000 [00:21<00:22, 22.55it/s, datasets_total=2.43, priors_total=-1.37, total=1.06]
Epoch 503:  50%|█████     | 502/1000 [00:21<00:22, 22.55it/s, datasets_total=2.43, priors_total=-1.37, total=1.06]
Epoch 503:  50%|█████     | 503/1000 [00:21<00:22, 22.52it/s, datasets_total=2.43, priors_total=-1.37, total=1.06]
Epoch 503:  50%|█████     | 503/1000 [00:21<00:22, 22.52it/s, datasets_total=2.43, priors_total=-1.28, total=1.15]
Epoch 504:  50%|█████     | 503/1000 [00:21<00:22, 22.52it/s, datasets_total=2.43, priors_total=-1.28, total=1.15]
Epoch 504:  50%|█████     | 504/1000 [00:21<00:22, 22.52it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 505:  50%|█████     | 504/1000 [00:21<00:22, 22.52it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 505:  50%|█████     | 505/1000 [00:21<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.28, total=1.15]
Epoch 506:  50%|█████     | 505/1000 [00:21<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.28, total=1.15]
Epoch 506:  51%|█████     | 506/1000 [00:21<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.28, total=1.15]
Epoch 506:  51%|█████     | 506/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.33, total=1.1]
Epoch 507:  51%|█████     | 506/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.33, total=1.1]
Epoch 507:  51%|█████     | 507/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 508:  51%|█████     | 507/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 508:  51%|█████     | 508/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 509:  51%|█████     | 508/1000 [00:22<00:21, 22.52it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 509:  51%|█████     | 509/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 509:  51%|█████     | 509/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 510:  51%|█████     | 509/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 510:  51%|█████     | 510/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.35, total=1.08]
Epoch 511:  51%|█████     | 510/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.35, total=1.08]
Epoch 511:  51%|█████     | 511/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.33, total=1.1]
Epoch 512:  51%|█████     | 511/1000 [00:22<00:21, 22.61it/s, datasets_total=2.43, priors_total=-1.33, total=1.1]
Epoch 512:  51%|█████     | 512/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.33, total=1.1]
Epoch 512:  51%|█████     | 512/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 513:  51%|█████     | 512/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 513:  51%|█████▏    | 513/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 514:  51%|█████▏    | 513/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 514:  51%|█████▏    | 514/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 515:  51%|█████▏    | 514/1000 [00:22<00:21, 22.67it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 515:  52%|█████▏    | 515/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 515:  52%|█████▏    | 515/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 516:  52%|█████▏    | 515/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.3, total=1.13]
Epoch 516:  52%|█████▏    | 516/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.22, total=1.2]
Epoch 517:  52%|█████▏    | 516/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.22, total=1.2]
Epoch 517:  52%|█████▏    | 517/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 518:  52%|█████▏    | 517/1000 [00:22<00:21, 22.78it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 518:  52%|█████▏    | 518/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 518:  52%|█████▏    | 518/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 519:  52%|█████▏    | 518/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.29, total=1.14]
Epoch 519:  52%|█████▏    | 519/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.28, total=1.14]
Epoch 520:  52%|█████▏    | 519/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.28, total=1.14]
Epoch 520:  52%|█████▏    | 520/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.33, total=1.09]
Epoch 521:  52%|█████▏    | 520/1000 [00:22<00:21, 22.81it/s, datasets_total=2.43, priors_total=-1.33, total=1.09]
Epoch 521:  52%|█████▏    | 521/1000 [00:22<00:21, 22.80it/s, datasets_total=2.43, priors_total=-1.33, total=1.09]
Epoch 521:  52%|█████▏    | 521/1000 [00:22<00:21, 22.80it/s, datasets_total=2.42, priors_total=-1.3, total=1.13]
Epoch 522:  52%|█████▏    | 521/1000 [00:22<00:21, 22.80it/s, datasets_total=2.42, priors_total=-1.3, total=1.13]
Epoch 522:  52%|█████▏    | 522/1000 [00:22<00:20, 22.80it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 523:  52%|█████▏    | 522/1000 [00:22<00:20, 22.80it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 523:  52%|█████▏    | 523/1000 [00:22<00:20, 22.80it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 524:  52%|█████▏    | 523/1000 [00:22<00:20, 22.80it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 524:  52%|█████▏    | 524/1000 [00:22<00:20, 22.90it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 524:  52%|█████▏    | 524/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 525:  52%|█████▏    | 524/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.32, total=1.11]
Epoch 525:  52%|█████▎    | 525/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.31, total=1.12]
Epoch 526:  52%|█████▎    | 525/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.31, total=1.12]
Epoch 526:  53%|█████▎    | 526/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.26, total=1.16]
Epoch 527:  53%|█████▎    | 526/1000 [00:22<00:20, 22.90it/s, datasets_total=2.43, priors_total=-1.26, total=1.16]
Epoch 527:  53%|█████▎    | 527/1000 [00:22<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.26, total=1.16]
Epoch 527:  53%|█████▎    | 527/1000 [00:22<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.31, total=1.12]
Epoch 528:  53%|█████▎    | 527/1000 [00:22<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.31, total=1.12]
Epoch 528:  53%|█████▎    | 528/1000 [00:22<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.32, total=1.1]
Epoch 529:  53%|█████▎    | 528/1000 [00:22<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.32, total=1.1]
Epoch 529:  53%|█████▎    | 529/1000 [00:23<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 530:  53%|█████▎    | 529/1000 [00:23<00:20, 22.93it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 530:  53%|█████▎    | 530/1000 [00:23<00:20, 23.02it/s, datasets_total=2.43, priors_total=-1.36, total=1.07]
Epoch 530:  53%|█████▎    | 530/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 531:  53%|█████▎    | 530/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 531:  53%|█████▎    | 531/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 532:  53%|█████▎    | 531/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 532:  53%|█████▎    | 532/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 533:  53%|█████▎    | 532/1000 [00:23<00:20, 23.02it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 533:  53%|█████▎    | 533/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 533:  53%|█████▎    | 533/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 534:  53%|█████▎    | 533/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 534:  53%|█████▎    | 534/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 535:  53%|█████▎    | 534/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 535:  54%|█████▎    | 535/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 536:  54%|█████▎    | 535/1000 [00:23<00:20, 23.13it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 536:  54%|█████▎    | 536/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 536:  54%|█████▎    | 536/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 537:  54%|█████▎    | 536/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 537:  54%|█████▎    | 537/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 538:  54%|█████▎    | 537/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 538:  54%|█████▍    | 538/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 539:  54%|█████▍    | 538/1000 [00:23<00:20, 23.08it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 539:  54%|█████▍    | 539/1000 [00:23<00:20, 23.00it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 539:  54%|█████▍    | 539/1000 [00:23<00:20, 23.00it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 540:  54%|█████▍    | 539/1000 [00:23<00:20, 23.00it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 540:  54%|█████▍    | 540/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 541:  54%|█████▍    | 540/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 541:  54%|█████▍    | 541/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.31, total=1.12]
Epoch 542:  54%|█████▍    | 541/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.31, total=1.12]
Epoch 542:  54%|█████▍    | 542/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.31, total=1.12]
Epoch 542:  54%|█████▍    | 542/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.29, total=1.14]
Epoch 543:  54%|█████▍    | 542/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.29, total=1.14]
Epoch 543:  54%|█████▍    | 543/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.29, total=1.14]
Epoch 544:  54%|█████▍    | 543/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.29, total=1.14]
Epoch 544:  54%|█████▍    | 544/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 545:  54%|█████▍    | 544/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 545:  55%|█████▍    | 545/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 545:  55%|█████▍    | 545/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.34, total=1.09]
Epoch 546:  55%|█████▍    | 545/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.34, total=1.09]
Epoch 546:  55%|█████▍    | 546/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.27, total=1.15]
Epoch 547:  55%|█████▍    | 546/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.27, total=1.15]
Epoch 547:  55%|█████▍    | 547/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.34, total=1.08]
Epoch 548:  55%|█████▍    | 547/1000 [00:23<00:19, 23.07it/s, datasets_total=2.42, priors_total=-1.34, total=1.08]
Epoch 548:  55%|█████▍    | 548/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.34, total=1.08]
Epoch 548:  55%|█████▍    | 548/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 549:  55%|█████▍    | 548/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 549:  55%|█████▍    | 549/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 550:  55%|█████▍    | 549/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 550:  55%|█████▌    | 550/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.29, total=1.13]
Epoch 551:  55%|█████▌    | 550/1000 [00:23<00:19, 23.04it/s, datasets_total=2.42, priors_total=-1.29, total=1.13]
Epoch 551:  55%|█████▌    | 551/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.29, total=1.13]
Epoch 551:  55%|█████▌    | 551/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.29, total=1.12]
Epoch 552:  55%|█████▌    | 551/1000 [00:23<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.29, total=1.12]
Epoch 552:  55%|█████▌    | 552/1000 [00:24<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 553:  55%|█████▌    | 552/1000 [00:24<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 553:  55%|█████▌    | 553/1000 [00:24<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 554:  55%|█████▌    | 553/1000 [00:24<00:19, 23.00it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 554:  55%|█████▌    | 554/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 554:  55%|█████▌    | 554/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 555:  55%|█████▌    | 554/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 555:  56%|█████▌    | 555/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 556:  56%|█████▌    | 555/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.26, total=1.16]
Epoch 556:  56%|█████▌    | 556/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.27, total=1.15]
Epoch 557:  56%|█████▌    | 556/1000 [00:24<00:19, 22.86it/s, datasets_total=2.42, priors_total=-1.27, total=1.15]
Epoch 557:  56%|█████▌    | 557/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.27, total=1.15]
Epoch 557:  56%|█████▌    | 557/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.24, total=1.18]
Epoch 558:  56%|█████▌    | 557/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.24, total=1.18]
Epoch 558:  56%|█████▌    | 558/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 559:  56%|█████▌    | 558/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 559:  56%|█████▌    | 559/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.31, total=1.1]
Epoch 560:  56%|█████▌    | 559/1000 [00:24<00:19, 22.68it/s, datasets_total=2.42, priors_total=-1.31, total=1.1]
Epoch 560:  56%|█████▌    | 560/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.31, total=1.1]
Epoch 560:  56%|█████▌    | 560/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 561:  56%|█████▌    | 560/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.25, total=1.17]
Epoch 561:  56%|█████▌    | 561/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.29, total=1.13]
Epoch 562:  56%|█████▌    | 561/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.29, total=1.13]
Epoch 562:  56%|█████▌    | 562/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 563:  56%|█████▌    | 562/1000 [00:24<00:19, 22.57it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 563:  56%|█████▋    | 563/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 563:  56%|█████▋    | 563/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.25, total=1.16]
Epoch 564:  56%|█████▋    | 563/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.25, total=1.16]
Epoch 564:  56%|█████▋    | 564/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 565:  56%|█████▋    | 564/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 565:  56%|█████▋    | 565/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.24, total=1.18]
Epoch 566:  56%|█████▋    | 565/1000 [00:24<00:19, 22.63it/s, datasets_total=2.42, priors_total=-1.24, total=1.18]
Epoch 566:  57%|█████▋    | 566/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.24, total=1.18]
Epoch 566:  57%|█████▋    | 566/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.29, total=1.12]
Epoch 567:  57%|█████▋    | 566/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.29, total=1.12]
Epoch 567:  57%|█████▋    | 567/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 568:  57%|█████▋    | 567/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 568:  57%|█████▋    | 568/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 569:  57%|█████▋    | 568/1000 [00:24<00:19, 22.55it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 569:  57%|█████▋    | 569/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.35, total=1.07]
Epoch 569:  57%|█████▋    | 569/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 570:  57%|█████▋    | 569/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.22, total=1.2]
Epoch 570:  57%|█████▋    | 570/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 571:  57%|█████▋    | 570/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 571:  57%|█████▋    | 571/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 572:  57%|█████▋    | 571/1000 [00:24<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 572:  57%|█████▋    | 572/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 572:  57%|█████▋    | 572/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 573:  57%|█████▋    | 572/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.28, total=1.14]
Epoch 573:  57%|█████▋    | 573/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.34, total=1.08]
Epoch 574:  57%|█████▋    | 573/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.34, total=1.08]
Epoch 574:  57%|█████▋    | 574/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.32, total=1.09]
Epoch 575:  57%|█████▋    | 574/1000 [00:24<00:18, 22.84it/s, datasets_total=2.42, priors_total=-1.32, total=1.09]
Epoch 575:  57%|█████▊    | 575/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.32, total=1.09]
Epoch 575:  57%|█████▊    | 575/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 576:  57%|█████▊    | 575/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 576:  58%|█████▊    | 576/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 577:  58%|█████▊    | 576/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 577:  58%|█████▊    | 577/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 578:  58%|█████▊    | 577/1000 [00:25<00:18, 22.90it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 578:  58%|█████▊    | 578/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.32, total=1.1]
Epoch 578:  58%|█████▊    | 578/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 579:  58%|█████▊    | 578/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 579:  58%|█████▊    | 579/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 580:  58%|█████▊    | 579/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 580:  58%|█████▊    | 580/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.27, total=1.14]
Epoch 581:  58%|█████▊    | 580/1000 [00:25<00:18, 22.71it/s, datasets_total=2.42, priors_total=-1.27, total=1.14]
Epoch 581:  58%|█████▊    | 581/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.27, total=1.14]
Epoch 581:  58%|█████▊    | 581/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 582:  58%|█████▊    | 581/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 582:  58%|█████▊    | 582/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 583:  58%|█████▊    | 582/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.33, total=1.09]
Epoch 583:  58%|█████▊    | 583/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 584:  58%|█████▊    | 583/1000 [00:25<00:18, 22.78it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 584:  58%|█████▊    | 584/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.3, total=1.12]
Epoch 584:  58%|█████▊    | 584/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.33, total=1.08]
Epoch 585:  58%|█████▊    | 584/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.33, total=1.08]
Epoch 585:  58%|█████▊    | 585/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.31, total=1.1]
Epoch 586:  58%|█████▊    | 585/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.31, total=1.1]
Epoch 586:  59%|█████▊    | 586/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 587:  59%|█████▊    | 586/1000 [00:25<00:18, 22.79it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 587:  59%|█████▊    | 587/1000 [00:25<00:18, 22.86it/s, datasets_total=2.42, priors_total=-1.31, total=1.11]
Epoch 587:  59%|█████▊    | 587/1000 [00:25<00:18, 22.86it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 588:  59%|█████▊    | 587/1000 [00:25<00:18, 22.86it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 588:  59%|█████▉    | 588/1000 [00:25<00:18, 22.86it/s, datasets_total=2.41, priors_total=-1.29, total=1.13]
Epoch 589:  59%|█████▉    | 588/1000 [00:25<00:18, 22.86it/s, datasets_total=2.41, priors_total=-1.29, total=1.13]
Epoch 589:  59%|█████▉    | 589/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 590:  59%|█████▉    | 589/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 590:  59%|█████▉    | 590/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 590:  59%|█████▉    | 590/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 591:  59%|█████▉    | 590/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 591:  59%|█████▉    | 591/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 592:  59%|█████▉    | 591/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 592:  59%|█████▉    | 592/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.23, total=1.18]
Epoch 593:  59%|█████▉    | 592/1000 [00:25<00:17, 22.86it/s, datasets_total=2.41, priors_total=-1.23, total=1.18]
Epoch 593:  59%|█████▉    | 593/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.23, total=1.18]
Epoch 593:  59%|█████▉    | 593/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 594:  59%|█████▉    | 593/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 594:  59%|█████▉    | 594/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 595:  59%|█████▉    | 594/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 595:  60%|█████▉    | 595/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.29, total=1.12]
Epoch 596:  60%|█████▉    | 595/1000 [00:25<00:17, 22.75it/s, datasets_total=2.41, priors_total=-1.29, total=1.12]
Epoch 596:  60%|█████▉    | 596/1000 [00:25<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.29, total=1.12]
Epoch 596:  60%|█████▉    | 596/1000 [00:25<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.34, total=1.07]
Epoch 597:  60%|█████▉    | 596/1000 [00:25<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.34, total=1.07]
Epoch 597:  60%|█████▉    | 597/1000 [00:25<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.35, total=1.06]
Epoch 598:  60%|█████▉    | 597/1000 [00:25<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.35, total=1.06]
Epoch 598:  60%|█████▉    | 598/1000 [00:26<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.37, total=1.04]
Epoch 599:  60%|█████▉    | 598/1000 [00:26<00:17, 22.53it/s, datasets_total=2.41, priors_total=-1.37, total=1.04]
Epoch 599:  60%|█████▉    | 599/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.37, total=1.04]
Epoch 599:  60%|█████▉    | 599/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.24, total=1.17]
Epoch 600:  60%|█████▉    | 599/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.24, total=1.17]
Epoch 600:  60%|██████    | 600/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.29, total=1.12]
Epoch 601:  60%|██████    | 600/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.29, total=1.12]
Epoch 601:  60%|██████    | 601/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.3, total=1.11]
Epoch 602:  60%|██████    | 601/1000 [00:26<00:17, 22.56it/s, datasets_total=2.41, priors_total=-1.3, total=1.11]
Epoch 602:  60%|██████    | 602/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.3, total=1.11]
Epoch 602:  60%|██████    | 602/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.24, total=1.17]
Epoch 603:  60%|██████    | 602/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.24, total=1.17]
Epoch 603:  60%|██████    | 603/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.31, total=1.1]
Epoch 604:  60%|██████    | 603/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.31, total=1.1]
Epoch 604:  60%|██████    | 604/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 605:  60%|██████    | 604/1000 [00:26<00:17, 22.70it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 605:  60%|██████    | 605/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 605:  60%|██████    | 605/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.31, total=1.1]
Epoch 606:  60%|██████    | 605/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.31, total=1.1]
Epoch 606:  61%|██████    | 606/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 607:  61%|██████    | 606/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 607:  61%|██████    | 607/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.33, total=1.07]
Epoch 608:  61%|██████    | 607/1000 [00:26<00:17, 22.40it/s, datasets_total=2.41, priors_total=-1.33, total=1.07]
Epoch 608:  61%|██████    | 608/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.33, total=1.07]
Epoch 608:  61%|██████    | 608/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 609:  61%|██████    | 608/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.28, total=1.13]
Epoch 609:  61%|██████    | 609/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 610:  61%|██████    | 609/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 610:  61%|██████    | 610/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.38, total=1.03]
Epoch 611:  61%|██████    | 610/1000 [00:26<00:17, 22.29it/s, datasets_total=2.41, priors_total=-1.38, total=1.03]
Epoch 611:  61%|██████    | 611/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.38, total=1.03]
Epoch 611:  61%|██████    | 611/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.34, total=1.07]
Epoch 612:  61%|██████    | 611/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.34, total=1.07]
Epoch 612:  61%|██████    | 612/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.39, total=1.02]
Epoch 613:  61%|██████    | 612/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.39, total=1.02]
Epoch 613:  61%|██████▏   | 613/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 614:  61%|██████▏   | 613/1000 [00:26<00:17, 22.52it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 614:  61%|██████▏   | 614/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 614:  61%|██████▏   | 614/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 615:  61%|██████▏   | 614/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 615:  62%|██████▏   | 615/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.27, total=1.14]
Epoch 616:  62%|██████▏   | 615/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.27, total=1.14]
Epoch 616:  62%|██████▏   | 616/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.27, total=1.14]
Epoch 617:  62%|██████▏   | 616/1000 [00:26<00:16, 22.74it/s, datasets_total=2.41, priors_total=-1.27, total=1.14]
Epoch 617:  62%|██████▏   | 617/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.27, total=1.14]
Epoch 617:  62%|██████▏   | 617/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.3, total=1.1]
Epoch 618:  62%|██████▏   | 617/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.3, total=1.1]
Epoch 618:  62%|██████▏   | 618/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.27, total=1.13]
Epoch 619:  62%|██████▏   | 618/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.27, total=1.13]
Epoch 619:  62%|██████▏   | 619/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.34, total=1.06]
Epoch 620:  62%|██████▏   | 619/1000 [00:26<00:16, 22.86it/s, datasets_total=2.41, priors_total=-1.34, total=1.06]
Epoch 620:  62%|██████▏   | 620/1000 [00:26<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.34, total=1.06]
Epoch 620:  62%|██████▏   | 620/1000 [00:26<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 621:  62%|██████▏   | 620/1000 [00:26<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.33, total=1.08]
Epoch 621:  62%|██████▏   | 621/1000 [00:27<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.21, total=1.2]
Epoch 622:  62%|██████▏   | 621/1000 [00:27<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.21, total=1.2]
Epoch 622:  62%|██████▏   | 622/1000 [00:27<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 623:  62%|██████▏   | 622/1000 [00:27<00:16, 22.95it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 623:  62%|██████▏   | 623/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.25, total=1.16]
Epoch 623:  62%|██████▏   | 623/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.19, total=1.22]
Epoch 624:  62%|██████▏   | 623/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.19, total=1.22]
Epoch 624:  62%|██████▏   | 624/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.36, total=1.05]
Epoch 625:  62%|██████▏   | 624/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.36, total=1.05]
Epoch 625:  62%|██████▎   | 625/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 626:  62%|██████▎   | 625/1000 [00:27<00:16, 23.09it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 626:  63%|██████▎   | 626/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.26, total=1.15]
Epoch 626:  63%|██████▎   | 626/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.24, total=1.16]
Epoch 627:  63%|██████▎   | 626/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.24, total=1.16]
Epoch 627:  63%|██████▎   | 627/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.26, total=1.14]
Epoch 628:  63%|██████▎   | 627/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.26, total=1.14]
Epoch 628:  63%|██████▎   | 628/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.19, total=1.21]
Epoch 629:  63%|██████▎   | 628/1000 [00:27<00:16, 23.03it/s, datasets_total=2.41, priors_total=-1.19, total=1.21]
Epoch 629:  63%|██████▎   | 629/1000 [00:27<00:16, 23.12it/s, datasets_total=2.41, priors_total=-1.19, total=1.21]
Epoch 629:  63%|██████▎   | 629/1000 [00:27<00:16, 23.12it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 630:  63%|██████▎   | 629/1000 [00:27<00:16, 23.12it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 630:  63%|██████▎   | 630/1000 [00:27<00:16, 23.12it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 631:  63%|██████▎   | 630/1000 [00:27<00:16, 23.12it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 631:  63%|██████▎   | 631/1000 [00:27<00:15, 23.12it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 632:  63%|██████▎   | 631/1000 [00:27<00:15, 23.12it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 632:  63%|██████▎   | 632/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 632:  63%|██████▎   | 632/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 633:  63%|██████▎   | 632/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 633:  63%|██████▎   | 633/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 634:  63%|██████▎   | 633/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 634:  63%|██████▎   | 634/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.31, total=1.09]
Epoch 635:  63%|██████▎   | 634/1000 [00:27<00:15, 23.07it/s, datasets_total=2.4, priors_total=-1.31, total=1.09]
Epoch 635:  64%|██████▎   | 635/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.31, total=1.09]
Epoch 635:  64%|██████▎   | 635/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 636:  64%|██████▎   | 635/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 636:  64%|██████▎   | 636/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.24, total=1.17]
Epoch 637:  64%|██████▎   | 636/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.24, total=1.17]
Epoch 637:  64%|██████▎   | 637/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 638:  64%|██████▎   | 637/1000 [00:27<00:15, 23.16it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 638:  64%|██████▍   | 638/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 638:  64%|██████▍   | 638/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 639:  64%|██████▍   | 638/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 639:  64%|██████▍   | 639/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 640:  64%|██████▍   | 639/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 640:  64%|██████▍   | 640/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 641:  64%|██████▍   | 640/1000 [00:27<00:15, 23.11it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 641:  64%|██████▍   | 641/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 641:  64%|██████▍   | 641/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.27, total=1.14]
Epoch 642:  64%|██████▍   | 641/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.27, total=1.14]
Epoch 642:  64%|██████▍   | 642/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.28, total=1.12]
Epoch 643:  64%|██████▍   | 642/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.28, total=1.12]
Epoch 643:  64%|██████▍   | 643/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 644:  64%|██████▍   | 643/1000 [00:27<00:15, 22.97it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 644:  64%|██████▍   | 644/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.28, total=1.13]
Epoch 644:  64%|██████▍   | 644/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.37, total=1.03]
Epoch 645:  64%|██████▍   | 644/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.37, total=1.03]
Epoch 645:  64%|██████▍   | 645/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 646:  64%|██████▍   | 645/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 646:  65%|██████▍   | 646/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 647:  65%|██████▍   | 646/1000 [00:28<00:15, 22.93it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 647:  65%|██████▍   | 647/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 647:  65%|██████▍   | 647/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 648:  65%|██████▍   | 647/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 648:  65%|██████▍   | 648/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.22, total=1.18]
Epoch 649:  65%|██████▍   | 648/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.22, total=1.18]
Epoch 649:  65%|██████▍   | 649/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 650:  65%|██████▍   | 649/1000 [00:28<00:15, 22.92it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 650:  65%|██████▌   | 650/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 650:  65%|██████▌   | 650/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.25, total=1.15]
Epoch 651:  65%|██████▌   | 650/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.25, total=1.15]
Epoch 651:  65%|██████▌   | 651/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.19, total=1.21]
Epoch 652:  65%|██████▌   | 651/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.19, total=1.21]
Epoch 652:  65%|██████▌   | 652/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 653:  65%|██████▌   | 652/1000 [00:28<00:15, 22.86it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 653:  65%|██████▌   | 653/1000 [00:28<00:15, 23.04it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 653:  65%|██████▌   | 653/1000 [00:28<00:15, 23.04it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 654:  65%|██████▌   | 653/1000 [00:28<00:15, 23.04it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 654:  65%|██████▌   | 654/1000 [00:28<00:15, 23.04it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 655:  65%|██████▌   | 654/1000 [00:28<00:15, 23.04it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 655:  66%|██████▌   | 655/1000 [00:28<00:14, 23.04it/s, datasets_total=2.4, priors_total=-1.23, total=1.16]
Epoch 656:  66%|██████▌   | 655/1000 [00:28<00:14, 23.04it/s, datasets_total=2.4, priors_total=-1.23, total=1.16]
Epoch 656:  66%|██████▌   | 656/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.23, total=1.16]
Epoch 656:  66%|██████▌   | 656/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.18, total=1.21]
Epoch 657:  66%|██████▌   | 656/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.18, total=1.21]
Epoch 657:  66%|██████▌   | 657/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.2, total=1.2]
Epoch 658:  66%|██████▌   | 657/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.2, total=1.2]
Epoch 658:  66%|██████▌   | 658/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.32, total=1.08]
Epoch 659:  66%|██████▌   | 658/1000 [00:28<00:14, 23.07it/s, datasets_total=2.4, priors_total=-1.32, total=1.08]
Epoch 659:  66%|██████▌   | 659/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.32, total=1.08]
Epoch 659:  66%|██████▌   | 659/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 660:  66%|██████▌   | 659/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 660:  66%|██████▌   | 660/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.36, total=1.04]
Epoch 661:  66%|██████▌   | 660/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.36, total=1.04]
Epoch 661:  66%|██████▌   | 661/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.28, total=1.12]
Epoch 662:  66%|██████▌   | 661/1000 [00:28<00:14, 23.14it/s, datasets_total=2.4, priors_total=-1.28, total=1.12]
Epoch 662:  66%|██████▌   | 662/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.28, total=1.12]
Epoch 662:  66%|██████▌   | 662/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 663:  66%|██████▌   | 662/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 663:  66%|██████▋   | 663/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 664:  66%|██████▋   | 663/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 664:  66%|██████▋   | 664/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.34, total=1.06]
Epoch 665:  66%|██████▋   | 664/1000 [00:28<00:14, 23.24it/s, datasets_total=2.4, priors_total=-1.34, total=1.06]
Epoch 665:  66%|██████▋   | 665/1000 [00:28<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.34, total=1.06]
Epoch 665:  66%|██████▋   | 665/1000 [00:28<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.3, total=1.09]
Epoch 666:  66%|██████▋   | 665/1000 [00:28<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.3, total=1.09]
Epoch 666:  67%|██████▋   | 666/1000 [00:28<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 667:  67%|██████▋   | 666/1000 [00:28<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 667:  67%|██████▋   | 667/1000 [00:29<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 668:  67%|██████▋   | 667/1000 [00:29<00:14, 23.29it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 668:  67%|██████▋   | 668/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 668:  67%|██████▋   | 668/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 669:  67%|██████▋   | 668/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.3, total=1.1]
Epoch 669:  67%|██████▋   | 669/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.25, total=1.14]
Epoch 670:  67%|██████▋   | 669/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.25, total=1.14]
Epoch 670:  67%|██████▋   | 670/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 671:  67%|██████▋   | 670/1000 [00:29<00:14, 23.39it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 671:  67%|██████▋   | 671/1000 [00:29<00:14, 23.44it/s, datasets_total=2.4, priors_total=-1.27, total=1.13]
Epoch 671:  67%|██████▋   | 671/1000 [00:29<00:14, 23.44it/s, datasets_total=2.4, priors_total=-1.27, total=1.12]
Epoch 672:  67%|██████▋   | 671/1000 [00:29<00:14, 23.44it/s, datasets_total=2.4, priors_total=-1.27, total=1.12]
Epoch 672:  67%|██████▋   | 672/1000 [00:29<00:13, 23.44it/s, datasets_total=2.4, priors_total=-1.34, total=1.05]
Epoch 673:  67%|██████▋   | 672/1000 [00:29<00:13, 23.44it/s, datasets_total=2.4, priors_total=-1.34, total=1.05]
Epoch 673:  67%|██████▋   | 673/1000 [00:29<00:13, 23.44it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 674:  67%|██████▋   | 673/1000 [00:29<00:13, 23.44it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 674:  67%|██████▋   | 674/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 674:  67%|██████▋   | 674/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 675:  67%|██████▋   | 674/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 675:  68%|██████▊   | 675/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 676:  68%|██████▊   | 675/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.24, total=1.16]
Epoch 676:  68%|██████▊   | 676/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.32, total=1.07]
Epoch 677:  68%|██████▊   | 676/1000 [00:29<00:13, 23.40it/s, datasets_total=2.4, priors_total=-1.32, total=1.07]
Epoch 677:  68%|██████▊   | 677/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.32, total=1.07]
Epoch 677:  68%|██████▊   | 677/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.32, total=1.08]
Epoch 678:  68%|██████▊   | 677/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.32, total=1.08]
Epoch 678:  68%|██████▊   | 678/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 679:  68%|██████▊   | 678/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 679:  68%|██████▊   | 679/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 680:  68%|██████▊   | 679/1000 [00:29<00:13, 23.38it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 680:  68%|██████▊   | 680/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.33, total=1.06]
Epoch 680:  68%|██████▊   | 680/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 681:  68%|██████▊   | 680/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 681:  68%|██████▊   | 681/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.23, total=1.17]
Epoch 682:  68%|██████▊   | 681/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.23, total=1.17]
Epoch 682:  68%|██████▊   | 682/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 683:  68%|██████▊   | 682/1000 [00:29<00:13, 23.34it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 683:  68%|██████▊   | 683/1000 [00:29<00:13, 23.32it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 683:  68%|██████▊   | 683/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 684:  68%|██████▊   | 683/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 684:  68%|██████▊   | 684/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 685:  68%|██████▊   | 684/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 685:  68%|██████▊   | 685/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.19, total=1.2]
Epoch 686:  68%|██████▊   | 685/1000 [00:29<00:13, 23.32it/s, datasets_total=2.39, priors_total=-1.19, total=1.2]
Epoch 686:  69%|██████▊   | 686/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.19, total=1.2]
Epoch 686:  69%|██████▊   | 686/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 687:  69%|██████▊   | 686/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 687:  69%|██████▊   | 687/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 688:  69%|██████▊   | 687/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 688:  69%|██████▉   | 688/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 689:  69%|██████▉   | 688/1000 [00:29<00:13, 23.27it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 689:  69%|██████▉   | 689/1000 [00:29<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 689:  69%|██████▉   | 689/1000 [00:29<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.34, total=1.06]
Epoch 690:  69%|██████▉   | 689/1000 [00:29<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.34, total=1.06]
Epoch 690:  69%|██████▉   | 690/1000 [00:30<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.35, total=1.04]
Epoch 691:  69%|██████▉   | 690/1000 [00:30<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.35, total=1.04]
Epoch 691:  69%|██████▉   | 691/1000 [00:30<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 692:  69%|██████▉   | 691/1000 [00:30<00:13, 23.22it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 692:  69%|██████▉   | 692/1000 [00:30<00:13, 23.19it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 692:  69%|██████▉   | 692/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.2, total=1.19]
Epoch 693:  69%|██████▉   | 692/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.2, total=1.19]
Epoch 693:  69%|██████▉   | 693/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 694:  69%|██████▉   | 693/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.26, total=1.13]
Epoch 694:  69%|██████▉   | 694/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.21, total=1.18]
Epoch 695:  69%|██████▉   | 694/1000 [00:30<00:13, 23.19it/s, datasets_total=2.4, priors_total=-1.21, total=1.18]
Epoch 695:  70%|██████▉   | 695/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.21, total=1.18]
Epoch 695:  70%|██████▉   | 695/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.31, total=1.09]
Epoch 696:  70%|██████▉   | 695/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.31, total=1.09]
Epoch 696:  70%|██████▉   | 696/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 697:  70%|██████▉   | 696/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.33, total=1.07]
Epoch 697:  70%|██████▉   | 697/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 698:  70%|██████▉   | 697/1000 [00:30<00:13, 22.85it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 698:  70%|██████▉   | 698/1000 [00:30<00:13, 22.80it/s, datasets_total=2.4, priors_total=-1.28, total=1.11]
Epoch 698:  70%|██████▉   | 698/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 699:  70%|██████▉   | 698/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 699:  70%|██████▉   | 699/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.28, total=1.12]
Epoch 700:  70%|██████▉   | 699/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.28, total=1.12]
Epoch 700:  70%|███████   | 700/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 701:  70%|███████   | 700/1000 [00:30<00:13, 22.80it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 701:  70%|███████   | 701/1000 [00:30<00:13, 22.92it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 701:  70%|███████   | 701/1000 [00:30<00:13, 22.92it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 702:  70%|███████   | 701/1000 [00:30<00:13, 22.92it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 702:  70%|███████   | 702/1000 [00:30<00:13, 22.92it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 703:  70%|███████   | 702/1000 [00:30<00:13, 22.92it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 703:  70%|███████   | 703/1000 [00:30<00:12, 22.92it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 704:  70%|███████   | 703/1000 [00:30<00:12, 22.92it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 704:  70%|███████   | 704/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 704:  70%|███████   | 704/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 705:  70%|███████   | 704/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 705:  70%|███████   | 705/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 706:  70%|███████   | 705/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 706:  71%|███████   | 706/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 707:  71%|███████   | 706/1000 [00:30<00:12, 22.99it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 707:  71%|███████   | 707/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 707:  71%|███████   | 707/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 708:  71%|███████   | 707/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 708:  71%|███████   | 708/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 709:  71%|███████   | 708/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 709:  71%|███████   | 709/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.24, total=1.16]
Epoch 710:  71%|███████   | 709/1000 [00:30<00:12, 23.15it/s, datasets_total=2.39, priors_total=-1.24, total=1.16]
Epoch 710:  71%|███████   | 710/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.24, total=1.16]
Epoch 710:  71%|███████   | 710/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.23, total=1.16]
Epoch 711:  71%|███████   | 710/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.23, total=1.16]
Epoch 711:  71%|███████   | 711/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 712:  71%|███████   | 711/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.22, total=1.17]
Epoch 712:  71%|███████   | 712/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 713:  71%|███████   | 712/1000 [00:30<00:12, 23.29it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 713:  71%|███████▏  | 713/1000 [00:30<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 713:  71%|███████▏  | 713/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.2, total=1.19]
Epoch 714:  71%|███████▏  | 713/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.2, total=1.19]
Epoch 714:  71%|███████▏  | 714/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.18, total=1.2]
Epoch 715:  71%|███████▏  | 714/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.18, total=1.2]
Epoch 715:  72%|███████▏  | 715/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 716:  72%|███████▏  | 715/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 716:  72%|███████▏  | 716/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 716:  72%|███████▏  | 716/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 717:  72%|███████▏  | 716/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 717:  72%|███████▏  | 717/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.29, total=1.09]
Epoch 718:  72%|███████▏  | 717/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.29, total=1.09]
Epoch 718:  72%|███████▏  | 718/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 719:  72%|███████▏  | 718/1000 [00:31<00:12, 23.44it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 719:  72%|███████▏  | 719/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 719:  72%|███████▏  | 719/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.25, total=1.14]
Epoch 720:  72%|███████▏  | 719/1000 [00:31<00:12, 23.39it/s, datasets_total=2.39, priors_total=-1.25, total=1.14]
Epoch 720:  72%|███████▏  | 720/1000 [00:31<00:11, 23.39it/s, datasets_total=2.39, priors_total=-1.27, total=1.11]
Epoch 721:  72%|███████▏  | 720/1000 [00:31<00:11, 23.39it/s, datasets_total=2.39, priors_total=-1.27, total=1.11]
Epoch 721:  72%|███████▏  | 721/1000 [00:31<00:11, 23.39it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 722:  72%|███████▏  | 721/1000 [00:31<00:11, 23.39it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 722:  72%|███████▏  | 722/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.31, total=1.08]
Epoch 722:  72%|███████▏  | 722/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.24, total=1.15]
Epoch 723:  72%|███████▏  | 722/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.24, total=1.15]
Epoch 723:  72%|███████▏  | 723/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.2, total=1.19]
Epoch 724:  72%|███████▏  | 723/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.2, total=1.19]
Epoch 724:  72%|███████▏  | 724/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 725:  72%|███████▏  | 724/1000 [00:31<00:11, 23.45it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 725:  72%|███████▎  | 725/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 725:  72%|███████▎  | 725/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.33, total=1.05]
Epoch 726:  72%|███████▎  | 725/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.33, total=1.05]
Epoch 726:  73%|███████▎  | 726/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.21, total=1.18]
Epoch 727:  73%|███████▎  | 726/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.21, total=1.18]
Epoch 727:  73%|███████▎  | 727/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 728:  73%|███████▎  | 727/1000 [00:31<00:11, 23.24it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 728:  73%|███████▎  | 728/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.29, total=1.1]
Epoch 728:  73%|███████▎  | 728/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 729:  73%|███████▎  | 728/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.28, total=1.11]
Epoch 729:  73%|███████▎  | 729/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 730:  73%|███████▎  | 729/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 730:  73%|███████▎  | 730/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.28, total=1.1]
Epoch 731:  73%|███████▎  | 730/1000 [00:31<00:11, 23.26it/s, datasets_total=2.39, priors_total=-1.28, total=1.1]
Epoch 731:  73%|███████▎  | 731/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.28, total=1.1]
Epoch 731:  73%|███████▎  | 731/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.29, total=1.09]
Epoch 732:  73%|███████▎  | 731/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.29, total=1.09]
Epoch 732:  73%|███████▎  | 732/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 733:  73%|███████▎  | 732/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 733:  73%|███████▎  | 733/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.27, total=1.11]
Epoch 734:  73%|███████▎  | 733/1000 [00:31<00:11, 23.29it/s, datasets_total=2.39, priors_total=-1.27, total=1.11]
Epoch 734:  73%|███████▎  | 734/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.27, total=1.11]
Epoch 734:  73%|███████▎  | 734/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 735:  73%|███████▎  | 734/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 735:  74%|███████▎  | 735/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.25, total=1.14]
Epoch 736:  74%|███████▎  | 735/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.25, total=1.14]
Epoch 736:  74%|███████▎  | 736/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.08]
Epoch 737:  74%|███████▎  | 736/1000 [00:31<00:11, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.08]
Epoch 737:  74%|███████▎  | 737/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.3, total=1.08]
Epoch 737:  74%|███████▎  | 737/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 738:  74%|███████▎  | 737/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 738:  74%|███████▍  | 738/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.26, total=1.12]
Epoch 739:  74%|███████▍  | 738/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.26, total=1.12]
Epoch 739:  74%|███████▍  | 739/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.23, total=1.15]
Epoch 740:  74%|███████▍  | 739/1000 [00:32<00:11, 23.22it/s, datasets_total=2.39, priors_total=-1.23, total=1.15]
Epoch 740:  74%|███████▍  | 740/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.23, total=1.15]
Epoch 740:  74%|███████▍  | 740/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.24, total=1.15]
Epoch 741:  74%|███████▍  | 740/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.24, total=1.15]
Epoch 741:  74%|███████▍  | 741/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.26, total=1.12]
Epoch 742:  74%|███████▍  | 741/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.26, total=1.12]
Epoch 742:  74%|███████▍  | 742/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 743:  74%|███████▍  | 742/1000 [00:32<00:11, 22.96it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 743:  74%|███████▍  | 743/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.26, total=1.13]
Epoch 743:  74%|███████▍  | 743/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 744:  74%|███████▍  | 743/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 744:  74%|███████▍  | 744/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.21, total=1.17]
Epoch 745:  74%|███████▍  | 744/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.21, total=1.17]
Epoch 745:  74%|███████▍  | 745/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 746:  74%|███████▍  | 745/1000 [00:32<00:11, 22.87it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 746:  75%|███████▍  | 746/1000 [00:32<00:11, 23.02it/s, datasets_total=2.39, priors_total=-1.33, total=1.06]
Epoch 746:  75%|███████▍  | 746/1000 [00:32<00:11, 23.02it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 747:  75%|███████▍  | 746/1000 [00:32<00:11, 23.02it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 747:  75%|███████▍  | 747/1000 [00:32<00:10, 23.02it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 748:  75%|███████▍  | 747/1000 [00:32<00:10, 23.02it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 748:  75%|███████▍  | 748/1000 [00:32<00:10, 23.02it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 749:  75%|███████▍  | 748/1000 [00:32<00:10, 23.02it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 749:  75%|███████▍  | 749/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.27, total=1.12]
Epoch 749:  75%|███████▍  | 749/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 750:  75%|███████▍  | 749/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 750:  75%|███████▌  | 750/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.24, total=1.14]
Epoch 751:  75%|███████▌  | 750/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.24, total=1.14]
Epoch 751:  75%|███████▌  | 751/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.34, total=1.05]
Epoch 752:  75%|███████▌  | 751/1000 [00:32<00:10, 23.07it/s, datasets_total=2.39, priors_total=-1.34, total=1.05]
Epoch 752:  75%|███████▌  | 752/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.34, total=1.05]
Epoch 752:  75%|███████▌  | 752/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 753:  75%|███████▌  | 752/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.32, total=1.07]
Epoch 753:  75%|███████▌  | 753/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.25, total=1.13]
Epoch 754:  75%|███████▌  | 753/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.25, total=1.13]
Epoch 754:  75%|███████▌  | 754/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 755:  75%|███████▌  | 754/1000 [00:32<00:10, 23.22it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 755:  76%|███████▌  | 755/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.32, total=1.06]
Epoch 755:  76%|███████▌  | 755/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.2, total=1.18]
Epoch 756:  76%|███████▌  | 755/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.2, total=1.18]
Epoch 756:  76%|███████▌  | 756/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.08]
Epoch 757:  76%|███████▌  | 756/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.08]
Epoch 757:  76%|███████▌  | 757/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 758:  76%|███████▌  | 757/1000 [00:32<00:10, 23.34it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 758:  76%|███████▌  | 758/1000 [00:32<00:10, 23.35it/s, datasets_total=2.39, priors_total=-1.3, total=1.09]
Epoch 758:  76%|███████▌  | 758/1000 [00:32<00:10, 23.35it/s, datasets_total=2.39, priors_total=-1.37, total=1.01]
Epoch 759:  76%|███████▌  | 758/1000 [00:32<00:10, 23.35it/s, datasets_total=2.39, priors_total=-1.37, total=1.01]
Epoch 759:  76%|███████▌  | 759/1000 [00:32<00:10, 23.35it/s, datasets_total=2.39, priors_total=-1.23, total=1.15]
Epoch 760:  76%|███████▌  | 759/1000 [00:32<00:10, 23.35it/s, datasets_total=2.39, priors_total=-1.23, total=1.15]
Epoch 760:  76%|███████▌  | 760/1000 [00:33<00:10, 23.35it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 761:  76%|███████▌  | 760/1000 [00:33<00:10, 23.35it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 761:  76%|███████▌  | 761/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 761:  76%|███████▌  | 761/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 762:  76%|███████▌  | 761/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 762:  76%|███████▌  | 762/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.3, total=1.09]
Epoch 763:  76%|███████▌  | 762/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.3, total=1.09]
Epoch 763:  76%|███████▋  | 763/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 764:  76%|███████▋  | 763/1000 [00:33<00:10, 23.42it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 764:  76%|███████▋  | 764/1000 [00:33<00:10, 23.43it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 764:  76%|███████▋  | 764/1000 [00:33<00:10, 23.43it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 765:  76%|███████▋  | 764/1000 [00:33<00:10, 23.43it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 765:  76%|███████▋  | 765/1000 [00:33<00:10, 23.43it/s, datasets_total=2.38, priors_total=-1.32, total=1.07]
Epoch 766:  76%|███████▋  | 765/1000 [00:33<00:10, 23.43it/s, datasets_total=2.38, priors_total=-1.32, total=1.07]
Epoch 766:  77%|███████▋  | 766/1000 [00:33<00:09, 23.43it/s, datasets_total=2.38, priors_total=-1.34, total=1.04]
Epoch 767:  77%|███████▋  | 766/1000 [00:33<00:09, 23.43it/s, datasets_total=2.38, priors_total=-1.34, total=1.04]
Epoch 767:  77%|███████▋  | 767/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.34, total=1.04]
Epoch 767:  77%|███████▋  | 767/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.29, total=1.1]
Epoch 768:  77%|███████▋  | 767/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.29, total=1.1]
Epoch 768:  77%|███████▋  | 768/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 769:  77%|███████▋  | 768/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 769:  77%|███████▋  | 769/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 770:  77%|███████▋  | 769/1000 [00:33<00:09, 23.39it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 770:  77%|███████▋  | 770/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 770:  77%|███████▋  | 770/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.22, total=1.16]
Epoch 771:  77%|███████▋  | 770/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.22, total=1.16]
Epoch 771:  77%|███████▋  | 771/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.3, total=1.09]
Epoch 772:  77%|███████▋  | 771/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.3, total=1.09]
Epoch 772:  77%|███████▋  | 772/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 773:  77%|███████▋  | 772/1000 [00:33<00:09, 23.31it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 773:  77%|███████▋  | 773/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 773:  77%|███████▋  | 773/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.36, total=1.02]
Epoch 774:  77%|███████▋  | 773/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.36, total=1.02]
Epoch 774:  77%|███████▋  | 774/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.27, total=1.12]
Epoch 775:  77%|███████▋  | 774/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.27, total=1.12]
Epoch 775:  78%|███████▊  | 775/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 776:  78%|███████▊  | 775/1000 [00:33<00:09, 23.25it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 776:  78%|███████▊  | 776/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.31, total=1.08]
Epoch 776:  78%|███████▊  | 776/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.29, total=1.09]
Epoch 777:  78%|███████▊  | 776/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.29, total=1.09]
Epoch 777:  78%|███████▊  | 777/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 778:  78%|███████▊  | 777/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 778:  78%|███████▊  | 778/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 779:  78%|███████▊  | 778/1000 [00:33<00:09, 22.96it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 779:  78%|███████▊  | 779/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 779:  78%|███████▊  | 779/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 780:  78%|███████▊  | 779/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 780:  78%|███████▊  | 780/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 781:  78%|███████▊  | 780/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 781:  78%|███████▊  | 781/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 782:  78%|███████▊  | 781/1000 [00:33<00:09, 22.78it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 782:  78%|███████▊  | 782/1000 [00:33<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 782:  78%|███████▊  | 782/1000 [00:33<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 783:  78%|███████▊  | 782/1000 [00:33<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 783:  78%|███████▊  | 783/1000 [00:34<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 784:  78%|███████▊  | 783/1000 [00:34<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 784:  78%|███████▊  | 784/1000 [00:34<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.17, total=1.21]
Epoch 785:  78%|███████▊  | 784/1000 [00:34<00:09, 22.57it/s, datasets_total=2.38, priors_total=-1.17, total=1.21]
Epoch 785:  78%|███████▊  | 785/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.17, total=1.21]
Epoch 785:  78%|███████▊  | 785/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 786:  78%|███████▊  | 785/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 786:  79%|███████▊  | 786/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 787:  79%|███████▊  | 786/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 787:  79%|███████▊  | 787/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.22, total=1.16]
Epoch 788:  79%|███████▊  | 787/1000 [00:34<00:09, 22.45it/s, datasets_total=2.38, priors_total=-1.22, total=1.16]
Epoch 788:  79%|███████▉  | 788/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.22, total=1.16]
Epoch 788:  79%|███████▉  | 788/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 789:  79%|███████▉  | 788/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 789:  79%|███████▉  | 789/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 790:  79%|███████▉  | 789/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 790:  79%|███████▉  | 790/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 791:  79%|███████▉  | 790/1000 [00:34<00:09, 22.42it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 791:  79%|███████▉  | 791/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 791:  79%|███████▉  | 791/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 792:  79%|███████▉  | 791/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.25, total=1.13]
Epoch 792:  79%|███████▉  | 792/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 793:  79%|███████▉  | 792/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 793:  79%|███████▉  | 793/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 794:  79%|███████▉  | 793/1000 [00:34<00:09, 22.43it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 794:  79%|███████▉  | 794/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 794:  79%|███████▉  | 794/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 795:  79%|███████▉  | 794/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 795:  80%|███████▉  | 795/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.19, total=1.19]
Epoch 796:  80%|███████▉  | 795/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.19, total=1.19]
Epoch 796:  80%|███████▉  | 796/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 797:  80%|███████▉  | 796/1000 [00:34<00:09, 22.51it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 797:  80%|███████▉  | 797/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 797:  80%|███████▉  | 797/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.32, total=1.06]
Epoch 798:  80%|███████▉  | 797/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.32, total=1.06]
Epoch 798:  80%|███████▉  | 798/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.34, total=1.05]
Epoch 799:  80%|███████▉  | 798/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.34, total=1.05]
Epoch 799:  80%|███████▉  | 799/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 800:  80%|███████▉  | 799/1000 [00:34<00:08, 22.58it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 800:  80%|████████  | 800/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 800:  80%|████████  | 800/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 801:  80%|████████  | 800/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.27, total=1.11]
Epoch 801:  80%|████████  | 801/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 802:  80%|████████  | 801/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.23, total=1.15]
Epoch 802:  80%|████████  | 802/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 803:  80%|████████  | 802/1000 [00:34<00:08, 22.75it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 803:  80%|████████  | 803/1000 [00:34<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 803:  80%|████████  | 803/1000 [00:34<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 804:  80%|████████  | 803/1000 [00:34<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 804:  80%|████████  | 804/1000 [00:34<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 805:  80%|████████  | 804/1000 [00:34<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 805:  80%|████████  | 805/1000 [00:35<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.16, total=1.21]
Epoch 806:  80%|████████  | 805/1000 [00:35<00:08, 22.99it/s, datasets_total=2.38, priors_total=-1.16, total=1.21]
Epoch 806:  81%|████████  | 806/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.16, total=1.21]
Epoch 806:  81%|████████  | 806/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.17, total=1.21]
Epoch 807:  81%|████████  | 806/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.17, total=1.21]
Epoch 807:  81%|████████  | 807/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 808:  81%|████████  | 807/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.24, total=1.14]
Epoch 808:  81%|████████  | 808/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 809:  81%|████████  | 808/1000 [00:35<00:08, 23.10it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 809:  81%|████████  | 809/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 809:  81%|████████  | 809/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 810:  81%|████████  | 809/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 810:  81%|████████  | 810/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.25, total=1.12]
Epoch 811:  81%|████████  | 810/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.25, total=1.12]
Epoch 811:  81%|████████  | 811/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.29, total=1.09]
Epoch 812:  81%|████████  | 811/1000 [00:35<00:08, 23.25it/s, datasets_total=2.38, priors_total=-1.29, total=1.09]
Epoch 812:  81%|████████  | 812/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.29, total=1.09]
Epoch 812:  81%|████████  | 812/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 813:  81%|████████  | 812/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.2, total=1.18]
Epoch 813:  81%|████████▏ | 813/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 814:  81%|████████▏ | 813/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 814:  81%|████████▏ | 814/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.36, total=1.02]
Epoch 815:  81%|████████▏ | 814/1000 [00:35<00:08, 23.11it/s, datasets_total=2.38, priors_total=-1.36, total=1.02]
Epoch 815:  82%|████████▏ | 815/1000 [00:35<00:08, 23.12it/s, datasets_total=2.38, priors_total=-1.36, total=1.02]
Epoch 815:  82%|████████▏ | 815/1000 [00:35<00:08, 23.12it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 816:  82%|████████▏ | 815/1000 [00:35<00:08, 23.12it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 816:  82%|████████▏ | 816/1000 [00:35<00:07, 23.12it/s, datasets_total=2.38, priors_total=-1.32, total=1.05]
Epoch 817:  82%|████████▏ | 816/1000 [00:35<00:07, 23.12it/s, datasets_total=2.38, priors_total=-1.32, total=1.05]
Epoch 817:  82%|████████▏ | 817/1000 [00:35<00:07, 23.12it/s, datasets_total=2.38, priors_total=-1.31, total=1.06]
Epoch 818:  82%|████████▏ | 817/1000 [00:35<00:07, 23.12it/s, datasets_total=2.38, priors_total=-1.31, total=1.06]
Epoch 818:  82%|████████▏ | 818/1000 [00:35<00:07, 23.20it/s, datasets_total=2.38, priors_total=-1.31, total=1.06]
Epoch 818:  82%|████████▏ | 818/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.35, total=1.03]
Epoch 819:  82%|████████▏ | 818/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.35, total=1.03]
Epoch 819:  82%|████████▏ | 819/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 820:  82%|████████▏ | 819/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 820:  82%|████████▏ | 820/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.24, total=1.14]
Epoch 821:  82%|████████▏ | 820/1000 [00:35<00:07, 23.20it/s, datasets_total=2.37, priors_total=-1.24, total=1.14]
Epoch 821:  82%|████████▏ | 821/1000 [00:35<00:07, 23.24it/s, datasets_total=2.37, priors_total=-1.24, total=1.14]
Epoch 821:  82%|████████▏ | 821/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 822:  82%|████████▏ | 821/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.26, total=1.12]
Epoch 822:  82%|████████▏ | 822/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 823:  82%|████████▏ | 822/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.18, total=1.2]
Epoch 823:  82%|████████▏ | 823/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.32, total=1.05]
Epoch 824:  82%|████████▏ | 823/1000 [00:35<00:07, 23.24it/s, datasets_total=2.38, priors_total=-1.32, total=1.05]
Epoch 824:  82%|████████▏ | 824/1000 [00:35<00:07, 23.14it/s, datasets_total=2.38, priors_total=-1.32, total=1.05]
Epoch 824:  82%|████████▏ | 824/1000 [00:35<00:07, 23.14it/s, datasets_total=2.38, priors_total=-1.28, total=1.09]
Epoch 825:  82%|████████▏ | 824/1000 [00:35<00:07, 23.14it/s, datasets_total=2.38, priors_total=-1.28, total=1.09]
Epoch 825:  82%|████████▎ | 825/1000 [00:35<00:07, 23.14it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 826:  82%|████████▎ | 825/1000 [00:35<00:07, 23.14it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 826:  83%|████████▎ | 826/1000 [00:35<00:07, 23.14it/s, datasets_total=2.37, priors_total=-1.3, total=1.08]
Epoch 827:  83%|████████▎ | 826/1000 [00:35<00:07, 23.14it/s, datasets_total=2.37, priors_total=-1.3, total=1.08]
Epoch 827:  83%|████████▎ | 827/1000 [00:35<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.3, total=1.08]
Epoch 827:  83%|████████▎ | 827/1000 [00:35<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 828:  83%|████████▎ | 827/1000 [00:35<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 828:  83%|████████▎ | 828/1000 [00:36<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 829:  83%|████████▎ | 828/1000 [00:36<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 829:  83%|████████▎ | 829/1000 [00:36<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 830:  83%|████████▎ | 829/1000 [00:36<00:07, 22.98it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 830:  83%|████████▎ | 830/1000 [00:36<00:07, 23.02it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 830:  83%|████████▎ | 830/1000 [00:36<00:07, 23.02it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 831:  83%|████████▎ | 830/1000 [00:36<00:07, 23.02it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 831:  83%|████████▎ | 831/1000 [00:36<00:07, 23.02it/s, datasets_total=2.38, priors_total=-1.21, total=1.16]
Epoch 832:  83%|████████▎ | 831/1000 [00:36<00:07, 23.02it/s, datasets_total=2.38, priors_total=-1.21, total=1.16]
Epoch 832:  83%|████████▎ | 832/1000 [00:36<00:07, 23.02it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 833:  83%|████████▎ | 832/1000 [00:36<00:07, 23.02it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 833:  83%|████████▎ | 833/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 833:  83%|████████▎ | 833/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.24, total=1.14]
Epoch 834:  83%|████████▎ | 833/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.24, total=1.14]
Epoch 834:  83%|████████▎ | 834/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 835:  83%|████████▎ | 834/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 835:  84%|████████▎ | 835/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.2, total=1.17]
Epoch 836:  84%|████████▎ | 835/1000 [00:36<00:07, 23.06it/s, datasets_total=2.37, priors_total=-1.2, total=1.17]
Epoch 836:  84%|████████▎ | 836/1000 [00:36<00:07, 23.00it/s, datasets_total=2.37, priors_total=-1.2, total=1.17]
Epoch 836:  84%|████████▎ | 836/1000 [00:36<00:07, 23.00it/s, datasets_total=2.37, priors_total=-1.19, total=1.19]
Epoch 837:  84%|████████▎ | 836/1000 [00:36<00:07, 23.00it/s, datasets_total=2.37, priors_total=-1.19, total=1.19]
Epoch 837:  84%|████████▎ | 837/1000 [00:36<00:07, 23.00it/s, datasets_total=2.38, priors_total=-1.22, total=1.15]
Epoch 838:  84%|████████▎ | 837/1000 [00:36<00:07, 23.00it/s, datasets_total=2.38, priors_total=-1.22, total=1.15]
Epoch 838:  84%|████████▍ | 838/1000 [00:36<00:07, 23.00it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 839:  84%|████████▍ | 838/1000 [00:36<00:07, 23.00it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 839:  84%|████████▍ | 839/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.31, total=1.07]
Epoch 839:  84%|████████▍ | 839/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.25, total=1.12]
Epoch 840:  84%|████████▍ | 839/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.25, total=1.12]
Epoch 840:  84%|████████▍ | 840/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 841:  84%|████████▍ | 840/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.28, total=1.1]
Epoch 841:  84%|████████▍ | 841/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 842:  84%|████████▍ | 841/1000 [00:36<00:06, 23.07it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 842:  84%|████████▍ | 842/1000 [00:36<00:06, 23.12it/s, datasets_total=2.38, priors_total=-1.21, total=1.17]
Epoch 842:  84%|████████▍ | 842/1000 [00:36<00:06, 23.12it/s, datasets_total=2.38, priors_total=-1.3, total=1.07]
Epoch 843:  84%|████████▍ | 842/1000 [00:36<00:06, 23.12it/s, datasets_total=2.38, priors_total=-1.3, total=1.07]
Epoch 843:  84%|████████▍ | 843/1000 [00:36<00:06, 23.12it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 844:  84%|████████▍ | 843/1000 [00:36<00:06, 23.12it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 844:  84%|████████▍ | 844/1000 [00:36<00:06, 23.12it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 845:  84%|████████▍ | 844/1000 [00:36<00:06, 23.12it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 845:  84%|████████▍ | 845/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 845:  84%|████████▍ | 845/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 846:  84%|████████▍ | 845/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 846:  85%|████████▍ | 846/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 847:  85%|████████▍ | 846/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 847:  85%|████████▍ | 847/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 848:  85%|████████▍ | 847/1000 [00:36<00:06, 23.26it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 848:  85%|████████▍ | 848/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 848:  85%|████████▍ | 848/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 849:  85%|████████▍ | 848/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 849:  85%|████████▍ | 849/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.29, total=1.09]
Epoch 850:  85%|████████▍ | 849/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.29, total=1.09]
Epoch 850:  85%|████████▌ | 850/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 851:  85%|████████▌ | 850/1000 [00:36<00:06, 23.34it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 851:  85%|████████▌ | 851/1000 [00:36<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 851:  85%|████████▌ | 851/1000 [00:36<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 852:  85%|████████▌ | 851/1000 [00:36<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 852:  85%|████████▌ | 852/1000 [00:37<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 853:  85%|████████▌ | 852/1000 [00:37<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 853:  85%|████████▌ | 853/1000 [00:37<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 854:  85%|████████▌ | 853/1000 [00:37<00:06, 23.41it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 854:  85%|████████▌ | 854/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 854:  85%|████████▌ | 854/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.34, total=1.03]
Epoch 855:  85%|████████▌ | 854/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.34, total=1.03]
Epoch 855:  86%|████████▌ | 855/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 856:  86%|████████▌ | 855/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 856:  86%|████████▌ | 856/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 857:  86%|████████▌ | 856/1000 [00:37<00:06, 23.46it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 857:  86%|████████▌ | 857/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 857:  86%|████████▌ | 857/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 858:  86%|████████▌ | 857/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 858:  86%|████████▌ | 858/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.31, total=1.07]
Epoch 859:  86%|████████▌ | 858/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.31, total=1.07]
Epoch 859:  86%|████████▌ | 859/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 860:  86%|████████▌ | 859/1000 [00:37<00:06, 23.49it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 860:  86%|████████▌ | 860/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.28, total=1.1]
Epoch 860:  86%|████████▌ | 860/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 861:  86%|████████▌ | 860/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 861:  86%|████████▌ | 861/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 862:  86%|████████▌ | 861/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 862:  86%|████████▌ | 862/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 863:  86%|████████▌ | 862/1000 [00:37<00:05, 23.47it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 863:  86%|████████▋ | 863/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 863:  86%|████████▋ | 863/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 864:  86%|████████▋ | 863/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 864:  86%|████████▋ | 864/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 865:  86%|████████▋ | 864/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.26, total=1.12]
Epoch 865:  86%|████████▋ | 865/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 866:  86%|████████▋ | 865/1000 [00:37<00:05, 23.39it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 866:  87%|████████▋ | 866/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 866:  87%|████████▋ | 866/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 867:  87%|████████▋ | 866/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 867:  87%|████████▋ | 867/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.2, total=1.18]
Epoch 868:  87%|████████▋ | 867/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.2, total=1.18]
Epoch 868:  87%|████████▋ | 868/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 869:  87%|████████▋ | 868/1000 [00:37<00:05, 23.43it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 869:  87%|████████▋ | 869/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 869:  87%|████████▋ | 869/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.2, total=1.18]
Epoch 870:  87%|████████▋ | 869/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.2, total=1.18]
Epoch 870:  87%|████████▋ | 870/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.35, total=1.03]
Epoch 871:  87%|████████▋ | 870/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.35, total=1.03]
Epoch 871:  87%|████████▋ | 871/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 872:  87%|████████▋ | 871/1000 [00:37<00:05, 23.31it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 872:  87%|████████▋ | 872/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 872:  87%|████████▋ | 872/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 873:  87%|████████▋ | 872/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 873:  87%|████████▋ | 873/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 874:  87%|████████▋ | 873/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 874:  87%|████████▋ | 874/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 875:  87%|████████▋ | 874/1000 [00:37<00:05, 23.26it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 875:  88%|████████▊ | 875/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 875:  88%|████████▊ | 875/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.2, total=1.17]
Epoch 876:  88%|████████▊ | 875/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.2, total=1.17]
Epoch 876:  88%|████████▊ | 876/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 877:  88%|████████▊ | 876/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 877:  88%|████████▊ | 877/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.25, total=1.11]
Epoch 878:  88%|████████▊ | 877/1000 [00:38<00:05, 23.21it/s, datasets_total=2.37, priors_total=-1.25, total=1.11]
Epoch 878:  88%|████████▊ | 878/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.25, total=1.11]
Epoch 878:  88%|████████▊ | 878/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.17, total=1.19]
Epoch 879:  88%|████████▊ | 878/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.17, total=1.19]
Epoch 879:  88%|████████▊ | 879/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 880:  88%|████████▊ | 879/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 880:  88%|████████▊ | 880/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 881:  88%|████████▊ | 880/1000 [00:38<00:05, 23.16it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 881:  88%|████████▊ | 881/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 881:  88%|████████▊ | 881/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 882:  88%|████████▊ | 881/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 882:  88%|████████▊ | 882/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 883:  88%|████████▊ | 882/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.27, total=1.1]
Epoch 883:  88%|████████▊ | 883/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 884:  88%|████████▊ | 883/1000 [00:38<00:05, 22.96it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 884:  88%|████████▊ | 884/1000 [00:38<00:05, 22.95it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 884:  88%|████████▊ | 884/1000 [00:38<00:05, 22.95it/s, datasets_total=2.37, priors_total=-1.17, total=1.2]
Epoch 885:  88%|████████▊ | 884/1000 [00:38<00:05, 22.95it/s, datasets_total=2.37, priors_total=-1.17, total=1.2]
Epoch 885:  88%|████████▊ | 885/1000 [00:38<00:05, 22.95it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 886:  88%|████████▊ | 885/1000 [00:38<00:05, 22.95it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 886:  89%|████████▊ | 886/1000 [00:38<00:04, 22.95it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 887:  89%|████████▊ | 886/1000 [00:38<00:04, 22.95it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 887:  89%|████████▊ | 887/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 887:  89%|████████▊ | 887/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 888:  89%|████████▊ | 887/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 888:  89%|████████▉ | 888/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 889:  89%|████████▉ | 888/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 889:  89%|████████▉ | 889/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 890:  89%|████████▉ | 889/1000 [00:38<00:04, 23.07it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 890:  89%|████████▉ | 890/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.24, total=1.13]
Epoch 890:  89%|████████▉ | 890/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.29, total=1.07]
Epoch 891:  89%|████████▉ | 890/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.29, total=1.07]
Epoch 891:  89%|████████▉ | 891/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 892:  89%|████████▉ | 891/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 892:  89%|████████▉ | 892/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 893:  89%|████████▉ | 892/1000 [00:38<00:04, 23.17it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 893:  89%|████████▉ | 893/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 893:  89%|████████▉ | 893/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 894:  89%|████████▉ | 893/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 894:  89%|████████▉ | 894/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 895:  89%|████████▉ | 894/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 895:  90%|████████▉ | 895/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 896:  90%|████████▉ | 895/1000 [00:38<00:04, 23.31it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 896:  90%|████████▉ | 896/1000 [00:38<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 896:  90%|████████▉ | 896/1000 [00:38<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.19, total=1.18]
Epoch 897:  90%|████████▉ | 896/1000 [00:38<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.19, total=1.18]
Epoch 897:  90%|████████▉ | 897/1000 [00:38<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.34, total=1.03]
Epoch 898:  90%|████████▉ | 897/1000 [00:38<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.34, total=1.03]
Epoch 898:  90%|████████▉ | 898/1000 [00:39<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 899:  90%|████████▉ | 898/1000 [00:39<00:04, 23.39it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 899:  90%|████████▉ | 899/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 899:  90%|████████▉ | 899/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.15, total=1.21]
Epoch 900:  90%|████████▉ | 899/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.15, total=1.21]
Epoch 900:  90%|█████████ | 900/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 901:  90%|█████████ | 900/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 901:  90%|█████████ | 901/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 902:  90%|█████████ | 901/1000 [00:39<00:04, 23.45it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 902:  90%|█████████ | 902/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.15, total=1.22]
Epoch 902:  90%|█████████ | 902/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 903:  90%|█████████ | 902/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 903:  90%|█████████ | 903/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 904:  90%|█████████ | 903/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 904:  90%|█████████ | 904/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.26, total=1.1]
Epoch 905:  90%|█████████ | 904/1000 [00:39<00:04, 23.53it/s, datasets_total=2.37, priors_total=-1.26, total=1.1]
Epoch 905:  90%|█████████ | 905/1000 [00:39<00:04, 23.41it/s, datasets_total=2.37, priors_total=-1.26, total=1.1]
Epoch 905:  90%|█████████ | 905/1000 [00:39<00:04, 23.41it/s, datasets_total=2.37, priors_total=-1.19, total=1.18]
Epoch 906:  90%|█████████ | 905/1000 [00:39<00:04, 23.41it/s, datasets_total=2.37, priors_total=-1.19, total=1.18]
Epoch 906:  91%|█████████ | 906/1000 [00:39<00:04, 23.41it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 907:  91%|█████████ | 906/1000 [00:39<00:04, 23.41it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 907:  91%|█████████ | 907/1000 [00:39<00:03, 23.41it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 908:  91%|█████████ | 907/1000 [00:39<00:03, 23.41it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 908:  91%|█████████ | 908/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 908:  91%|█████████ | 908/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 909:  91%|█████████ | 908/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 909:  91%|█████████ | 909/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 910:  91%|█████████ | 909/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 910:  91%|█████████ | 910/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 911:  91%|█████████ | 910/1000 [00:39<00:03, 23.33it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 911:  91%|█████████ | 911/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.23, total=1.14]
Epoch 911:  91%|█████████ | 911/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 912:  91%|█████████ | 911/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.26, total=1.11]
Epoch 912:  91%|█████████ | 912/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 913:  91%|█████████ | 912/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 913:  91%|█████████▏| 913/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.29, total=1.07]
Epoch 914:  91%|█████████▏| 913/1000 [00:39<00:03, 23.32it/s, datasets_total=2.37, priors_total=-1.29, total=1.07]
Epoch 914:  91%|█████████▏| 914/1000 [00:39<00:03, 23.37it/s, datasets_total=2.37, priors_total=-1.29, total=1.07]
Epoch 914:  91%|█████████▏| 914/1000 [00:39<00:03, 23.37it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 915:  91%|█████████▏| 914/1000 [00:39<00:03, 23.37it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 915:  92%|█████████▏| 915/1000 [00:39<00:03, 23.37it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 916:  92%|█████████▏| 915/1000 [00:39<00:03, 23.37it/s, datasets_total=2.37, priors_total=-1.25, total=1.12]
Epoch 916:  92%|█████████▏| 916/1000 [00:39<00:03, 23.37it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 917:  92%|█████████▏| 916/1000 [00:39<00:03, 23.37it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 917:  92%|█████████▏| 917/1000 [00:39<00:03, 23.27it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 917:  92%|█████████▏| 917/1000 [00:39<00:03, 23.27it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 918:  92%|█████████▏| 917/1000 [00:39<00:03, 23.27it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 918:  92%|█████████▏| 918/1000 [00:39<00:03, 23.27it/s, datasets_total=2.36, priors_total=-1.18, total=1.18]
Epoch 919:  92%|█████████▏| 918/1000 [00:39<00:03, 23.27it/s, datasets_total=2.36, priors_total=-1.18, total=1.18]
Epoch 919:  92%|█████████▏| 919/1000 [00:39<00:03, 23.27it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 920:  92%|█████████▏| 919/1000 [00:39<00:03, 23.27it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 920:  92%|█████████▏| 920/1000 [00:39<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.3, total=1.07]
Epoch 920:  92%|█████████▏| 920/1000 [00:39<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 921:  92%|█████████▏| 920/1000 [00:39<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.28, total=1.09]
Epoch 921:  92%|█████████▏| 921/1000 [00:39<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 922:  92%|█████████▏| 921/1000 [00:39<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.32, total=1.05]
Epoch 922:  92%|█████████▏| 922/1000 [00:40<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 923:  92%|█████████▏| 922/1000 [00:40<00:03, 23.13it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 923:  92%|█████████▏| 923/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.22, total=1.15]
Epoch 923:  92%|█████████▏| 923/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 924:  92%|█████████▏| 923/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.21, total=1.16]
Epoch 924:  92%|█████████▏| 924/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.31, total=1.05]
Epoch 925:  92%|█████████▏| 924/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.31, total=1.05]
Epoch 925:  92%|█████████▎| 925/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 926:  92%|█████████▎| 925/1000 [00:40<00:03, 22.97it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 926:  93%|█████████▎| 926/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.29, total=1.08]
Epoch 926:  93%|█████████▎| 926/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 927:  93%|█████████▎| 926/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.31, total=1.06]
Epoch 927:  93%|█████████▎| 927/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.16, total=1.21]
Epoch 928:  93%|█████████▎| 927/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.16, total=1.21]
Epoch 928:  93%|█████████▎| 928/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.33, total=1.03]
Epoch 929:  93%|█████████▎| 928/1000 [00:40<00:03, 22.78it/s, datasets_total=2.37, priors_total=-1.33, total=1.03]
Epoch 929:  93%|█████████▎| 929/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.33, total=1.03]
Epoch 929:  93%|█████████▎| 929/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.27, total=1.09]
Epoch 930:  93%|█████████▎| 929/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.27, total=1.09]
Epoch 930:  93%|█████████▎| 930/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.35, total=1.02]
Epoch 931:  93%|█████████▎| 930/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.35, total=1.02]
Epoch 931:  93%|█████████▎| 931/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.24, total=1.12]
Epoch 932:  93%|█████████▎| 931/1000 [00:40<00:03, 22.68it/s, datasets_total=2.37, priors_total=-1.24, total=1.12]
Epoch 932:  93%|█████████▎| 932/1000 [00:40<00:02, 22.71it/s, datasets_total=2.37, priors_total=-1.24, total=1.12]
Epoch 932:  93%|█████████▎| 932/1000 [00:40<00:02, 22.71it/s, datasets_total=2.37, priors_total=-1.26, total=1.1]
Epoch 933:  93%|█████████▎| 932/1000 [00:40<00:02, 22.71it/s, datasets_total=2.37, priors_total=-1.26, total=1.1]
Epoch 933:  93%|█████████▎| 933/1000 [00:40<00:02, 22.71it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 934:  93%|█████████▎| 933/1000 [00:40<00:02, 22.71it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 934:  93%|█████████▎| 934/1000 [00:40<00:02, 22.71it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 935:  93%|█████████▎| 934/1000 [00:40<00:02, 22.71it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 935:  94%|█████████▎| 935/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 935:  94%|█████████▎| 935/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 936:  94%|█████████▎| 935/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 936:  94%|█████████▎| 936/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.26, total=1.11]
Epoch 937:  94%|█████████▎| 936/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.26, total=1.11]
Epoch 937:  94%|█████████▎| 937/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 938:  94%|█████████▎| 937/1000 [00:40<00:02, 22.76it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 938:  94%|█████████▍| 938/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 938:  94%|█████████▍| 938/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 939:  94%|█████████▍| 938/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 939:  94%|█████████▍| 939/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 940:  94%|█████████▍| 939/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 940:  94%|█████████▍| 940/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 941:  94%|█████████▍| 940/1000 [00:40<00:02, 22.92it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 941:  94%|█████████▍| 941/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 941:  94%|█████████▍| 941/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.18, total=1.18]
Epoch 942:  94%|█████████▍| 941/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.18, total=1.18]
Epoch 942:  94%|█████████▍| 942/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.15, total=1.21]
Epoch 943:  94%|█████████▍| 942/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.15, total=1.21]
Epoch 943:  94%|█████████▍| 943/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.19, total=1.18]
Epoch 944:  94%|█████████▍| 943/1000 [00:40<00:02, 23.13it/s, datasets_total=2.36, priors_total=-1.19, total=1.18]
Epoch 944:  94%|█████████▍| 944/1000 [00:40<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.19, total=1.18]
Epoch 944:  94%|█████████▍| 944/1000 [00:40<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 945:  94%|█████████▍| 944/1000 [00:40<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 945:  94%|█████████▍| 945/1000 [00:41<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 946:  94%|█████████▍| 945/1000 [00:41<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 946:  95%|█████████▍| 946/1000 [00:41<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.35, total=1.01]
Epoch 947:  95%|█████████▍| 946/1000 [00:41<00:02, 23.25it/s, datasets_total=2.36, priors_total=-1.35, total=1.01]
Epoch 947:  95%|█████████▍| 947/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.35, total=1.01]
Epoch 947:  95%|█████████▍| 947/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 948:  95%|█████████▍| 947/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 948:  95%|█████████▍| 948/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 949:  95%|█████████▍| 948/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 949:  95%|█████████▍| 949/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.28, total=1.08]
Epoch 950:  95%|█████████▍| 949/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.28, total=1.08]
Epoch 950:  95%|█████████▌| 950/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.28, total=1.08]
Epoch 950:  95%|█████████▌| 950/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.15, total=1.22]
Epoch 951:  95%|█████████▌| 950/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.15, total=1.22]
Epoch 951:  95%|█████████▌| 951/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 952:  95%|█████████▌| 951/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 952:  95%|█████████▌| 952/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 953:  95%|█████████▌| 952/1000 [00:41<00:02, 23.33it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 953:  95%|█████████▌| 953/1000 [00:41<00:02, 23.37it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 953:  95%|█████████▌| 953/1000 [00:41<00:02, 23.37it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 954:  95%|█████████▌| 953/1000 [00:41<00:02, 23.37it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 954:  95%|█████████▌| 954/1000 [00:41<00:01, 23.37it/s, datasets_total=2.36, priors_total=-1.32, total=1.04]
Epoch 955:  95%|█████████▌| 954/1000 [00:41<00:01, 23.37it/s, datasets_total=2.36, priors_total=-1.32, total=1.04]
Epoch 955:  96%|█████████▌| 955/1000 [00:41<00:01, 23.37it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 956:  96%|█████████▌| 955/1000 [00:41<00:01, 23.37it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 956:  96%|█████████▌| 956/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 956:  96%|█████████▌| 956/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 957:  96%|█████████▌| 956/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 957:  96%|█████████▌| 957/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 958:  96%|█████████▌| 957/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.27, total=1.09]
Epoch 958:  96%|█████████▌| 958/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 959:  96%|█████████▌| 958/1000 [00:41<00:01, 23.30it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 959:  96%|█████████▌| 959/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 959:  96%|█████████▌| 959/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 960:  96%|█████████▌| 959/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 960:  96%|█████████▌| 960/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 961:  96%|█████████▌| 960/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 961:  96%|█████████▌| 961/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.25, total=1.12]
Epoch 962:  96%|█████████▌| 961/1000 [00:41<00:01, 23.32it/s, datasets_total=2.36, priors_total=-1.25, total=1.12]
Epoch 962:  96%|█████████▌| 962/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.25, total=1.12]
Epoch 962:  96%|█████████▌| 962/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 963:  96%|█████████▌| 962/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 963:  96%|█████████▋| 963/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 964:  96%|█████████▋| 963/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 964:  96%|█████████▋| 964/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 965:  96%|█████████▋| 964/1000 [00:41<00:01, 23.34it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 965:  96%|█████████▋| 965/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 965:  96%|█████████▋| 965/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 966:  96%|█████████▋| 965/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 966:  97%|█████████▋| 966/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.33, total=1.04]
Epoch 967:  97%|█████████▋| 966/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.33, total=1.04]
Epoch 967:  97%|█████████▋| 967/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 968:  97%|█████████▋| 967/1000 [00:41<00:01, 23.35it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 968:  97%|█████████▋| 968/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 968:  97%|█████████▋| 968/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 969:  97%|█████████▋| 968/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.27, total=1.1]
Epoch 969:  97%|█████████▋| 969/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 970:  97%|█████████▋| 969/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.29, total=1.08]
Epoch 970:  97%|█████████▋| 970/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 971:  97%|█████████▋| 970/1000 [00:42<00:01, 23.25it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 971:  97%|█████████▋| 971/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.22, total=1.14]
Epoch 971:  97%|█████████▋| 971/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 972:  97%|█████████▋| 971/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 972:  97%|█████████▋| 972/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 973:  97%|█████████▋| 972/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 973:  97%|█████████▋| 973/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 974:  97%|█████████▋| 973/1000 [00:42<00:01, 23.23it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 974:  97%|█████████▋| 974/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.25, total=1.11]
Epoch 974:  97%|█████████▋| 974/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 975:  97%|█████████▋| 974/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 975:  98%|█████████▊| 975/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 976:  98%|█████████▊| 975/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 976:  98%|█████████▊| 976/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 977:  98%|█████████▊| 976/1000 [00:42<00:01, 23.15it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 977:  98%|█████████▊| 977/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 977:  98%|█████████▊| 977/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 978:  98%|█████████▊| 977/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 978:  98%|█████████▊| 978/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.28, total=1.08]
Epoch 979:  98%|█████████▊| 978/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.28, total=1.08]
Epoch 979:  98%|█████████▊| 979/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 980:  98%|█████████▊| 979/1000 [00:42<00:00, 23.18it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 980:  98%|█████████▊| 980/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 980:  98%|█████████▊| 980/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 981:  98%|█████████▊| 980/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.31, total=1.05]
Epoch 981:  98%|█████████▊| 981/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.21, total=1.15]
Epoch 982:  98%|█████████▊| 981/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.21, total=1.15]
Epoch 982:  98%|█████████▊| 982/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.21, total=1.15]
Epoch 983:  98%|█████████▊| 982/1000 [00:42<00:00, 23.24it/s, datasets_total=2.36, priors_total=-1.21, total=1.15]
Epoch 983:  98%|█████████▊| 983/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.21, total=1.15]
Epoch 983:  98%|█████████▊| 983/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 984:  98%|█████████▊| 983/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 984:  98%|█████████▊| 984/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 985:  98%|█████████▊| 984/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 985:  98%|█████████▊| 985/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.17, total=1.19]
Epoch 986:  98%|█████████▊| 985/1000 [00:42<00:00, 23.27it/s, datasets_total=2.36, priors_total=-1.17, total=1.19]
Epoch 986:  99%|█████████▊| 986/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.17, total=1.19]
Epoch 986:  99%|█████████▊| 986/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 987:  99%|█████████▊| 986/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 987:  99%|█████████▊| 987/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 988:  99%|█████████▊| 987/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 988:  99%|█████████▉| 988/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 989:  99%|█████████▉| 988/1000 [00:42<00:00, 23.32it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 989:  99%|█████████▉| 989/1000 [00:42<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 989:  99%|█████████▉| 989/1000 [00:42<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 990:  99%|█████████▉| 989/1000 [00:42<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 990:  99%|█████████▉| 990/1000 [00:42<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 991:  99%|█████████▉| 990/1000 [00:42<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 991:  99%|█████████▉| 991/1000 [00:43<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.3, total=1.06]
Epoch 992:  99%|█████████▉| 991/1000 [00:43<00:00, 23.36it/s, datasets_total=2.36, priors_total=-1.3, total=1.06]
Epoch 992:  99%|█████████▉| 992/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.3, total=1.06]
Epoch 992:  99%|█████████▉| 992/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 993:  99%|█████████▉| 992/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.26, total=1.1]
Epoch 993:  99%|█████████▉| 993/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 994:  99%|█████████▉| 993/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 994:  99%|█████████▉| 994/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.33, total=1.04]
Epoch 995:  99%|█████████▉| 994/1000 [00:43<00:00, 23.39it/s, datasets_total=2.36, priors_total=-1.33, total=1.04]
Epoch 995: 100%|█████████▉| 995/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.33, total=1.04]
Epoch 995: 100%|█████████▉| 995/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 996: 100%|█████████▉| 995/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.2, total=1.16]
Epoch 996: 100%|█████████▉| 996/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 997: 100%|█████████▉| 996/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.29, total=1.07]
Epoch 997: 100%|█████████▉| 997/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 998: 100%|█████████▉| 997/1000 [00:43<00:00, 23.43it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 998: 100%|█████████▉| 998/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 998: 100%|█████████▉| 998/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 999: 100%|█████████▉| 998/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.23, total=1.13]
Epoch 999: 100%|█████████▉| 999/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.19, total=1.17]
Epoch 1000: 100%|█████████▉| 999/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.19, total=1.17]
Epoch 1000: 100%|██████████| 1000/1000 [00:43<00:00, 23.19it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]
Epoch 1000: 100%|██████████| 1000/1000 [00:43<00:00, 23.04it/s, datasets_total=2.36, priors_total=-1.24, total=1.12]

And plot the result:

result.peek()
plt.show()

The result already looks smoother, however the prior is to strong and over-smoothes the result. For this we could reduce the strength of the prior using the beta parameter.

However for this tutorial let us pretend we had more data available, by simulating multiple observations:

n_obs = 5
datasets = {}

for idx in range(n_obs):
    dataset = gauss_and_point_sources_gauss_psf(
        random_state=random_state, source_level=5000
    )
    # re-assign psf
    dataset["psf"] = {"flux": dataset["psf"]}
    datasets[f"obs-{idx}"] = dataset

Now we re-run the deconvolution:

result = deconvolver.run(datasets=datasets, components=component_patch_prior)

  0%|          | 0/5000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 0/5000 [00:00<?, ?it/s]
Epoch 1:   0%|          | 4/5000 [00:00<02:39, 31.24it/s]
Epoch 1:   0%|          | 5/5000 [00:00<02:39, 31.24it/s, datasets_total=11.9, priors_total=-0.65, total=11.2]
Epoch 2:   0%|          | 5/5000 [00:00<02:39, 31.24it/s, datasets_total=11.9, priors_total=-0.65, total=11.2]
Epoch 2:   0%|          | 8/5000 [00:00<02:51, 29.03it/s, datasets_total=11.9, priors_total=-0.65, total=11.2]
Epoch 2:   0%|          | 10/5000 [00:00<02:51, 29.03it/s, datasets_total=11.8, priors_total=-0.756, total=11]
Epoch 3:   0%|          | 10/5000 [00:00<02:51, 29.03it/s, datasets_total=11.8, priors_total=-0.756, total=11]
Epoch 3:   0%|          | 11/5000 [00:00<02:56, 28.28it/s, datasets_total=11.8, priors_total=-0.756, total=11]
Epoch 3:   0%|          | 15/5000 [00:00<02:49, 29.37it/s, datasets_total=11.8, priors_total=-0.756, total=11]
Epoch 3:   0%|          | 15/5000 [00:00<02:49, 29.37it/s, datasets_total=11.7, priors_total=-0.898, total=10.8]
Epoch 4:   0%|          | 15/5000 [00:00<02:49, 29.37it/s, datasets_total=11.7, priors_total=-0.898, total=10.8]
Epoch 4:   0%|          | 18/5000 [00:00<02:52, 28.80it/s, datasets_total=11.7, priors_total=-0.898, total=10.8]
Epoch 4:   0%|          | 20/5000 [00:00<02:52, 28.80it/s, datasets_total=11.6, priors_total=-1.02, total=10.6]
Epoch 5:   0%|          | 20/5000 [00:00<02:52, 28.80it/s, datasets_total=11.6, priors_total=-1.02, total=10.6]
Epoch 5:   0%|          | 21/5000 [00:00<02:54, 28.46it/s, datasets_total=11.6, priors_total=-1.02, total=10.6]
Epoch 5:   0%|          | 25/5000 [00:00<02:48, 29.57it/s, datasets_total=11.6, priors_total=-1.02, total=10.6]
Epoch 5:   0%|          | 25/5000 [00:00<02:48, 29.57it/s, datasets_total=11.6, priors_total=-0.994, total=10.6]
Epoch 6:   0%|          | 25/5000 [00:00<02:48, 29.57it/s, datasets_total=11.6, priors_total=-0.994, total=10.6]
Epoch 6:   1%|          | 28/5000 [00:00<02:51, 29.02it/s, datasets_total=11.6, priors_total=-0.994, total=10.6]
Epoch 6:   1%|          | 30/5000 [00:01<02:51, 29.02it/s, datasets_total=11.6, priors_total=-1.06, total=10.5]
Epoch 7:   1%|          | 30/5000 [00:01<02:51, 29.02it/s, datasets_total=11.6, priors_total=-1.06, total=10.5]
Epoch 7:   1%|          | 31/5000 [00:01<02:53, 28.61it/s, datasets_total=11.6, priors_total=-1.06, total=10.5]
Epoch 7:   1%|          | 35/5000 [00:01<02:47, 29.69it/s, datasets_total=11.6, priors_total=-1.06, total=10.5]
Epoch 7:   1%|          | 35/5000 [00:01<02:47, 29.69it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 8:   1%|          | 35/5000 [00:01<02:47, 29.69it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 8:   1%|          | 38/5000 [00:01<02:51, 28.97it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 8:   1%|          | 40/5000 [00:01<02:51, 28.97it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 9:   1%|          | 40/5000 [00:01<02:51, 28.97it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 9:   1%|          | 41/5000 [00:01<02:56, 28.17it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 9:   1%|          | 45/5000 [00:01<02:50, 29.02it/s, datasets_total=11.5, priors_total=-1.03, total=10.5]
Epoch 9:   1%|          | 45/5000 [00:01<02:50, 29.02it/s, datasets_total=11.5, priors_total=-1.09, total=10.4]
Epoch 10:   1%|          | 45/5000 [00:01<02:50, 29.02it/s, datasets_total=11.5, priors_total=-1.09, total=10.4]
Epoch 10:   1%|          | 48/5000 [00:01<02:54, 28.38it/s, datasets_total=11.5, priors_total=-1.09, total=10.4]
Epoch 10:   1%|          | 50/5000 [00:01<02:54, 28.38it/s, datasets_total=11.5, priors_total=-1, total=10.5]
Epoch 11:   1%|          | 50/5000 [00:01<02:54, 28.38it/s, datasets_total=11.5, priors_total=-1, total=10.5]
Epoch 11:   1%|          | 51/5000 [00:01<02:57, 27.87it/s, datasets_total=11.5, priors_total=-1, total=10.5]
Epoch 11:   1%|          | 55/5000 [00:01<02:51, 28.91it/s, datasets_total=11.5, priors_total=-1, total=10.5]
Epoch 11:   1%|          | 55/5000 [00:01<02:51, 28.91it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 12:   1%|          | 55/5000 [00:01<02:51, 28.91it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 12:   1%|          | 58/5000 [00:02<02:54, 28.31it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 12:   1%|          | 60/5000 [00:02<02:54, 28.31it/s, datasets_total=11.5, priors_total=-1.08, total=10.4]
Epoch 13:   1%|          | 60/5000 [00:02<02:54, 28.31it/s, datasets_total=11.5, priors_total=-1.08, total=10.4]
Epoch 13:   1%|          | 61/5000 [00:02<02:57, 27.87it/s, datasets_total=11.5, priors_total=-1.08, total=10.4]
Epoch 13:   1%|▏         | 65/5000 [00:02<02:50, 28.90it/s, datasets_total=11.5, priors_total=-1.08, total=10.4]
Epoch 13:   1%|▏         | 65/5000 [00:02<02:50, 28.90it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 14:   1%|▏         | 65/5000 [00:02<02:50, 28.90it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 14:   1%|▏         | 68/5000 [00:02<02:53, 28.47it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 14:   1%|▏         | 70/5000 [00:02<02:53, 28.47it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 15:   1%|▏         | 70/5000 [00:02<02:53, 28.47it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 15:   1%|▏         | 71/5000 [00:02<02:54, 28.18it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 15:   2%|▏         | 75/5000 [00:02<02:48, 29.27it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 15:   2%|▏         | 75/5000 [00:02<02:48, 29.27it/s, datasets_total=11.5, priors_total=-0.979, total=10.5]
Epoch 16:   2%|▏         | 75/5000 [00:02<02:48, 29.27it/s, datasets_total=11.5, priors_total=-0.979, total=10.5]
Epoch 16:   2%|▏         | 78/5000 [00:02<02:50, 28.79it/s, datasets_total=11.5, priors_total=-0.979, total=10.5]
Epoch 16:   2%|▏         | 80/5000 [00:02<02:50, 28.79it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 17:   2%|▏         | 80/5000 [00:02<02:50, 28.79it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 17:   2%|▏         | 81/5000 [00:02<02:52, 28.54it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 17:   2%|▏         | 85/5000 [00:02<02:46, 29.54it/s, datasets_total=11.5, priors_total=-1.1, total=10.4]
Epoch 17:   2%|▏         | 85/5000 [00:02<02:46, 29.54it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 18:   2%|▏         | 85/5000 [00:02<02:46, 29.54it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 18:   2%|▏         | 88/5000 [00:03<02:49, 29.02it/s, datasets_total=11.5, priors_total=-1.03, total=10.4]
Epoch 18:   2%|▏         | 90/5000 [00:03<02:49, 29.02it/s, datasets_total=11.4, priors_total=-1.08, total=10.4]
Epoch 19:   2%|▏         | 90/5000 [00:03<02:49, 29.02it/s, datasets_total=11.4, priors_total=-1.08, total=10.4]
Epoch 19:   2%|▏         | 91/5000 [00:03<02:51, 28.63it/s, datasets_total=11.4, priors_total=-1.08, total=10.4]
Epoch 19:   2%|▏         | 95/5000 [00:03<02:45, 29.60it/s, datasets_total=11.4, priors_total=-1.08, total=10.4]
Epoch 19:   2%|▏         | 95/5000 [00:03<02:45, 29.60it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 20:   2%|▏         | 95/5000 [00:03<02:45, 29.60it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 20:   2%|▏         | 98/5000 [00:03<02:49, 28.97it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 20:   2%|▏         | 100/5000 [00:03<02:49, 28.97it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 21:   2%|▏         | 100/5000 [00:03<02:49, 28.97it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 21:   2%|▏         | 101/5000 [00:03<02:51, 28.58it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 21:   2%|▏         | 105/5000 [00:03<02:45, 29.66it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 21:   2%|▏         | 105/5000 [00:03<02:45, 29.66it/s, datasets_total=11.4, priors_total=-1.15, total=10.3]
Epoch 22:   2%|▏         | 105/5000 [00:03<02:45, 29.66it/s, datasets_total=11.4, priors_total=-1.15, total=10.3]
Epoch 22:   2%|▏         | 108/5000 [00:03<02:48, 28.96it/s, datasets_total=11.4, priors_total=-1.15, total=10.3]
Epoch 22:   2%|▏         | 110/5000 [00:03<02:48, 28.96it/s, datasets_total=11.4, priors_total=-1.18, total=10.3]
Epoch 23:   2%|▏         | 110/5000 [00:03<02:48, 28.96it/s, datasets_total=11.4, priors_total=-1.18, total=10.3]
Epoch 23:   2%|▏         | 111/5000 [00:03<02:51, 28.47it/s, datasets_total=11.4, priors_total=-1.18, total=10.3]
Epoch 23:   2%|▏         | 115/5000 [00:03<02:46, 29.33it/s, datasets_total=11.4, priors_total=-1.18, total=10.3]
Epoch 23:   2%|▏         | 115/5000 [00:03<02:46, 29.33it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 24:   2%|▏         | 115/5000 [00:03<02:46, 29.33it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 24:   2%|▏         | 118/5000 [00:04<02:50, 28.65it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 24:   2%|▏         | 120/5000 [00:04<02:50, 28.65it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 25:   2%|▏         | 120/5000 [00:04<02:50, 28.65it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 25:   2%|▏         | 121/5000 [00:04<02:53, 28.18it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 25:   2%|▎         | 125/5000 [00:04<02:47, 29.14it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 25:   2%|▎         | 125/5000 [00:04<02:47, 29.14it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 26:   2%|▎         | 125/5000 [00:04<02:47, 29.14it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 26:   3%|▎         | 128/5000 [00:04<02:50, 28.64it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 26:   3%|▎         | 130/5000 [00:04<02:50, 28.64it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 27:   3%|▎         | 130/5000 [00:04<02:50, 28.64it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 27:   3%|▎         | 131/5000 [00:04<02:52, 28.23it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 27:   3%|▎         | 135/5000 [00:04<02:45, 29.44it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 27:   3%|▎         | 135/5000 [00:04<02:45, 29.44it/s, datasets_total=11.4, priors_total=-1.03, total=10.4]
Epoch 28:   3%|▎         | 135/5000 [00:04<02:45, 29.44it/s, datasets_total=11.4, priors_total=-1.03, total=10.4]
Epoch 28:   3%|▎         | 138/5000 [00:04<02:48, 28.90it/s, datasets_total=11.4, priors_total=-1.03, total=10.4]
Epoch 28:   3%|▎         | 140/5000 [00:04<02:48, 28.90it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 29:   3%|▎         | 140/5000 [00:04<02:48, 28.90it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 29:   3%|▎         | 141/5000 [00:04<02:51, 28.33it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 29:   3%|▎         | 145/5000 [00:05<02:45, 29.27it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 29:   3%|▎         | 145/5000 [00:05<02:45, 29.27it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 30:   3%|▎         | 145/5000 [00:05<02:45, 29.27it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 30:   3%|▎         | 148/5000 [00:05<02:48, 28.80it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 30:   3%|▎         | 150/5000 [00:05<02:48, 28.80it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 31:   3%|▎         | 150/5000 [00:05<02:48, 28.80it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 31:   3%|▎         | 151/5000 [00:05<02:50, 28.36it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 31:   3%|▎         | 155/5000 [00:05<02:44, 29.53it/s, datasets_total=11.4, priors_total=-1.14, total=10.3]
Epoch 31:   3%|▎         | 155/5000 [00:05<02:44, 29.53it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 32:   3%|▎         | 155/5000 [00:05<02:44, 29.53it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 32:   3%|▎         | 158/5000 [00:05<02:47, 28.92it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 32:   3%|▎         | 160/5000 [00:05<02:47, 28.92it/s, datasets_total=11.4, priors_total=-0.991, total=10.4]
Epoch 33:   3%|▎         | 160/5000 [00:05<02:47, 28.92it/s, datasets_total=11.4, priors_total=-0.991, total=10.4]
Epoch 33:   3%|▎         | 161/5000 [00:05<02:49, 28.55it/s, datasets_total=11.4, priors_total=-0.991, total=10.4]
Epoch 33:   3%|▎         | 165/5000 [00:05<02:44, 29.48it/s, datasets_total=11.4, priors_total=-0.991, total=10.4]
Epoch 33:   3%|▎         | 165/5000 [00:05<02:44, 29.48it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 34:   3%|▎         | 165/5000 [00:05<02:44, 29.48it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 34:   3%|▎         | 168/5000 [00:05<02:47, 28.89it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 34:   3%|▎         | 170/5000 [00:05<02:47, 28.89it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 35:   3%|▎         | 170/5000 [00:05<02:47, 28.89it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 35:   3%|▎         | 171/5000 [00:05<02:50, 28.39it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 35:   4%|▎         | 175/5000 [00:06<02:44, 29.32it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 35:   4%|▎         | 175/5000 [00:06<02:44, 29.32it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 36:   4%|▎         | 175/5000 [00:06<02:44, 29.32it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 36:   4%|▎         | 178/5000 [00:06<02:48, 28.67it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 36:   4%|▎         | 180/5000 [00:06<02:48, 28.67it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 37:   4%|▎         | 180/5000 [00:06<02:48, 28.67it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 37:   4%|▎         | 181/5000 [00:06<02:51, 28.15it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 37:   4%|▎         | 185/5000 [00:06<02:44, 29.34it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 37:   4%|▎         | 185/5000 [00:06<02:44, 29.34it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 38:   4%|▎         | 185/5000 [00:06<02:44, 29.34it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 38:   4%|▍         | 188/5000 [00:06<02:48, 28.61it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 38:   4%|▍         | 190/5000 [00:06<02:48, 28.61it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 39:   4%|▍         | 190/5000 [00:06<02:48, 28.61it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 39:   4%|▍         | 191/5000 [00:06<02:50, 28.12it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 39:   4%|▍         | 195/5000 [00:06<02:44, 29.15it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 39:   4%|▍         | 195/5000 [00:06<02:44, 29.15it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 40:   4%|▍         | 195/5000 [00:06<02:44, 29.15it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 40:   4%|▍         | 198/5000 [00:06<02:47, 28.64it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 40:   4%|▍         | 200/5000 [00:06<02:47, 28.64it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 41:   4%|▍         | 200/5000 [00:06<02:47, 28.64it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 41:   4%|▍         | 201/5000 [00:06<02:49, 28.28it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 41:   4%|▍         | 205/5000 [00:07<02:42, 29.46it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 41:   4%|▍         | 205/5000 [00:07<02:42, 29.46it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 42:   4%|▍         | 205/5000 [00:07<02:42, 29.46it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 42:   4%|▍         | 208/5000 [00:07<02:45, 28.96it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 42:   4%|▍         | 210/5000 [00:07<02:45, 28.96it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 43:   4%|▍         | 210/5000 [00:07<02:45, 28.96it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 43:   4%|▍         | 211/5000 [00:07<02:48, 28.41it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 43:   4%|▍         | 215/5000 [00:07<02:43, 29.20it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 43:   4%|▍         | 215/5000 [00:07<02:43, 29.20it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 44:   4%|▍         | 215/5000 [00:07<02:43, 29.20it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 44:   4%|▍         | 218/5000 [00:07<02:46, 28.69it/s, datasets_total=11.4, priors_total=-1.13, total=10.3]
Epoch 44:   4%|▍         | 220/5000 [00:07<02:46, 28.69it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 45:   4%|▍         | 220/5000 [00:07<02:46, 28.69it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 45:   4%|▍         | 221/5000 [00:07<02:48, 28.31it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 45:   4%|▍         | 225/5000 [00:07<02:42, 29.43it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 45:   4%|▍         | 225/5000 [00:07<02:42, 29.43it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 46:   4%|▍         | 225/5000 [00:07<02:42, 29.43it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 46:   5%|▍         | 228/5000 [00:07<02:45, 28.87it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 46:   5%|▍         | 230/5000 [00:07<02:45, 28.87it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 47:   5%|▍         | 230/5000 [00:07<02:45, 28.87it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 47:   5%|▍         | 231/5000 [00:08<02:48, 28.37it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 47:   5%|▍         | 235/5000 [00:08<02:42, 29.30it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 47:   5%|▍         | 235/5000 [00:08<02:42, 29.30it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 48:   5%|▍         | 235/5000 [00:08<02:42, 29.30it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 48:   5%|▍         | 238/5000 [00:08<02:46, 28.65it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 48:   5%|▍         | 240/5000 [00:08<02:46, 28.65it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 49:   5%|▍         | 240/5000 [00:08<02:46, 28.65it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 49:   5%|▍         | 241/5000 [00:08<02:48, 28.32it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 49:   5%|▍         | 245/5000 [00:08<02:41, 29.43it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 49:   5%|▍         | 245/5000 [00:08<02:41, 29.43it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 50:   5%|▍         | 245/5000 [00:08<02:41, 29.43it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 50:   5%|▍         | 248/5000 [00:08<02:44, 28.90it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 50:   5%|▌         | 250/5000 [00:08<02:44, 28.90it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 51:   5%|▌         | 250/5000 [00:08<02:44, 28.90it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 51:   5%|▌         | 251/5000 [00:08<02:47, 28.41it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 51:   5%|▌         | 255/5000 [00:08<02:40, 29.58it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 51:   5%|▌         | 255/5000 [00:08<02:40, 29.58it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 52:   5%|▌         | 255/5000 [00:08<02:40, 29.58it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 52:   5%|▌         | 258/5000 [00:08<02:43, 29.05it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 52:   5%|▌         | 260/5000 [00:09<02:43, 29.05it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 53:   5%|▌         | 260/5000 [00:09<02:43, 29.05it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 53:   5%|▌         | 261/5000 [00:09<02:45, 28.67it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 53:   5%|▌         | 265/5000 [00:09<02:39, 29.72it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 53:   5%|▌         | 265/5000 [00:09<02:39, 29.72it/s, datasets_total=11.4, priors_total=-1, total=10.4]
Epoch 54:   5%|▌         | 265/5000 [00:09<02:39, 29.72it/s, datasets_total=11.4, priors_total=-1, total=10.4]
Epoch 54:   5%|▌         | 268/5000 [00:09<02:43, 29.03it/s, datasets_total=11.4, priors_total=-1, total=10.4]
Epoch 54:   5%|▌         | 270/5000 [00:09<02:42, 29.03it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 55:   5%|▌         | 270/5000 [00:09<02:42, 29.03it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 55:   5%|▌         | 271/5000 [00:09<02:45, 28.60it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 55:   6%|▌         | 275/5000 [00:09<02:39, 29.70it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 55:   6%|▌         | 275/5000 [00:09<02:39, 29.70it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 56:   6%|▌         | 275/5000 [00:09<02:39, 29.70it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 56:   6%|▌         | 278/5000 [00:09<02:42, 29.11it/s, datasets_total=11.4, priors_total=-1.17, total=10.2]
Epoch 56:   6%|▌         | 280/5000 [00:09<02:42, 29.11it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 57:   6%|▌         | 280/5000 [00:09<02:42, 29.11it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 57:   6%|▌         | 281/5000 [00:09<02:44, 28.61it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 57:   6%|▌         | 285/5000 [00:09<02:39, 29.52it/s, datasets_total=11.4, priors_total=-1.12, total=10.3]
Epoch 57:   6%|▌         | 285/5000 [00:09<02:39, 29.52it/s, datasets_total=11.4, priors_total=-1.07, total=10.3]
Epoch 58:   6%|▌         | 285/5000 [00:09<02:39, 29.52it/s, datasets_total=11.4, priors_total=-1.07, total=10.3]
Epoch 58:   6%|▌         | 288/5000 [00:09<02:43, 28.84it/s, datasets_total=11.4, priors_total=-1.07, total=10.3]
Epoch 58:   6%|▌         | 290/5000 [00:10<02:43, 28.84it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 59:   6%|▌         | 290/5000 [00:10<02:43, 28.84it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 59:   6%|▌         | 291/5000 [00:10<02:45, 28.38it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 59:   6%|▌         | 295/5000 [00:10<02:40, 29.29it/s, datasets_total=11.4, priors_total=-1.15, total=10.2]
Epoch 59:   6%|▌         | 295/5000 [00:10<02:40, 29.29it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 60:   6%|▌         | 295/5000 [00:10<02:40, 29.29it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 60:   6%|▌         | 298/5000 [00:10<02:43, 28.70it/s, datasets_total=11.4, priors_total=-1.09, total=10.3]
Epoch 60:   6%|▌         | 300/5000 [00:10<02:43, 28.70it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 61:   6%|▌         | 300/5000 [00:10<02:43, 28.70it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 61:   6%|▌         | 301/5000 [00:10<02:45, 28.36it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 61:   6%|▌         | 305/5000 [00:10<02:39, 29.40it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 61:   6%|▌         | 305/5000 [00:10<02:39, 29.40it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 62:   6%|▌         | 305/5000 [00:10<02:39, 29.40it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 62:   6%|▌         | 308/5000 [00:10<02:42, 28.86it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 62:   6%|▌         | 310/5000 [00:10<02:42, 28.86it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 63:   6%|▌         | 310/5000 [00:10<02:42, 28.86it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 63:   6%|▌         | 311/5000 [00:10<02:44, 28.55it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 63:   6%|▋         | 315/5000 [00:10<02:38, 29.63it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 63:   6%|▋         | 315/5000 [00:10<02:38, 29.63it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 64:   6%|▋         | 315/5000 [00:10<02:38, 29.63it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 64:   6%|▋         | 318/5000 [00:11<02:40, 29.11it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 64:   6%|▋         | 320/5000 [00:11<02:40, 29.11it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 65:   6%|▋         | 320/5000 [00:11<02:40, 29.11it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 65:   6%|▋         | 321/5000 [00:11<02:43, 28.54it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 65:   6%|▋         | 325/5000 [00:11<02:37, 29.62it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 65:   6%|▋         | 325/5000 [00:11<02:37, 29.62it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 66:   6%|▋         | 325/5000 [00:11<02:37, 29.62it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 66:   7%|▋         | 328/5000 [00:11<02:40, 29.12it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 66:   7%|▋         | 330/5000 [00:11<02:40, 29.12it/s, datasets_total=11.4, priors_total=-0.989, total=10.4]
Epoch 67:   7%|▋         | 330/5000 [00:11<02:40, 29.12it/s, datasets_total=11.4, priors_total=-0.989, total=10.4]
Epoch 67:   7%|▋         | 331/5000 [00:11<02:43, 28.58it/s, datasets_total=11.4, priors_total=-0.989, total=10.4]
Epoch 67:   7%|▋         | 335/5000 [00:11<02:38, 29.52it/s, datasets_total=11.4, priors_total=-0.989, total=10.4]
Epoch 67:   7%|▋         | 335/5000 [00:11<02:38, 29.52it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 68:   7%|▋         | 335/5000 [00:11<02:38, 29.52it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 68:   7%|▋         | 338/5000 [00:11<02:42, 28.74it/s, datasets_total=11.4, priors_total=-1.11, total=10.3]
Epoch 68:   7%|▋         | 340/5000 [00:11<02:42, 28.74it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 69:   7%|▋         | 340/5000 [00:11<02:42, 28.74it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 69:   7%|▋         | 341/5000 [00:11<02:44, 28.30it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 69:   7%|▋         | 345/5000 [00:11<02:39, 29.10it/s, datasets_total=11.4, priors_total=-1.14, total=10.2]
Epoch 69:   7%|▋         | 345/5000 [00:11<02:39, 29.10it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 70:   7%|▋         | 345/5000 [00:11<02:39, 29.10it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 70:   7%|▋         | 348/5000 [00:12<02:43, 28.42it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 70:   7%|▋         | 350/5000 [00:12<02:43, 28.42it/s, datasets_total=11.4, priors_total=-1.05, total=10.3]
Epoch 71:   7%|▋         | 350/5000 [00:12<02:43, 28.42it/s, datasets_total=11.4, priors_total=-1.05, total=10.3]
Epoch 71:   7%|▋         | 351/5000 [00:12<02:46, 27.96it/s, datasets_total=11.4, priors_total=-1.05, total=10.3]
Epoch 71:   7%|▋         | 355/5000 [00:12<02:41, 28.80it/s, datasets_total=11.4, priors_total=-1.05, total=10.3]
Epoch 71:   7%|▋         | 355/5000 [00:12<02:41, 28.80it/s, datasets_total=11.4, priors_total=-0.969, total=10.4]
Epoch 72:   7%|▋         | 355/5000 [00:12<02:41, 28.80it/s, datasets_total=11.4, priors_total=-0.969, total=10.4]
Epoch 72:   7%|▋         | 358/5000 [00:12<02:44, 28.17it/s, datasets_total=11.4, priors_total=-0.969, total=10.4]
Epoch 72:   7%|▋         | 360/5000 [00:12<02:44, 28.17it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 73:   7%|▋         | 360/5000 [00:12<02:44, 28.17it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 73:   7%|▋         | 361/5000 [00:12<02:47, 27.72it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 73:   7%|▋         | 365/5000 [00:12<02:40, 28.81it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 73:   7%|▋         | 365/5000 [00:12<02:40, 28.81it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 74:   7%|▋         | 365/5000 [00:12<02:40, 28.81it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 74:   7%|▋         | 368/5000 [00:12<02:43, 28.38it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 74:   7%|▋         | 370/5000 [00:12<02:43, 28.38it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 75:   7%|▋         | 370/5000 [00:12<02:43, 28.38it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 75:   7%|▋         | 371/5000 [00:12<02:44, 28.14it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 75:   8%|▊         | 375/5000 [00:12<02:37, 29.36it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 75:   8%|▊         | 375/5000 [00:13<02:37, 29.36it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 76:   8%|▊         | 375/5000 [00:13<02:37, 29.36it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 76:   8%|▊         | 378/5000 [00:13<02:40, 28.88it/s, datasets_total=11.4, priors_total=-0.996, total=10.4]
Epoch 76:   8%|▊         | 380/5000 [00:13<02:39, 28.88it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 77:   8%|▊         | 380/5000 [00:13<02:39, 28.88it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 77:   8%|▊         | 381/5000 [00:13<02:42, 28.44it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 77:   8%|▊         | 385/5000 [00:13<02:36, 29.43it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 77:   8%|▊         | 385/5000 [00:13<02:36, 29.43it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 78:   8%|▊         | 385/5000 [00:13<02:36, 29.43it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 78:   8%|▊         | 388/5000 [00:13<02:40, 28.79it/s, datasets_total=11.4, priors_total=-1.01, total=10.4]
Epoch 78:   8%|▊         | 390/5000 [00:13<02:40, 28.79it/s, datasets_total=11.4, priors_total=-0.98, total=10.4]
Epoch 79:   8%|▊         | 390/5000 [00:13<02:40, 28.79it/s, datasets_total=11.4, priors_total=-0.98, total=10.4]
Epoch 79:   8%|▊         | 391/5000 [00:13<02:42, 28.41it/s, datasets_total=11.4, priors_total=-0.98, total=10.4]
Epoch 79:   8%|▊         | 395/5000 [00:13<02:38, 29.08it/s, datasets_total=11.4, priors_total=-0.98, total=10.4]
Epoch 79:   8%|▊         | 395/5000 [00:13<02:38, 29.08it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 80:   8%|▊         | 395/5000 [00:13<02:38, 29.08it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 80:   8%|▊         | 398/5000 [00:13<02:42, 28.41it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 80:   8%|▊         | 400/5000 [00:13<02:41, 28.41it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 81:   8%|▊         | 400/5000 [00:13<02:41, 28.41it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 81:   8%|▊         | 401/5000 [00:13<02:44, 28.00it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 81:   8%|▊         | 405/5000 [00:14<02:38, 28.99it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 81:   8%|▊         | 405/5000 [00:14<02:38, 28.99it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 82:   8%|▊         | 405/5000 [00:14<02:38, 28.99it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 82:   8%|▊         | 408/5000 [00:14<02:42, 28.29it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 82:   8%|▊         | 410/5000 [00:14<02:42, 28.29it/s, datasets_total=11.4, priors_total=-1.02, total=10.3]
Epoch 83:   8%|▊         | 410/5000 [00:14<02:42, 28.29it/s, datasets_total=11.4, priors_total=-1.02, total=10.3]
Epoch 83:   8%|▊         | 411/5000 [00:14<02:45, 27.79it/s, datasets_total=11.4, priors_total=-1.02, total=10.3]
Epoch 83:   8%|▊         | 415/5000 [00:14<02:38, 28.97it/s, datasets_total=11.4, priors_total=-1.02, total=10.3]
Epoch 83:   8%|▊         | 415/5000 [00:14<02:38, 28.97it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 84:   8%|▊         | 415/5000 [00:14<02:38, 28.97it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 84:   8%|▊         | 418/5000 [00:14<02:40, 28.51it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 84:   8%|▊         | 420/5000 [00:14<02:40, 28.51it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 85:   8%|▊         | 420/5000 [00:14<02:40, 28.51it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 85:   8%|▊         | 421/5000 [00:14<02:42, 28.20it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 85:   8%|▊         | 425/5000 [00:14<02:35, 29.37it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 85:   8%|▊         | 425/5000 [00:14<02:35, 29.37it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 86:   8%|▊         | 425/5000 [00:14<02:35, 29.37it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 86:   9%|▊         | 428/5000 [00:14<02:38, 28.81it/s, datasets_total=11.4, priors_total=-0.976, total=10.4]
Epoch 86:   9%|▊         | 430/5000 [00:14<02:38, 28.81it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 87:   9%|▊         | 430/5000 [00:14<02:38, 28.81it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 87:   9%|▊         | 431/5000 [00:14<02:40, 28.45it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 87:   9%|▊         | 435/5000 [00:15<02:35, 29.42it/s, datasets_total=11.4, priors_total=-1.1, total=10.3]
Epoch 87:   9%|▊         | 435/5000 [00:15<02:35, 29.42it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 88:   9%|▊         | 435/5000 [00:15<02:35, 29.42it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 88:   9%|▉         | 438/5000 [00:15<02:39, 28.67it/s, datasets_total=11.4, priors_total=-1.13, total=10.2]
Epoch 88:   9%|▉         | 440/5000 [00:15<02:39, 28.67it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 89:   9%|▉         | 440/5000 [00:15<02:39, 28.67it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 89:   9%|▉         | 441/5000 [00:15<02:41, 28.17it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 89:   9%|▉         | 445/5000 [00:15<02:36, 29.08it/s, datasets_total=11.4, priors_total=-1.16, total=10.2]
Epoch 89:   9%|▉         | 445/5000 [00:15<02:36, 29.08it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 90:   9%|▉         | 445/5000 [00:15<02:36, 29.08it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 90:   9%|▉         | 448/5000 [00:15<02:39, 28.52it/s, datasets_total=11.4, priors_total=-1.08, total=10.3]
Epoch 90:   9%|▉         | 450/5000 [00:15<02:39, 28.52it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 91:   9%|▉         | 450/5000 [00:15<02:39, 28.52it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 91:   9%|▉         | 451/5000 [00:15<02:42, 27.96it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 91:   9%|▉         | 455/5000 [00:15<02:37, 28.90it/s, datasets_total=11.4, priors_total=-1.19, total=10.2]
Epoch 91:   9%|▉         | 455/5000 [00:15<02:37, 28.90it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 92:   9%|▉         | 455/5000 [00:15<02:37, 28.90it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 92:   9%|▉         | 458/5000 [00:15<02:40, 28.34it/s, datasets_total=11.4, priors_total=-1.18, total=10.2]
Epoch 92:   9%|▉         | 460/5000 [00:15<02:40, 28.34it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 93:   9%|▉         | 460/5000 [00:15<02:40, 28.34it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 93:   9%|▉         | 461/5000 [00:16<02:43, 27.76it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 93:   9%|▉         | 465/5000 [00:16<02:38, 28.68it/s, datasets_total=11.4, priors_total=-1.12, total=10.2]
Epoch 93:   9%|▉         | 465/5000 [00:16<02:38, 28.68it/s, datasets_total=11.4, priors_total=-0.965, total=10.4]
Epoch 94:   9%|▉         | 465/5000 [00:16<02:38, 28.68it/s, datasets_total=11.4, priors_total=-0.965, total=10.4]
Epoch 94:   9%|▉         | 468/5000 [00:16<02:41, 28.14it/s, datasets_total=11.4, priors_total=-0.965, total=10.4]
Epoch 94:   9%|▉         | 470/5000 [00:16<02:40, 28.14it/s, datasets_total=11.4, priors_total=-1.23, total=10.1]
Epoch 95:   9%|▉         | 470/5000 [00:16<02:40, 28.14it/s, datasets_total=11.4, priors_total=-1.23, total=10.1]
Epoch 95:   9%|▉         | 471/5000 [00:16<02:42, 27.81it/s, datasets_total=11.4, priors_total=-1.23, total=10.1]
Epoch 95:  10%|▉         | 475/5000 [00:16<02:36, 28.98it/s, datasets_total=11.4, priors_total=-1.23, total=10.1]
Epoch 95:  10%|▉         | 475/5000 [00:16<02:36, 28.98it/s, datasets_total=11.4, priors_total=-1.11, total=10.2]
Epoch 96:  10%|▉         | 475/5000 [00:16<02:36, 28.98it/s, datasets_total=11.4, priors_total=-1.11, total=10.2]
Epoch 96:  10%|▉         | 478/5000 [00:16<02:38, 28.48it/s, datasets_total=11.4, priors_total=-1.11, total=10.2]
Epoch 96:  10%|▉         | 480/5000 [00:16<02:38, 28.48it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 97:  10%|▉         | 480/5000 [00:16<02:38, 28.48it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 97:  10%|▉         | 481/5000 [00:16<02:41, 28.05it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 97:  10%|▉         | 485/5000 [00:16<02:35, 28.97it/s, datasets_total=11.4, priors_total=-1.06, total=10.3]
Epoch 97:  10%|▉         | 485/5000 [00:16<02:35, 28.97it/s, datasets_total=11.3, priors_total=-0.991, total=10.4]
Epoch 98:  10%|▉         | 485/5000 [00:16<02:35, 28.97it/s, datasets_total=11.3, priors_total=-0.991, total=10.4]
Epoch 98:  10%|▉         | 488/5000 [00:16<02:39, 28.33it/s, datasets_total=11.3, priors_total=-0.991, total=10.4]
Epoch 98:  10%|▉         | 490/5000 [00:17<02:39, 28.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 99:  10%|▉         | 490/5000 [00:17<02:39, 28.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 99:  10%|▉         | 491/5000 [00:17<02:40, 28.09it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 99:  10%|▉         | 495/5000 [00:17<02:33, 29.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 99:  10%|▉         | 495/5000 [00:17<02:33, 29.33it/s, datasets_total=11.3, priors_total=-0.968, total=10.4]
Epoch 100:  10%|▉         | 495/5000 [00:17<02:33, 29.33it/s, datasets_total=11.3, priors_total=-0.968, total=10.4]
Epoch 100:  10%|▉         | 498/5000 [00:17<02:35, 28.91it/s, datasets_total=11.3, priors_total=-0.968, total=10.4]
Epoch 100:  10%|█         | 500/5000 [00:17<02:35, 28.91it/s, datasets_total=11.3, priors_total=-0.975, total=10.4]
Epoch 101:  10%|█         | 500/5000 [00:17<02:35, 28.91it/s, datasets_total=11.3, priors_total=-0.975, total=10.4]
Epoch 101:  10%|█         | 501/5000 [00:17<02:39, 28.29it/s, datasets_total=11.3, priors_total=-0.975, total=10.4]
Epoch 101:  10%|█         | 505/5000 [00:17<02:33, 29.31it/s, datasets_total=11.3, priors_total=-0.975, total=10.4]
Epoch 101:  10%|█         | 505/5000 [00:17<02:33, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 102:  10%|█         | 505/5000 [00:17<02:33, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 102:  10%|█         | 508/5000 [00:17<02:36, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 102:  10%|█         | 510/5000 [00:17<02:36, 28.78it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 103:  10%|█         | 510/5000 [00:17<02:36, 28.78it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 103:  10%|█         | 511/5000 [00:17<02:38, 28.34it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 103:  10%|█         | 515/5000 [00:17<02:33, 29.23it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 103:  10%|█         | 515/5000 [00:17<02:33, 29.23it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 104:  10%|█         | 515/5000 [00:17<02:33, 29.23it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 104:  10%|█         | 518/5000 [00:18<02:36, 28.59it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 104:  10%|█         | 520/5000 [00:18<02:36, 28.59it/s, datasets_total=11.3, priors_total=-0.984, total=10.4]
Epoch 105:  10%|█         | 520/5000 [00:18<02:36, 28.59it/s, datasets_total=11.3, priors_total=-0.984, total=10.4]
Epoch 105:  10%|█         | 521/5000 [00:18<02:39, 28.16it/s, datasets_total=11.3, priors_total=-0.984, total=10.4]
Epoch 105:  10%|█         | 525/5000 [00:18<02:33, 29.17it/s, datasets_total=11.3, priors_total=-0.984, total=10.4]
Epoch 105:  10%|█         | 525/5000 [00:18<02:33, 29.17it/s, datasets_total=11.3, priors_total=-0.944, total=10.4]
Epoch 106:  10%|█         | 525/5000 [00:18<02:33, 29.17it/s, datasets_total=11.3, priors_total=-0.944, total=10.4]
Epoch 106:  11%|█         | 528/5000 [00:18<02:36, 28.66it/s, datasets_total=11.3, priors_total=-0.944, total=10.4]
Epoch 106:  11%|█         | 530/5000 [00:18<02:35, 28.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 107:  11%|█         | 530/5000 [00:18<02:35, 28.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 107:  11%|█         | 531/5000 [00:18<02:37, 28.39it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 107:  11%|█         | 535/5000 [00:18<02:32, 29.28it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 107:  11%|█         | 535/5000 [00:18<02:32, 29.28it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 108:  11%|█         | 535/5000 [00:18<02:32, 29.28it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 108:  11%|█         | 538/5000 [00:18<02:35, 28.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 108:  11%|█         | 540/5000 [00:18<02:35, 28.77it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 109:  11%|█         | 540/5000 [00:18<02:35, 28.77it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 109:  11%|█         | 541/5000 [00:18<02:36, 28.45it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 109:  11%|█         | 545/5000 [00:18<02:30, 29.62it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 109:  11%|█         | 545/5000 [00:18<02:30, 29.62it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 110:  11%|█         | 545/5000 [00:18<02:30, 29.62it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 110:  11%|█         | 548/5000 [00:19<02:32, 29.12it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 110:  11%|█         | 550/5000 [00:19<02:32, 29.12it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 111:  11%|█         | 550/5000 [00:19<02:32, 29.12it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 111:  11%|█         | 551/5000 [00:19<02:34, 28.75it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 111:  11%|█         | 555/5000 [00:19<02:30, 29.54it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 111:  11%|█         | 555/5000 [00:19<02:30, 29.54it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 112:  11%|█         | 555/5000 [00:19<02:30, 29.54it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 112:  11%|█         | 558/5000 [00:19<02:33, 28.85it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 112:  11%|█         | 560/5000 [00:19<02:33, 28.85it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 113:  11%|█         | 560/5000 [00:19<02:33, 28.85it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 113:  11%|█         | 561/5000 [00:19<02:36, 28.33it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 113:  11%|█▏        | 565/5000 [00:19<02:32, 29.17it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 113:  11%|█▏        | 565/5000 [00:19<02:32, 29.17it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 114:  11%|█▏        | 565/5000 [00:19<02:32, 29.17it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 114:  11%|█▏        | 568/5000 [00:19<02:36, 28.32it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 114:  11%|█▏        | 570/5000 [00:19<02:36, 28.32it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 115:  11%|█▏        | 570/5000 [00:19<02:36, 28.32it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 115:  11%|█▏        | 571/5000 [00:19<02:39, 27.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 115:  12%|█▏        | 575/5000 [00:19<02:34, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 115:  12%|█▏        | 575/5000 [00:20<02:34, 28.60it/s, datasets_total=11.3, priors_total=-1.19, total=10.2]
Epoch 116:  12%|█▏        | 575/5000 [00:20<02:34, 28.60it/s, datasets_total=11.3, priors_total=-1.19, total=10.2]
Epoch 116:  12%|█▏        | 578/5000 [00:20<02:37, 27.99it/s, datasets_total=11.3, priors_total=-1.19, total=10.2]
Epoch 116:  12%|█▏        | 580/5000 [00:20<02:37, 27.99it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 117:  12%|█▏        | 580/5000 [00:20<02:37, 27.99it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 117:  12%|█▏        | 581/5000 [00:20<02:40, 27.47it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 117:  12%|█▏        | 585/5000 [00:20<02:35, 28.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 117:  12%|█▏        | 585/5000 [00:20<02:35, 28.37it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 118:  12%|█▏        | 585/5000 [00:20<02:35, 28.37it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 118:  12%|█▏        | 588/5000 [00:20<02:38, 27.87it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 118:  12%|█▏        | 590/5000 [00:20<02:38, 27.87it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 119:  12%|█▏        | 590/5000 [00:20<02:38, 27.87it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 119:  12%|█▏        | 591/5000 [00:20<02:40, 27.50it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 119:  12%|█▏        | 595/5000 [00:20<02:33, 28.71it/s, datasets_total=11.3, priors_total=-1.09, total=10.3]
Epoch 119:  12%|█▏        | 595/5000 [00:20<02:33, 28.71it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 120:  12%|█▏        | 595/5000 [00:20<02:33, 28.71it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 120:  12%|█▏        | 598/5000 [00:20<02:34, 28.43it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 120:  12%|█▏        | 600/5000 [00:20<02:34, 28.43it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 121:  12%|█▏        | 600/5000 [00:20<02:34, 28.43it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 121:  12%|█▏        | 601/5000 [00:20<02:35, 28.21it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 121:  12%|█▏        | 605/5000 [00:21<02:29, 29.40it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 121:  12%|█▏        | 605/5000 [00:21<02:29, 29.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 122:  12%|█▏        | 605/5000 [00:21<02:29, 29.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 122:  12%|█▏        | 608/5000 [00:21<02:31, 28.91it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 122:  12%|█▏        | 610/5000 [00:21<02:31, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 123:  12%|█▏        | 610/5000 [00:21<02:31, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 123:  12%|█▏        | 611/5000 [00:21<02:34, 28.44it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 123:  12%|█▏        | 615/5000 [00:21<02:28, 29.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 123:  12%|█▏        | 615/5000 [00:21<02:28, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 124:  12%|█▏        | 615/5000 [00:21<02:28, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 124:  12%|█▏        | 618/5000 [00:21<02:30, 29.04it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 124:  12%|█▏        | 620/5000 [00:21<02:30, 29.04it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 125:  12%|█▏        | 620/5000 [00:21<02:30, 29.04it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 125:  12%|█▏        | 621/5000 [00:21<02:32, 28.70it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 125:  12%|█▎        | 625/5000 [00:21<02:29, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 125:  12%|█▎        | 625/5000 [00:21<02:29, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 126:  12%|█▎        | 625/5000 [00:21<02:29, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 126:  13%|█▎        | 628/5000 [00:21<02:34, 28.26it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 126:  13%|█▎        | 630/5000 [00:21<02:34, 28.26it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 127:  13%|█▎        | 630/5000 [00:21<02:34, 28.26it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 127:  13%|█▎        | 631/5000 [00:21<02:37, 27.82it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 127:  13%|█▎        | 635/5000 [00:22<02:31, 28.86it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 127:  13%|█▎        | 635/5000 [00:22<02:31, 28.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 128:  13%|█▎        | 635/5000 [00:22<02:31, 28.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 128:  13%|█▎        | 638/5000 [00:22<02:33, 28.37it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 128:  13%|█▎        | 640/5000 [00:22<02:33, 28.37it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 129:  13%|█▎        | 640/5000 [00:22<02:33, 28.37it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 129:  13%|█▎        | 641/5000 [00:22<02:35, 28.00it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 129:  13%|█▎        | 645/5000 [00:22<02:29, 29.21it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 129:  13%|█▎        | 645/5000 [00:22<02:29, 29.21it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 130:  13%|█▎        | 645/5000 [00:22<02:29, 29.21it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 130:  13%|█▎        | 648/5000 [00:22<02:31, 28.68it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 130:  13%|█▎        | 650/5000 [00:22<02:31, 28.68it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 131:  13%|█▎        | 650/5000 [00:22<02:31, 28.68it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 131:  13%|█▎        | 651/5000 [00:22<02:33, 28.35it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 131:  13%|█▎        | 655/5000 [00:22<02:27, 29.51it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 131:  13%|█▎        | 655/5000 [00:22<02:27, 29.51it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 132:  13%|█▎        | 655/5000 [00:22<02:27, 29.51it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 132:  13%|█▎        | 658/5000 [00:22<02:30, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 132:  13%|█▎        | 660/5000 [00:22<02:30, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 133:  13%|█▎        | 660/5000 [00:22<02:30, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 133:  13%|█▎        | 661/5000 [00:22<02:32, 28.42it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 133:  13%|█▎        | 665/5000 [00:23<02:26, 29.56it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 133:  13%|█▎        | 665/5000 [00:23<02:26, 29.56it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 134:  13%|█▎        | 665/5000 [00:23<02:26, 29.56it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 134:  13%|█▎        | 668/5000 [00:23<02:30, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 134:  13%|█▎        | 670/5000 [00:23<02:30, 28.85it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 135:  13%|█▎        | 670/5000 [00:23<02:30, 28.85it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 135:  13%|█▎        | 671/5000 [00:23<02:32, 28.42it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 135:  14%|█▎        | 675/5000 [00:23<02:27, 29.34it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 135:  14%|█▎        | 675/5000 [00:23<02:27, 29.34it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 136:  14%|█▎        | 675/5000 [00:23<02:27, 29.34it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 136:  14%|█▎        | 678/5000 [00:23<02:30, 28.75it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 136:  14%|█▎        | 680/5000 [00:23<02:30, 28.75it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 137:  14%|█▎        | 680/5000 [00:23<02:30, 28.75it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 137:  14%|█▎        | 681/5000 [00:23<02:34, 27.97it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 137:  14%|█▎        | 684/5000 [00:23<02:31, 28.50it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 137:  14%|█▎        | 685/5000 [00:23<02:31, 28.50it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 138:  14%|█▎        | 685/5000 [00:23<02:31, 28.50it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 138:  14%|█▎        | 687/5000 [00:23<02:34, 27.91it/s, datasets_total=11.3, priors_total=-1.18, total=10.2]
Epoch 138:  14%|█▍        | 690/5000 [00:24<02:34, 27.91it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 139:  14%|█▍        | 690/5000 [00:24<02:34, 27.91it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 139:  14%|█▍        | 691/5000 [00:24<02:34, 27.93it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 139:  14%|█▍        | 695/5000 [00:24<02:28, 28.96it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 139:  14%|█▍        | 695/5000 [00:24<02:28, 28.96it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 140:  14%|█▍        | 695/5000 [00:24<02:28, 28.96it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 140:  14%|█▍        | 698/5000 [00:24<02:32, 28.30it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 140:  14%|█▍        | 700/5000 [00:24<02:31, 28.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 141:  14%|█▍        | 700/5000 [00:24<02:31, 28.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 141:  14%|█▍        | 701/5000 [00:24<02:33, 28.09it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 141:  14%|█▍        | 705/5000 [00:24<02:26, 29.22it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 141:  14%|█▍        | 705/5000 [00:24<02:26, 29.22it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 142:  14%|█▍        | 705/5000 [00:24<02:26, 29.22it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 142:  14%|█▍        | 708/5000 [00:24<02:28, 28.83it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 142:  14%|█▍        | 710/5000 [00:24<02:28, 28.83it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 143:  14%|█▍        | 710/5000 [00:24<02:28, 28.83it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 143:  14%|█▍        | 711/5000 [00:24<02:30, 28.49it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 143:  14%|█▍        | 715/5000 [00:24<02:24, 29.60it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 143:  14%|█▍        | 715/5000 [00:24<02:24, 29.60it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 144:  14%|█▍        | 715/5000 [00:24<02:24, 29.60it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 144:  14%|█▍        | 718/5000 [00:24<02:27, 29.02it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 144:  14%|█▍        | 720/5000 [00:25<02:27, 29.02it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 145:  14%|█▍        | 720/5000 [00:25<02:27, 29.02it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 145:  14%|█▍        | 721/5000 [00:25<02:28, 28.73it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 145:  14%|█▍        | 725/5000 [00:25<02:23, 29.71it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 145:  14%|█▍        | 725/5000 [00:25<02:23, 29.71it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 146:  14%|█▍        | 725/5000 [00:25<02:23, 29.71it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 146:  15%|█▍        | 728/5000 [00:25<02:27, 29.05it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 146:  15%|█▍        | 730/5000 [00:25<02:26, 29.05it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 147:  15%|█▍        | 730/5000 [00:25<02:26, 29.05it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 147:  15%|█▍        | 731/5000 [00:25<02:29, 28.55it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 147:  15%|█▍        | 735/5000 [00:25<02:23, 29.66it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 147:  15%|█▍        | 735/5000 [00:25<02:23, 29.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 148:  15%|█▍        | 735/5000 [00:25<02:23, 29.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 148:  15%|█▍        | 738/5000 [00:25<02:27, 28.82it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 148:  15%|█▍        | 740/5000 [00:25<02:27, 28.82it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 149:  15%|█▍        | 740/5000 [00:25<02:27, 28.82it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 149:  15%|█▍        | 741/5000 [00:25<02:30, 28.35it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 149:  15%|█▍        | 745/5000 [00:25<02:24, 29.38it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 149:  15%|█▍        | 745/5000 [00:25<02:24, 29.38it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 150:  15%|█▍        | 745/5000 [00:25<02:24, 29.38it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 150:  15%|█▍        | 748/5000 [00:26<02:27, 28.79it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 150:  15%|█▌        | 750/5000 [00:26<02:27, 28.79it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 151:  15%|█▌        | 750/5000 [00:26<02:27, 28.79it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 151:  15%|█▌        | 751/5000 [00:26<02:30, 28.28it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 151:  15%|█▌        | 755/5000 [00:26<02:25, 29.17it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 151:  15%|█▌        | 755/5000 [00:26<02:25, 29.17it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 152:  15%|█▌        | 755/5000 [00:26<02:25, 29.17it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 152:  15%|█▌        | 758/5000 [00:26<02:28, 28.63it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 152:  15%|█▌        | 760/5000 [00:26<02:28, 28.63it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 153:  15%|█▌        | 760/5000 [00:26<02:28, 28.63it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 153:  15%|█▌        | 761/5000 [00:26<02:29, 28.32it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 153:  15%|█▌        | 764/5000 [00:26<02:27, 28.73it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 153:  15%|█▌        | 765/5000 [00:26<02:27, 28.73it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 154:  15%|█▌        | 765/5000 [00:26<02:27, 28.73it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 154:  15%|█▌        | 767/5000 [00:26<02:29, 28.26it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 154:  15%|█▌        | 770/5000 [00:26<02:29, 28.26it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 155:  15%|█▌        | 770/5000 [00:26<02:29, 28.26it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 155:  15%|█▌        | 771/5000 [00:26<02:29, 28.35it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 155:  16%|█▌        | 775/5000 [00:26<02:24, 29.21it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 155:  16%|█▌        | 775/5000 [00:26<02:24, 29.21it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 156:  16%|█▌        | 775/5000 [00:26<02:24, 29.21it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 156:  16%|█▌        | 778/5000 [00:27<02:26, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 156:  16%|█▌        | 780/5000 [00:27<02:26, 28.78it/s, datasets_total=11.3, priors_total=-0.984, total=10.3]
Epoch 157:  16%|█▌        | 780/5000 [00:27<02:26, 28.78it/s, datasets_total=11.3, priors_total=-0.984, total=10.3]
Epoch 157:  16%|█▌        | 781/5000 [00:27<02:27, 28.56it/s, datasets_total=11.3, priors_total=-0.984, total=10.3]
Epoch 157:  16%|█▌        | 785/5000 [00:27<02:22, 29.54it/s, datasets_total=11.3, priors_total=-0.984, total=10.3]
Epoch 157:  16%|█▌        | 785/5000 [00:27<02:22, 29.54it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 158:  16%|█▌        | 785/5000 [00:27<02:22, 29.54it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 158:  16%|█▌        | 788/5000 [00:27<02:25, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 158:  16%|█▌        | 790/5000 [00:27<02:25, 28.93it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 159:  16%|█▌        | 790/5000 [00:27<02:25, 28.93it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 159:  16%|█▌        | 791/5000 [00:27<02:27, 28.48it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 159:  16%|█▌        | 795/5000 [00:27<02:22, 29.43it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 159:  16%|█▌        | 795/5000 [00:27<02:22, 29.43it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 160:  16%|█▌        | 795/5000 [00:27<02:22, 29.43it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 160:  16%|█▌        | 798/5000 [00:27<02:25, 28.84it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 160:  16%|█▌        | 800/5000 [00:27<02:25, 28.84it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 161:  16%|█▌        | 800/5000 [00:27<02:25, 28.84it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 161:  16%|█▌        | 801/5000 [00:27<02:27, 28.51it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 161:  16%|█▌        | 805/5000 [00:27<02:22, 29.44it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 161:  16%|█▌        | 805/5000 [00:28<02:22, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 162:  16%|█▌        | 805/5000 [00:28<02:22, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 162:  16%|█▌        | 808/5000 [00:28<02:25, 28.89it/s, datasets_total=11.3, priors_total=-1.08, total=10.3]
Epoch 162:  16%|█▌        | 810/5000 [00:28<02:25, 28.89it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 163:  16%|█▌        | 810/5000 [00:28<02:25, 28.89it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 163:  16%|█▌        | 811/5000 [00:28<02:27, 28.36it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 163:  16%|█▋        | 815/5000 [00:28<02:22, 29.33it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 163:  16%|█▋        | 815/5000 [00:28<02:22, 29.33it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 164:  16%|█▋        | 815/5000 [00:28<02:22, 29.33it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 164:  16%|█▋        | 818/5000 [00:28<02:25, 28.81it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 164:  16%|█▋        | 820/5000 [00:28<02:25, 28.81it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 165:  16%|█▋        | 820/5000 [00:28<02:25, 28.81it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 165:  16%|█▋        | 821/5000 [00:28<02:27, 28.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 165:  16%|█▋        | 825/5000 [00:28<02:21, 29.51it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 165:  16%|█▋        | 825/5000 [00:28<02:21, 29.51it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 166:  16%|█▋        | 825/5000 [00:28<02:21, 29.51it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 166:  17%|█▋        | 828/5000 [00:28<02:23, 29.05it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 166:  17%|█▋        | 830/5000 [00:28<02:23, 29.05it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 167:  17%|█▋        | 830/5000 [00:28<02:23, 29.05it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 167:  17%|█▋        | 831/5000 [00:28<02:25, 28.71it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 167:  17%|█▋        | 835/5000 [00:29<02:19, 29.84it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 167:  17%|█▋        | 835/5000 [00:29<02:19, 29.84it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 168:  17%|█▋        | 835/5000 [00:29<02:19, 29.84it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 168:  17%|█▋        | 838/5000 [00:29<02:22, 29.21it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 168:  17%|█▋        | 840/5000 [00:29<02:22, 29.21it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 169:  17%|█▋        | 840/5000 [00:29<02:22, 29.21it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 169:  17%|█▋        | 841/5000 [00:29<02:25, 28.54it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 169:  17%|█▋        | 845/5000 [00:29<02:20, 29.64it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 169:  17%|█▋        | 845/5000 [00:29<02:20, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 170:  17%|█▋        | 845/5000 [00:29<02:20, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 170:  17%|█▋        | 848/5000 [00:29<02:23, 29.01it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 170:  17%|█▋        | 850/5000 [00:29<02:23, 29.01it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 171:  17%|█▋        | 850/5000 [00:29<02:23, 29.01it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 171:  17%|█▋        | 851/5000 [00:29<02:24, 28.67it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 171:  17%|█▋        | 855/5000 [00:29<02:19, 29.68it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 171:  17%|█▋        | 855/5000 [00:29<02:19, 29.68it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 172:  17%|█▋        | 855/5000 [00:29<02:19, 29.68it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 172:  17%|█▋        | 858/5000 [00:29<02:22, 29.05it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 172:  17%|█▋        | 860/5000 [00:29<02:22, 29.05it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 173:  17%|█▋        | 860/5000 [00:29<02:22, 29.05it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 173:  17%|█▋        | 861/5000 [00:29<02:24, 28.65it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 173:  17%|█▋        | 865/5000 [00:30<02:20, 29.53it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 173:  17%|█▋        | 865/5000 [00:30<02:20, 29.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 174:  17%|█▋        | 865/5000 [00:30<02:20, 29.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 174:  17%|█▋        | 868/5000 [00:30<02:23, 28.74it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 174:  17%|█▋        | 870/5000 [00:30<02:23, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 175:  17%|█▋        | 870/5000 [00:30<02:23, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 175:  17%|█▋        | 871/5000 [00:30<02:26, 28.22it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 175:  18%|█▊        | 875/5000 [00:30<02:20, 29.30it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 175:  18%|█▊        | 875/5000 [00:30<02:20, 29.30it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 176:  18%|█▊        | 875/5000 [00:30<02:20, 29.30it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 176:  18%|█▊        | 878/5000 [00:30<02:22, 28.86it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 176:  18%|█▊        | 880/5000 [00:30<02:22, 28.86it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 177:  18%|█▊        | 880/5000 [00:30<02:22, 28.86it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 177:  18%|█▊        | 881/5000 [00:30<02:24, 28.44it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 177:  18%|█▊        | 885/5000 [00:30<02:19, 29.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 177:  18%|█▊        | 885/5000 [00:30<02:19, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 178:  18%|█▊        | 885/5000 [00:30<02:19, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 178:  18%|█▊        | 888/5000 [00:30<02:21, 29.08it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 178:  18%|█▊        | 890/5000 [00:30<02:21, 29.08it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 179:  18%|█▊        | 890/5000 [00:30<02:21, 29.08it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 179:  18%|█▊        | 891/5000 [00:30<02:23, 28.69it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 179:  18%|█▊        | 895/5000 [00:31<02:17, 29.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 179:  18%|█▊        | 895/5000 [00:31<02:17, 29.83it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 180:  18%|█▊        | 895/5000 [00:31<02:17, 29.83it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 180:  18%|█▊        | 898/5000 [00:31<02:20, 29.19it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 180:  18%|█▊        | 900/5000 [00:31<02:20, 29.19it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 181:  18%|█▊        | 900/5000 [00:31<02:20, 29.19it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 181:  18%|█▊        | 901/5000 [00:31<02:22, 28.71it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 181:  18%|█▊        | 905/5000 [00:31<02:18, 29.67it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 181:  18%|█▊        | 905/5000 [00:31<02:18, 29.67it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 182:  18%|█▊        | 905/5000 [00:31<02:18, 29.67it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 182:  18%|█▊        | 908/5000 [00:31<02:20, 29.10it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 182:  18%|█▊        | 910/5000 [00:31<02:20, 29.10it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 183:  18%|█▊        | 910/5000 [00:31<02:20, 29.10it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 183:  18%|█▊        | 911/5000 [00:31<02:22, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 183:  18%|█▊        | 915/5000 [00:31<02:18, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 183:  18%|█▊        | 915/5000 [00:31<02:18, 29.58it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 184:  18%|█▊        | 915/5000 [00:31<02:18, 29.58it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 184:  18%|█▊        | 918/5000 [00:31<02:22, 28.69it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 184:  18%|█▊        | 920/5000 [00:31<02:22, 28.69it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 185:  18%|█▊        | 920/5000 [00:31<02:22, 28.69it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 185:  18%|█▊        | 921/5000 [00:32<02:25, 28.10it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 185:  18%|█▊        | 925/5000 [00:32<02:21, 28.79it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 185:  18%|█▊        | 925/5000 [00:32<02:21, 28.79it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 186:  18%|█▊        | 925/5000 [00:32<02:21, 28.79it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 186:  19%|█▊        | 928/5000 [00:32<02:25, 28.06it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 186:  19%|█▊        | 930/5000 [00:32<02:25, 28.06it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 187:  19%|█▊        | 930/5000 [00:32<02:25, 28.06it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 187:  19%|█▊        | 931/5000 [00:32<02:27, 27.64it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 187:  19%|█▊        | 935/5000 [00:32<02:20, 28.86it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 187:  19%|█▊        | 935/5000 [00:32<02:20, 28.86it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 188:  19%|█▊        | 935/5000 [00:32<02:20, 28.86it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 188:  19%|█▉        | 938/5000 [00:32<02:23, 28.38it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 188:  19%|█▉        | 940/5000 [00:32<02:23, 28.38it/s, datasets_total=11.3, priors_total=-1.07, total=10.3]
Epoch 189:  19%|█▉        | 940/5000 [00:32<02:23, 28.38it/s, datasets_total=11.3, priors_total=-1.07, total=10.3]
Epoch 189:  19%|█▉        | 941/5000 [00:32<02:24, 28.19it/s, datasets_total=11.3, priors_total=-1.07, total=10.3]
Epoch 189:  19%|█▉        | 945/5000 [00:32<02:17, 29.46it/s, datasets_total=11.3, priors_total=-1.07, total=10.3]
Epoch 189:  19%|█▉        | 945/5000 [00:32<02:17, 29.46it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 190:  19%|█▉        | 945/5000 [00:32<02:17, 29.46it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 190:  19%|█▉        | 948/5000 [00:32<02:19, 28.96it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 190:  19%|█▉        | 950/5000 [00:33<02:19, 28.96it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 191:  19%|█▉        | 950/5000 [00:33<02:19, 28.96it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 191:  19%|█▉        | 951/5000 [00:33<02:21, 28.67it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 191:  19%|█▉        | 955/5000 [00:33<02:15, 29.83it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 191:  19%|█▉        | 955/5000 [00:33<02:15, 29.83it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 192:  19%|█▉        | 955/5000 [00:33<02:15, 29.83it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 192:  19%|█▉        | 958/5000 [00:33<02:18, 29.13it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 192:  19%|█▉        | 960/5000 [00:33<02:18, 29.13it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 193:  19%|█▉        | 960/5000 [00:33<02:18, 29.13it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 193:  19%|█▉        | 961/5000 [00:33<02:20, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 193:  19%|█▉        | 965/5000 [00:33<02:16, 29.64it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 193:  19%|█▉        | 965/5000 [00:33<02:16, 29.64it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 194:  19%|█▉        | 965/5000 [00:33<02:16, 29.64it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 194:  19%|█▉        | 968/5000 [00:33<02:18, 29.10it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 194:  19%|█▉        | 970/5000 [00:33<02:18, 29.10it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 195:  19%|█▉        | 970/5000 [00:33<02:18, 29.10it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 195:  19%|█▉        | 971/5000 [00:33<02:20, 28.67it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 195:  20%|█▉        | 975/5000 [00:33<02:15, 29.70it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 195:  20%|█▉        | 975/5000 [00:33<02:15, 29.70it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 196:  20%|█▉        | 975/5000 [00:33<02:15, 29.70it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 196:  20%|█▉        | 978/5000 [00:33<02:19, 28.80it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 196:  20%|█▉        | 980/5000 [00:34<02:19, 28.80it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 197:  20%|█▉        | 980/5000 [00:34<02:19, 28.80it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 197:  20%|█▉        | 981/5000 [00:34<02:22, 28.17it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 197:  20%|█▉        | 985/5000 [00:34<02:18, 29.00it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 197:  20%|█▉        | 985/5000 [00:34<02:18, 29.00it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 198:  20%|█▉        | 985/5000 [00:34<02:18, 29.00it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 198:  20%|█▉        | 988/5000 [00:34<02:22, 28.22it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 198:  20%|█▉        | 990/5000 [00:34<02:22, 28.22it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 199:  20%|█▉        | 990/5000 [00:34<02:22, 28.22it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 199:  20%|█▉        | 991/5000 [00:34<02:23, 27.97it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 199:  20%|█▉        | 995/5000 [00:34<02:17, 29.11it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 199:  20%|█▉        | 995/5000 [00:34<02:17, 29.11it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 200:  20%|█▉        | 995/5000 [00:34<02:17, 29.11it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 200:  20%|█▉        | 998/5000 [00:34<02:19, 28.77it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 200:  20%|██        | 1000/5000 [00:34<02:19, 28.77it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 201:  20%|██        | 1000/5000 [00:34<02:19, 28.77it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 201:  20%|██        | 1001/5000 [00:34<02:20, 28.49it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 201:  20%|██        | 1005/5000 [00:34<02:15, 29.50it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 201:  20%|██        | 1005/5000 [00:34<02:15, 29.50it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 202:  20%|██        | 1005/5000 [00:34<02:15, 29.50it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 202:  20%|██        | 1008/5000 [00:35<02:17, 29.02it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 202:  20%|██        | 1010/5000 [00:35<02:17, 29.02it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 203:  20%|██        | 1010/5000 [00:35<02:17, 29.02it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 203:  20%|██        | 1011/5000 [00:35<02:19, 28.68it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 203:  20%|██        | 1015/5000 [00:35<02:14, 29.57it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 203:  20%|██        | 1015/5000 [00:35<02:14, 29.57it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 204:  20%|██        | 1015/5000 [00:35<02:14, 29.57it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 204:  20%|██        | 1018/5000 [00:35<02:17, 28.92it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 204:  20%|██        | 1020/5000 [00:35<02:17, 28.92it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 205:  20%|██        | 1020/5000 [00:35<02:17, 28.92it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 205:  20%|██        | 1021/5000 [00:35<02:19, 28.43it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 205:  20%|██        | 1025/5000 [00:35<02:14, 29.51it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 205:  20%|██        | 1025/5000 [00:35<02:14, 29.51it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 206:  20%|██        | 1025/5000 [00:35<02:14, 29.51it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 206:  21%|██        | 1028/5000 [00:35<02:17, 28.83it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 206:  21%|██        | 1030/5000 [00:35<02:17, 28.83it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 207:  21%|██        | 1030/5000 [00:35<02:17, 28.83it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 207:  21%|██        | 1031/5000 [00:35<02:20, 28.20it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 207:  21%|██        | 1035/5000 [00:35<02:16, 29.08it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 207:  21%|██        | 1035/5000 [00:35<02:16, 29.08it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 208:  21%|██        | 1035/5000 [00:35<02:16, 29.08it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 208:  21%|██        | 1038/5000 [00:36<02:19, 28.49it/s, datasets_total=11.3, priors_total=-1.17, total=10.2]
Epoch 208:  21%|██        | 1040/5000 [00:36<02:19, 28.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 209:  21%|██        | 1040/5000 [00:36<02:19, 28.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 209:  21%|██        | 1041/5000 [00:36<02:21, 27.98it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 209:  21%|██        | 1045/5000 [00:36<02:16, 28.92it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 209:  21%|██        | 1045/5000 [00:36<02:16, 28.92it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 210:  21%|██        | 1045/5000 [00:36<02:16, 28.92it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 210:  21%|██        | 1048/5000 [00:36<02:18, 28.54it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 210:  21%|██        | 1050/5000 [00:36<02:18, 28.54it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 211:  21%|██        | 1050/5000 [00:36<02:18, 28.54it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 211:  21%|██        | 1051/5000 [00:36<02:19, 28.39it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 211:  21%|██        | 1055/5000 [00:36<02:14, 29.40it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 211:  21%|██        | 1055/5000 [00:36<02:14, 29.40it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 212:  21%|██        | 1055/5000 [00:36<02:14, 29.40it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 212:  21%|██        | 1058/5000 [00:36<02:16, 28.88it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 212:  21%|██        | 1060/5000 [00:36<02:16, 28.88it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 213:  21%|██        | 1060/5000 [00:36<02:16, 28.88it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 213:  21%|██        | 1061/5000 [00:36<02:17, 28.56it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 213:  21%|██▏       | 1065/5000 [00:36<02:12, 29.64it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 213:  21%|██▏       | 1065/5000 [00:36<02:12, 29.64it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 214:  21%|██▏       | 1065/5000 [00:36<02:12, 29.64it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 214:  21%|██▏       | 1068/5000 [00:37<02:15, 29.11it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 214:  21%|██▏       | 1070/5000 [00:37<02:15, 29.11it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 215:  21%|██▏       | 1070/5000 [00:37<02:15, 29.11it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 215:  21%|██▏       | 1071/5000 [00:37<02:17, 28.54it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 215:  22%|██▏       | 1075/5000 [00:37<02:12, 29.54it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 215:  22%|██▏       | 1075/5000 [00:37<02:12, 29.54it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 216:  22%|██▏       | 1075/5000 [00:37<02:12, 29.54it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 216:  22%|██▏       | 1078/5000 [00:37<02:15, 28.90it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 216:  22%|██▏       | 1080/5000 [00:37<02:15, 28.90it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 217:  22%|██▏       | 1080/5000 [00:37<02:15, 28.90it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 217:  22%|██▏       | 1081/5000 [00:37<02:18, 28.30it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 217:  22%|██▏       | 1085/5000 [00:37<02:13, 29.31it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 217:  22%|██▏       | 1085/5000 [00:37<02:13, 29.31it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 218:  22%|██▏       | 1085/5000 [00:37<02:13, 29.31it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 218:  22%|██▏       | 1088/5000 [00:37<02:16, 28.66it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 218:  22%|██▏       | 1090/5000 [00:37<02:16, 28.66it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 219:  22%|██▏       | 1090/5000 [00:37<02:16, 28.66it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 219:  22%|██▏       | 1091/5000 [00:37<02:18, 28.32it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 219:  22%|██▏       | 1095/5000 [00:38<02:13, 29.35it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 219:  22%|██▏       | 1095/5000 [00:38<02:13, 29.35it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 220:  22%|██▏       | 1095/5000 [00:38<02:13, 29.35it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 220:  22%|██▏       | 1098/5000 [00:38<02:15, 28.75it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 220:  22%|██▏       | 1100/5000 [00:38<02:15, 28.75it/s, datasets_total=11.3, priors_total=-0.988, total=10.3]
Epoch 221:  22%|██▏       | 1100/5000 [00:38<02:15, 28.75it/s, datasets_total=11.3, priors_total=-0.988, total=10.3]
Epoch 221:  22%|██▏       | 1101/5000 [00:38<02:18, 28.24it/s, datasets_total=11.3, priors_total=-0.988, total=10.3]
Epoch 221:  22%|██▏       | 1105/5000 [00:38<02:13, 29.23it/s, datasets_total=11.3, priors_total=-0.988, total=10.3]
Epoch 221:  22%|██▏       | 1105/5000 [00:38<02:13, 29.23it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 222:  22%|██▏       | 1105/5000 [00:38<02:13, 29.23it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 222:  22%|██▏       | 1108/5000 [00:38<02:15, 28.77it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 222:  22%|██▏       | 1110/5000 [00:38<02:15, 28.77it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 223:  22%|██▏       | 1110/5000 [00:38<02:15, 28.77it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 223:  22%|██▏       | 1111/5000 [00:38<02:17, 28.28it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 223:  22%|██▏       | 1115/5000 [00:38<02:11, 29.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 223:  22%|██▏       | 1115/5000 [00:38<02:11, 29.45it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 224:  22%|██▏       | 1115/5000 [00:38<02:11, 29.45it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 224:  22%|██▏       | 1118/5000 [00:38<02:13, 28.98it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 224:  22%|██▏       | 1120/5000 [00:38<02:13, 28.98it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 225:  22%|██▏       | 1120/5000 [00:38<02:13, 28.98it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 225:  22%|██▏       | 1121/5000 [00:38<02:15, 28.68it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 225:  22%|██▎       | 1125/5000 [00:39<02:10, 29.77it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 225:  22%|██▎       | 1125/5000 [00:39<02:10, 29.77it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 226:  22%|██▎       | 1125/5000 [00:39<02:10, 29.77it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 226:  23%|██▎       | 1128/5000 [00:39<02:12, 29.21it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 226:  23%|██▎       | 1130/5000 [00:39<02:12, 29.21it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 227:  23%|██▎       | 1130/5000 [00:39<02:12, 29.21it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 227:  23%|██▎       | 1131/5000 [00:39<02:15, 28.62it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 227:  23%|██▎       | 1135/5000 [00:39<02:10, 29.60it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 227:  23%|██▎       | 1135/5000 [00:39<02:10, 29.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 228:  23%|██▎       | 1135/5000 [00:39<02:10, 29.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 228:  23%|██▎       | 1138/5000 [00:39<02:13, 28.96it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 228:  23%|██▎       | 1140/5000 [00:39<02:13, 28.96it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 229:  23%|██▎       | 1140/5000 [00:39<02:13, 28.96it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 229:  23%|██▎       | 1141/5000 [00:39<02:14, 28.61it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 229:  23%|██▎       | 1145/5000 [00:39<02:10, 29.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 229:  23%|██▎       | 1145/5000 [00:39<02:10, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 230:  23%|██▎       | 1145/5000 [00:39<02:10, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 230:  23%|██▎       | 1148/5000 [00:39<02:13, 28.86it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 230:  23%|██▎       | 1150/5000 [00:39<02:13, 28.86it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 231:  23%|██▎       | 1150/5000 [00:39<02:13, 28.86it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 231:  23%|██▎       | 1151/5000 [00:39<02:15, 28.45it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 231:  23%|██▎       | 1155/5000 [00:40<02:10, 29.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 231:  23%|██▎       | 1155/5000 [00:40<02:10, 29.41it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 232:  23%|██▎       | 1155/5000 [00:40<02:10, 29.41it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 232:  23%|██▎       | 1158/5000 [00:40<02:14, 28.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 232:  23%|██▎       | 1160/5000 [00:40<02:14, 28.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 233:  23%|██▎       | 1160/5000 [00:40<02:14, 28.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 233:  23%|██▎       | 1161/5000 [00:40<02:18, 27.80it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 233:  23%|██▎       | 1165/5000 [00:40<02:13, 28.82it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 233:  23%|██▎       | 1165/5000 [00:40<02:13, 28.82it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 234:  23%|██▎       | 1165/5000 [00:40<02:13, 28.82it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 234:  23%|██▎       | 1168/5000 [00:40<02:14, 28.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 234:  23%|██▎       | 1170/5000 [00:40<02:14, 28.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 235:  23%|██▎       | 1170/5000 [00:40<02:14, 28.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 235:  23%|██▎       | 1171/5000 [00:40<02:15, 28.19it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 235:  24%|██▎       | 1175/5000 [00:40<02:10, 29.35it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 235:  24%|██▎       | 1175/5000 [00:40<02:10, 29.35it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 236:  24%|██▎       | 1175/5000 [00:40<02:10, 29.35it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 236:  24%|██▎       | 1178/5000 [00:40<02:12, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 236:  24%|██▎       | 1180/5000 [00:40<02:12, 28.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 237:  24%|██▎       | 1180/5000 [00:40<02:12, 28.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 237:  24%|██▎       | 1181/5000 [00:41<02:13, 28.52it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 237:  24%|██▎       | 1185/5000 [00:41<02:08, 29.64it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 237:  24%|██▎       | 1185/5000 [00:41<02:08, 29.64it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 238:  24%|██▎       | 1185/5000 [00:41<02:08, 29.64it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 238:  24%|██▍       | 1188/5000 [00:41<02:11, 28.98it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 238:  24%|██▍       | 1190/5000 [00:41<02:11, 28.98it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 239:  24%|██▍       | 1190/5000 [00:41<02:11, 28.98it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 239:  24%|██▍       | 1191/5000 [00:41<02:14, 28.39it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 239:  24%|██▍       | 1195/5000 [00:41<02:09, 29.37it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 239:  24%|██▍       | 1195/5000 [00:41<02:09, 29.37it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 240:  24%|██▍       | 1195/5000 [00:41<02:09, 29.37it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 240:  24%|██▍       | 1198/5000 [00:41<02:11, 28.86it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 240:  24%|██▍       | 1200/5000 [00:41<02:11, 28.86it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 241:  24%|██▍       | 1200/5000 [00:41<02:11, 28.86it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 241:  24%|██▍       | 1201/5000 [00:41<02:13, 28.45it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 241:  24%|██▍       | 1205/5000 [00:41<02:09, 29.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 241:  24%|██▍       | 1205/5000 [00:41<02:09, 29.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 242:  24%|██▍       | 1205/5000 [00:41<02:09, 29.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 242:  24%|██▍       | 1208/5000 [00:41<02:11, 28.82it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 242:  24%|██▍       | 1210/5000 [00:42<02:11, 28.82it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 243:  24%|██▍       | 1210/5000 [00:42<02:11, 28.82it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 243:  24%|██▍       | 1211/5000 [00:42<02:13, 28.31it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 243:  24%|██▍       | 1215/5000 [00:42<02:09, 29.29it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 243:  24%|██▍       | 1215/5000 [00:42<02:09, 29.29it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 244:  24%|██▍       | 1215/5000 [00:42<02:09, 29.29it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 244:  24%|██▍       | 1218/5000 [00:42<02:15, 27.93it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 244:  24%|██▍       | 1220/5000 [00:42<02:15, 27.93it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 245:  24%|██▍       | 1220/5000 [00:42<02:15, 27.93it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 245:  24%|██▍       | 1221/5000 [00:42<02:16, 27.69it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 245:  24%|██▍       | 1225/5000 [00:42<02:09, 29.05it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 245:  24%|██▍       | 1225/5000 [00:42<02:09, 29.05it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 246:  24%|██▍       | 1225/5000 [00:42<02:09, 29.05it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 246:  25%|██▍       | 1228/5000 [00:42<02:11, 28.63it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 246:  25%|██▍       | 1230/5000 [00:42<02:11, 28.63it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 247:  25%|██▍       | 1230/5000 [00:42<02:11, 28.63it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 247:  25%|██▍       | 1231/5000 [00:42<02:12, 28.34it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 247:  25%|██▍       | 1235/5000 [00:42<02:07, 29.57it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 247:  25%|██▍       | 1235/5000 [00:42<02:07, 29.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 248:  25%|██▍       | 1235/5000 [00:42<02:07, 29.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 248:  25%|██▍       | 1238/5000 [00:42<02:09, 29.05it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 248:  25%|██▍       | 1240/5000 [00:43<02:09, 29.05it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 249:  25%|██▍       | 1240/5000 [00:43<02:09, 29.05it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 249:  25%|██▍       | 1241/5000 [00:43<02:11, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 249:  25%|██▍       | 1245/5000 [00:43<02:06, 29.61it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 249:  25%|██▍       | 1245/5000 [00:43<02:06, 29.61it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 250:  25%|██▍       | 1245/5000 [00:43<02:06, 29.61it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 250:  25%|██▍       | 1248/5000 [00:43<02:09, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 250:  25%|██▌       | 1250/5000 [00:43<02:09, 29.03it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 251:  25%|██▌       | 1250/5000 [00:43<02:09, 29.03it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 251:  25%|██▌       | 1251/5000 [00:43<02:10, 28.62it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 251:  25%|██▌       | 1255/5000 [00:43<02:06, 29.69it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 251:  25%|██▌       | 1255/5000 [00:43<02:06, 29.69it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 252:  25%|██▌       | 1255/5000 [00:43<02:06, 29.69it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 252:  25%|██▌       | 1258/5000 [00:43<02:08, 29.10it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 252:  25%|██▌       | 1260/5000 [00:43<02:08, 29.10it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 253:  25%|██▌       | 1260/5000 [00:43<02:08, 29.10it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 253:  25%|██▌       | 1261/5000 [00:43<02:10, 28.54it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 253:  25%|██▌       | 1265/5000 [00:43<02:06, 29.49it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 253:  25%|██▌       | 1265/5000 [00:43<02:06, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 254:  25%|██▌       | 1265/5000 [00:43<02:06, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 254:  25%|██▌       | 1268/5000 [00:44<02:09, 28.76it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 254:  25%|██▌       | 1270/5000 [00:44<02:09, 28.76it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 255:  25%|██▌       | 1270/5000 [00:44<02:09, 28.76it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 255:  25%|██▌       | 1271/5000 [00:44<02:11, 28.33it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 255:  26%|██▌       | 1275/5000 [00:44<02:07, 29.21it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 255:  26%|██▌       | 1275/5000 [00:44<02:07, 29.21it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 256:  26%|██▌       | 1275/5000 [00:44<02:07, 29.21it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 256:  26%|██▌       | 1278/5000 [00:44<02:09, 28.68it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 256:  26%|██▌       | 1280/5000 [00:44<02:09, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 257:  26%|██▌       | 1280/5000 [00:44<02:09, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 257:  26%|██▌       | 1281/5000 [00:44<02:11, 28.39it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 257:  26%|██▌       | 1285/5000 [00:44<02:06, 29.39it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 257:  26%|██▌       | 1285/5000 [00:44<02:06, 29.39it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 258:  26%|██▌       | 1285/5000 [00:44<02:06, 29.39it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 258:  26%|██▌       | 1288/5000 [00:44<02:08, 28.93it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 258:  26%|██▌       | 1290/5000 [00:44<02:08, 28.93it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 259:  26%|██▌       | 1290/5000 [00:44<02:08, 28.93it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 259:  26%|██▌       | 1291/5000 [00:44<02:09, 28.61it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 259:  26%|██▌       | 1295/5000 [00:44<02:05, 29.62it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 259:  26%|██▌       | 1295/5000 [00:44<02:05, 29.62it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 260:  26%|██▌       | 1295/5000 [00:44<02:05, 29.62it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 260:  26%|██▌       | 1298/5000 [00:45<02:07, 29.07it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 260:  26%|██▌       | 1300/5000 [00:45<02:07, 29.07it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 261:  26%|██▌       | 1300/5000 [00:45<02:07, 29.07it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 261:  26%|██▌       | 1301/5000 [00:45<02:08, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 261:  26%|██▌       | 1305/5000 [00:45<02:04, 29.64it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 261:  26%|██▌       | 1305/5000 [00:45<02:04, 29.64it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 262:  26%|██▌       | 1305/5000 [00:45<02:04, 29.64it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 262:  26%|██▌       | 1308/5000 [00:45<02:07, 29.06it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 262:  26%|██▌       | 1310/5000 [00:45<02:06, 29.06it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 263:  26%|██▌       | 1310/5000 [00:45<02:06, 29.06it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 263:  26%|██▌       | 1311/5000 [00:45<02:09, 28.59it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 263:  26%|██▋       | 1315/5000 [00:45<02:03, 29.72it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 263:  26%|██▋       | 1315/5000 [00:45<02:03, 29.72it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 264:  26%|██▋       | 1315/5000 [00:45<02:03, 29.72it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 264:  26%|██▋       | 1318/5000 [00:45<02:06, 29.00it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 264:  26%|██▋       | 1320/5000 [00:45<02:06, 29.00it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 265:  26%|██▋       | 1320/5000 [00:45<02:06, 29.00it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 265:  26%|██▋       | 1321/5000 [00:45<02:08, 28.61it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 265:  26%|██▋       | 1325/5000 [00:45<02:04, 29.48it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 265:  26%|██▋       | 1325/5000 [00:45<02:04, 29.48it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 266:  26%|██▋       | 1325/5000 [00:45<02:04, 29.48it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 266:  27%|██▋       | 1328/5000 [00:46<02:07, 28.87it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 266:  27%|██▋       | 1330/5000 [00:46<02:07, 28.87it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 267:  27%|██▋       | 1330/5000 [00:46<02:07, 28.87it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 267:  27%|██▋       | 1331/5000 [00:46<02:09, 28.25it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 267:  27%|██▋       | 1335/5000 [00:46<02:05, 29.20it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 267:  27%|██▋       | 1335/5000 [00:46<02:05, 29.20it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 268:  27%|██▋       | 1335/5000 [00:46<02:05, 29.20it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 268:  27%|██▋       | 1338/5000 [00:46<02:07, 28.72it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 268:  27%|██▋       | 1340/5000 [00:46<02:07, 28.72it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 269:  27%|██▋       | 1340/5000 [00:46<02:07, 28.72it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 269:  27%|██▋       | 1341/5000 [00:46<02:09, 28.32it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 269:  27%|██▋       | 1345/5000 [00:46<02:04, 29.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 269:  27%|██▋       | 1345/5000 [00:46<02:04, 29.36it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 270:  27%|██▋       | 1345/5000 [00:46<02:04, 29.36it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 270:  27%|██▋       | 1348/5000 [00:46<02:06, 28.80it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 270:  27%|██▋       | 1350/5000 [00:46<02:06, 28.80it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 271:  27%|██▋       | 1350/5000 [00:46<02:06, 28.80it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 271:  27%|██▋       | 1351/5000 [00:46<02:08, 28.50it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 271:  27%|██▋       | 1355/5000 [00:47<02:03, 29.62it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 271:  27%|██▋       | 1355/5000 [00:47<02:03, 29.62it/s, datasets_total=11.3, priors_total=-0.959, total=10.4]
Epoch 272:  27%|██▋       | 1355/5000 [00:47<02:03, 29.62it/s, datasets_total=11.3, priors_total=-0.959, total=10.4]
Epoch 272:  27%|██▋       | 1358/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-0.959, total=10.4]
Epoch 272:  27%|██▋       | 1360/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 273:  27%|██▋       | 1360/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 273:  27%|██▋       | 1361/5000 [00:47<02:08, 28.26it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 273:  27%|██▋       | 1365/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 273:  27%|██▋       | 1365/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 274:  27%|██▋       | 1365/5000 [00:47<02:05, 28.96it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 274:  27%|██▋       | 1368/5000 [00:47<02:09, 28.10it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 274:  27%|██▋       | 1370/5000 [00:47<02:09, 28.10it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 275:  27%|██▋       | 1370/5000 [00:47<02:09, 28.10it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 275:  27%|██▋       | 1371/5000 [00:47<02:10, 27.81it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 275:  28%|██▊       | 1375/5000 [00:47<02:05, 28.79it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 275:  28%|██▊       | 1375/5000 [00:47<02:05, 28.79it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 276:  28%|██▊       | 1375/5000 [00:47<02:05, 28.79it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 276:  28%|██▊       | 1378/5000 [00:47<02:08, 28.20it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 276:  28%|██▊       | 1380/5000 [00:47<02:08, 28.20it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 277:  28%|██▊       | 1380/5000 [00:47<02:08, 28.20it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 277:  28%|██▊       | 1381/5000 [00:47<02:10, 27.84it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 277:  28%|██▊       | 1385/5000 [00:48<02:05, 28.89it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 277:  28%|██▊       | 1385/5000 [00:48<02:05, 28.89it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 278:  28%|██▊       | 1385/5000 [00:48<02:05, 28.89it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 278:  28%|██▊       | 1388/5000 [00:48<02:07, 28.33it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 278:  28%|██▊       | 1390/5000 [00:48<02:07, 28.33it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 279:  28%|██▊       | 1390/5000 [00:48<02:07, 28.33it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 279:  28%|██▊       | 1391/5000 [00:48<02:09, 27.86it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 279:  28%|██▊       | 1395/5000 [00:48<02:04, 28.95it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 279:  28%|██▊       | 1395/5000 [00:48<02:04, 28.95it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 280:  28%|██▊       | 1395/5000 [00:48<02:04, 28.95it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 280:  28%|██▊       | 1398/5000 [00:48<02:06, 28.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 280:  28%|██▊       | 1400/5000 [00:48<02:06, 28.57it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 281:  28%|██▊       | 1400/5000 [00:48<02:06, 28.57it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 281:  28%|██▊       | 1401/5000 [00:48<02:08, 28.01it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 281:  28%|██▊       | 1405/5000 [00:48<02:03, 29.12it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 281:  28%|██▊       | 1405/5000 [00:48<02:03, 29.12it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 282:  28%|██▊       | 1405/5000 [00:48<02:03, 29.12it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 282:  28%|██▊       | 1408/5000 [00:48<02:05, 28.63it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 282:  28%|██▊       | 1410/5000 [00:48<02:05, 28.63it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 283:  28%|██▊       | 1410/5000 [00:48<02:05, 28.63it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 283:  28%|██▊       | 1411/5000 [00:49<02:06, 28.27it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 283:  28%|██▊       | 1415/5000 [00:49<02:02, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 283:  28%|██▊       | 1415/5000 [00:49<02:02, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 284:  28%|██▊       | 1415/5000 [00:49<02:02, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 284:  28%|██▊       | 1418/5000 [00:49<02:04, 28.77it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 284:  28%|██▊       | 1420/5000 [00:49<02:04, 28.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 285:  28%|██▊       | 1420/5000 [00:49<02:04, 28.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 285:  28%|██▊       | 1421/5000 [00:49<02:06, 28.32it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 285:  28%|██▊       | 1425/5000 [00:49<02:02, 29.21it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 285:  28%|██▊       | 1425/5000 [00:49<02:02, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 286:  28%|██▊       | 1425/5000 [00:49<02:02, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 286:  29%|██▊       | 1428/5000 [00:49<02:05, 28.50it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 286:  29%|██▊       | 1430/5000 [00:49<02:05, 28.50it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 287:  29%|██▊       | 1430/5000 [00:49<02:05, 28.50it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 287:  29%|██▊       | 1431/5000 [00:49<02:07, 27.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 287:  29%|██▊       | 1435/5000 [00:49<02:04, 28.69it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 287:  29%|██▊       | 1435/5000 [00:49<02:04, 28.69it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 288:  29%|██▊       | 1435/5000 [00:49<02:04, 28.69it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 288:  29%|██▉       | 1438/5000 [00:49<02:06, 28.13it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 288:  29%|██▉       | 1440/5000 [00:50<02:06, 28.13it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 289:  29%|██▉       | 1440/5000 [00:50<02:06, 28.13it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 289:  29%|██▉       | 1441/5000 [00:50<02:09, 27.52it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 289:  29%|██▉       | 1445/5000 [00:50<02:04, 28.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 289:  29%|██▉       | 1445/5000 [00:50<02:04, 28.46it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 290:  29%|██▉       | 1445/5000 [00:50<02:04, 28.46it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 290:  29%|██▉       | 1448/5000 [00:50<02:07, 27.82it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 290:  29%|██▉       | 1450/5000 [00:50<02:07, 27.82it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 291:  29%|██▉       | 1450/5000 [00:50<02:07, 27.82it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 291:  29%|██▉       | 1451/5000 [00:50<02:10, 27.26it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 291:  29%|██▉       | 1455/5000 [00:50<02:05, 28.25it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 291:  29%|██▉       | 1455/5000 [00:50<02:05, 28.25it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 292:  29%|██▉       | 1455/5000 [00:50<02:05, 28.25it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 292:  29%|██▉       | 1458/5000 [00:50<02:07, 27.73it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 292:  29%|██▉       | 1460/5000 [00:50<02:07, 27.73it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 293:  29%|██▉       | 1460/5000 [00:50<02:07, 27.73it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 293:  29%|██▉       | 1461/5000 [00:50<02:08, 27.50it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 293:  29%|██▉       | 1465/5000 [00:50<02:03, 28.57it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 293:  29%|██▉       | 1465/5000 [00:50<02:03, 28.57it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 294:  29%|██▉       | 1465/5000 [00:50<02:03, 28.57it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 294:  29%|██▉       | 1468/5000 [00:51<02:05, 28.18it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 294:  29%|██▉       | 1470/5000 [00:51<02:05, 28.18it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 295:  29%|██▉       | 1470/5000 [00:51<02:05, 28.18it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 295:  29%|██▉       | 1471/5000 [00:51<02:05, 28.02it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 295:  30%|██▉       | 1475/5000 [00:51<02:01, 29.07it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 295:  30%|██▉       | 1475/5000 [00:51<02:01, 29.07it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 296:  30%|██▉       | 1475/5000 [00:51<02:01, 29.07it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 296:  30%|██▉       | 1478/5000 [00:51<02:03, 28.58it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 296:  30%|██▉       | 1480/5000 [00:51<02:03, 28.58it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 297:  30%|██▉       | 1480/5000 [00:51<02:03, 28.58it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 297:  30%|██▉       | 1481/5000 [00:51<02:04, 28.19it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 297:  30%|██▉       | 1485/5000 [00:51<02:00, 29.26it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 297:  30%|██▉       | 1485/5000 [00:51<02:00, 29.26it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 298:  30%|██▉       | 1485/5000 [00:51<02:00, 29.26it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 298:  30%|██▉       | 1488/5000 [00:51<02:02, 28.59it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 298:  30%|██▉       | 1490/5000 [00:51<02:02, 28.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 299:  30%|██▉       | 1490/5000 [00:51<02:02, 28.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 299:  30%|██▉       | 1491/5000 [00:51<02:04, 28.10it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 299:  30%|██▉       | 1495/5000 [00:51<02:00, 29.03it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 299:  30%|██▉       | 1495/5000 [00:51<02:00, 29.03it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 300:  30%|██▉       | 1495/5000 [00:51<02:00, 29.03it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 300:  30%|██▉       | 1498/5000 [00:52<02:04, 28.23it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 300:  30%|███       | 1500/5000 [00:52<02:03, 28.23it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 301:  30%|███       | 1500/5000 [00:52<02:03, 28.23it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 301:  30%|███       | 1501/5000 [00:52<02:06, 27.68it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 301:  30%|███       | 1504/5000 [00:52<02:03, 28.27it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 301:  30%|███       | 1505/5000 [00:52<02:03, 28.27it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 302:  30%|███       | 1505/5000 [00:52<02:03, 28.27it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 302:  30%|███       | 1507/5000 [00:52<02:05, 27.77it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 302:  30%|███       | 1510/5000 [00:52<02:05, 27.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 303:  30%|███       | 1510/5000 [00:52<02:05, 27.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 303:  30%|███       | 1511/5000 [00:52<02:05, 27.75it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 303:  30%|███       | 1515/5000 [00:52<02:00, 28.80it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 303:  30%|███       | 1515/5000 [00:52<02:00, 28.80it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 304:  30%|███       | 1515/5000 [00:52<02:00, 28.80it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 304:  30%|███       | 1518/5000 [00:52<02:02, 28.46it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 304:  30%|███       | 1520/5000 [00:52<02:02, 28.46it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 305:  30%|███       | 1520/5000 [00:52<02:02, 28.46it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 305:  30%|███       | 1521/5000 [00:52<02:03, 28.27it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 305:  30%|███       | 1525/5000 [00:53<01:58, 29.41it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 305:  30%|███       | 1525/5000 [00:53<01:58, 29.41it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 306:  30%|███       | 1525/5000 [00:53<01:58, 29.41it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 306:  31%|███       | 1528/5000 [00:53<01:59, 29.00it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 306:  31%|███       | 1530/5000 [00:53<01:59, 29.00it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 307:  31%|███       | 1530/5000 [00:53<01:59, 29.00it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 307:  31%|███       | 1531/5000 [00:53<02:00, 28.70it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 307:  31%|███       | 1535/5000 [00:53<01:56, 29.71it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 307:  31%|███       | 1535/5000 [00:53<01:56, 29.71it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 308:  31%|███       | 1535/5000 [00:53<01:56, 29.71it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 308:  31%|███       | 1538/5000 [00:53<01:58, 29.10it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 308:  31%|███       | 1540/5000 [00:53<01:58, 29.10it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 309:  31%|███       | 1540/5000 [00:53<01:58, 29.10it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 309:  31%|███       | 1541/5000 [00:53<02:00, 28.71it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 309:  31%|███       | 1545/5000 [00:53<01:56, 29.68it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 309:  31%|███       | 1545/5000 [00:53<01:56, 29.68it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 310:  31%|███       | 1545/5000 [00:53<01:56, 29.68it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 310:  31%|███       | 1548/5000 [00:53<01:58, 29.05it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 310:  31%|███       | 1550/5000 [00:53<01:58, 29.05it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 311:  31%|███       | 1550/5000 [00:53<01:58, 29.05it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 311:  31%|███       | 1551/5000 [00:53<02:01, 28.35it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 311:  31%|███       | 1555/5000 [00:54<01:57, 29.26it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 311:  31%|███       | 1555/5000 [00:54<01:57, 29.26it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 312:  31%|███       | 1555/5000 [00:54<01:57, 29.26it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 312:  31%|███       | 1558/5000 [00:54<02:00, 28.66it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 312:  31%|███       | 1560/5000 [00:54<02:00, 28.66it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 313:  31%|███       | 1560/5000 [00:54<02:00, 28.66it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 313:  31%|███       | 1561/5000 [00:54<02:02, 28.09it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 313:  31%|███▏      | 1565/5000 [00:54<01:58, 29.06it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 313:  31%|███▏      | 1565/5000 [00:54<01:58, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 314:  31%|███▏      | 1565/5000 [00:54<01:58, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 314:  31%|███▏      | 1568/5000 [00:54<02:00, 28.52it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 314:  31%|███▏      | 1570/5000 [00:54<02:00, 28.52it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 315:  31%|███▏      | 1570/5000 [00:54<02:00, 28.52it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 315:  31%|███▏      | 1571/5000 [00:54<02:01, 28.14it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 315:  32%|███▏      | 1575/5000 [00:54<01:56, 29.40it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 315:  32%|███▏      | 1575/5000 [00:54<01:56, 29.40it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 316:  32%|███▏      | 1575/5000 [00:54<01:56, 29.40it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 316:  32%|███▏      | 1578/5000 [00:54<01:58, 28.95it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 316:  32%|███▏      | 1580/5000 [00:54<01:58, 28.95it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 317:  32%|███▏      | 1580/5000 [00:54<01:58, 28.95it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 317:  32%|███▏      | 1581/5000 [00:54<01:59, 28.62it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 317:  32%|███▏      | 1585/5000 [00:55<01:54, 29.71it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 317:  32%|███▏      | 1585/5000 [00:55<01:54, 29.71it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 318:  32%|███▏      | 1585/5000 [00:55<01:54, 29.71it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 318:  32%|███▏      | 1588/5000 [00:55<01:56, 29.20it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 318:  32%|███▏      | 1590/5000 [00:55<01:56, 29.20it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 319:  32%|███▏      | 1590/5000 [00:55<01:56, 29.20it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 319:  32%|███▏      | 1591/5000 [00:55<01:59, 28.56it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 319:  32%|███▏      | 1595/5000 [00:55<01:55, 29.54it/s, datasets_total=11.3, priors_total=-1.06, total=10.3]
Epoch 319:  32%|███▏      | 1595/5000 [00:55<01:55, 29.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 320:  32%|███▏      | 1595/5000 [00:55<01:55, 29.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 320:  32%|███▏      | 1598/5000 [00:55<01:57, 28.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 320:  32%|███▏      | 1600/5000 [00:55<01:57, 28.96it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 321:  32%|███▏      | 1600/5000 [00:55<01:57, 28.96it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 321:  32%|███▏      | 1601/5000 [00:55<01:58, 28.60it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 321:  32%|███▏      | 1605/5000 [00:55<01:55, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 321:  32%|███▏      | 1605/5000 [00:55<01:55, 29.38it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 322:  32%|███▏      | 1605/5000 [00:55<01:55, 29.38it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 322:  32%|███▏      | 1608/5000 [00:55<01:58, 28.67it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 322:  32%|███▏      | 1610/5000 [00:55<01:58, 28.67it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 323:  32%|███▏      | 1610/5000 [00:55<01:58, 28.67it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 323:  32%|███▏      | 1611/5000 [00:55<02:00, 28.24it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 323:  32%|███▏      | 1615/5000 [00:56<01:55, 29.24it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 323:  32%|███▏      | 1615/5000 [00:56<01:55, 29.24it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 324:  32%|███▏      | 1615/5000 [00:56<01:55, 29.24it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 324:  32%|███▏      | 1618/5000 [00:56<01:58, 28.60it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 324:  32%|███▏      | 1620/5000 [00:56<01:58, 28.60it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 325:  32%|███▏      | 1620/5000 [00:56<01:58, 28.60it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 325:  32%|███▏      | 1621/5000 [00:56<02:00, 28.08it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 325:  32%|███▎      | 1625/5000 [00:56<01:55, 29.27it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 325:  32%|███▎      | 1625/5000 [00:56<01:55, 29.27it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 326:  32%|███▎      | 1625/5000 [00:56<01:55, 29.27it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 326:  33%|███▎      | 1628/5000 [00:56<01:58, 28.53it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 326:  33%|███▎      | 1630/5000 [00:56<01:58, 28.53it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 327:  33%|███▎      | 1630/5000 [00:56<01:58, 28.53it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 327:  33%|███▎      | 1631/5000 [00:56<01:59, 28.20it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 327:  33%|███▎      | 1635/5000 [00:56<01:54, 29.30it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 327:  33%|███▎      | 1635/5000 [00:56<01:54, 29.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 328:  33%|███▎      | 1635/5000 [00:56<01:54, 29.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 328:  33%|███▎      | 1638/5000 [00:56<01:56, 28.83it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 328:  33%|███▎      | 1640/5000 [00:57<01:56, 28.83it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 329:  33%|███▎      | 1640/5000 [00:57<01:56, 28.83it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 329:  33%|███▎      | 1641/5000 [00:57<01:58, 28.43it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 329:  33%|███▎      | 1645/5000 [00:57<01:53, 29.47it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 329:  33%|███▎      | 1645/5000 [00:57<01:53, 29.47it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 330:  33%|███▎      | 1645/5000 [00:57<01:53, 29.47it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 330:  33%|███▎      | 1648/5000 [00:57<01:55, 28.96it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 330:  33%|███▎      | 1650/5000 [00:57<01:55, 28.96it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 331:  33%|███▎      | 1650/5000 [00:57<01:55, 28.96it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 331:  33%|███▎      | 1651/5000 [00:57<01:57, 28.57it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 331:  33%|███▎      | 1655/5000 [00:57<01:54, 29.12it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 331:  33%|███▎      | 1655/5000 [00:57<01:54, 29.12it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 332:  33%|███▎      | 1655/5000 [00:57<01:54, 29.12it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 332:  33%|███▎      | 1658/5000 [00:57<01:57, 28.51it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 332:  33%|███▎      | 1660/5000 [00:57<01:57, 28.51it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 333:  33%|███▎      | 1660/5000 [00:57<01:57, 28.51it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 333:  33%|███▎      | 1661/5000 [00:57<01:58, 28.09it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 333:  33%|███▎      | 1665/5000 [00:57<01:54, 29.10it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 333:  33%|███▎      | 1665/5000 [00:57<01:54, 29.10it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 334:  33%|███▎      | 1665/5000 [00:57<01:54, 29.10it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 334:  33%|███▎      | 1668/5000 [00:57<01:56, 28.55it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 334:  33%|███▎      | 1670/5000 [00:58<01:56, 28.55it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 335:  33%|███▎      | 1670/5000 [00:58<01:56, 28.55it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 335:  33%|███▎      | 1671/5000 [00:58<01:58, 28.18it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 335:  34%|███▎      | 1675/5000 [00:58<01:54, 29.14it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 335:  34%|███▎      | 1675/5000 [00:58<01:54, 29.14it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 336:  34%|███▎      | 1675/5000 [00:58<01:54, 29.14it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 336:  34%|███▎      | 1678/5000 [00:58<01:56, 28.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 336:  34%|███▎      | 1680/5000 [00:58<01:56, 28.54it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 337:  34%|███▎      | 1680/5000 [00:58<01:56, 28.54it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 337:  34%|███▎      | 1681/5000 [00:58<01:58, 28.11it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 337:  34%|███▎      | 1685/5000 [00:58<01:53, 29.28it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 337:  34%|███▎      | 1685/5000 [00:58<01:53, 29.28it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 338:  34%|███▎      | 1685/5000 [00:58<01:53, 29.28it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 338:  34%|███▍      | 1688/5000 [00:58<01:55, 28.63it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 338:  34%|███▍      | 1690/5000 [00:58<01:55, 28.63it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 339:  34%|███▍      | 1690/5000 [00:58<01:55, 28.63it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 339:  34%|███▍      | 1691/5000 [00:58<01:57, 28.25it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 339:  34%|███▍      | 1695/5000 [00:58<01:52, 29.36it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 339:  34%|███▍      | 1695/5000 [00:58<01:52, 29.36it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 340:  34%|███▍      | 1695/5000 [00:58<01:52, 29.36it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 340:  34%|███▍      | 1698/5000 [00:59<01:54, 28.88it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 340:  34%|███▍      | 1700/5000 [00:59<01:54, 28.88it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 341:  34%|███▍      | 1700/5000 [00:59<01:54, 28.88it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 341:  34%|███▍      | 1701/5000 [00:59<01:55, 28.55it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 341:  34%|███▍      | 1705/5000 [00:59<01:51, 29.51it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 341:  34%|███▍      | 1705/5000 [00:59<01:51, 29.51it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 342:  34%|███▍      | 1705/5000 [00:59<01:51, 29.51it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 342:  34%|███▍      | 1708/5000 [00:59<01:53, 29.02it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 342:  34%|███▍      | 1710/5000 [00:59<01:53, 29.02it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 343:  34%|███▍      | 1710/5000 [00:59<01:53, 29.02it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 343:  34%|███▍      | 1711/5000 [00:59<01:55, 28.46it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 343:  34%|███▍      | 1715/5000 [00:59<01:51, 29.57it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 343:  34%|███▍      | 1715/5000 [00:59<01:51, 29.57it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 344:  34%|███▍      | 1715/5000 [00:59<01:51, 29.57it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 344:  34%|███▍      | 1718/5000 [00:59<01:53, 28.97it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 344:  34%|███▍      | 1720/5000 [00:59<01:53, 28.97it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 345:  34%|███▍      | 1720/5000 [00:59<01:53, 28.97it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 345:  34%|███▍      | 1721/5000 [00:59<01:55, 28.50it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 345:  34%|███▍      | 1725/5000 [00:59<01:51, 29.49it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 345:  34%|███▍      | 1725/5000 [00:59<01:51, 29.49it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 346:  34%|███▍      | 1725/5000 [00:59<01:51, 29.49it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 346:  35%|███▍      | 1728/5000 [01:00<01:53, 28.84it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 346:  35%|███▍      | 1730/5000 [01:00<01:53, 28.84it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 347:  35%|███▍      | 1730/5000 [01:00<01:53, 28.84it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 347:  35%|███▍      | 1731/5000 [01:00<01:54, 28.45it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 347:  35%|███▍      | 1735/5000 [01:00<01:51, 29.29it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 347:  35%|███▍      | 1735/5000 [01:00<01:51, 29.29it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 348:  35%|███▍      | 1735/5000 [01:00<01:51, 29.29it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 348:  35%|███▍      | 1738/5000 [01:00<01:54, 28.54it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 348:  35%|███▍      | 1740/5000 [01:00<01:54, 28.54it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 349:  35%|███▍      | 1740/5000 [01:00<01:54, 28.54it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 349:  35%|███▍      | 1741/5000 [01:00<01:55, 28.21it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 349:  35%|███▍      | 1745/5000 [01:00<01:51, 29.27it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 349:  35%|███▍      | 1745/5000 [01:00<01:51, 29.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 350:  35%|███▍      | 1745/5000 [01:00<01:51, 29.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 350:  35%|███▍      | 1748/5000 [01:00<01:53, 28.78it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 350:  35%|███▌      | 1750/5000 [01:00<01:52, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 351:  35%|███▌      | 1750/5000 [01:00<01:52, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 351:  35%|███▌      | 1751/5000 [01:00<01:54, 28.37it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 351:  35%|███▌      | 1755/5000 [01:00<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 351:  35%|███▌      | 1755/5000 [01:00<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 352:  35%|███▌      | 1755/5000 [01:00<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 352:  35%|███▌      | 1758/5000 [01:01<01:51, 29.01it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 352:  35%|███▌      | 1760/5000 [01:01<01:51, 29.01it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 353:  35%|███▌      | 1760/5000 [01:01<01:51, 29.01it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 353:  35%|███▌      | 1761/5000 [01:01<01:53, 28.48it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 353:  35%|███▌      | 1765/5000 [01:01<01:49, 29.54it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 353:  35%|███▌      | 1765/5000 [01:01<01:49, 29.54it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 354:  35%|███▌      | 1765/5000 [01:01<01:49, 29.54it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 354:  35%|███▌      | 1768/5000 [01:01<01:51, 28.98it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 354:  35%|███▌      | 1770/5000 [01:01<01:51, 28.98it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 355:  35%|███▌      | 1770/5000 [01:01<01:51, 28.98it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 355:  35%|███▌      | 1771/5000 [01:01<01:53, 28.57it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 355:  36%|███▌      | 1775/5000 [01:01<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 355:  36%|███▌      | 1775/5000 [01:01<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 356:  36%|███▌      | 1775/5000 [01:01<01:49, 29.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 356:  36%|███▌      | 1778/5000 [01:01<01:51, 28.84it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 356:  36%|███▌      | 1780/5000 [01:01<01:51, 28.84it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 357:  36%|███▌      | 1780/5000 [01:01<01:51, 28.84it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 357:  36%|███▌      | 1781/5000 [01:01<01:53, 28.39it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 357:  36%|███▌      | 1785/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 357:  36%|███▌      | 1785/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 358:  36%|███▌      | 1785/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 358:  36%|███▌      | 1788/5000 [01:02<01:51, 28.69it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 358:  36%|███▌      | 1790/5000 [01:02<01:51, 28.69it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 359:  36%|███▌      | 1790/5000 [01:02<01:51, 28.69it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 359:  36%|███▌      | 1791/5000 [01:02<01:53, 28.29it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 359:  36%|███▌      | 1795/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 359:  36%|███▌      | 1795/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 360:  36%|███▌      | 1795/5000 [01:02<01:49, 29.27it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 360:  36%|███▌      | 1798/5000 [01:02<01:51, 28.82it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 360:  36%|███▌      | 1800/5000 [01:02<01:51, 28.82it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 361:  36%|███▌      | 1800/5000 [01:02<01:51, 28.82it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 361:  36%|███▌      | 1801/5000 [01:02<01:52, 28.39it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 361:  36%|███▌      | 1805/5000 [01:02<01:49, 29.16it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 361:  36%|███▌      | 1805/5000 [01:02<01:49, 29.16it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 362:  36%|███▌      | 1805/5000 [01:02<01:49, 29.16it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 362:  36%|███▌      | 1808/5000 [01:02<01:50, 28.76it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 362:  36%|███▌      | 1810/5000 [01:02<01:50, 28.76it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 363:  36%|███▌      | 1810/5000 [01:02<01:50, 28.76it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 363:  36%|███▌      | 1811/5000 [01:02<01:52, 28.47it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 363:  36%|███▋      | 1815/5000 [01:03<01:47, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 363:  36%|███▋      | 1815/5000 [01:03<01:47, 29.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 364:  36%|███▋      | 1815/5000 [01:03<01:47, 29.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 364:  36%|███▋      | 1818/5000 [01:03<01:49, 29.12it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 364:  36%|███▋      | 1820/5000 [01:03<01:49, 29.12it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 365:  36%|███▋      | 1820/5000 [01:03<01:49, 29.12it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 365:  36%|███▋      | 1821/5000 [01:03<01:50, 28.66it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 365:  36%|███▋      | 1825/5000 [01:03<01:46, 29.73it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 365:  36%|███▋      | 1825/5000 [01:03<01:46, 29.73it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 366:  36%|███▋      | 1825/5000 [01:03<01:46, 29.73it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 366:  37%|███▋      | 1828/5000 [01:03<01:49, 29.09it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 366:  37%|███▋      | 1830/5000 [01:03<01:48, 29.09it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 367:  37%|███▋      | 1830/5000 [01:03<01:48, 29.09it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 367:  37%|███▋      | 1831/5000 [01:03<01:50, 28.68it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 367:  37%|███▋      | 1835/5000 [01:03<01:46, 29.64it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 367:  37%|███▋      | 1835/5000 [01:03<01:46, 29.64it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 368:  37%|███▋      | 1835/5000 [01:03<01:46, 29.64it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 368:  37%|███▋      | 1838/5000 [01:03<01:49, 28.80it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 368:  37%|███▋      | 1840/5000 [01:03<01:49, 28.80it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 369:  37%|███▋      | 1840/5000 [01:03<01:49, 28.80it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 369:  37%|███▋      | 1841/5000 [01:03<01:51, 28.42it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 369:  37%|███▋      | 1845/5000 [01:04<01:47, 29.41it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 369:  37%|███▋      | 1845/5000 [01:04<01:47, 29.41it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 370:  37%|███▋      | 1845/5000 [01:04<01:47, 29.41it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 370:  37%|███▋      | 1848/5000 [01:04<01:49, 28.77it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 370:  37%|███▋      | 1850/5000 [01:04<01:49, 28.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 371:  37%|███▋      | 1850/5000 [01:04<01:49, 28.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 371:  37%|███▋      | 1851/5000 [01:04<01:51, 28.26it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 371:  37%|███▋      | 1855/5000 [01:04<01:47, 29.21it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 371:  37%|███▋      | 1855/5000 [01:04<01:47, 29.21it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 372:  37%|███▋      | 1855/5000 [01:04<01:47, 29.21it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 372:  37%|███▋      | 1858/5000 [01:04<01:48, 28.83it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 372:  37%|███▋      | 1860/5000 [01:04<01:48, 28.83it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 373:  37%|███▋      | 1860/5000 [01:04<01:48, 28.83it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 373:  37%|███▋      | 1861/5000 [01:04<01:50, 28.35it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 373:  37%|███▋      | 1865/5000 [01:04<01:46, 29.47it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 373:  37%|███▋      | 1865/5000 [01:04<01:46, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 374:  37%|███▋      | 1865/5000 [01:04<01:46, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 374:  37%|███▋      | 1868/5000 [01:04<01:48, 28.97it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 374:  37%|███▋      | 1870/5000 [01:04<01:48, 28.97it/s, datasets_total=11.3, priors_total=-0.972, total=10.3]
Epoch 375:  37%|███▋      | 1870/5000 [01:04<01:48, 28.97it/s, datasets_total=11.3, priors_total=-0.972, total=10.3]
Epoch 375:  37%|███▋      | 1871/5000 [01:05<01:49, 28.53it/s, datasets_total=11.3, priors_total=-0.972, total=10.3]
Epoch 375:  38%|███▊      | 1875/5000 [01:05<01:45, 29.58it/s, datasets_total=11.3, priors_total=-0.972, total=10.3]
Epoch 375:  38%|███▊      | 1875/5000 [01:05<01:45, 29.58it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 376:  38%|███▊      | 1875/5000 [01:05<01:45, 29.58it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 376:  38%|███▊      | 1878/5000 [01:05<01:47, 29.03it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 376:  38%|███▊      | 1880/5000 [01:05<01:47, 29.03it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 377:  38%|███▊      | 1880/5000 [01:05<01:47, 29.03it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 377:  38%|███▊      | 1881/5000 [01:05<01:49, 28.60it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 377:  38%|███▊      | 1885/5000 [01:05<01:45, 29.59it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 377:  38%|███▊      | 1885/5000 [01:05<01:45, 29.59it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 378:  38%|███▊      | 1885/5000 [01:05<01:45, 29.59it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 378:  38%|███▊      | 1888/5000 [01:05<01:47, 28.99it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 378:  38%|███▊      | 1890/5000 [01:05<01:47, 28.99it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 379:  38%|███▊      | 1890/5000 [01:05<01:47, 28.99it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 379:  38%|███▊      | 1891/5000 [01:05<01:48, 28.54it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 379:  38%|███▊      | 1895/5000 [01:05<01:45, 29.56it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 379:  38%|███▊      | 1895/5000 [01:05<01:45, 29.56it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 380:  38%|███▊      | 1895/5000 [01:05<01:45, 29.56it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 380:  38%|███▊      | 1898/5000 [01:05<01:47, 28.98it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 380:  38%|███▊      | 1900/5000 [01:06<01:46, 28.98it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 381:  38%|███▊      | 1900/5000 [01:06<01:46, 28.98it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 381:  38%|███▊      | 1901/5000 [01:06<01:48, 28.48it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 381:  38%|███▊      | 1905/5000 [01:06<01:45, 29.35it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 381:  38%|███▊      | 1905/5000 [01:06<01:45, 29.35it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 382:  38%|███▊      | 1905/5000 [01:06<01:45, 29.35it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 382:  38%|███▊      | 1908/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 382:  38%|███▊      | 1910/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 383:  38%|███▊      | 1910/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 383:  38%|███▊      | 1911/5000 [01:06<01:49, 28.13it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 383:  38%|███▊      | 1915/5000 [01:06<01:45, 29.29it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 383:  38%|███▊      | 1915/5000 [01:06<01:45, 29.29it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 384:  38%|███▊      | 1915/5000 [01:06<01:45, 29.29it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 384:  38%|███▊      | 1918/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 384:  38%|███▊      | 1920/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 385:  38%|███▊      | 1920/5000 [01:06<01:47, 28.66it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 385:  38%|███▊      | 1921/5000 [01:06<01:49, 28.16it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 385:  38%|███▊      | 1925/5000 [01:06<01:45, 29.08it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 385:  38%|███▊      | 1925/5000 [01:06<01:45, 29.08it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 386:  38%|███▊      | 1925/5000 [01:06<01:45, 29.08it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 386:  39%|███▊      | 1928/5000 [01:06<01:47, 28.68it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 386:  39%|███▊      | 1930/5000 [01:07<01:47, 28.68it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 387:  39%|███▊      | 1930/5000 [01:07<01:47, 28.68it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 387:  39%|███▊      | 1931/5000 [01:07<01:48, 28.39it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 387:  39%|███▊      | 1935/5000 [01:07<01:43, 29.60it/s, datasets_total=11.3, priors_total=-1.16, total=10.2]
Epoch 387:  39%|███▊      | 1935/5000 [01:07<01:43, 29.60it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 388:  39%|███▊      | 1935/5000 [01:07<01:43, 29.60it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 388:  39%|███▉      | 1938/5000 [01:07<01:45, 28.98it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 388:  39%|███▉      | 1940/5000 [01:07<01:45, 28.98it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 389:  39%|███▉      | 1940/5000 [01:07<01:45, 28.98it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 389:  39%|███▉      | 1941/5000 [01:07<01:47, 28.58it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 389:  39%|███▉      | 1945/5000 [01:07<01:43, 29.40it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 389:  39%|███▉      | 1945/5000 [01:07<01:43, 29.40it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 390:  39%|███▉      | 1945/5000 [01:07<01:43, 29.40it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 390:  39%|███▉      | 1948/5000 [01:07<01:45, 28.83it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 390:  39%|███▉      | 1950/5000 [01:07<01:45, 28.83it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 391:  39%|███▉      | 1950/5000 [01:07<01:45, 28.83it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 391:  39%|███▉      | 1951/5000 [01:07<01:48, 28.10it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 391:  39%|███▉      | 1955/5000 [01:07<01:44, 29.25it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 391:  39%|███▉      | 1955/5000 [01:07<01:44, 29.25it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 392:  39%|███▉      | 1955/5000 [01:07<01:44, 29.25it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 392:  39%|███▉      | 1958/5000 [01:08<01:46, 28.64it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 392:  39%|███▉      | 1960/5000 [01:08<01:46, 28.64it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 393:  39%|███▉      | 1960/5000 [01:08<01:46, 28.64it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 393:  39%|███▉      | 1961/5000 [01:08<01:47, 28.32it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 393:  39%|███▉      | 1965/5000 [01:08<01:43, 29.23it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 393:  39%|███▉      | 1965/5000 [01:08<01:43, 29.23it/s, datasets_total=11.3, priors_total=-0.986, total=10.3]
Epoch 394:  39%|███▉      | 1965/5000 [01:08<01:43, 29.23it/s, datasets_total=11.3, priors_total=-0.986, total=10.3]
Epoch 394:  39%|███▉      | 1968/5000 [01:08<01:46, 28.44it/s, datasets_total=11.3, priors_total=-0.986, total=10.3]
Epoch 394:  39%|███▉      | 1970/5000 [01:08<01:46, 28.44it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 395:  39%|███▉      | 1970/5000 [01:08<01:46, 28.44it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 395:  39%|███▉      | 1971/5000 [01:08<01:47, 28.14it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 395:  40%|███▉      | 1975/5000 [01:08<01:43, 29.25it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 395:  40%|███▉      | 1975/5000 [01:08<01:43, 29.25it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 396:  40%|███▉      | 1975/5000 [01:08<01:43, 29.25it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 396:  40%|███▉      | 1978/5000 [01:08<01:45, 28.77it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 396:  40%|███▉      | 1980/5000 [01:08<01:44, 28.77it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 397:  40%|███▉      | 1980/5000 [01:08<01:44, 28.77it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 397:  40%|███▉      | 1981/5000 [01:08<01:46, 28.42it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 397:  40%|███▉      | 1985/5000 [01:08<01:41, 29.58it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 397:  40%|███▉      | 1985/5000 [01:08<01:41, 29.58it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 398:  40%|███▉      | 1985/5000 [01:08<01:41, 29.58it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 398:  40%|███▉      | 1988/5000 [01:09<01:43, 29.01it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 398:  40%|███▉      | 1990/5000 [01:09<01:43, 29.01it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 399:  40%|███▉      | 1990/5000 [01:09<01:43, 29.01it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 399:  40%|███▉      | 1991/5000 [01:09<01:45, 28.62it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 399:  40%|███▉      | 1995/5000 [01:09<01:41, 29.52it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 399:  40%|███▉      | 1995/5000 [01:09<01:41, 29.52it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 400:  40%|███▉      | 1995/5000 [01:09<01:41, 29.52it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 400:  40%|███▉      | 1998/5000 [01:09<01:43, 28.93it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 400:  40%|████      | 2000/5000 [01:09<01:43, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 401:  40%|████      | 2000/5000 [01:09<01:43, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 401:  40%|████      | 2001/5000 [01:09<01:45, 28.43it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 401:  40%|████      | 2005/5000 [01:09<01:41, 29.55it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 401:  40%|████      | 2005/5000 [01:09<01:41, 29.55it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 402:  40%|████      | 2005/5000 [01:09<01:41, 29.55it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 402:  40%|████      | 2008/5000 [01:09<01:43, 28.96it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 402:  40%|████      | 2010/5000 [01:09<01:43, 28.96it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 403:  40%|████      | 2010/5000 [01:09<01:43, 28.96it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 403:  40%|████      | 2011/5000 [01:09<01:44, 28.49it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 403:  40%|████      | 2015/5000 [01:09<01:41, 29.48it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 403:  40%|████      | 2015/5000 [01:09<01:41, 29.48it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 404:  40%|████      | 2015/5000 [01:09<01:41, 29.48it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 404:  40%|████      | 2018/5000 [01:10<01:43, 28.70it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 404:  40%|████      | 2020/5000 [01:10<01:43, 28.70it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 405:  40%|████      | 2020/5000 [01:10<01:43, 28.70it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 405:  40%|████      | 2021/5000 [01:10<01:45, 28.24it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 405:  40%|████      | 2025/5000 [01:10<01:42, 29.11it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 405:  40%|████      | 2025/5000 [01:10<01:42, 29.11it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 406:  40%|████      | 2025/5000 [01:10<01:42, 29.11it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 406:  41%|████      | 2028/5000 [01:10<01:44, 28.56it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 406:  41%|████      | 2030/5000 [01:10<01:43, 28.56it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 407:  41%|████      | 2030/5000 [01:10<01:43, 28.56it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 407:  41%|████      | 2031/5000 [01:10<01:44, 28.28it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 407:  41%|████      | 2035/5000 [01:10<01:41, 29.35it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 407:  41%|████      | 2035/5000 [01:10<01:41, 29.35it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 408:  41%|████      | 2035/5000 [01:10<01:41, 29.35it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 408:  41%|████      | 2038/5000 [01:10<01:42, 28.89it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 408:  41%|████      | 2040/5000 [01:10<01:42, 28.89it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 409:  41%|████      | 2040/5000 [01:10<01:42, 28.89it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 409:  41%|████      | 2041/5000 [01:10<01:43, 28.51it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 409:  41%|████      | 2045/5000 [01:11<01:39, 29.56it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 409:  41%|████      | 2045/5000 [01:11<01:39, 29.56it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 410:  41%|████      | 2045/5000 [01:11<01:39, 29.56it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 410:  41%|████      | 2048/5000 [01:11<01:41, 29.09it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 410:  41%|████      | 2050/5000 [01:11<01:41, 29.09it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 411:  41%|████      | 2050/5000 [01:11<01:41, 29.09it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 411:  41%|████      | 2051/5000 [01:11<01:42, 28.76it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 411:  41%|████      | 2055/5000 [01:11<01:39, 29.67it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 411:  41%|████      | 2055/5000 [01:11<01:39, 29.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 412:  41%|████      | 2055/5000 [01:11<01:39, 29.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 412:  41%|████      | 2058/5000 [01:11<01:41, 29.06it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 412:  41%|████      | 2060/5000 [01:11<01:41, 29.06it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 413:  41%|████      | 2060/5000 [01:11<01:41, 29.06it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 413:  41%|████      | 2061/5000 [01:11<01:42, 28.65it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 413:  41%|████▏     | 2065/5000 [01:11<01:39, 29.64it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 413:  41%|████▏     | 2065/5000 [01:11<01:39, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 414:  41%|████▏     | 2065/5000 [01:11<01:39, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 414:  41%|████▏     | 2068/5000 [01:11<01:41, 29.02it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 414:  41%|████▏     | 2070/5000 [01:11<01:40, 29.02it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 415:  41%|████▏     | 2070/5000 [01:11<01:40, 29.02it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 415:  41%|████▏     | 2071/5000 [01:11<01:43, 28.34it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 415:  42%|████▏     | 2075/5000 [01:12<01:39, 29.30it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 415:  42%|████▏     | 2075/5000 [01:12<01:39, 29.30it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 416:  42%|████▏     | 2075/5000 [01:12<01:39, 29.30it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 416:  42%|████▏     | 2078/5000 [01:12<01:41, 28.77it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 416:  42%|████▏     | 2080/5000 [01:12<01:41, 28.77it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 417:  42%|████▏     | 2080/5000 [01:12<01:41, 28.77it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 417:  42%|████▏     | 2081/5000 [01:12<01:43, 28.26it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 417:  42%|████▏     | 2085/5000 [01:12<01:39, 29.22it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 417:  42%|████▏     | 2085/5000 [01:12<01:39, 29.22it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 418:  42%|████▏     | 2085/5000 [01:12<01:39, 29.22it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 418:  42%|████▏     | 2088/5000 [01:12<01:41, 28.76it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 418:  42%|████▏     | 2090/5000 [01:12<01:41, 28.76it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 419:  42%|████▏     | 2090/5000 [01:12<01:41, 28.76it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 419:  42%|████▏     | 2091/5000 [01:12<01:42, 28.34it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 419:  42%|████▏     | 2095/5000 [01:12<01:38, 29.47it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 419:  42%|████▏     | 2095/5000 [01:12<01:38, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 420:  42%|████▏     | 2095/5000 [01:12<01:38, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 420:  42%|████▏     | 2098/5000 [01:12<01:40, 28.81it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 420:  42%|████▏     | 2100/5000 [01:12<01:40, 28.81it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 421:  42%|████▏     | 2100/5000 [01:12<01:40, 28.81it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 421:  42%|████▏     | 2101/5000 [01:12<01:41, 28.48it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 421:  42%|████▏     | 2105/5000 [01:13<01:37, 29.60it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 421:  42%|████▏     | 2105/5000 [01:13<01:37, 29.60it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 422:  42%|████▏     | 2105/5000 [01:13<01:37, 29.60it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 422:  42%|████▏     | 2108/5000 [01:13<01:39, 29.06it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 422:  42%|████▏     | 2110/5000 [01:13<01:39, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 423:  42%|████▏     | 2110/5000 [01:13<01:39, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 423:  42%|████▏     | 2111/5000 [01:13<01:41, 28.58it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 423:  42%|████▏     | 2115/5000 [01:13<01:37, 29.65it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 423:  42%|████▏     | 2115/5000 [01:13<01:37, 29.65it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 424:  42%|████▏     | 2115/5000 [01:13<01:37, 29.65it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 424:  42%|████▏     | 2118/5000 [01:13<01:39, 28.97it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 424:  42%|████▏     | 2120/5000 [01:13<01:39, 28.97it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 425:  42%|████▏     | 2120/5000 [01:13<01:39, 28.97it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 425:  42%|████▏     | 2121/5000 [01:13<01:40, 28.62it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 425:  42%|████▎     | 2125/5000 [01:13<01:37, 29.58it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 425:  42%|████▎     | 2125/5000 [01:13<01:37, 29.58it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 426:  42%|████▎     | 2125/5000 [01:13<01:37, 29.58it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 426:  43%|████▎     | 2128/5000 [01:13<01:38, 29.03it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 426:  43%|████▎     | 2130/5000 [01:13<01:38, 29.03it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 427:  43%|████▎     | 2130/5000 [01:13<01:38, 29.03it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 427:  43%|████▎     | 2131/5000 [01:13<01:40, 28.55it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 427:  43%|████▎     | 2135/5000 [01:14<01:37, 29.46it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 427:  43%|████▎     | 2135/5000 [01:14<01:37, 29.46it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 428:  43%|████▎     | 2135/5000 [01:14<01:37, 29.46it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 428:  43%|████▎     | 2138/5000 [01:14<01:39, 28.70it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 428:  43%|████▎     | 2140/5000 [01:14<01:39, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 429:  43%|████▎     | 2140/5000 [01:14<01:39, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 429:  43%|████▎     | 2141/5000 [01:14<01:41, 28.09it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 429:  43%|████▎     | 2145/5000 [01:14<01:37, 29.17it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 429:  43%|████▎     | 2145/5000 [01:14<01:37, 29.17it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 430:  43%|████▎     | 2145/5000 [01:14<01:37, 29.17it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 430:  43%|████▎     | 2148/5000 [01:14<01:39, 28.77it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 430:  43%|████▎     | 2150/5000 [01:14<01:39, 28.77it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 431:  43%|████▎     | 2150/5000 [01:14<01:39, 28.77it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 431:  43%|████▎     | 2151/5000 [01:14<01:40, 28.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 431:  43%|████▎     | 2155/5000 [01:14<01:36, 29.50it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 431:  43%|████▎     | 2155/5000 [01:14<01:36, 29.50it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 432:  43%|████▎     | 2155/5000 [01:14<01:36, 29.50it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 432:  43%|████▎     | 2158/5000 [01:14<01:38, 29.00it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 432:  43%|████▎     | 2160/5000 [01:15<01:37, 29.00it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 433:  43%|████▎     | 2160/5000 [01:15<01:37, 29.00it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 433:  43%|████▎     | 2161/5000 [01:15<01:39, 28.46it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 433:  43%|████▎     | 2165/5000 [01:15<01:35, 29.57it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 433:  43%|████▎     | 2165/5000 [01:15<01:35, 29.57it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 434:  43%|████▎     | 2165/5000 [01:15<01:35, 29.57it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 434:  43%|████▎     | 2168/5000 [01:15<01:38, 28.65it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 434:  43%|████▎     | 2170/5000 [01:15<01:38, 28.65it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 435:  43%|████▎     | 2170/5000 [01:15<01:38, 28.65it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 435:  43%|████▎     | 2171/5000 [01:15<01:39, 28.34it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 435:  44%|████▎     | 2175/5000 [01:15<01:36, 29.38it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 435:  44%|████▎     | 2175/5000 [01:15<01:36, 29.38it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 436:  44%|████▎     | 2175/5000 [01:15<01:36, 29.38it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 436:  44%|████▎     | 2178/5000 [01:15<01:37, 28.92it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 436:  44%|████▎     | 2180/5000 [01:15<01:37, 28.92it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 437:  44%|████▎     | 2180/5000 [01:15<01:37, 28.92it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 437:  44%|████▎     | 2181/5000 [01:15<01:39, 28.43it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 437:  44%|████▎     | 2185/5000 [01:15<01:35, 29.45it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 437:  44%|████▎     | 2185/5000 [01:15<01:35, 29.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 438:  44%|████▎     | 2185/5000 [01:15<01:35, 29.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 438:  44%|████▍     | 2188/5000 [01:15<01:37, 28.87it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 438:  44%|████▍     | 2190/5000 [01:16<01:37, 28.87it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 439:  44%|████▍     | 2190/5000 [01:16<01:37, 28.87it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 439:  44%|████▍     | 2191/5000 [01:16<01:38, 28.40it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 439:  44%|████▍     | 2195/5000 [01:16<01:35, 29.29it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 439:  44%|████▍     | 2195/5000 [01:16<01:35, 29.29it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 440:  44%|████▍     | 2195/5000 [01:16<01:35, 29.29it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 440:  44%|████▍     | 2198/5000 [01:16<01:38, 28.56it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 440:  44%|████▍     | 2200/5000 [01:16<01:38, 28.56it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 441:  44%|████▍     | 2200/5000 [01:16<01:38, 28.56it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 441:  44%|████▍     | 2201/5000 [01:16<01:39, 28.14it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 441:  44%|████▍     | 2205/5000 [01:16<01:35, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 441:  44%|████▍     | 2205/5000 [01:16<01:35, 29.37it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 442:  44%|████▍     | 2205/5000 [01:16<01:35, 29.37it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 442:  44%|████▍     | 2208/5000 [01:16<01:37, 28.77it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 442:  44%|████▍     | 2210/5000 [01:16<01:36, 28.77it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 443:  44%|████▍     | 2210/5000 [01:16<01:36, 28.77it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 443:  44%|████▍     | 2211/5000 [01:16<01:38, 28.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 443:  44%|████▍     | 2215/5000 [01:16<01:33, 29.63it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 443:  44%|████▍     | 2215/5000 [01:16<01:33, 29.63it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 444:  44%|████▍     | 2215/5000 [01:16<01:33, 29.63it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 444:  44%|████▍     | 2218/5000 [01:17<01:35, 29.13it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 444:  44%|████▍     | 2220/5000 [01:17<01:35, 29.13it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 445:  44%|████▍     | 2220/5000 [01:17<01:35, 29.13it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 445:  44%|████▍     | 2221/5000 [01:17<01:36, 28.80it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 445:  44%|████▍     | 2225/5000 [01:17<01:32, 29.88it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 445:  44%|████▍     | 2225/5000 [01:17<01:32, 29.88it/s, datasets_total=11.3, priors_total=-0.975, total=10.3]
Epoch 446:  44%|████▍     | 2225/5000 [01:17<01:32, 29.88it/s, datasets_total=11.3, priors_total=-0.975, total=10.3]
Epoch 446:  45%|████▍     | 2228/5000 [01:17<01:34, 29.22it/s, datasets_total=11.3, priors_total=-0.975, total=10.3]
Epoch 446:  45%|████▍     | 2230/5000 [01:17<01:34, 29.22it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 447:  45%|████▍     | 2230/5000 [01:17<01:34, 29.22it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 447:  45%|████▍     | 2231/5000 [01:17<01:36, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 447:  45%|████▍     | 2235/5000 [01:17<01:33, 29.59it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 447:  45%|████▍     | 2235/5000 [01:17<01:33, 29.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 448:  45%|████▍     | 2235/5000 [01:17<01:33, 29.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 448:  45%|████▍     | 2238/5000 [01:17<01:35, 29.03it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 448:  45%|████▍     | 2240/5000 [01:17<01:35, 29.03it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 449:  45%|████▍     | 2240/5000 [01:17<01:35, 29.03it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 449:  45%|████▍     | 2241/5000 [01:17<01:37, 28.42it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 449:  45%|████▍     | 2245/5000 [01:17<01:34, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 449:  45%|████▍     | 2245/5000 [01:17<01:34, 29.21it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 450:  45%|████▍     | 2245/5000 [01:17<01:34, 29.21it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 450:  45%|████▍     | 2248/5000 [01:18<01:36, 28.46it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 450:  45%|████▌     | 2250/5000 [01:18<01:36, 28.46it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 451:  45%|████▌     | 2250/5000 [01:18<01:36, 28.46it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 451:  45%|████▌     | 2251/5000 [01:18<01:37, 28.06it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 451:  45%|████▌     | 2255/5000 [01:18<01:34, 28.99it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 451:  45%|████▌     | 2255/5000 [01:18<01:34, 28.99it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 452:  45%|████▌     | 2255/5000 [01:18<01:34, 28.99it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 452:  45%|████▌     | 2258/5000 [01:18<01:36, 28.43it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 452:  45%|████▌     | 2260/5000 [01:18<01:36, 28.43it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 453:  45%|████▌     | 2260/5000 [01:18<01:36, 28.43it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 453:  45%|████▌     | 2261/5000 [01:18<01:37, 28.16it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 453:  45%|████▌     | 2265/5000 [01:18<01:33, 29.19it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 453:  45%|████▌     | 2265/5000 [01:18<01:33, 29.19it/s, datasets_total=11.3, priors_total=-0.987, total=10.3]
Epoch 454:  45%|████▌     | 2265/5000 [01:18<01:33, 29.19it/s, datasets_total=11.3, priors_total=-0.987, total=10.3]
Epoch 454:  45%|████▌     | 2268/5000 [01:18<01:34, 28.79it/s, datasets_total=11.3, priors_total=-0.987, total=10.3]
Epoch 454:  45%|████▌     | 2270/5000 [01:18<01:34, 28.79it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 455:  45%|████▌     | 2270/5000 [01:18<01:34, 28.79it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 455:  45%|████▌     | 2271/5000 [01:18<01:35, 28.50it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 455:  46%|████▌     | 2275/5000 [01:18<01:31, 29.66it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 455:  46%|████▌     | 2275/5000 [01:18<01:31, 29.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 456:  46%|████▌     | 2275/5000 [01:18<01:31, 29.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 456:  46%|████▌     | 2278/5000 [01:19<01:33, 29.08it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 456:  46%|████▌     | 2280/5000 [01:19<01:33, 29.08it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 457:  46%|████▌     | 2280/5000 [01:19<01:33, 29.08it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 457:  46%|████▌     | 2281/5000 [01:19<01:34, 28.69it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 457:  46%|████▌     | 2285/5000 [01:19<01:31, 29.57it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 457:  46%|████▌     | 2285/5000 [01:19<01:31, 29.57it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 458:  46%|████▌     | 2285/5000 [01:19<01:31, 29.57it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 458:  46%|████▌     | 2288/5000 [01:19<01:33, 28.86it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 458:  46%|████▌     | 2290/5000 [01:19<01:33, 28.86it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 459:  46%|████▌     | 2290/5000 [01:19<01:33, 28.86it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 459:  46%|████▌     | 2291/5000 [01:19<01:35, 28.29it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 459:  46%|████▌     | 2295/5000 [01:19<01:32, 29.22it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 459:  46%|████▌     | 2295/5000 [01:19<01:32, 29.22it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 460:  46%|████▌     | 2295/5000 [01:19<01:32, 29.22it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 460:  46%|████▌     | 2298/5000 [01:19<01:35, 28.31it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 460:  46%|████▌     | 2300/5000 [01:19<01:35, 28.31it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 461:  46%|████▌     | 2300/5000 [01:19<01:35, 28.31it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 461:  46%|████▌     | 2301/5000 [01:19<01:36, 27.84it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 461:  46%|████▌     | 2305/5000 [01:20<01:33, 28.69it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 461:  46%|████▌     | 2305/5000 [01:20<01:33, 28.69it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 462:  46%|████▌     | 2305/5000 [01:20<01:33, 28.69it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 462:  46%|████▌     | 2308/5000 [01:20<01:35, 28.12it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 462:  46%|████▌     | 2310/5000 [01:20<01:35, 28.12it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 463:  46%|████▌     | 2310/5000 [01:20<01:35, 28.12it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 463:  46%|████▌     | 2311/5000 [01:20<01:37, 27.45it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 463:  46%|████▋     | 2315/5000 [01:20<01:34, 28.31it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 463:  46%|████▋     | 2315/5000 [01:20<01:34, 28.31it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 464:  46%|████▋     | 2315/5000 [01:20<01:34, 28.31it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 464:  46%|████▋     | 2318/5000 [01:20<01:36, 27.90it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 464:  46%|████▋     | 2320/5000 [01:20<01:36, 27.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 465:  46%|████▋     | 2320/5000 [01:20<01:36, 27.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 465:  46%|████▋     | 2321/5000 [01:20<01:37, 27.54it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 465:  46%|████▋     | 2325/5000 [01:20<01:33, 28.59it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 465:  46%|████▋     | 2325/5000 [01:20<01:33, 28.59it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 466:  46%|████▋     | 2325/5000 [01:20<01:33, 28.59it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 466:  47%|████▋     | 2328/5000 [01:20<01:34, 28.37it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 466:  47%|████▋     | 2330/5000 [01:20<01:34, 28.37it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 467:  47%|████▋     | 2330/5000 [01:20<01:34, 28.37it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 467:  47%|████▋     | 2331/5000 [01:20<01:34, 28.20it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 467:  47%|████▋     | 2335/5000 [01:21<01:31, 29.27it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 467:  47%|████▋     | 2335/5000 [01:21<01:31, 29.27it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 468:  47%|████▋     | 2335/5000 [01:21<01:31, 29.27it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 468:  47%|████▋     | 2338/5000 [01:21<01:32, 28.78it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 468:  47%|████▋     | 2340/5000 [01:21<01:32, 28.78it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 469:  47%|████▋     | 2340/5000 [01:21<01:32, 28.78it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 469:  47%|████▋     | 2341/5000 [01:21<01:34, 28.24it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 469:  47%|████▋     | 2345/5000 [01:21<01:30, 29.37it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 469:  47%|████▋     | 2345/5000 [01:21<01:30, 29.37it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 470:  47%|████▋     | 2345/5000 [01:21<01:30, 29.37it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 470:  47%|████▋     | 2348/5000 [01:21<01:31, 28.87it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 470:  47%|████▋     | 2350/5000 [01:21<01:31, 28.87it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 471:  47%|████▋     | 2350/5000 [01:21<01:31, 28.87it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 471:  47%|████▋     | 2351/5000 [01:21<01:32, 28.51it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 471:  47%|████▋     | 2355/5000 [01:21<01:31, 29.01it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 471:  47%|████▋     | 2355/5000 [01:21<01:31, 29.01it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 472:  47%|████▋     | 2355/5000 [01:21<01:31, 29.01it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 472:  47%|████▋     | 2358/5000 [01:21<01:32, 28.45it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 472:  47%|████▋     | 2360/5000 [01:21<01:32, 28.45it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 473:  47%|████▋     | 2360/5000 [01:21<01:32, 28.45it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 473:  47%|████▋     | 2361/5000 [01:21<01:33, 28.16it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 473:  47%|████▋     | 2365/5000 [01:22<01:30, 29.19it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 473:  47%|████▋     | 2365/5000 [01:22<01:30, 29.19it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 474:  47%|████▋     | 2365/5000 [01:22<01:30, 29.19it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 474:  47%|████▋     | 2368/5000 [01:22<01:32, 28.43it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 474:  47%|████▋     | 2370/5000 [01:22<01:32, 28.43it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 475:  47%|████▋     | 2370/5000 [01:22<01:32, 28.43it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 475:  47%|████▋     | 2371/5000 [01:22<01:34, 27.87it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 475:  48%|████▊     | 2375/5000 [01:22<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 475:  48%|████▊     | 2375/5000 [01:22<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 476:  48%|████▊     | 2375/5000 [01:22<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 476:  48%|████▊     | 2378/5000 [01:22<01:32, 28.42it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 476:  48%|████▊     | 2380/5000 [01:22<01:32, 28.42it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 477:  48%|████▊     | 2380/5000 [01:22<01:32, 28.42it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 477:  48%|████▊     | 2381/5000 [01:22<01:33, 27.91it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 477:  48%|████▊     | 2385/5000 [01:22<01:30, 28.98it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 477:  48%|████▊     | 2385/5000 [01:22<01:30, 28.98it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 478:  48%|████▊     | 2385/5000 [01:22<01:30, 28.98it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 478:  48%|████▊     | 2388/5000 [01:22<01:32, 28.37it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 478:  48%|████▊     | 2390/5000 [01:23<01:32, 28.37it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 479:  48%|████▊     | 2390/5000 [01:23<01:32, 28.37it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 479:  48%|████▊     | 2391/5000 [01:23<01:33, 27.79it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 479:  48%|████▊     | 2395/5000 [01:23<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 479:  48%|████▊     | 2395/5000 [01:23<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 480:  48%|████▊     | 2395/5000 [01:23<01:30, 28.86it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 480:  48%|████▊     | 2398/5000 [01:23<01:31, 28.31it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 480:  48%|████▊     | 2400/5000 [01:23<01:31, 28.31it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 481:  48%|████▊     | 2400/5000 [01:23<01:31, 28.31it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 481:  48%|████▊     | 2401/5000 [01:23<01:33, 27.91it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 481:  48%|████▊     | 2405/5000 [01:23<01:29, 29.00it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 481:  48%|████▊     | 2405/5000 [01:23<01:29, 29.00it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 482:  48%|████▊     | 2405/5000 [01:23<01:29, 29.00it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 482:  48%|████▊     | 2408/5000 [01:23<01:31, 28.42it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 482:  48%|████▊     | 2410/5000 [01:23<01:31, 28.42it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 483:  48%|████▊     | 2410/5000 [01:23<01:31, 28.42it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 483:  48%|████▊     | 2411/5000 [01:23<01:33, 27.82it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 483:  48%|████▊     | 2415/5000 [01:23<01:30, 28.55it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 483:  48%|████▊     | 2415/5000 [01:23<01:30, 28.55it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 484:  48%|████▊     | 2415/5000 [01:23<01:30, 28.55it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 484:  48%|████▊     | 2418/5000 [01:24<01:32, 27.85it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 484:  48%|████▊     | 2420/5000 [01:24<01:32, 27.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 485:  48%|████▊     | 2420/5000 [01:24<01:32, 27.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 485:  48%|████▊     | 2421/5000 [01:24<01:34, 27.32it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 485:  48%|████▊     | 2424/5000 [01:24<01:31, 28.01it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 485:  48%|████▊     | 2425/5000 [01:24<01:31, 28.01it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 486:  48%|████▊     | 2425/5000 [01:24<01:31, 28.01it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 486:  49%|████▊     | 2427/5000 [01:24<01:33, 27.38it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 486:  49%|████▊     | 2430/5000 [01:24<01:33, 27.38it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 487:  49%|████▊     | 2430/5000 [01:24<01:33, 27.38it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 487:  49%|████▊     | 2431/5000 [01:24<01:33, 27.37it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 487:  49%|████▊     | 2435/5000 [01:24<01:30, 28.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 487:  49%|████▊     | 2435/5000 [01:24<01:30, 28.31it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 488:  49%|████▊     | 2435/5000 [01:24<01:30, 28.31it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 488:  49%|████▉     | 2438/5000 [01:24<01:32, 27.83it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 488:  49%|████▉     | 2440/5000 [01:24<01:31, 27.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 489:  49%|████▉     | 2440/5000 [01:24<01:31, 27.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 489:  49%|████▉     | 2441/5000 [01:24<01:32, 27.55it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 489:  49%|████▉     | 2445/5000 [01:24<01:29, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 489:  49%|████▉     | 2445/5000 [01:24<01:29, 28.60it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 490:  49%|████▉     | 2445/5000 [01:24<01:29, 28.60it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 490:  49%|████▉     | 2448/5000 [01:25<01:30, 28.11it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 490:  49%|████▉     | 2450/5000 [01:25<01:30, 28.11it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 491:  49%|████▉     | 2450/5000 [01:25<01:30, 28.11it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 491:  49%|████▉     | 2451/5000 [01:25<01:31, 27.79it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 491:  49%|████▉     | 2455/5000 [01:25<01:28, 28.68it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 491:  49%|████▉     | 2455/5000 [01:25<01:28, 28.68it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 492:  49%|████▉     | 2455/5000 [01:25<01:28, 28.68it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 492:  49%|████▉     | 2458/5000 [01:25<01:30, 28.05it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 492:  49%|████▉     | 2460/5000 [01:25<01:30, 28.05it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 493:  49%|████▉     | 2460/5000 [01:25<01:30, 28.05it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 493:  49%|████▉     | 2461/5000 [01:25<01:32, 27.55it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 493:  49%|████▉     | 2465/5000 [01:25<01:28, 28.54it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 493:  49%|████▉     | 2465/5000 [01:25<01:28, 28.54it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 494:  49%|████▉     | 2465/5000 [01:25<01:28, 28.54it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 494:  49%|████▉     | 2468/5000 [01:25<01:30, 27.92it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 494:  49%|████▉     | 2470/5000 [01:25<01:30, 27.92it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 495:  49%|████▉     | 2470/5000 [01:25<01:30, 27.92it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 495:  49%|████▉     | 2471/5000 [01:25<01:31, 27.57it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 495:  50%|████▉     | 2475/5000 [01:26<01:28, 28.44it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 495:  50%|████▉     | 2475/5000 [01:26<01:28, 28.44it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 496:  50%|████▉     | 2475/5000 [01:26<01:28, 28.44it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 496:  50%|████▉     | 2478/5000 [01:26<01:30, 27.76it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 496:  50%|████▉     | 2480/5000 [01:26<01:30, 27.76it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 497:  50%|████▉     | 2480/5000 [01:26<01:30, 27.76it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 497:  50%|████▉     | 2481/5000 [01:26<01:32, 27.32it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 497:  50%|████▉     | 2485/5000 [01:26<01:28, 28.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 497:  50%|████▉     | 2485/5000 [01:26<01:28, 28.27it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 498:  50%|████▉     | 2485/5000 [01:26<01:28, 28.27it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 498:  50%|████▉     | 2488/5000 [01:26<01:29, 27.95it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 498:  50%|████▉     | 2490/5000 [01:26<01:29, 27.95it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 499:  50%|████▉     | 2490/5000 [01:26<01:29, 27.95it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 499:  50%|████▉     | 2491/5000 [01:26<01:32, 26.98it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 499:  50%|████▉     | 2495/5000 [01:26<01:28, 28.21it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 499:  50%|████▉     | 2495/5000 [01:26<01:28, 28.21it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 500:  50%|████▉     | 2495/5000 [01:26<01:28, 28.21it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 500:  50%|████▉     | 2498/5000 [01:26<01:29, 27.83it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 500:  50%|█████     | 2500/5000 [01:26<01:29, 27.83it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 501:  50%|█████     | 2500/5000 [01:26<01:29, 27.83it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 501:  50%|█████     | 2501/5000 [01:26<01:30, 27.51it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 501:  50%|█████     | 2505/5000 [01:27<01:26, 28.69it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 501:  50%|█████     | 2505/5000 [01:27<01:26, 28.69it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 502:  50%|█████     | 2505/5000 [01:27<01:26, 28.69it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 502:  50%|█████     | 2508/5000 [01:27<01:28, 28.20it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 502:  50%|█████     | 2510/5000 [01:27<01:28, 28.20it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 503:  50%|█████     | 2510/5000 [01:27<01:28, 28.20it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 503:  50%|█████     | 2511/5000 [01:27<01:30, 27.64it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 503:  50%|█████     | 2515/5000 [01:27<01:27, 28.50it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 503:  50%|█████     | 2515/5000 [01:27<01:27, 28.50it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 504:  50%|█████     | 2515/5000 [01:27<01:27, 28.50it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 504:  50%|█████     | 2518/5000 [01:27<01:28, 27.95it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 504:  50%|█████     | 2520/5000 [01:27<01:28, 27.95it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 505:  50%|█████     | 2520/5000 [01:27<01:28, 27.95it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 505:  50%|█████     | 2521/5000 [01:27<01:29, 27.65it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 505:  50%|█████     | 2525/5000 [01:27<01:26, 28.67it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 505:  50%|█████     | 2525/5000 [01:27<01:26, 28.67it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 506:  50%|█████     | 2525/5000 [01:27<01:26, 28.67it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 506:  51%|█████     | 2528/5000 [01:27<01:27, 28.40it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 506:  51%|█████     | 2530/5000 [01:28<01:26, 28.40it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 507:  51%|█████     | 2530/5000 [01:28<01:26, 28.40it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 507:  51%|█████     | 2531/5000 [01:28<01:28, 28.01it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 507:  51%|█████     | 2535/5000 [01:28<01:25, 28.88it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 507:  51%|█████     | 2535/5000 [01:28<01:25, 28.88it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 508:  51%|█████     | 2535/5000 [01:28<01:25, 28.88it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 508:  51%|█████     | 2538/5000 [01:28<01:26, 28.33it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 508:  51%|█████     | 2540/5000 [01:28<01:26, 28.33it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 509:  51%|█████     | 2540/5000 [01:28<01:26, 28.33it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 509:  51%|█████     | 2541/5000 [01:28<01:28, 27.90it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 509:  51%|█████     | 2545/5000 [01:28<01:24, 29.09it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 509:  51%|█████     | 2545/5000 [01:28<01:24, 29.09it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 510:  51%|█████     | 2545/5000 [01:28<01:24, 29.09it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 510:  51%|█████     | 2548/5000 [01:28<01:25, 28.57it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 510:  51%|█████     | 2550/5000 [01:28<01:25, 28.57it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 511:  51%|█████     | 2550/5000 [01:28<01:25, 28.57it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 511:  51%|█████     | 2551/5000 [01:28<01:26, 28.25it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 511:  51%|█████     | 2555/5000 [01:28<01:22, 29.46it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 511:  51%|█████     | 2555/5000 [01:28<01:22, 29.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 512:  51%|█████     | 2555/5000 [01:28<01:22, 29.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 512:  51%|█████     | 2558/5000 [01:28<01:24, 29.04it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 512:  51%|█████     | 2560/5000 [01:29<01:24, 29.04it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 513:  51%|█████     | 2560/5000 [01:29<01:24, 29.04it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 513:  51%|█████     | 2561/5000 [01:29<01:25, 28.64it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 513:  51%|█████▏    | 2565/5000 [01:29<01:21, 29.76it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 513:  51%|█████▏    | 2565/5000 [01:29<01:21, 29.76it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 514:  51%|█████▏    | 2565/5000 [01:29<01:21, 29.76it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 514:  51%|█████▏    | 2568/5000 [01:29<01:23, 29.15it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 514:  51%|█████▏    | 2570/5000 [01:29<01:23, 29.15it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 515:  51%|█████▏    | 2570/5000 [01:29<01:23, 29.15it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 515:  51%|█████▏    | 2571/5000 [01:29<01:24, 28.69it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 515:  52%|█████▏    | 2575/5000 [01:29<01:21, 29.66it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 515:  52%|█████▏    | 2575/5000 [01:29<01:21, 29.66it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 516:  52%|█████▏    | 2575/5000 [01:29<01:21, 29.66it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 516:  52%|█████▏    | 2578/5000 [01:29<01:23, 29.16it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 516:  52%|█████▏    | 2580/5000 [01:29<01:22, 29.16it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 517:  52%|█████▏    | 2580/5000 [01:29<01:22, 29.16it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 517:  52%|█████▏    | 2581/5000 [01:29<01:24, 28.69it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 517:  52%|█████▏    | 2585/5000 [01:29<01:21, 29.62it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 517:  52%|█████▏    | 2585/5000 [01:29<01:21, 29.62it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 518:  52%|█████▏    | 2585/5000 [01:29<01:21, 29.62it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 518:  52%|█████▏    | 2588/5000 [01:30<01:23, 29.06it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 518:  52%|█████▏    | 2590/5000 [01:30<01:22, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 519:  52%|█████▏    | 2590/5000 [01:30<01:22, 29.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 519:  52%|█████▏    | 2591/5000 [01:30<01:24, 28.53it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 519:  52%|█████▏    | 2595/5000 [01:30<01:21, 29.42it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 519:  52%|█████▏    | 2595/5000 [01:30<01:21, 29.42it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 520:  52%|█████▏    | 2595/5000 [01:30<01:21, 29.42it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 520:  52%|█████▏    | 2598/5000 [01:30<01:23, 28.74it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 520:  52%|█████▏    | 2600/5000 [01:30<01:23, 28.74it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 521:  52%|█████▏    | 2600/5000 [01:30<01:23, 28.74it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 521:  52%|█████▏    | 2601/5000 [01:30<01:24, 28.35it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 521:  52%|█████▏    | 2605/5000 [01:30<01:20, 29.58it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 521:  52%|█████▏    | 2605/5000 [01:30<01:20, 29.58it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 522:  52%|█████▏    | 2605/5000 [01:30<01:20, 29.58it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 522:  52%|█████▏    | 2608/5000 [01:30<01:22, 28.87it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 522:  52%|█████▏    | 2610/5000 [01:30<01:22, 28.87it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 523:  52%|█████▏    | 2610/5000 [01:30<01:22, 28.87it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 523:  52%|█████▏    | 2611/5000 [01:30<01:23, 28.53it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 523:  52%|█████▏    | 2615/5000 [01:30<01:20, 29.53it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 523:  52%|█████▏    | 2615/5000 [01:30<01:20, 29.53it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 524:  52%|█████▏    | 2615/5000 [01:30<01:20, 29.53it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 524:  52%|█████▏    | 2618/5000 [01:31<01:22, 29.01it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 524:  52%|█████▏    | 2620/5000 [01:31<01:22, 29.01it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 525:  52%|█████▏    | 2620/5000 [01:31<01:22, 29.01it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 525:  52%|█████▏    | 2621/5000 [01:31<01:22, 28.69it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 525:  52%|█████▎    | 2625/5000 [01:31<01:19, 29.72it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 525:  52%|█████▎    | 2625/5000 [01:31<01:19, 29.72it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 526:  52%|█████▎    | 2625/5000 [01:31<01:19, 29.72it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 526:  53%|█████▎    | 2628/5000 [01:31<01:21, 29.08it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 526:  53%|█████▎    | 2630/5000 [01:31<01:21, 29.08it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 527:  53%|█████▎    | 2630/5000 [01:31<01:21, 29.08it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 527:  53%|█████▎    | 2631/5000 [01:31<01:22, 28.65it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 527:  53%|█████▎    | 2635/5000 [01:31<01:19, 29.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 527:  53%|█████▎    | 2635/5000 [01:31<01:19, 29.70it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 528:  53%|█████▎    | 2635/5000 [01:31<01:19, 29.70it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 528:  53%|█████▎    | 2638/5000 [01:31<01:21, 29.03it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 528:  53%|█████▎    | 2640/5000 [01:31<01:21, 29.03it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 529:  53%|█████▎    | 2640/5000 [01:31<01:21, 29.03it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 529:  53%|█████▎    | 2641/5000 [01:31<01:22, 28.62it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 529:  53%|█████▎    | 2645/5000 [01:31<01:19, 29.59it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 529:  53%|█████▎    | 2645/5000 [01:31<01:19, 29.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 530:  53%|█████▎    | 2645/5000 [01:31<01:19, 29.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 530:  53%|█████▎    | 2648/5000 [01:32<01:21, 28.87it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 530:  53%|█████▎    | 2650/5000 [01:32<01:21, 28.87it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 531:  53%|█████▎    | 2650/5000 [01:32<01:21, 28.87it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 531:  53%|█████▎    | 2651/5000 [01:32<01:23, 28.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 531:  53%|█████▎    | 2655/5000 [01:32<01:20, 29.17it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 531:  53%|█████▎    | 2655/5000 [01:32<01:20, 29.17it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 532:  53%|█████▎    | 2655/5000 [01:32<01:20, 29.17it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 532:  53%|█████▎    | 2658/5000 [01:32<01:21, 28.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 532:  53%|█████▎    | 2660/5000 [01:32<01:21, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 533:  53%|█████▎    | 2660/5000 [01:32<01:21, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 533:  53%|█████▎    | 2661/5000 [01:32<01:22, 28.33it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 533:  53%|█████▎    | 2665/5000 [01:32<01:20, 29.10it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 533:  53%|█████▎    | 2665/5000 [01:32<01:20, 29.10it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 534:  53%|█████▎    | 2665/5000 [01:32<01:20, 29.10it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 534:  53%|█████▎    | 2668/5000 [01:32<01:21, 28.65it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 534:  53%|█████▎    | 2670/5000 [01:32<01:21, 28.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 535:  53%|█████▎    | 2670/5000 [01:32<01:21, 28.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 535:  53%|█████▎    | 2671/5000 [01:32<01:21, 28.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 535:  54%|█████▎    | 2675/5000 [01:33<01:18, 29.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 535:  54%|█████▎    | 2675/5000 [01:33<01:18, 29.54it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 536:  54%|█████▎    | 2675/5000 [01:33<01:18, 29.54it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 536:  54%|█████▎    | 2678/5000 [01:33<01:20, 28.98it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 536:  54%|█████▎    | 2680/5000 [01:33<01:20, 28.98it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 537:  54%|█████▎    | 2680/5000 [01:33<01:20, 28.98it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 537:  54%|█████▎    | 2681/5000 [01:33<01:21, 28.54it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 537:  54%|█████▎    | 2685/5000 [01:33<01:19, 29.20it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 537:  54%|█████▎    | 2685/5000 [01:33<01:19, 29.20it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 538:  54%|█████▎    | 2685/5000 [01:33<01:19, 29.20it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 538:  54%|█████▍    | 2688/5000 [01:33<01:20, 28.74it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 538:  54%|█████▍    | 2690/5000 [01:33<01:20, 28.74it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 539:  54%|█████▍    | 2690/5000 [01:33<01:20, 28.74it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 539:  54%|█████▍    | 2691/5000 [01:33<01:21, 28.40it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 539:  54%|█████▍    | 2695/5000 [01:33<01:17, 29.59it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 539:  54%|█████▍    | 2695/5000 [01:33<01:17, 29.59it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 540:  54%|█████▍    | 2695/5000 [01:33<01:17, 29.59it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 540:  54%|█████▍    | 2698/5000 [01:33<01:19, 28.90it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 540:  54%|█████▍    | 2700/5000 [01:33<01:19, 28.90it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 541:  54%|█████▍    | 2700/5000 [01:33<01:19, 28.90it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 541:  54%|█████▍    | 2701/5000 [01:33<01:21, 28.28it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 541:  54%|█████▍    | 2705/5000 [01:34<01:19, 29.03it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 541:  54%|█████▍    | 2705/5000 [01:34<01:19, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 542:  54%|█████▍    | 2705/5000 [01:34<01:19, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 542:  54%|█████▍    | 2708/5000 [01:34<01:20, 28.40it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 542:  54%|█████▍    | 2710/5000 [01:34<01:20, 28.40it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 543:  54%|█████▍    | 2710/5000 [01:34<01:20, 28.40it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 543:  54%|█████▍    | 2711/5000 [01:34<01:21, 27.93it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 543:  54%|█████▍    | 2715/5000 [01:34<01:18, 28.94it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 543:  54%|█████▍    | 2715/5000 [01:34<01:18, 28.94it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 544:  54%|█████▍    | 2715/5000 [01:34<01:18, 28.94it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 544:  54%|█████▍    | 2718/5000 [01:34<01:20, 28.37it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 544:  54%|█████▍    | 2720/5000 [01:34<01:20, 28.37it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 545:  54%|█████▍    | 2720/5000 [01:34<01:20, 28.37it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 545:  54%|█████▍    | 2721/5000 [01:34<01:21, 28.10it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 545:  55%|█████▍    | 2725/5000 [01:34<01:17, 29.21it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 545:  55%|█████▍    | 2725/5000 [01:34<01:17, 29.21it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 546:  55%|█████▍    | 2725/5000 [01:34<01:17, 29.21it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 546:  55%|█████▍    | 2728/5000 [01:34<01:18, 28.76it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 546:  55%|█████▍    | 2730/5000 [01:34<01:18, 28.76it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 547:  55%|█████▍    | 2730/5000 [01:34<01:18, 28.76it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 547:  55%|█████▍    | 2731/5000 [01:34<01:19, 28.48it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 547:  55%|█████▍    | 2735/5000 [01:35<01:16, 29.60it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 547:  55%|█████▍    | 2735/5000 [01:35<01:16, 29.60it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 548:  55%|█████▍    | 2735/5000 [01:35<01:16, 29.60it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 548:  55%|█████▍    | 2738/5000 [01:35<01:17, 29.13it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 548:  55%|█████▍    | 2740/5000 [01:35<01:17, 29.13it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 549:  55%|█████▍    | 2740/5000 [01:35<01:17, 29.13it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 549:  55%|█████▍    | 2741/5000 [01:35<01:18, 28.69it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 549:  55%|█████▍    | 2745/5000 [01:35<01:15, 29.74it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 549:  55%|█████▍    | 2745/5000 [01:35<01:15, 29.74it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 550:  55%|█████▍    | 2745/5000 [01:35<01:15, 29.74it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 550:  55%|█████▍    | 2748/5000 [01:35<01:17, 29.07it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 550:  55%|█████▌    | 2750/5000 [01:35<01:17, 29.07it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 551:  55%|█████▌    | 2750/5000 [01:35<01:17, 29.07it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 551:  55%|█████▌    | 2751/5000 [01:35<01:18, 28.61it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 551:  55%|█████▌    | 2755/5000 [01:35<01:15, 29.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 551:  55%|█████▌    | 2755/5000 [01:35<01:15, 29.59it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 552:  55%|█████▌    | 2755/5000 [01:35<01:15, 29.59it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 552:  55%|█████▌    | 2758/5000 [01:35<01:17, 28.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 552:  55%|█████▌    | 2760/5000 [01:35<01:17, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 553:  55%|█████▌    | 2760/5000 [01:35<01:17, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 553:  55%|█████▌    | 2761/5000 [01:36<01:18, 28.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 553:  55%|█████▌    | 2765/5000 [01:36<01:16, 29.37it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 553:  55%|█████▌    | 2765/5000 [01:36<01:16, 29.37it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 554:  55%|█████▌    | 2765/5000 [01:36<01:16, 29.37it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 554:  55%|█████▌    | 2768/5000 [01:36<01:17, 28.70it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 554:  55%|█████▌    | 2770/5000 [01:36<01:17, 28.70it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 555:  55%|█████▌    | 2770/5000 [01:36<01:17, 28.70it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 555:  55%|█████▌    | 2771/5000 [01:36<01:18, 28.23it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 555:  56%|█████▌    | 2775/5000 [01:36<01:16, 29.06it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 555:  56%|█████▌    | 2775/5000 [01:36<01:16, 29.06it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 556:  56%|█████▌    | 2775/5000 [01:36<01:16, 29.06it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 556:  56%|█████▌    | 2778/5000 [01:36<01:17, 28.56it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 556:  56%|█████▌    | 2780/5000 [01:36<01:17, 28.56it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 557:  56%|█████▌    | 2780/5000 [01:36<01:17, 28.56it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 557:  56%|█████▌    | 2781/5000 [01:36<01:18, 28.15it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 557:  56%|█████▌    | 2785/5000 [01:36<01:15, 29.41it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 557:  56%|█████▌    | 2785/5000 [01:36<01:15, 29.41it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 558:  56%|█████▌    | 2785/5000 [01:36<01:15, 29.41it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 558:  56%|█████▌    | 2788/5000 [01:36<01:16, 29.00it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 558:  56%|█████▌    | 2790/5000 [01:37<01:16, 29.00it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 559:  56%|█████▌    | 2790/5000 [01:37<01:16, 29.00it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 559:  56%|█████▌    | 2791/5000 [01:37<01:17, 28.51it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 559:  56%|█████▌    | 2795/5000 [01:37<01:14, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 559:  56%|█████▌    | 2795/5000 [01:37<01:14, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 560:  56%|█████▌    | 2795/5000 [01:37<01:14, 29.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 560:  56%|█████▌    | 2798/5000 [01:37<01:15, 29.01it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 560:  56%|█████▌    | 2800/5000 [01:37<01:15, 29.01it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 561:  56%|█████▌    | 2800/5000 [01:37<01:15, 29.01it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 561:  56%|█████▌    | 2801/5000 [01:37<01:17, 28.55it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 561:  56%|█████▌    | 2805/5000 [01:37<01:14, 29.44it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 561:  56%|█████▌    | 2805/5000 [01:37<01:14, 29.44it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 562:  56%|█████▌    | 2805/5000 [01:37<01:14, 29.44it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 562:  56%|█████▌    | 2808/5000 [01:37<01:16, 28.75it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 562:  56%|█████▌    | 2810/5000 [01:37<01:16, 28.75it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 563:  56%|█████▌    | 2810/5000 [01:37<01:16, 28.75it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 563:  56%|█████▌    | 2811/5000 [01:37<01:17, 28.18it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 563:  56%|█████▋    | 2815/5000 [01:37<01:15, 29.11it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 563:  56%|█████▋    | 2815/5000 [01:37<01:15, 29.11it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 564:  56%|█████▋    | 2815/5000 [01:37<01:15, 29.11it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 564:  56%|█████▋    | 2818/5000 [01:37<01:16, 28.67it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 564:  56%|█████▋    | 2820/5000 [01:38<01:16, 28.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 565:  56%|█████▋    | 2820/5000 [01:38<01:16, 28.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 565:  56%|█████▋    | 2821/5000 [01:38<01:17, 28.25it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 565:  56%|█████▋    | 2825/5000 [01:38<01:14, 29.23it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 565:  56%|█████▋    | 2825/5000 [01:38<01:14, 29.23it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 566:  56%|█████▋    | 2825/5000 [01:38<01:14, 29.23it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 566:  57%|█████▋    | 2828/5000 [01:38<01:15, 28.59it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 566:  57%|█████▋    | 2830/5000 [01:38<01:15, 28.59it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 567:  57%|█████▋    | 2830/5000 [01:38<01:15, 28.59it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 567:  57%|█████▋    | 2831/5000 [01:38<01:17, 27.88it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 567:  57%|█████▋    | 2835/5000 [01:38<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 567:  57%|█████▋    | 2835/5000 [01:38<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 568:  57%|█████▋    | 2835/5000 [01:38<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 568:  57%|█████▋    | 2838/5000 [01:38<01:16, 28.38it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 568:  57%|█████▋    | 2840/5000 [01:38<01:16, 28.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 569:  57%|█████▋    | 2840/5000 [01:38<01:16, 28.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 569:  57%|█████▋    | 2841/5000 [01:38<01:16, 28.17it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 569:  57%|█████▋    | 2845/5000 [01:38<01:13, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 569:  57%|█████▋    | 2845/5000 [01:38<01:13, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 570:  57%|█████▋    | 2845/5000 [01:38<01:13, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 570:  57%|█████▋    | 2848/5000 [01:39<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 570:  57%|█████▋    | 2850/5000 [01:39<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 571:  57%|█████▋    | 2850/5000 [01:39<01:14, 28.87it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 571:  57%|█████▋    | 2851/5000 [01:39<01:15, 28.51it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 571:  57%|█████▋    | 2855/5000 [01:39<01:12, 29.56it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 571:  57%|█████▋    | 2855/5000 [01:39<01:12, 29.56it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 572:  57%|█████▋    | 2855/5000 [01:39<01:12, 29.56it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 572:  57%|█████▋    | 2858/5000 [01:39<01:13, 28.95it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 572:  57%|█████▋    | 2860/5000 [01:39<01:13, 28.95it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 573:  57%|█████▋    | 2860/5000 [01:39<01:13, 28.95it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 573:  57%|█████▋    | 2861/5000 [01:39<01:14, 28.61it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 573:  57%|█████▋    | 2865/5000 [01:39<01:12, 29.64it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 573:  57%|█████▋    | 2865/5000 [01:39<01:12, 29.64it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 574:  57%|█████▋    | 2865/5000 [01:39<01:12, 29.64it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 574:  57%|█████▋    | 2868/5000 [01:39<01:13, 29.01it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 574:  57%|█████▋    | 2870/5000 [01:39<01:13, 29.01it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 575:  57%|█████▋    | 2870/5000 [01:39<01:13, 29.01it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 575:  57%|█████▋    | 2871/5000 [01:39<01:15, 28.32it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 575:  57%|█████▊    | 2875/5000 [01:39<01:12, 29.29it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 575:  57%|█████▊    | 2875/5000 [01:39<01:12, 29.29it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 576:  57%|█████▊    | 2875/5000 [01:39<01:12, 29.29it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 576:  58%|█████▊    | 2878/5000 [01:40<01:14, 28.58it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 576:  58%|█████▊    | 2880/5000 [01:40<01:14, 28.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 577:  58%|█████▊    | 2880/5000 [01:40<01:14, 28.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 577:  58%|█████▊    | 2881/5000 [01:40<01:15, 28.13it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 577:  58%|█████▊    | 2885/5000 [01:40<01:12, 29.06it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 577:  58%|█████▊    | 2885/5000 [01:40<01:12, 29.06it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 578:  58%|█████▊    | 2885/5000 [01:40<01:12, 29.06it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 578:  58%|█████▊    | 2888/5000 [01:40<01:14, 28.42it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 578:  58%|█████▊    | 2890/5000 [01:40<01:14, 28.42it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 579:  58%|█████▊    | 2890/5000 [01:40<01:14, 28.42it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 579:  58%|█████▊    | 2891/5000 [01:40<01:14, 28.23it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 579:  58%|█████▊    | 2895/5000 [01:40<01:11, 29.32it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 579:  58%|█████▊    | 2895/5000 [01:40<01:11, 29.32it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 580:  58%|█████▊    | 2895/5000 [01:40<01:11, 29.32it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 580:  58%|█████▊    | 2898/5000 [01:40<01:13, 28.48it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 580:  58%|█████▊    | 2900/5000 [01:40<01:13, 28.48it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 581:  58%|█████▊    | 2900/5000 [01:40<01:13, 28.48it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 581:  58%|█████▊    | 2901/5000 [01:40<01:14, 28.24it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 581:  58%|█████▊    | 2905/5000 [01:40<01:11, 29.35it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 581:  58%|█████▊    | 2905/5000 [01:41<01:11, 29.35it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 582:  58%|█████▊    | 2905/5000 [01:41<01:11, 29.35it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 582:  58%|█████▊    | 2908/5000 [01:41<01:12, 28.91it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 582:  58%|█████▊    | 2910/5000 [01:41<01:12, 28.91it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 583:  58%|█████▊    | 2910/5000 [01:41<01:12, 28.91it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 583:  58%|█████▊    | 2911/5000 [01:41<01:13, 28.56it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 583:  58%|█████▊    | 2915/5000 [01:41<01:10, 29.54it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 583:  58%|█████▊    | 2915/5000 [01:41<01:10, 29.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 584:  58%|█████▊    | 2915/5000 [01:41<01:10, 29.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 584:  58%|█████▊    | 2918/5000 [01:41<01:11, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 584:  58%|█████▊    | 2920/5000 [01:41<01:11, 29.03it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 585:  58%|█████▊    | 2920/5000 [01:41<01:11, 29.03it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 585:  58%|█████▊    | 2921/5000 [01:41<01:12, 28.61it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 585:  58%|█████▊    | 2925/5000 [01:41<01:10, 29.60it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 585:  58%|█████▊    | 2925/5000 [01:41<01:10, 29.60it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 586:  58%|█████▊    | 2925/5000 [01:41<01:10, 29.60it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 586:  59%|█████▊    | 2928/5000 [01:41<01:11, 28.93it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 586:  59%|█████▊    | 2930/5000 [01:41<01:11, 28.93it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 587:  59%|█████▊    | 2930/5000 [01:41<01:11, 28.93it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 587:  59%|█████▊    | 2931/5000 [01:41<01:12, 28.40it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 587:  59%|█████▊    | 2935/5000 [01:42<01:10, 29.43it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 587:  59%|█████▊    | 2935/5000 [01:42<01:10, 29.43it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 588:  59%|█████▊    | 2935/5000 [01:42<01:10, 29.43it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 588:  59%|█████▉    | 2938/5000 [01:42<01:11, 28.80it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 588:  59%|█████▉    | 2940/5000 [01:42<01:11, 28.80it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 589:  59%|█████▉    | 2940/5000 [01:42<01:11, 28.80it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 589:  59%|█████▉    | 2941/5000 [01:42<01:13, 27.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 589:  59%|█████▉    | 2945/5000 [01:42<01:10, 28.97it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 589:  59%|█████▉    | 2945/5000 [01:42<01:10, 28.97it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 590:  59%|█████▉    | 2945/5000 [01:42<01:10, 28.97it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 590:  59%|█████▉    | 2948/5000 [01:42<01:13, 28.05it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 590:  59%|█████▉    | 2950/5000 [01:42<01:13, 28.05it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 591:  59%|█████▉    | 2950/5000 [01:42<01:13, 28.05it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 591:  59%|█████▉    | 2951/5000 [01:42<01:13, 27.96it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 591:  59%|█████▉    | 2955/5000 [01:42<01:10, 28.99it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 591:  59%|█████▉    | 2955/5000 [01:42<01:10, 28.99it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 592:  59%|█████▉    | 2955/5000 [01:42<01:10, 28.99it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 592:  59%|█████▉    | 2958/5000 [01:42<01:11, 28.61it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 592:  59%|█████▉    | 2960/5000 [01:42<01:11, 28.61it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 593:  59%|█████▉    | 2960/5000 [01:42<01:11, 28.61it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 593:  59%|█████▉    | 2961/5000 [01:42<01:11, 28.36it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 593:  59%|█████▉    | 2965/5000 [01:43<01:08, 29.51it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 593:  59%|█████▉    | 2965/5000 [01:43<01:08, 29.51it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 594:  59%|█████▉    | 2965/5000 [01:43<01:08, 29.51it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 594:  59%|█████▉    | 2968/5000 [01:43<01:09, 29.07it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 594:  59%|█████▉    | 2970/5000 [01:43<01:09, 29.07it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 595:  59%|█████▉    | 2970/5000 [01:43<01:09, 29.07it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 595:  59%|█████▉    | 2971/5000 [01:43<01:10, 28.66it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 595:  60%|█████▉    | 2975/5000 [01:43<01:08, 29.53it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 595:  60%|█████▉    | 2975/5000 [01:43<01:08, 29.53it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 596:  60%|█████▉    | 2975/5000 [01:43<01:08, 29.53it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 596:  60%|█████▉    | 2978/5000 [01:43<01:10, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 596:  60%|█████▉    | 2980/5000 [01:43<01:10, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 597:  60%|█████▉    | 2980/5000 [01:43<01:10, 28.70it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 597:  60%|█████▉    | 2981/5000 [01:43<01:11, 28.29it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 597:  60%|█████▉    | 2985/5000 [01:43<01:08, 29.21it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 597:  60%|█████▉    | 2985/5000 [01:43<01:08, 29.21it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 598:  60%|█████▉    | 2985/5000 [01:43<01:08, 29.21it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 598:  60%|█████▉    | 2988/5000 [01:43<01:10, 28.69it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 598:  60%|█████▉    | 2990/5000 [01:43<01:10, 28.69it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 599:  60%|█████▉    | 2990/5000 [01:43<01:10, 28.69it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 599:  60%|█████▉    | 2991/5000 [01:43<01:10, 28.35it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 599:  60%|█████▉    | 2995/5000 [01:44<01:08, 29.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 599:  60%|█████▉    | 2995/5000 [01:44<01:08, 29.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 600:  60%|█████▉    | 2995/5000 [01:44<01:08, 29.27it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 600:  60%|█████▉    | 2998/5000 [01:44<01:10, 28.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 600:  60%|██████    | 3000/5000 [01:44<01:10, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 601:  60%|██████    | 3000/5000 [01:44<01:10, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 601:  60%|██████    | 3001/5000 [01:44<01:10, 28.16it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 601:  60%|██████    | 3005/5000 [01:44<01:08, 29.13it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 601:  60%|██████    | 3005/5000 [01:44<01:08, 29.13it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 602:  60%|██████    | 3005/5000 [01:44<01:08, 29.13it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 602:  60%|██████    | 3008/5000 [01:44<01:09, 28.75it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 602:  60%|██████    | 3010/5000 [01:44<01:09, 28.75it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 603:  60%|██████    | 3010/5000 [01:44<01:09, 28.75it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 603:  60%|██████    | 3011/5000 [01:44<01:10, 28.37it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 603:  60%|██████    | 3015/5000 [01:44<01:07, 29.30it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 603:  60%|██████    | 3015/5000 [01:44<01:07, 29.30it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 604:  60%|██████    | 3015/5000 [01:44<01:07, 29.30it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 604:  60%|██████    | 3018/5000 [01:44<01:08, 28.90it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 604:  60%|██████    | 3020/5000 [01:45<01:08, 28.90it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 605:  60%|██████    | 3020/5000 [01:45<01:08, 28.90it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 605:  60%|██████    | 3021/5000 [01:45<01:16, 25.86it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 605:  60%|██████    | 3024/5000 [01:45<01:18, 25.05it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 605:  60%|██████    | 3025/5000 [01:45<01:18, 25.05it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 606:  60%|██████    | 3025/5000 [01:45<01:18, 25.05it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 606:  61%|██████    | 3027/5000 [01:45<01:17, 25.56it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 606:  61%|██████    | 3030/5000 [01:45<01:17, 25.56it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 607:  61%|██████    | 3030/5000 [01:45<01:17, 25.56it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 607:  61%|██████    | 3031/5000 [01:45<01:14, 26.47it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 607:  61%|██████    | 3035/5000 [01:45<01:09, 28.09it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 607:  61%|██████    | 3035/5000 [01:45<01:09, 28.09it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 608:  61%|██████    | 3035/5000 [01:45<01:09, 28.09it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 608:  61%|██████    | 3038/5000 [01:45<01:10, 27.98it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 608:  61%|██████    | 3040/5000 [01:45<01:10, 27.98it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 609:  61%|██████    | 3040/5000 [01:45<01:10, 27.98it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 609:  61%|██████    | 3041/5000 [01:45<01:10, 27.83it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 609:  61%|██████    | 3045/5000 [01:45<01:07, 29.10it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 609:  61%|██████    | 3045/5000 [01:45<01:07, 29.10it/s, datasets_total=11.3, priors_total=-0.976, total=10.3]
Epoch 610:  61%|██████    | 3045/5000 [01:45<01:07, 29.10it/s, datasets_total=11.3, priors_total=-0.976, total=10.3]
Epoch 610:  61%|██████    | 3048/5000 [01:46<01:08, 28.68it/s, datasets_total=11.3, priors_total=-0.976, total=10.3]
Epoch 610:  61%|██████    | 3050/5000 [01:46<01:07, 28.68it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 611:  61%|██████    | 3050/5000 [01:46<01:07, 28.68it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 611:  61%|██████    | 3051/5000 [01:46<01:08, 28.29it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 611:  61%|██████    | 3055/5000 [01:46<01:06, 29.38it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 611:  61%|██████    | 3055/5000 [01:46<01:06, 29.38it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 612:  61%|██████    | 3055/5000 [01:46<01:06, 29.38it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 612:  61%|██████    | 3058/5000 [01:46<01:07, 28.83it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 612:  61%|██████    | 3060/5000 [01:46<01:07, 28.83it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 613:  61%|██████    | 3060/5000 [01:46<01:07, 28.83it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 613:  61%|██████    | 3061/5000 [01:46<01:08, 28.46it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 613:  61%|██████▏   | 3065/5000 [01:46<01:05, 29.56it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 613:  61%|██████▏   | 3065/5000 [01:46<01:05, 29.56it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 614:  61%|██████▏   | 3065/5000 [01:46<01:05, 29.56it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 614:  61%|██████▏   | 3068/5000 [01:46<01:06, 28.98it/s, datasets_total=11.3, priors_total=-1.22, total=10.1]
Epoch 614:  61%|██████▏   | 3070/5000 [01:46<01:06, 28.98it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 615:  61%|██████▏   | 3070/5000 [01:46<01:06, 28.98it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 615:  61%|██████▏   | 3071/5000 [01:46<01:07, 28.54it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 615:  62%|██████▏   | 3075/5000 [01:46<01:05, 29.46it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 615:  62%|██████▏   | 3075/5000 [01:46<01:05, 29.46it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 616:  62%|██████▏   | 3075/5000 [01:46<01:05, 29.46it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 616:  62%|██████▏   | 3078/5000 [01:47<01:06, 28.94it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 616:  62%|██████▏   | 3080/5000 [01:47<01:06, 28.94it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 617:  62%|██████▏   | 3080/5000 [01:47<01:06, 28.94it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 617:  62%|██████▏   | 3081/5000 [01:47<01:07, 28.62it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 617:  62%|██████▏   | 3085/5000 [01:47<01:05, 29.15it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 617:  62%|██████▏   | 3085/5000 [01:47<01:05, 29.15it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 618:  62%|██████▏   | 3085/5000 [01:47<01:05, 29.15it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 618:  62%|██████▏   | 3088/5000 [01:47<01:07, 28.50it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 618:  62%|██████▏   | 3090/5000 [01:47<01:07, 28.50it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 619:  62%|██████▏   | 3090/5000 [01:47<01:07, 28.50it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 619:  62%|██████▏   | 3091/5000 [01:47<01:07, 28.10it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 619:  62%|██████▏   | 3095/5000 [01:47<01:04, 29.36it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 619:  62%|██████▏   | 3095/5000 [01:47<01:04, 29.36it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 620:  62%|██████▏   | 3095/5000 [01:47<01:04, 29.36it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 620:  62%|██████▏   | 3098/5000 [01:47<01:05, 28.84it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 620:  62%|██████▏   | 3100/5000 [01:47<01:05, 28.84it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 621:  62%|██████▏   | 3100/5000 [01:47<01:05, 28.84it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 621:  62%|██████▏   | 3101/5000 [01:47<01:07, 28.27it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 621:  62%|██████▏   | 3105/5000 [01:47<01:04, 29.38it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 621:  62%|██████▏   | 3105/5000 [01:48<01:04, 29.38it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 622:  62%|██████▏   | 3105/5000 [01:48<01:04, 29.38it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 622:  62%|██████▏   | 3108/5000 [01:48<01:05, 28.94it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 622:  62%|██████▏   | 3110/5000 [01:48<01:05, 28.94it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 623:  62%|██████▏   | 3110/5000 [01:48<01:05, 28.94it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 623:  62%|██████▏   | 3111/5000 [01:48<01:06, 28.58it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 623:  62%|██████▏   | 3115/5000 [01:48<01:03, 29.52it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 623:  62%|██████▏   | 3115/5000 [01:48<01:03, 29.52it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 624:  62%|██████▏   | 3115/5000 [01:48<01:03, 29.52it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 624:  62%|██████▏   | 3118/5000 [01:48<01:05, 28.87it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 624:  62%|██████▏   | 3120/5000 [01:48<01:05, 28.87it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 625:  62%|██████▏   | 3120/5000 [01:48<01:05, 28.87it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 625:  62%|██████▏   | 3121/5000 [01:48<01:06, 28.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 625:  62%|██████▎   | 3125/5000 [01:48<01:03, 29.33it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 625:  62%|██████▎   | 3125/5000 [01:48<01:03, 29.33it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 626:  62%|██████▎   | 3125/5000 [01:48<01:03, 29.33it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 626:  63%|██████▎   | 3128/5000 [01:48<01:05, 28.66it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 626:  63%|██████▎   | 3130/5000 [01:48<01:05, 28.66it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 627:  63%|██████▎   | 3130/5000 [01:48<01:05, 28.66it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 627:  63%|██████▎   | 3131/5000 [01:48<01:05, 28.33it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 627:  63%|██████▎   | 3135/5000 [01:49<01:03, 29.38it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 627:  63%|██████▎   | 3135/5000 [01:49<01:03, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 628:  63%|██████▎   | 3135/5000 [01:49<01:03, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 628:  63%|██████▎   | 3138/5000 [01:49<01:04, 28.84it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 628:  63%|██████▎   | 3140/5000 [01:49<01:04, 28.84it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 629:  63%|██████▎   | 3140/5000 [01:49<01:04, 28.84it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 629:  63%|██████▎   | 3141/5000 [01:49<01:05, 28.28it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 629:  63%|██████▎   | 3145/5000 [01:49<01:03, 29.02it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 629:  63%|██████▎   | 3145/5000 [01:49<01:03, 29.02it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 630:  63%|██████▎   | 3145/5000 [01:49<01:03, 29.02it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 630:  63%|██████▎   | 3148/5000 [01:49<01:05, 28.32it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 630:  63%|██████▎   | 3150/5000 [01:49<01:05, 28.32it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 631:  63%|██████▎   | 3150/5000 [01:49<01:05, 28.32it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 631:  63%|██████▎   | 3151/5000 [01:49<01:06, 27.94it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 631:  63%|██████▎   | 3155/5000 [01:49<01:04, 28.81it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 631:  63%|██████▎   | 3155/5000 [01:49<01:04, 28.81it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 632:  63%|██████▎   | 3155/5000 [01:49<01:04, 28.81it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 632:  63%|██████▎   | 3158/5000 [01:49<01:05, 28.20it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 632:  63%|██████▎   | 3160/5000 [01:49<01:05, 28.20it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 633:  63%|██████▎   | 3160/5000 [01:49<01:05, 28.20it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 633:  63%|██████▎   | 3161/5000 [01:49<01:06, 27.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 633:  63%|██████▎   | 3165/5000 [01:50<01:03, 28.73it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 633:  63%|██████▎   | 3165/5000 [01:50<01:03, 28.73it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 634:  63%|██████▎   | 3165/5000 [01:50<01:03, 28.73it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 634:  63%|██████▎   | 3168/5000 [01:50<01:05, 28.17it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 634:  63%|██████▎   | 3170/5000 [01:50<01:04, 28.17it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 635:  63%|██████▎   | 3170/5000 [01:50<01:04, 28.17it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 635:  63%|██████▎   | 3171/5000 [01:50<01:05, 27.77it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 635:  64%|██████▎   | 3175/5000 [01:50<01:03, 28.70it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 635:  64%|██████▎   | 3175/5000 [01:50<01:03, 28.70it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 636:  64%|██████▎   | 3175/5000 [01:50<01:03, 28.70it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 636:  64%|██████▎   | 3178/5000 [01:50<01:04, 28.23it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 636:  64%|██████▎   | 3180/5000 [01:50<01:04, 28.23it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 637:  64%|██████▎   | 3180/5000 [01:50<01:04, 28.23it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 637:  64%|██████▎   | 3181/5000 [01:50<01:05, 27.68it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 637:  64%|██████▎   | 3185/5000 [01:50<01:03, 28.79it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 637:  64%|██████▎   | 3185/5000 [01:50<01:03, 28.79it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 638:  64%|██████▎   | 3185/5000 [01:50<01:03, 28.79it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 638:  64%|██████▍   | 3188/5000 [01:50<01:03, 28.42it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 638:  64%|██████▍   | 3190/5000 [01:50<01:03, 28.42it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 639:  64%|██████▍   | 3190/5000 [01:50<01:03, 28.42it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 639:  64%|██████▍   | 3191/5000 [01:51<01:04, 28.04it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 639:  64%|██████▍   | 3195/5000 [01:51<01:01, 29.16it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 639:  64%|██████▍   | 3195/5000 [01:51<01:01, 29.16it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 640:  64%|██████▍   | 3195/5000 [01:51<01:01, 29.16it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 640:  64%|██████▍   | 3198/5000 [01:51<01:02, 28.61it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 640:  64%|██████▍   | 3200/5000 [01:51<01:02, 28.61it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 641:  64%|██████▍   | 3200/5000 [01:51<01:02, 28.61it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 641:  64%|██████▍   | 3201/5000 [01:51<01:04, 28.06it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 641:  64%|██████▍   | 3205/5000 [01:51<01:01, 29.05it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 641:  64%|██████▍   | 3205/5000 [01:51<01:01, 29.05it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 642:  64%|██████▍   | 3205/5000 [01:51<01:01, 29.05it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 642:  64%|██████▍   | 3208/5000 [01:51<01:02, 28.68it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 642:  64%|██████▍   | 3210/5000 [01:51<01:02, 28.68it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 643:  64%|██████▍   | 3210/5000 [01:51<01:02, 28.68it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 643:  64%|██████▍   | 3211/5000 [01:51<01:03, 28.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 643:  64%|██████▍   | 3215/5000 [01:51<01:00, 29.49it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 643:  64%|██████▍   | 3215/5000 [01:51<01:00, 29.49it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 644:  64%|██████▍   | 3215/5000 [01:51<01:00, 29.49it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 644:  64%|██████▍   | 3218/5000 [01:51<01:01, 28.87it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 644:  64%|██████▍   | 3220/5000 [01:52<01:01, 28.87it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 645:  64%|██████▍   | 3220/5000 [01:52<01:01, 28.87it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 645:  64%|██████▍   | 3221/5000 [01:52<01:02, 28.50it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 645:  64%|██████▍   | 3225/5000 [01:52<00:59, 29.62it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 645:  64%|██████▍   | 3225/5000 [01:52<00:59, 29.62it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 646:  64%|██████▍   | 3225/5000 [01:52<00:59, 29.62it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 646:  65%|██████▍   | 3228/5000 [01:52<01:02, 28.16it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 646:  65%|██████▍   | 3230/5000 [01:52<01:02, 28.16it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 647:  65%|██████▍   | 3230/5000 [01:52<01:02, 28.16it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 647:  65%|██████▍   | 3231/5000 [01:52<01:04, 27.63it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 647:  65%|██████▍   | 3235/5000 [01:52<01:01, 28.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 647:  65%|██████▍   | 3235/5000 [01:52<01:01, 28.91it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 648:  65%|██████▍   | 3235/5000 [01:52<01:01, 28.91it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 648:  65%|██████▍   | 3238/5000 [01:52<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 648:  65%|██████▍   | 3240/5000 [01:52<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 649:  65%|██████▍   | 3240/5000 [01:52<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 649:  65%|██████▍   | 3241/5000 [01:52<01:02, 28.06it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 649:  65%|██████▍   | 3245/5000 [01:52<01:00, 29.16it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 649:  65%|██████▍   | 3245/5000 [01:52<01:00, 29.16it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 650:  65%|██████▍   | 3245/5000 [01:52<01:00, 29.16it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 650:  65%|██████▍   | 3248/5000 [01:53<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 650:  65%|██████▌   | 3250/5000 [01:53<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 651:  65%|██████▌   | 3250/5000 [01:53<01:01, 28.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 651:  65%|██████▌   | 3251/5000 [01:53<01:01, 28.23it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 651:  65%|██████▌   | 3255/5000 [01:53<00:59, 29.37it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 651:  65%|██████▌   | 3255/5000 [01:53<00:59, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 652:  65%|██████▌   | 3255/5000 [01:53<00:59, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 652:  65%|██████▌   | 3258/5000 [01:53<01:00, 28.66it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 652:  65%|██████▌   | 3260/5000 [01:53<01:00, 28.66it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 653:  65%|██████▌   | 3260/5000 [01:53<01:00, 28.66it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 653:  65%|██████▌   | 3261/5000 [01:53<01:01, 28.25it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 653:  65%|██████▌   | 3265/5000 [01:53<00:58, 29.45it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 653:  65%|██████▌   | 3265/5000 [01:53<00:58, 29.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 654:  65%|██████▌   | 3265/5000 [01:53<00:58, 29.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 654:  65%|██████▌   | 3268/5000 [01:53<01:00, 28.69it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 654:  65%|██████▌   | 3270/5000 [01:53<01:00, 28.69it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 655:  65%|██████▌   | 3270/5000 [01:53<01:00, 28.69it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 655:  65%|██████▌   | 3271/5000 [01:53<01:01, 28.20it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 655:  66%|██████▌   | 3275/5000 [01:53<00:58, 29.32it/s, datasets_total=11.3, priors_total=-0.991, total=10.3]
Epoch 655:  66%|██████▌   | 3275/5000 [01:53<00:58, 29.32it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 656:  66%|██████▌   | 3275/5000 [01:53<00:58, 29.32it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 656:  66%|██████▌   | 3278/5000 [01:54<00:59, 28.73it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 656:  66%|██████▌   | 3280/5000 [01:54<00:59, 28.73it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 657:  66%|██████▌   | 3280/5000 [01:54<00:59, 28.73it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 657:  66%|██████▌   | 3281/5000 [01:54<01:00, 28.31it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 657:  66%|██████▌   | 3285/5000 [01:54<00:58, 29.24it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 657:  66%|██████▌   | 3285/5000 [01:54<00:58, 29.24it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 658:  66%|██████▌   | 3285/5000 [01:54<00:58, 29.24it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 658:  66%|██████▌   | 3288/5000 [01:54<00:59, 28.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 658:  66%|██████▌   | 3290/5000 [01:54<00:59, 28.66it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 659:  66%|██████▌   | 3290/5000 [01:54<00:59, 28.66it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 659:  66%|██████▌   | 3291/5000 [01:54<01:00, 28.30it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 659:  66%|██████▌   | 3295/5000 [01:54<00:58, 29.33it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 659:  66%|██████▌   | 3295/5000 [01:54<00:58, 29.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 660:  66%|██████▌   | 3295/5000 [01:54<00:58, 29.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 660:  66%|██████▌   | 3298/5000 [01:54<00:59, 28.70it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 660:  66%|██████▌   | 3300/5000 [01:54<00:59, 28.70it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 661:  66%|██████▌   | 3300/5000 [01:54<00:59, 28.70it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 661:  66%|██████▌   | 3301/5000 [01:54<00:59, 28.34it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 661:  66%|██████▌   | 3305/5000 [01:54<00:57, 29.43it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 661:  66%|██████▌   | 3305/5000 [01:54<00:57, 29.43it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 662:  66%|██████▌   | 3305/5000 [01:54<00:57, 29.43it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 662:  66%|██████▌   | 3308/5000 [01:55<00:58, 28.77it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 662:  66%|██████▌   | 3310/5000 [01:55<00:58, 28.77it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 663:  66%|██████▌   | 3310/5000 [01:55<00:58, 28.77it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 663:  66%|██████▌   | 3311/5000 [01:55<00:59, 28.37it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 663:  66%|██████▋   | 3315/5000 [01:55<00:57, 29.16it/s, datasets_total=11.3, priors_total=-1.15, total=10.2]
Epoch 663:  66%|██████▋   | 3315/5000 [01:55<00:57, 29.16it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 664:  66%|██████▋   | 3315/5000 [01:55<00:57, 29.16it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 664:  66%|██████▋   | 3318/5000 [01:55<00:59, 28.47it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 664:  66%|██████▋   | 3320/5000 [01:55<00:59, 28.47it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 665:  66%|██████▋   | 3320/5000 [01:55<00:59, 28.47it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 665:  66%|██████▋   | 3321/5000 [01:55<00:59, 28.19it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 665:  66%|██████▋   | 3325/5000 [01:55<00:56, 29.39it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 665:  66%|██████▋   | 3325/5000 [01:55<00:56, 29.39it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 666:  66%|██████▋   | 3325/5000 [01:55<00:56, 29.39it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 666:  67%|██████▋   | 3328/5000 [01:55<00:58, 28.71it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 666:  67%|██████▋   | 3330/5000 [01:55<00:58, 28.71it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 667:  67%|██████▋   | 3330/5000 [01:55<00:58, 28.71it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 667:  67%|██████▋   | 3331/5000 [01:55<00:59, 28.27it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 667:  67%|██████▋   | 3335/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 667:  67%|██████▋   | 3335/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 668:  67%|██████▋   | 3335/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 668:  67%|██████▋   | 3338/5000 [01:56<00:57, 28.88it/s, datasets_total=11.3, priors_total=-1.05, total=10.3]
Epoch 668:  67%|██████▋   | 3340/5000 [01:56<00:57, 28.88it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 669:  67%|██████▋   | 3340/5000 [01:56<00:57, 28.88it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 669:  67%|██████▋   | 3341/5000 [01:56<00:58, 28.43it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 669:  67%|██████▋   | 3345/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 669:  67%|██████▋   | 3345/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 670:  67%|██████▋   | 3345/5000 [01:56<00:56, 29.42it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 670:  67%|██████▋   | 3348/5000 [01:56<00:57, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 670:  67%|██████▋   | 3350/5000 [01:56<00:57, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 671:  67%|██████▋   | 3350/5000 [01:56<00:57, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 671:  67%|██████▋   | 3351/5000 [01:56<00:58, 28.29it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 671:  67%|██████▋   | 3355/5000 [01:56<00:56, 29.26it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 671:  67%|██████▋   | 3355/5000 [01:56<00:56, 29.26it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 672:  67%|██████▋   | 3355/5000 [01:56<00:56, 29.26it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 672:  67%|██████▋   | 3358/5000 [01:56<00:57, 28.63it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 672:  67%|██████▋   | 3360/5000 [01:56<00:57, 28.63it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 673:  67%|██████▋   | 3360/5000 [01:56<00:57, 28.63it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 673:  67%|██████▋   | 3361/5000 [01:56<00:57, 28.31it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 673:  67%|██████▋   | 3365/5000 [01:57<00:55, 29.30it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 673:  67%|██████▋   | 3365/5000 [01:57<00:55, 29.30it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 674:  67%|██████▋   | 3365/5000 [01:57<00:55, 29.30it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 674:  67%|██████▋   | 3368/5000 [01:57<00:56, 28.76it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 674:  67%|██████▋   | 3370/5000 [01:57<00:56, 28.76it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 675:  67%|██████▋   | 3370/5000 [01:57<00:56, 28.76it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 675:  67%|██████▋   | 3371/5000 [01:57<00:57, 28.28it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 675:  68%|██████▊   | 3375/5000 [01:57<00:55, 29.23it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 675:  68%|██████▊   | 3375/5000 [01:57<00:55, 29.23it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 676:  68%|██████▊   | 3375/5000 [01:57<00:55, 29.23it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 676:  68%|██████▊   | 3378/5000 [01:57<00:56, 28.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 676:  68%|██████▊   | 3380/5000 [01:57<00:56, 28.58it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 677:  68%|██████▊   | 3380/5000 [01:57<00:56, 28.58it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 677:  68%|██████▊   | 3381/5000 [01:57<00:57, 28.12it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 677:  68%|██████▊   | 3385/5000 [01:57<00:55, 29.13it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 677:  68%|██████▊   | 3385/5000 [01:57<00:55, 29.13it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 678:  68%|██████▊   | 3385/5000 [01:57<00:55, 29.13it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 678:  68%|██████▊   | 3388/5000 [01:57<00:56, 28.60it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 678:  68%|██████▊   | 3390/5000 [01:57<00:56, 28.60it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 679:  68%|██████▊   | 3390/5000 [01:57<00:56, 28.60it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 679:  68%|██████▊   | 3391/5000 [01:57<00:56, 28.26it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 679:  68%|██████▊   | 3395/5000 [01:58<00:54, 29.21it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 679:  68%|██████▊   | 3395/5000 [01:58<00:54, 29.21it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 680:  68%|██████▊   | 3395/5000 [01:58<00:54, 29.21it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 680:  68%|██████▊   | 3398/5000 [01:58<00:56, 28.58it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 680:  68%|██████▊   | 3400/5000 [01:58<00:55, 28.58it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 681:  68%|██████▊   | 3400/5000 [01:58<00:55, 28.58it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 681:  68%|██████▊   | 3401/5000 [01:58<00:56, 28.14it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 681:  68%|██████▊   | 3405/5000 [01:58<00:54, 29.12it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 681:  68%|██████▊   | 3405/5000 [01:58<00:54, 29.12it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 682:  68%|██████▊   | 3405/5000 [01:58<00:54, 29.12it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 682:  68%|██████▊   | 3408/5000 [01:58<00:55, 28.66it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 682:  68%|██████▊   | 3410/5000 [01:58<00:55, 28.66it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 683:  68%|██████▊   | 3410/5000 [01:58<00:55, 28.66it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 683:  68%|██████▊   | 3411/5000 [01:58<00:56, 28.23it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 683:  68%|██████▊   | 3415/5000 [01:58<00:54, 28.92it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 683:  68%|██████▊   | 3415/5000 [01:58<00:54, 28.92it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 684:  68%|██████▊   | 3415/5000 [01:58<00:54, 28.92it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 684:  68%|██████▊   | 3418/5000 [01:58<00:55, 28.47it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 684:  68%|██████▊   | 3420/5000 [01:59<00:55, 28.47it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 685:  68%|██████▊   | 3420/5000 [01:59<00:55, 28.47it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 685:  68%|██████▊   | 3421/5000 [01:59<00:56, 28.00it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 685:  68%|██████▊   | 3425/5000 [01:59<00:54, 29.09it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 685:  68%|██████▊   | 3425/5000 [01:59<00:54, 29.09it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 686:  68%|██████▊   | 3425/5000 [01:59<00:54, 29.09it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 686:  69%|██████▊   | 3428/5000 [01:59<00:55, 28.51it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 686:  69%|██████▊   | 3430/5000 [01:59<00:55, 28.51it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 687:  69%|██████▊   | 3430/5000 [01:59<00:55, 28.51it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 687:  69%|██████▊   | 3431/5000 [01:59<00:56, 27.88it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 687:  69%|██████▊   | 3435/5000 [01:59<00:54, 28.86it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 687:  69%|██████▊   | 3435/5000 [01:59<00:54, 28.86it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 688:  69%|██████▊   | 3435/5000 [01:59<00:54, 28.86it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 688:  69%|██████▉   | 3438/5000 [01:59<00:54, 28.47it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 688:  69%|██████▉   | 3440/5000 [01:59<00:54, 28.47it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 689:  69%|██████▉   | 3440/5000 [01:59<00:54, 28.47it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 689:  69%|██████▉   | 3441/5000 [01:59<00:55, 28.15it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 689:  69%|██████▉   | 3445/5000 [01:59<00:53, 29.03it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 689:  69%|██████▉   | 3445/5000 [01:59<00:53, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 690:  69%|██████▉   | 3445/5000 [01:59<00:53, 29.03it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 690:  69%|██████▉   | 3448/5000 [01:59<00:54, 28.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 690:  69%|██████▉   | 3450/5000 [02:00<00:54, 28.54it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 691:  69%|██████▉   | 3450/5000 [02:00<00:54, 28.54it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 691:  69%|██████▉   | 3451/5000 [02:00<00:54, 28.22it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 691:  69%|██████▉   | 3455/5000 [02:00<00:52, 29.33it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 691:  69%|██████▉   | 3455/5000 [02:00<00:52, 29.33it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 692:  69%|██████▉   | 3455/5000 [02:00<00:52, 29.33it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 692:  69%|██████▉   | 3458/5000 [02:00<00:53, 28.78it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 692:  69%|██████▉   | 3460/5000 [02:00<00:53, 28.78it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 693:  69%|██████▉   | 3460/5000 [02:00<00:53, 28.78it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 693:  69%|██████▉   | 3461/5000 [02:00<00:54, 28.39it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 693:  69%|██████▉   | 3465/5000 [02:00<00:52, 29.37it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 693:  69%|██████▉   | 3465/5000 [02:00<00:52, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 694:  69%|██████▉   | 3465/5000 [02:00<00:52, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 694:  69%|██████▉   | 3468/5000 [02:00<00:53, 28.76it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 694:  69%|██████▉   | 3470/5000 [02:00<00:53, 28.76it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 695:  69%|██████▉   | 3470/5000 [02:00<00:53, 28.76it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 695:  69%|██████▉   | 3471/5000 [02:00<00:54, 28.15it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 695:  70%|██████▉   | 3475/5000 [02:00<00:52, 29.08it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 695:  70%|██████▉   | 3475/5000 [02:00<00:52, 29.08it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 696:  70%|██████▉   | 3475/5000 [02:00<00:52, 29.08it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 696:  70%|██████▉   | 3478/5000 [02:01<00:53, 28.29it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 696:  70%|██████▉   | 3480/5000 [02:01<00:53, 28.29it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 697:  70%|██████▉   | 3480/5000 [02:01<00:53, 28.29it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 697:  70%|██████▉   | 3481/5000 [02:01<00:54, 27.75it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 697:  70%|██████▉   | 3485/5000 [02:01<00:52, 28.73it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 697:  70%|██████▉   | 3485/5000 [02:01<00:52, 28.73it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 698:  70%|██████▉   | 3485/5000 [02:01<00:52, 28.73it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 698:  70%|██████▉   | 3488/5000 [02:01<00:54, 27.80it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 698:  70%|██████▉   | 3490/5000 [02:01<00:54, 27.80it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 699:  70%|██████▉   | 3490/5000 [02:01<00:54, 27.80it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 699:  70%|██████▉   | 3491/5000 [02:01<00:54, 27.47it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 699:  70%|██████▉   | 3495/5000 [02:01<00:52, 28.59it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 699:  70%|██████▉   | 3495/5000 [02:01<00:52, 28.59it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 700:  70%|██████▉   | 3495/5000 [02:01<00:52, 28.59it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 700:  70%|██████▉   | 3498/5000 [02:01<00:53, 28.25it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 700:  70%|███████   | 3500/5000 [02:01<00:53, 28.25it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 701:  70%|███████   | 3500/5000 [02:01<00:53, 28.25it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 701:  70%|███████   | 3501/5000 [02:01<00:53, 27.80it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 701:  70%|███████   | 3505/5000 [02:01<00:51, 28.92it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 701:  70%|███████   | 3505/5000 [02:01<00:51, 28.92it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 702:  70%|███████   | 3505/5000 [02:01<00:51, 28.92it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 702:  70%|███████   | 3508/5000 [02:02<00:52, 28.48it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 702:  70%|███████   | 3510/5000 [02:02<00:52, 28.48it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 703:  70%|███████   | 3510/5000 [02:02<00:52, 28.48it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 703:  70%|███████   | 3511/5000 [02:02<00:52, 28.16it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 703:  70%|███████   | 3515/5000 [02:02<00:50, 29.13it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 703:  70%|███████   | 3515/5000 [02:02<00:50, 29.13it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 704:  70%|███████   | 3515/5000 [02:02<00:50, 29.13it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 704:  70%|███████   | 3518/5000 [02:02<00:51, 28.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 704:  70%|███████   | 3520/5000 [02:02<00:51, 28.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 705:  70%|███████   | 3520/5000 [02:02<00:51, 28.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 705:  70%|███████   | 3521/5000 [02:02<00:52, 28.09it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 705:  70%|███████   | 3525/5000 [02:02<00:51, 28.86it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 705:  70%|███████   | 3525/5000 [02:02<00:51, 28.86it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 706:  70%|███████   | 3525/5000 [02:02<00:51, 28.86it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 706:  71%|███████   | 3528/5000 [02:02<00:52, 28.29it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 706:  71%|███████   | 3530/5000 [02:02<00:51, 28.29it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 707:  71%|███████   | 3530/5000 [02:02<00:51, 28.29it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 707:  71%|███████   | 3531/5000 [02:02<00:52, 28.10it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 707:  71%|███████   | 3535/5000 [02:03<00:50, 29.19it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 707:  71%|███████   | 3535/5000 [02:03<00:50, 29.19it/s, datasets_total=11.3, priors_total=-0.979, total=10.3]
Epoch 708:  71%|███████   | 3535/5000 [02:03<00:50, 29.19it/s, datasets_total=11.3, priors_total=-0.979, total=10.3]
Epoch 708:  71%|███████   | 3538/5000 [02:03<00:50, 28.68it/s, datasets_total=11.3, priors_total=-0.979, total=10.3]
Epoch 708:  71%|███████   | 3540/5000 [02:03<00:50, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 709:  71%|███████   | 3540/5000 [02:03<00:50, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 709:  71%|███████   | 3541/5000 [02:03<00:51, 28.36it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 709:  71%|███████   | 3545/5000 [02:03<00:49, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 709:  71%|███████   | 3545/5000 [02:03<00:49, 29.21it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 710:  71%|███████   | 3545/5000 [02:03<00:49, 29.21it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 710:  71%|███████   | 3548/5000 [02:03<00:50, 28.61it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 710:  71%|███████   | 3550/5000 [02:03<00:50, 28.61it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 711:  71%|███████   | 3550/5000 [02:03<00:50, 28.61it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 711:  71%|███████   | 3551/5000 [02:03<00:51, 28.34it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 711:  71%|███████   | 3555/5000 [02:03<00:48, 29.58it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 711:  71%|███████   | 3555/5000 [02:03<00:48, 29.58it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 712:  71%|███████   | 3555/5000 [02:03<00:48, 29.58it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 712:  71%|███████   | 3558/5000 [02:03<00:49, 29.09it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 712:  71%|███████   | 3560/5000 [02:03<00:49, 29.09it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 713:  71%|███████   | 3560/5000 [02:03<00:49, 29.09it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 713:  71%|███████   | 3561/5000 [02:03<00:50, 28.39it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 713:  71%|███████▏  | 3565/5000 [02:04<00:48, 29.38it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 713:  71%|███████▏  | 3565/5000 [02:04<00:48, 29.38it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 714:  71%|███████▏  | 3565/5000 [02:04<00:48, 29.38it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 714:  71%|███████▏  | 3568/5000 [02:04<00:49, 28.85it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 714:  71%|███████▏  | 3570/5000 [02:04<00:49, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 715:  71%|███████▏  | 3570/5000 [02:04<00:49, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 715:  71%|███████▏  | 3571/5000 [02:04<00:50, 28.43it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 715:  72%|███████▏  | 3575/5000 [02:04<00:48, 29.55it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 715:  72%|███████▏  | 3575/5000 [02:04<00:48, 29.55it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 716:  72%|███████▏  | 3575/5000 [02:04<00:48, 29.55it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 716:  72%|███████▏  | 3578/5000 [02:04<00:49, 28.92it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 716:  72%|███████▏  | 3580/5000 [02:04<00:49, 28.92it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 717:  72%|███████▏  | 3580/5000 [02:04<00:49, 28.92it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 717:  72%|███████▏  | 3581/5000 [02:04<00:49, 28.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 717:  72%|███████▏  | 3585/5000 [02:04<00:48, 29.32it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 717:  72%|███████▏  | 3585/5000 [02:04<00:48, 29.32it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 718:  72%|███████▏  | 3585/5000 [02:04<00:48, 29.32it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 718:  72%|███████▏  | 3588/5000 [02:04<00:49, 28.77it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 718:  72%|███████▏  | 3590/5000 [02:04<00:49, 28.77it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 719:  72%|███████▏  | 3590/5000 [02:04<00:49, 28.77it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 719:  72%|███████▏  | 3591/5000 [02:04<00:49, 28.44it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 719:  72%|███████▏  | 3595/5000 [02:05<00:47, 29.34it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 719:  72%|███████▏  | 3595/5000 [02:05<00:47, 29.34it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 720:  72%|███████▏  | 3595/5000 [02:05<00:47, 29.34it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 720:  72%|███████▏  | 3598/5000 [02:05<00:48, 28.78it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 720:  72%|███████▏  | 3600/5000 [02:05<00:48, 28.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 721:  72%|███████▏  | 3600/5000 [02:05<00:48, 28.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 721:  72%|███████▏  | 3601/5000 [02:05<00:49, 28.32it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 721:  72%|███████▏  | 3605/5000 [02:05<00:47, 29.09it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 721:  72%|███████▏  | 3605/5000 [02:05<00:47, 29.09it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 722:  72%|███████▏  | 3605/5000 [02:05<00:47, 29.09it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 722:  72%|███████▏  | 3608/5000 [02:05<00:48, 28.42it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 722:  72%|███████▏  | 3610/5000 [02:05<00:48, 28.42it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 723:  72%|███████▏  | 3610/5000 [02:05<00:48, 28.42it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 723:  72%|███████▏  | 3611/5000 [02:05<00:49, 28.00it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 723:  72%|███████▏  | 3615/5000 [02:05<00:47, 29.20it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 723:  72%|███████▏  | 3615/5000 [02:05<00:47, 29.20it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 724:  72%|███████▏  | 3615/5000 [02:05<00:47, 29.20it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 724:  72%|███████▏  | 3618/5000 [02:05<00:48, 28.73it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 724:  72%|███████▏  | 3620/5000 [02:05<00:48, 28.73it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 725:  72%|███████▏  | 3620/5000 [02:05<00:48, 28.73it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 725:  72%|███████▏  | 3621/5000 [02:06<00:48, 28.22it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 725:  72%|███████▎  | 3625/5000 [02:06<00:46, 29.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 725:  72%|███████▎  | 3625/5000 [02:06<00:46, 29.40it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 726:  72%|███████▎  | 3625/5000 [02:06<00:46, 29.40it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 726:  73%|███████▎  | 3628/5000 [02:06<00:47, 28.85it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 726:  73%|███████▎  | 3630/5000 [02:06<00:47, 28.85it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 727:  73%|███████▎  | 3630/5000 [02:06<00:47, 28.85it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 727:  73%|███████▎  | 3631/5000 [02:06<00:48, 28.43it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 727:  73%|███████▎  | 3635/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 727:  73%|███████▎  | 3635/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 728:  73%|███████▎  | 3635/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 728:  73%|███████▎  | 3638/5000 [02:06<00:47, 28.94it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 728:  73%|███████▎  | 3640/5000 [02:06<00:46, 28.94it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 729:  73%|███████▎  | 3640/5000 [02:06<00:46, 28.94it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 729:  73%|███████▎  | 3641/5000 [02:06<00:47, 28.45it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 729:  73%|███████▎  | 3645/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 729:  73%|███████▎  | 3645/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 730:  73%|███████▎  | 3645/5000 [02:06<00:46, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 730:  73%|███████▎  | 3648/5000 [02:06<00:46, 28.95it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 730:  73%|███████▎  | 3650/5000 [02:07<00:46, 28.95it/s, datasets_total=11.3, priors_total=-0.973, total=10.3]
Epoch 731:  73%|███████▎  | 3650/5000 [02:07<00:46, 28.95it/s, datasets_total=11.3, priors_total=-0.973, total=10.3]
Epoch 731:  73%|███████▎  | 3651/5000 [02:07<00:47, 28.45it/s, datasets_total=11.3, priors_total=-0.973, total=10.3]
Epoch 731:  73%|███████▎  | 3655/5000 [02:07<00:45, 29.53it/s, datasets_total=11.3, priors_total=-0.973, total=10.3]
Epoch 731:  73%|███████▎  | 3655/5000 [02:07<00:45, 29.53it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 732:  73%|███████▎  | 3655/5000 [02:07<00:45, 29.53it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 732:  73%|███████▎  | 3658/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 732:  73%|███████▎  | 3660/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 733:  73%|███████▎  | 3660/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 733:  73%|███████▎  | 3661/5000 [02:07<00:47, 28.27it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 733:  73%|███████▎  | 3665/5000 [02:07<00:45, 29.25it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 733:  73%|███████▎  | 3665/5000 [02:07<00:45, 29.25it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 734:  73%|███████▎  | 3665/5000 [02:07<00:45, 29.25it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 734:  73%|███████▎  | 3668/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 734:  73%|███████▎  | 3670/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 735:  73%|███████▎  | 3670/5000 [02:07<00:46, 28.88it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 735:  73%|███████▎  | 3671/5000 [02:07<00:46, 28.61it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 735:  74%|███████▎  | 3675/5000 [02:07<00:44, 29.67it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 735:  74%|███████▎  | 3675/5000 [02:07<00:44, 29.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 736:  74%|███████▎  | 3675/5000 [02:07<00:44, 29.67it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 736:  74%|███████▎  | 3678/5000 [02:07<00:45, 29.08it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 736:  74%|███████▎  | 3680/5000 [02:08<00:45, 29.08it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 737:  74%|███████▎  | 3680/5000 [02:08<00:45, 29.08it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 737:  74%|███████▎  | 3681/5000 [02:08<00:46, 28.65it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 737:  74%|███████▎  | 3685/5000 [02:08<00:44, 29.73it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 737:  74%|███████▎  | 3685/5000 [02:08<00:44, 29.73it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 738:  74%|███████▎  | 3685/5000 [02:08<00:44, 29.73it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 738:  74%|███████▍  | 3688/5000 [02:08<00:45, 29.15it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 738:  74%|███████▍  | 3690/5000 [02:08<00:44, 29.15it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 739:  74%|███████▍  | 3690/5000 [02:08<00:44, 29.15it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 739:  74%|███████▍  | 3691/5000 [02:08<00:45, 28.74it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 739:  74%|███████▍  | 3695/5000 [02:08<00:44, 29.65it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 739:  74%|███████▍  | 3695/5000 [02:08<00:44, 29.65it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 740:  74%|███████▍  | 3695/5000 [02:08<00:44, 29.65it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 740:  74%|███████▍  | 3698/5000 [02:08<00:45, 28.87it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 740:  74%|███████▍  | 3700/5000 [02:08<00:45, 28.87it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 741:  74%|███████▍  | 3700/5000 [02:08<00:45, 28.87it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 741:  74%|███████▍  | 3701/5000 [02:08<00:46, 28.10it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 741:  74%|███████▍  | 3705/5000 [02:08<00:44, 29.24it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 741:  74%|███████▍  | 3705/5000 [02:08<00:44, 29.24it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 742:  74%|███████▍  | 3705/5000 [02:08<00:44, 29.24it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 742:  74%|███████▍  | 3708/5000 [02:09<00:45, 28.43it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 742:  74%|███████▍  | 3710/5000 [02:09<00:45, 28.43it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 743:  74%|███████▍  | 3710/5000 [02:09<00:45, 28.43it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 743:  74%|███████▍  | 3711/5000 [02:09<00:46, 27.91it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 743:  74%|███████▍  | 3715/5000 [02:09<00:44, 29.02it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 743:  74%|███████▍  | 3715/5000 [02:09<00:44, 29.02it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 744:  74%|███████▍  | 3715/5000 [02:09<00:44, 29.02it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 744:  74%|███████▍  | 3718/5000 [02:09<00:45, 28.36it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 744:  74%|███████▍  | 3720/5000 [02:09<00:45, 28.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 745:  74%|███████▍  | 3720/5000 [02:09<00:45, 28.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 745:  74%|███████▍  | 3721/5000 [02:09<00:45, 28.05it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 745:  74%|███████▍  | 3725/5000 [02:09<00:43, 29.24it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 745:  74%|███████▍  | 3725/5000 [02:09<00:43, 29.24it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 746:  74%|███████▍  | 3725/5000 [02:09<00:43, 29.24it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 746:  75%|███████▍  | 3728/5000 [02:09<00:44, 28.84it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 746:  75%|███████▍  | 3730/5000 [02:09<00:44, 28.84it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 747:  75%|███████▍  | 3730/5000 [02:09<00:44, 28.84it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 747:  75%|███████▍  | 3731/5000 [02:09<00:44, 28.38it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 747:  75%|███████▍  | 3735/5000 [02:09<00:43, 29.39it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 747:  75%|███████▍  | 3735/5000 [02:09<00:43, 29.39it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 748:  75%|███████▍  | 3735/5000 [02:09<00:43, 29.39it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 748:  75%|███████▍  | 3738/5000 [02:10<00:43, 28.85it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 748:  75%|███████▍  | 3740/5000 [02:10<00:43, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 749:  75%|███████▍  | 3740/5000 [02:10<00:43, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 749:  75%|███████▍  | 3741/5000 [02:10<00:44, 28.47it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 749:  75%|███████▍  | 3745/5000 [02:10<00:42, 29.49it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 749:  75%|███████▍  | 3745/5000 [02:10<00:42, 29.49it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 750:  75%|███████▍  | 3745/5000 [02:10<00:42, 29.49it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 750:  75%|███████▍  | 3748/5000 [02:10<00:43, 28.88it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 750:  75%|███████▌  | 3750/5000 [02:10<00:43, 28.88it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 751:  75%|███████▌  | 3750/5000 [02:10<00:43, 28.88it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 751:  75%|███████▌  | 3751/5000 [02:10<00:43, 28.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 751:  75%|███████▌  | 3755/5000 [02:10<00:42, 29.53it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 751:  75%|███████▌  | 3755/5000 [02:10<00:42, 29.53it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 752:  75%|███████▌  | 3755/5000 [02:10<00:42, 29.53it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 752:  75%|███████▌  | 3758/5000 [02:10<00:43, 28.81it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 752:  75%|███████▌  | 3760/5000 [02:10<00:43, 28.81it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 753:  75%|███████▌  | 3760/5000 [02:10<00:43, 28.81it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 753:  75%|███████▌  | 3761/5000 [02:10<00:43, 28.43it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 753:  75%|███████▌  | 3765/5000 [02:10<00:41, 29.49it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 753:  75%|███████▌  | 3765/5000 [02:11<00:41, 29.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 754:  75%|███████▌  | 3765/5000 [02:11<00:41, 29.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 754:  75%|███████▌  | 3768/5000 [02:11<00:42, 28.74it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 754:  75%|███████▌  | 3770/5000 [02:11<00:42, 28.74it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 755:  75%|███████▌  | 3770/5000 [02:11<00:42, 28.74it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 755:  75%|███████▌  | 3771/5000 [02:11<00:43, 28.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 755:  76%|███████▌  | 3775/5000 [02:11<00:41, 29.31it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 755:  76%|███████▌  | 3775/5000 [02:11<00:41, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 756:  76%|███████▌  | 3775/5000 [02:11<00:41, 29.31it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 756:  76%|███████▌  | 3778/5000 [02:11<00:42, 28.57it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 756:  76%|███████▌  | 3780/5000 [02:11<00:42, 28.57it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 757:  76%|███████▌  | 3780/5000 [02:11<00:42, 28.57it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 757:  76%|███████▌  | 3781/5000 [02:11<00:43, 28.21it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 757:  76%|███████▌  | 3785/5000 [02:11<00:41, 29.41it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 757:  76%|███████▌  | 3785/5000 [02:11<00:41, 29.41it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 758:  76%|███████▌  | 3785/5000 [02:11<00:41, 29.41it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 758:  76%|███████▌  | 3788/5000 [02:11<00:41, 28.97it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 758:  76%|███████▌  | 3790/5000 [02:11<00:41, 28.97it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 759:  76%|███████▌  | 3790/5000 [02:11<00:41, 28.97it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 759:  76%|███████▌  | 3791/5000 [02:11<00:42, 28.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 759:  76%|███████▌  | 3795/5000 [02:12<00:40, 29.46it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 759:  76%|███████▌  | 3795/5000 [02:12<00:40, 29.46it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 760:  76%|███████▌  | 3795/5000 [02:12<00:40, 29.46it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 760:  76%|███████▌  | 3798/5000 [02:12<00:41, 28.78it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 760:  76%|███████▌  | 3800/5000 [02:12<00:41, 28.78it/s, datasets_total=11.3, priors_total=-0.953, total=10.3]
Epoch 761:  76%|███████▌  | 3800/5000 [02:12<00:41, 28.78it/s, datasets_total=11.3, priors_total=-0.953, total=10.3]
Epoch 761:  76%|███████▌  | 3801/5000 [02:12<00:42, 28.48it/s, datasets_total=11.3, priors_total=-0.953, total=10.3]
Epoch 761:  76%|███████▌  | 3805/5000 [02:12<00:40, 29.28it/s, datasets_total=11.3, priors_total=-0.953, total=10.3]
Epoch 761:  76%|███████▌  | 3805/5000 [02:12<00:40, 29.28it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 762:  76%|███████▌  | 3805/5000 [02:12<00:40, 29.28it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 762:  76%|███████▌  | 3808/5000 [02:12<00:41, 28.68it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 762:  76%|███████▌  | 3810/5000 [02:12<00:41, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 763:  76%|███████▌  | 3810/5000 [02:12<00:41, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 763:  76%|███████▌  | 3811/5000 [02:12<00:41, 28.44it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 763:  76%|███████▋  | 3815/5000 [02:12<00:40, 29.47it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 763:  76%|███████▋  | 3815/5000 [02:12<00:40, 29.47it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 764:  76%|███████▋  | 3815/5000 [02:12<00:40, 29.47it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 764:  76%|███████▋  | 3818/5000 [02:12<00:41, 28.78it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 764:  76%|███████▋  | 3820/5000 [02:12<00:40, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 765:  76%|███████▋  | 3820/5000 [02:12<00:40, 28.78it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 765:  76%|███████▋  | 3821/5000 [02:12<00:41, 28.41it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 765:  76%|███████▋  | 3825/5000 [02:13<00:39, 29.38it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 765:  76%|███████▋  | 3825/5000 [02:13<00:39, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 766:  76%|███████▋  | 3825/5000 [02:13<00:39, 29.38it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 766:  77%|███████▋  | 3828/5000 [02:13<00:40, 28.84it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 766:  77%|███████▋  | 3830/5000 [02:13<00:40, 28.84it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 767:  77%|███████▋  | 3830/5000 [02:13<00:40, 28.84it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 767:  77%|███████▋  | 3831/5000 [02:13<00:41, 28.45it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 767:  77%|███████▋  | 3835/5000 [02:13<00:39, 29.22it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 767:  77%|███████▋  | 3835/5000 [02:13<00:39, 29.22it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 768:  77%|███████▋  | 3835/5000 [02:13<00:39, 29.22it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 768:  77%|███████▋  | 3838/5000 [02:13<00:40, 28.63it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 768:  77%|███████▋  | 3840/5000 [02:13<00:40, 28.63it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 769:  77%|███████▋  | 3840/5000 [02:13<00:40, 28.63it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 769:  77%|███████▋  | 3841/5000 [02:13<00:40, 28.37it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 769:  77%|███████▋  | 3845/5000 [02:13<00:39, 29.48it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 769:  77%|███████▋  | 3845/5000 [02:13<00:39, 29.48it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 770:  77%|███████▋  | 3845/5000 [02:13<00:39, 29.48it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 770:  77%|███████▋  | 3848/5000 [02:13<00:39, 28.98it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 770:  77%|███████▋  | 3850/5000 [02:13<00:39, 28.98it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 771:  77%|███████▋  | 3850/5000 [02:13<00:39, 28.98it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 771:  77%|███████▋  | 3851/5000 [02:13<00:40, 28.65it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 771:  77%|███████▋  | 3855/5000 [02:14<00:38, 29.48it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 771:  77%|███████▋  | 3855/5000 [02:14<00:38, 29.48it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 772:  77%|███████▋  | 3855/5000 [02:14<00:38, 29.48it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 772:  77%|███████▋  | 3858/5000 [02:14<00:39, 28.91it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 772:  77%|███████▋  | 3860/5000 [02:14<00:39, 28.91it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 773:  77%|███████▋  | 3860/5000 [02:14<00:39, 28.91it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 773:  77%|███████▋  | 3861/5000 [02:14<00:39, 28.52it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 773:  77%|███████▋  | 3865/5000 [02:14<00:38, 29.54it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 773:  77%|███████▋  | 3865/5000 [02:14<00:38, 29.54it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 774:  77%|███████▋  | 3865/5000 [02:14<00:38, 29.54it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 774:  77%|███████▋  | 3868/5000 [02:14<00:39, 29.01it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 774:  77%|███████▋  | 3870/5000 [02:14<00:38, 29.01it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 775:  77%|███████▋  | 3870/5000 [02:14<00:38, 29.01it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 775:  77%|███████▋  | 3871/5000 [02:14<00:39, 28.52it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 775:  78%|███████▊  | 3875/5000 [02:14<00:38, 29.40it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 775:  78%|███████▊  | 3875/5000 [02:14<00:38, 29.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 776:  78%|███████▊  | 3875/5000 [02:14<00:38, 29.40it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 776:  78%|███████▊  | 3878/5000 [02:14<00:38, 28.81it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 776:  78%|███████▊  | 3880/5000 [02:14<00:38, 28.81it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 777:  78%|███████▊  | 3880/5000 [02:14<00:38, 28.81it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 777:  78%|███████▊  | 3881/5000 [02:15<00:39, 28.42it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 777:  78%|███████▊  | 3885/5000 [02:15<00:37, 29.42it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 777:  78%|███████▊  | 3885/5000 [02:15<00:37, 29.42it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 778:  78%|███████▊  | 3885/5000 [02:15<00:37, 29.42it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 778:  78%|███████▊  | 3888/5000 [02:15<00:38, 28.85it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 778:  78%|███████▊  | 3890/5000 [02:15<00:38, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 779:  78%|███████▊  | 3890/5000 [02:15<00:38, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 779:  78%|███████▊  | 3891/5000 [02:15<00:39, 28.24it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 779:  78%|███████▊  | 3895/5000 [02:15<00:37, 29.18it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 779:  78%|███████▊  | 3895/5000 [02:15<00:37, 29.18it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 780:  78%|███████▊  | 3895/5000 [02:15<00:37, 29.18it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 780:  78%|███████▊  | 3898/5000 [02:15<00:38, 28.75it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 780:  78%|███████▊  | 3900/5000 [02:15<00:38, 28.75it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 781:  78%|███████▊  | 3900/5000 [02:15<00:38, 28.75it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 781:  78%|███████▊  | 3901/5000 [02:15<00:38, 28.38it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 781:  78%|███████▊  | 3905/5000 [02:15<00:37, 29.38it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 781:  78%|███████▊  | 3905/5000 [02:15<00:37, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 782:  78%|███████▊  | 3905/5000 [02:15<00:37, 29.38it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 782:  78%|███████▊  | 3908/5000 [02:15<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 782:  78%|███████▊  | 3910/5000 [02:16<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 783:  78%|███████▊  | 3910/5000 [02:16<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 783:  78%|███████▊  | 3911/5000 [02:16<00:38, 28.53it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 783:  78%|███████▊  | 3915/5000 [02:16<00:36, 29.52it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 783:  78%|███████▊  | 3915/5000 [02:16<00:36, 29.52it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 784:  78%|███████▊  | 3915/5000 [02:16<00:36, 29.52it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 784:  78%|███████▊  | 3918/5000 [02:16<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 784:  78%|███████▊  | 3920/5000 [02:16<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 785:  78%|███████▊  | 3920/5000 [02:16<00:37, 28.91it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 785:  78%|███████▊  | 3921/5000 [02:16<00:37, 28.51it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 785:  78%|███████▊  | 3925/5000 [02:16<00:36, 29.57it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 785:  78%|███████▊  | 3925/5000 [02:16<00:36, 29.57it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 786:  78%|███████▊  | 3925/5000 [02:16<00:36, 29.57it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 786:  79%|███████▊  | 3928/5000 [02:16<00:37, 28.97it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 786:  79%|███████▊  | 3930/5000 [02:16<00:36, 28.97it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 787:  79%|███████▊  | 3930/5000 [02:16<00:36, 28.97it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 787:  79%|███████▊  | 3931/5000 [02:16<00:37, 28.41it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 787:  79%|███████▊  | 3935/5000 [02:16<00:36, 29.44it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 787:  79%|███████▊  | 3935/5000 [02:16<00:36, 29.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 788:  79%|███████▊  | 3935/5000 [02:16<00:36, 29.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 788:  79%|███████▉  | 3938/5000 [02:16<00:36, 28.95it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 788:  79%|███████▉  | 3940/5000 [02:17<00:36, 28.95it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 789:  79%|███████▉  | 3940/5000 [02:17<00:36, 28.95it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 789:  79%|███████▉  | 3941/5000 [02:17<00:37, 28.39it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 789:  79%|███████▉  | 3945/5000 [02:17<00:35, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 789:  79%|███████▉  | 3945/5000 [02:17<00:35, 29.44it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 790:  79%|███████▉  | 3945/5000 [02:17<00:35, 29.44it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 790:  79%|███████▉  | 3948/5000 [02:17<00:36, 28.82it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 790:  79%|███████▉  | 3950/5000 [02:17<00:36, 28.82it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 791:  79%|███████▉  | 3950/5000 [02:17<00:36, 28.82it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 791:  79%|███████▉  | 3951/5000 [02:17<00:37, 28.11it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 791:  79%|███████▉  | 3955/5000 [02:17<00:36, 28.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 791:  79%|███████▉  | 3955/5000 [02:17<00:36, 28.96it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 792:  79%|███████▉  | 3955/5000 [02:17<00:36, 28.96it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 792:  79%|███████▉  | 3958/5000 [02:17<00:36, 28.63it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 792:  79%|███████▉  | 3960/5000 [02:17<00:36, 28.63it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 793:  79%|███████▉  | 3960/5000 [02:17<00:36, 28.63it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 793:  79%|███████▉  | 3961/5000 [02:17<00:36, 28.33it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 793:  79%|███████▉  | 3965/5000 [02:17<00:35, 29.36it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 793:  79%|███████▉  | 3965/5000 [02:17<00:35, 29.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 794:  79%|███████▉  | 3965/5000 [02:17<00:35, 29.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 794:  79%|███████▉  | 3968/5000 [02:18<00:35, 28.84it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 794:  79%|███████▉  | 3970/5000 [02:18<00:35, 28.84it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 795:  79%|███████▉  | 3970/5000 [02:18<00:35, 28.84it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 795:  79%|███████▉  | 3971/5000 [02:18<00:36, 28.54it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 795:  80%|███████▉  | 3975/5000 [02:18<00:34, 29.61it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 795:  80%|███████▉  | 3975/5000 [02:18<00:34, 29.61it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 796:  80%|███████▉  | 3975/5000 [02:18<00:34, 29.61it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 796:  80%|███████▉  | 3978/5000 [02:18<00:35, 29.00it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 796:  80%|███████▉  | 3980/5000 [02:18<00:35, 29.00it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 797:  80%|███████▉  | 3980/5000 [02:18<00:35, 29.00it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 797:  80%|███████▉  | 3981/5000 [02:18<00:35, 28.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 797:  80%|███████▉  | 3985/5000 [02:18<00:34, 29.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 797:  80%|███████▉  | 3985/5000 [02:18<00:34, 29.65it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 798:  80%|███████▉  | 3985/5000 [02:18<00:34, 29.65it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 798:  80%|███████▉  | 3988/5000 [02:18<00:34, 28.99it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 798:  80%|███████▉  | 3990/5000 [02:18<00:34, 28.99it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 799:  80%|███████▉  | 3990/5000 [02:18<00:34, 28.99it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 799:  80%|███████▉  | 3991/5000 [02:18<00:35, 28.40it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 799:  80%|███████▉  | 3995/5000 [02:18<00:34, 29.47it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 799:  80%|███████▉  | 3995/5000 [02:18<00:34, 29.47it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 800:  80%|███████▉  | 3995/5000 [02:18<00:34, 29.47it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 800:  80%|███████▉  | 3998/5000 [02:19<00:34, 28.79it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 800:  80%|████████  | 4000/5000 [02:19<00:34, 28.79it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 801:  80%|████████  | 4000/5000 [02:19<00:34, 28.79it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 801:  80%|████████  | 4001/5000 [02:19<00:35, 28.14it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 801:  80%|████████  | 4005/5000 [02:19<00:34, 28.95it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 801:  80%|████████  | 4005/5000 [02:19<00:34, 28.95it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 802:  80%|████████  | 4005/5000 [02:19<00:34, 28.95it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 802:  80%|████████  | 4008/5000 [02:19<00:35, 28.09it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 802:  80%|████████  | 4010/5000 [02:19<00:35, 28.09it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 803:  80%|████████  | 4010/5000 [02:19<00:35, 28.09it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 803:  80%|████████  | 4011/5000 [02:19<00:35, 27.69it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 803:  80%|████████  | 4015/5000 [02:19<00:34, 28.72it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 803:  80%|████████  | 4015/5000 [02:19<00:34, 28.72it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 804:  80%|████████  | 4015/5000 [02:19<00:34, 28.72it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 804:  80%|████████  | 4018/5000 [02:19<00:35, 28.06it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 804:  80%|████████  | 4020/5000 [02:19<00:34, 28.06it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 805:  80%|████████  | 4020/5000 [02:19<00:34, 28.06it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 805:  80%|████████  | 4021/5000 [02:19<00:35, 27.71it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 805:  80%|████████  | 4025/5000 [02:20<00:33, 28.74it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 805:  80%|████████  | 4025/5000 [02:20<00:33, 28.74it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 806:  80%|████████  | 4025/5000 [02:20<00:33, 28.74it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 806:  81%|████████  | 4028/5000 [02:20<00:34, 28.22it/s, datasets_total=11.3, priors_total=-1.19, total=10.1]
Epoch 806:  81%|████████  | 4030/5000 [02:20<00:34, 28.22it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 807:  81%|████████  | 4030/5000 [02:20<00:34, 28.22it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 807:  81%|████████  | 4031/5000 [02:20<00:34, 27.93it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 807:  81%|████████  | 4035/5000 [02:20<00:33, 28.97it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 807:  81%|████████  | 4035/5000 [02:20<00:33, 28.97it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 808:  81%|████████  | 4035/5000 [02:20<00:33, 28.97it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 808:  81%|████████  | 4038/5000 [02:20<00:33, 28.32it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 808:  81%|████████  | 4040/5000 [02:20<00:33, 28.32it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 809:  81%|████████  | 4040/5000 [02:20<00:33, 28.32it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 809:  81%|████████  | 4041/5000 [02:20<00:34, 27.90it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 809:  81%|████████  | 4045/5000 [02:20<00:33, 28.90it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 809:  81%|████████  | 4045/5000 [02:20<00:33, 28.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 810:  81%|████████  | 4045/5000 [02:20<00:33, 28.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 810:  81%|████████  | 4048/5000 [02:20<00:33, 28.31it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 810:  81%|████████  | 4050/5000 [02:20<00:33, 28.31it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 811:  81%|████████  | 4050/5000 [02:20<00:33, 28.31it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 811:  81%|████████  | 4051/5000 [02:20<00:33, 28.04it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 811:  81%|████████  | 4055/5000 [02:21<00:32, 28.99it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 811:  81%|████████  | 4055/5000 [02:21<00:32, 28.99it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 812:  81%|████████  | 4055/5000 [02:21<00:32, 28.99it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 812:  81%|████████  | 4058/5000 [02:21<00:32, 28.56it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 812:  81%|████████  | 4060/5000 [02:21<00:32, 28.56it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 813:  81%|████████  | 4060/5000 [02:21<00:32, 28.56it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 813:  81%|████████  | 4061/5000 [02:21<00:33, 28.23it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 813:  81%|████████▏ | 4065/5000 [02:21<00:32, 28.96it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 813:  81%|████████▏ | 4065/5000 [02:21<00:32, 28.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 814:  81%|████████▏ | 4065/5000 [02:21<00:32, 28.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 814:  81%|████████▏ | 4068/5000 [02:21<00:32, 28.50it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 814:  81%|████████▏ | 4070/5000 [02:21<00:32, 28.50it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 815:  81%|████████▏ | 4070/5000 [02:21<00:32, 28.50it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 815:  81%|████████▏ | 4071/5000 [02:21<00:32, 28.20it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 815:  82%|████████▏ | 4075/5000 [02:21<00:31, 29.12it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 815:  82%|████████▏ | 4075/5000 [02:21<00:31, 29.12it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 816:  82%|████████▏ | 4075/5000 [02:21<00:31, 29.12it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 816:  82%|████████▏ | 4078/5000 [02:21<00:32, 28.54it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 816:  82%|████████▏ | 4080/5000 [02:21<00:32, 28.54it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 817:  82%|████████▏ | 4080/5000 [02:21<00:32, 28.54it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 817:  82%|████████▏ | 4081/5000 [02:21<00:32, 28.26it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 817:  82%|████████▏ | 4085/5000 [02:22<00:31, 29.47it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 817:  82%|████████▏ | 4085/5000 [02:22<00:31, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 818:  82%|████████▏ | 4085/5000 [02:22<00:31, 29.47it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 818:  82%|████████▏ | 4088/5000 [02:22<00:31, 28.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 818:  82%|████████▏ | 4090/5000 [02:22<00:31, 28.96it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 819:  82%|████████▏ | 4090/5000 [02:22<00:31, 28.96it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 819:  82%|████████▏ | 4091/5000 [02:22<00:31, 28.48it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 819:  82%|████████▏ | 4095/5000 [02:22<00:30, 29.31it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 819:  82%|████████▏ | 4095/5000 [02:22<00:30, 29.31it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 820:  82%|████████▏ | 4095/5000 [02:22<00:30, 29.31it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 820:  82%|████████▏ | 4098/5000 [02:22<00:31, 28.83it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 820:  82%|████████▏ | 4100/5000 [02:22<00:31, 28.83it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 821:  82%|████████▏ | 4100/5000 [02:22<00:31, 28.83it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 821:  82%|████████▏ | 4101/5000 [02:22<00:31, 28.40it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 821:  82%|████████▏ | 4104/5000 [02:22<00:31, 28.71it/s, datasets_total=11.3, priors_total=-0.998, total=10.3]
Epoch 821:  82%|████████▏ | 4105/5000 [02:22<00:31, 28.71it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 822:  82%|████████▏ | 4105/5000 [02:22<00:31, 28.71it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 822:  82%|████████▏ | 4107/5000 [02:22<00:32, 27.82it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 822:  82%|████████▏ | 4110/5000 [02:22<00:31, 28.39it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 822:  82%|████████▏ | 4110/5000 [02:23<00:31, 28.39it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 823:  82%|████████▏ | 4110/5000 [02:23<00:31, 28.39it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 823:  82%|████████▏ | 4113/5000 [02:23<00:32, 27.59it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 823:  82%|████████▏ | 4115/5000 [02:23<00:32, 27.59it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 824:  82%|████████▏ | 4115/5000 [02:23<00:32, 27.59it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 824:  82%|████████▏ | 4116/5000 [02:23<00:32, 27.15it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 824:  82%|████████▏ | 4119/5000 [02:23<00:31, 27.88it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 824:  82%|████████▏ | 4120/5000 [02:23<00:31, 27.88it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 825:  82%|████████▏ | 4120/5000 [02:23<00:31, 27.88it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 825:  82%|████████▏ | 4122/5000 [02:23<00:32, 27.23it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 825:  82%|████████▎ | 4125/5000 [02:23<00:32, 27.23it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 826:  82%|████████▎ | 4125/5000 [02:23<00:32, 27.23it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 826:  83%|████████▎ | 4126/5000 [02:23<00:31, 27.33it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 826:  83%|████████▎ | 4130/5000 [02:23<00:30, 28.70it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 826:  83%|████████▎ | 4130/5000 [02:23<00:30, 28.70it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 827:  83%|████████▎ | 4130/5000 [02:23<00:30, 28.70it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 827:  83%|████████▎ | 4133/5000 [02:23<00:30, 28.20it/s, datasets_total=11.3, priors_total=-0.994, total=10.3]
Epoch 827:  83%|████████▎ | 4135/5000 [02:23<00:30, 28.20it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 828:  83%|████████▎ | 4135/5000 [02:23<00:30, 28.20it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 828:  83%|████████▎ | 4136/5000 [02:23<00:30, 27.93it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 828:  83%|████████▎ | 4140/5000 [02:24<00:29, 29.10it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 828:  83%|████████▎ | 4140/5000 [02:24<00:29, 29.10it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 829:  83%|████████▎ | 4140/5000 [02:24<00:29, 29.10it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 829:  83%|████████▎ | 4143/5000 [02:24<00:29, 28.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 829:  83%|████████▎ | 4145/5000 [02:24<00:29, 28.57it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 830:  83%|████████▎ | 4145/5000 [02:24<00:29, 28.57it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 830:  83%|████████▎ | 4146/5000 [02:24<00:30, 28.02it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 830:  83%|████████▎ | 4150/5000 [02:24<00:29, 28.97it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 830:  83%|████████▎ | 4150/5000 [02:24<00:29, 28.97it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 831:  83%|████████▎ | 4150/5000 [02:24<00:29, 28.97it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 831:  83%|████████▎ | 4153/5000 [02:24<00:29, 28.41it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 831:  83%|████████▎ | 4155/5000 [02:24<00:29, 28.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 832:  83%|████████▎ | 4155/5000 [02:24<00:29, 28.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 832:  83%|████████▎ | 4156/5000 [02:24<00:29, 28.15it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 832:  83%|████████▎ | 4160/5000 [02:24<00:28, 29.17it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 832:  83%|████████▎ | 4160/5000 [02:24<00:28, 29.17it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 833:  83%|████████▎ | 4160/5000 [02:24<00:28, 29.17it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 833:  83%|████████▎ | 4163/5000 [02:24<00:29, 28.68it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 833:  83%|████████▎ | 4165/5000 [02:24<00:29, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 834:  83%|████████▎ | 4165/5000 [02:24<00:29, 28.68it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 834:  83%|████████▎ | 4166/5000 [02:24<00:29, 28.18it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 834:  83%|████████▎ | 4170/5000 [02:25<00:28, 29.14it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 834:  83%|████████▎ | 4170/5000 [02:25<00:28, 29.14it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 835:  83%|████████▎ | 4170/5000 [02:25<00:28, 29.14it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 835:  83%|████████▎ | 4173/5000 [02:25<00:28, 28.69it/s, datasets_total=11.3, priors_total=-0.971, total=10.3]
Epoch 835:  84%|████████▎ | 4175/5000 [02:25<00:28, 28.69it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 836:  84%|████████▎ | 4175/5000 [02:25<00:28, 28.69it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 836:  84%|████████▎ | 4176/5000 [02:25<00:29, 28.13it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 836:  84%|████████▎ | 4180/5000 [02:25<00:28, 29.02it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 836:  84%|████████▎ | 4180/5000 [02:25<00:28, 29.02it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 837:  84%|████████▎ | 4180/5000 [02:25<00:28, 29.02it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 837:  84%|████████▎ | 4183/5000 [02:25<00:28, 28.37it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 837:  84%|████████▎ | 4185/5000 [02:25<00:28, 28.37it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 838:  84%|████████▎ | 4185/5000 [02:25<00:28, 28.37it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 838:  84%|████████▎ | 4186/5000 [02:25<00:28, 28.15it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 838:  84%|████████▍ | 4190/5000 [02:25<00:27, 29.39it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 838:  84%|████████▍ | 4190/5000 [02:25<00:27, 29.39it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 839:  84%|████████▍ | 4190/5000 [02:25<00:27, 29.39it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 839:  84%|████████▍ | 4193/5000 [02:25<00:28, 28.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 839:  84%|████████▍ | 4195/5000 [02:25<00:27, 28.78it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 840:  84%|████████▍ | 4195/5000 [02:25<00:27, 28.78it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 840:  84%|████████▍ | 4196/5000 [02:26<00:28, 28.35it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 840:  84%|████████▍ | 4200/5000 [02:26<00:27, 29.15it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 840:  84%|████████▍ | 4200/5000 [02:26<00:27, 29.15it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 841:  84%|████████▍ | 4200/5000 [02:26<00:27, 29.15it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 841:  84%|████████▍ | 4203/5000 [02:26<00:27, 28.59it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 841:  84%|████████▍ | 4205/5000 [02:26<00:27, 28.59it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 842:  84%|████████▍ | 4205/5000 [02:26<00:27, 28.59it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 842:  84%|████████▍ | 4206/5000 [02:26<00:28, 28.24it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 842:  84%|████████▍ | 4210/5000 [02:26<00:27, 29.26it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 842:  84%|████████▍ | 4210/5000 [02:26<00:27, 29.26it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 843:  84%|████████▍ | 4210/5000 [02:26<00:27, 29.26it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 843:  84%|████████▍ | 4213/5000 [02:26<00:27, 28.51it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 843:  84%|████████▍ | 4215/5000 [02:26<00:27, 28.51it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 844:  84%|████████▍ | 4215/5000 [02:26<00:27, 28.51it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 844:  84%|████████▍ | 4216/5000 [02:26<00:27, 28.18it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 844:  84%|████████▍ | 4220/5000 [02:26<00:26, 29.00it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 844:  84%|████████▍ | 4220/5000 [02:26<00:26, 29.00it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 845:  84%|████████▍ | 4220/5000 [02:26<00:26, 29.00it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 845:  84%|████████▍ | 4223/5000 [02:26<00:27, 28.62it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 845:  84%|████████▍ | 4225/5000 [02:27<00:27, 28.62it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 846:  84%|████████▍ | 4225/5000 [02:27<00:27, 28.62it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 846:  85%|████████▍ | 4226/5000 [02:27<00:27, 28.08it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 846:  85%|████████▍ | 4230/5000 [02:27<00:26, 29.15it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 846:  85%|████████▍ | 4230/5000 [02:27<00:26, 29.15it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 847:  85%|████████▍ | 4230/5000 [02:27<00:26, 29.15it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 847:  85%|████████▍ | 4233/5000 [02:27<00:26, 28.57it/s, datasets_total=11.3, priors_total=-0.993, total=10.3]
Epoch 847:  85%|████████▍ | 4235/5000 [02:27<00:26, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 848:  85%|████████▍ | 4235/5000 [02:27<00:26, 28.57it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 848:  85%|████████▍ | 4236/5000 [02:27<00:27, 28.04it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 848:  85%|████████▍ | 4240/5000 [02:27<00:26, 29.09it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 848:  85%|████████▍ | 4240/5000 [02:27<00:26, 29.09it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 849:  85%|████████▍ | 4240/5000 [02:27<00:26, 29.09it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 849:  85%|████████▍ | 4243/5000 [02:27<00:26, 28.40it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 849:  85%|████████▍ | 4245/5000 [02:27<00:26, 28.40it/s, datasets_total=11.3, priors_total=-0.996, total=10.3]
Epoch 850:  85%|████████▍ | 4245/5000 [02:27<00:26, 28.40it/s, datasets_total=11.3, priors_total=-0.996, total=10.3]
Epoch 850:  85%|████████▍ | 4246/5000 [02:27<00:26, 28.01it/s, datasets_total=11.3, priors_total=-0.996, total=10.3]
Epoch 850:  85%|████████▌ | 4250/5000 [02:27<00:25, 29.33it/s, datasets_total=11.3, priors_total=-0.996, total=10.3]
Epoch 850:  85%|████████▌ | 4250/5000 [02:27<00:25, 29.33it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 851:  85%|████████▌ | 4250/5000 [02:27<00:25, 29.33it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 851:  85%|████████▌ | 4253/5000 [02:28<00:25, 28.92it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 851:  85%|████████▌ | 4255/5000 [02:28<00:25, 28.92it/s, datasets_total=11.3, priors_total=-0.968, total=10.3]
Epoch 852:  85%|████████▌ | 4255/5000 [02:28<00:25, 28.92it/s, datasets_total=11.3, priors_total=-0.968, total=10.3]
Epoch 852:  85%|████████▌ | 4256/5000 [02:28<00:26, 28.56it/s, datasets_total=11.3, priors_total=-0.968, total=10.3]
Epoch 852:  85%|████████▌ | 4260/5000 [02:28<00:24, 29.63it/s, datasets_total=11.3, priors_total=-0.968, total=10.3]
Epoch 852:  85%|████████▌ | 4260/5000 [02:28<00:24, 29.63it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 853:  85%|████████▌ | 4260/5000 [02:28<00:24, 29.63it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 853:  85%|████████▌ | 4263/5000 [02:28<00:25, 29.08it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 853:  85%|████████▌ | 4265/5000 [02:28<00:25, 29.08it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 854:  85%|████████▌ | 4265/5000 [02:28<00:25, 29.08it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 854:  85%|████████▌ | 4266/5000 [02:28<00:25, 28.58it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 854:  85%|████████▌ | 4270/5000 [02:28<00:24, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 854:  85%|████████▌ | 4270/5000 [02:28<00:24, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 855:  85%|████████▌ | 4270/5000 [02:28<00:24, 29.64it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 855:  85%|████████▌ | 4273/5000 [02:28<00:25, 28.95it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 855:  86%|████████▌ | 4275/5000 [02:28<00:25, 28.95it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 856:  86%|████████▌ | 4275/5000 [02:28<00:25, 28.95it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 856:  86%|████████▌ | 4276/5000 [02:28<00:25, 28.47it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 856:  86%|████████▌ | 4280/5000 [02:28<00:24, 29.55it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 856:  86%|████████▌ | 4280/5000 [02:28<00:24, 29.55it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 857:  86%|████████▌ | 4280/5000 [02:28<00:24, 29.55it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 857:  86%|████████▌ | 4283/5000 [02:29<00:24, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 857:  86%|████████▌ | 4285/5000 [02:29<00:24, 28.93it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 858:  86%|████████▌ | 4285/5000 [02:29<00:24, 28.93it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 858:  86%|████████▌ | 4286/5000 [02:29<00:25, 28.38it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 858:  86%|████████▌ | 4290/5000 [02:29<00:24, 29.44it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 858:  86%|████████▌ | 4290/5000 [02:29<00:24, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 859:  86%|████████▌ | 4290/5000 [02:29<00:24, 29.44it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 859:  86%|████████▌ | 4293/5000 [02:29<00:24, 28.35it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 859:  86%|████████▌ | 4295/5000 [02:29<00:24, 28.35it/s, datasets_total=11.3, priors_total=-0.981, total=10.3]
Epoch 860:  86%|████████▌ | 4295/5000 [02:29<00:24, 28.35it/s, datasets_total=11.3, priors_total=-0.981, total=10.3]
Epoch 860:  86%|████████▌ | 4296/5000 [02:29<00:25, 27.92it/s, datasets_total=11.3, priors_total=-0.981, total=10.3]
Epoch 860:  86%|████████▌ | 4300/5000 [02:29<00:23, 29.21it/s, datasets_total=11.3, priors_total=-0.981, total=10.3]
Epoch 860:  86%|████████▌ | 4300/5000 [02:29<00:23, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 861:  86%|████████▌ | 4300/5000 [02:29<00:23, 29.21it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 861:  86%|████████▌ | 4303/5000 [02:29<00:24, 28.82it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 861:  86%|████████▌ | 4305/5000 [02:29<00:24, 28.82it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 862:  86%|████████▌ | 4305/5000 [02:29<00:24, 28.82it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 862:  86%|████████▌ | 4306/5000 [02:29<00:24, 28.49it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 862:  86%|████████▌ | 4310/5000 [02:29<00:23, 29.62it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 862:  86%|████████▌ | 4310/5000 [02:29<00:23, 29.62it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 863:  86%|████████▌ | 4310/5000 [02:29<00:23, 29.62it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 863:  86%|████████▋ | 4313/5000 [02:30<00:23, 29.02it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 863:  86%|████████▋ | 4315/5000 [02:30<00:23, 29.02it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 864:  86%|████████▋ | 4315/5000 [02:30<00:23, 29.02it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 864:  86%|████████▋ | 4316/5000 [02:30<00:23, 28.64it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 864:  86%|████████▋ | 4320/5000 [02:30<00:22, 29.65it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 864:  86%|████████▋ | 4320/5000 [02:30<00:22, 29.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 865:  86%|████████▋ | 4320/5000 [02:30<00:22, 29.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 865:  86%|████████▋ | 4323/5000 [02:30<00:23, 29.09it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 865:  86%|████████▋ | 4325/5000 [02:30<00:23, 29.09it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 866:  86%|████████▋ | 4325/5000 [02:30<00:23, 29.09it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 866:  87%|████████▋ | 4326/5000 [02:30<00:23, 28.45it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 866:  87%|████████▋ | 4330/5000 [02:30<00:22, 29.49it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 866:  87%|████████▋ | 4330/5000 [02:30<00:22, 29.49it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 867:  87%|████████▋ | 4330/5000 [02:30<00:22, 29.49it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 867:  87%|████████▋ | 4333/5000 [02:30<00:23, 28.73it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 867:  87%|████████▋ | 4335/5000 [02:30<00:23, 28.73it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 868:  87%|████████▋ | 4335/5000 [02:30<00:23, 28.73it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 868:  87%|████████▋ | 4336/5000 [02:30<00:23, 28.30it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 868:  87%|████████▋ | 4340/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 868:  87%|████████▋ | 4340/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 869:  87%|████████▋ | 4340/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 869:  87%|████████▋ | 4343/5000 [02:31<00:22, 28.76it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 869:  87%|████████▋ | 4345/5000 [02:31<00:22, 28.76it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 870:  87%|████████▋ | 4345/5000 [02:31<00:22, 28.76it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 870:  87%|████████▋ | 4346/5000 [02:31<00:22, 28.46it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 870:  87%|████████▋ | 4350/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-0.992, total=10.3]
Epoch 870:  87%|████████▋ | 4350/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 871:  87%|████████▋ | 4350/5000 [02:31<00:22, 29.41it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 871:  87%|████████▋ | 4353/5000 [02:31<00:22, 28.65it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 871:  87%|████████▋ | 4355/5000 [02:31<00:22, 28.65it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 872:  87%|████████▋ | 4355/5000 [02:31<00:22, 28.65it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 872:  87%|████████▋ | 4356/5000 [02:31<00:22, 28.23it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 872:  87%|████████▋ | 4360/5000 [02:31<00:21, 29.43it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 872:  87%|████████▋ | 4360/5000 [02:31<00:21, 29.43it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 873:  87%|████████▋ | 4360/5000 [02:31<00:21, 29.43it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 873:  87%|████████▋ | 4363/5000 [02:31<00:21, 29.02it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 873:  87%|████████▋ | 4365/5000 [02:31<00:21, 29.02it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 874:  87%|████████▋ | 4365/5000 [02:31<00:21, 29.02it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 874:  87%|████████▋ | 4366/5000 [02:31<00:22, 28.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 874:  87%|████████▋ | 4370/5000 [02:32<00:21, 29.65it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 874:  87%|████████▋ | 4370/5000 [02:32<00:21, 29.65it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 875:  87%|████████▋ | 4370/5000 [02:32<00:21, 29.65it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 875:  87%|████████▋ | 4373/5000 [02:32<00:21, 29.13it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 875:  88%|████████▊ | 4375/5000 [02:32<00:21, 29.13it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 876:  88%|████████▊ | 4375/5000 [02:32<00:21, 29.13it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 876:  88%|████████▊ | 4376/5000 [02:32<00:21, 28.80it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 876:  88%|████████▊ | 4380/5000 [02:32<00:20, 29.75it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 876:  88%|████████▊ | 4380/5000 [02:32<00:20, 29.75it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 877:  88%|████████▊ | 4380/5000 [02:32<00:20, 29.75it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 877:  88%|████████▊ | 4383/5000 [02:32<00:21, 29.06it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 877:  88%|████████▊ | 4385/5000 [02:32<00:21, 29.06it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 878:  88%|████████▊ | 4385/5000 [02:32<00:21, 29.06it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 878:  88%|████████▊ | 4386/5000 [02:32<00:21, 28.67it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 878:  88%|████████▊ | 4390/5000 [02:32<00:20, 29.49it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 878:  88%|████████▊ | 4390/5000 [02:32<00:20, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 879:  88%|████████▊ | 4390/5000 [02:32<00:20, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 879:  88%|████████▊ | 4393/5000 [02:32<00:21, 28.60it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 879:  88%|████████▊ | 4395/5000 [02:32<00:21, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 880:  88%|████████▊ | 4395/5000 [02:32<00:21, 28.60it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 880:  88%|████████▊ | 4396/5000 [02:32<00:21, 28.11it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 880:  88%|████████▊ | 4400/5000 [02:33<00:20, 28.95it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 880:  88%|████████▊ | 4400/5000 [02:33<00:20, 28.95it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 881:  88%|████████▊ | 4400/5000 [02:33<00:20, 28.95it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 881:  88%|████████▊ | 4403/5000 [02:33<00:21, 28.35it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 881:  88%|████████▊ | 4405/5000 [02:33<00:20, 28.35it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 882:  88%|████████▊ | 4405/5000 [02:33<00:20, 28.35it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 882:  88%|████████▊ | 4406/5000 [02:33<00:21, 27.83it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 882:  88%|████████▊ | 4409/5000 [02:33<00:20, 28.42it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 882:  88%|████████▊ | 4410/5000 [02:33<00:20, 28.42it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 883:  88%|████████▊ | 4410/5000 [02:33<00:20, 28.42it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 883:  88%|████████▊ | 4412/5000 [02:33<00:21, 27.86it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 883:  88%|████████▊ | 4415/5000 [02:33<00:20, 27.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 884:  88%|████████▊ | 4415/5000 [02:33<00:20, 27.86it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 884:  88%|████████▊ | 4416/5000 [02:33<00:20, 27.96it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 884:  88%|████████▊ | 4420/5000 [02:33<00:19, 29.18it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 884:  88%|████████▊ | 4420/5000 [02:33<00:19, 29.18it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 885:  88%|████████▊ | 4420/5000 [02:33<00:19, 29.18it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 885:  88%|████████▊ | 4423/5000 [02:33<00:20, 28.67it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 885:  88%|████████▊ | 4425/5000 [02:33<00:20, 28.67it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 886:  88%|████████▊ | 4425/5000 [02:33<00:20, 28.67it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 886:  89%|████████▊ | 4426/5000 [02:34<00:20, 28.12it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 886:  89%|████████▊ | 4430/5000 [02:34<00:19, 28.95it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 886:  89%|████████▊ | 4430/5000 [02:34<00:19, 28.95it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 887:  89%|████████▊ | 4430/5000 [02:34<00:19, 28.95it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 887:  89%|████████▊ | 4433/5000 [02:34<00:19, 28.43it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 887:  89%|████████▊ | 4435/5000 [02:34<00:19, 28.43it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 888:  89%|████████▊ | 4435/5000 [02:34<00:19, 28.43it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 888:  89%|████████▊ | 4436/5000 [02:34<00:20, 27.96it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 888:  89%|████████▉ | 4440/5000 [02:34<00:19, 28.85it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 888:  89%|████████▉ | 4440/5000 [02:34<00:19, 28.85it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 889:  89%|████████▉ | 4440/5000 [02:34<00:19, 28.85it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 889:  89%|████████▉ | 4443/5000 [02:34<00:19, 28.30it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 889:  89%|████████▉ | 4445/5000 [02:34<00:19, 28.30it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 890:  89%|████████▉ | 4445/5000 [02:34<00:19, 28.30it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 890:  89%|████████▉ | 4446/5000 [02:34<00:19, 27.98it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 890:  89%|████████▉ | 4450/5000 [02:34<00:19, 28.94it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 890:  89%|████████▉ | 4450/5000 [02:34<00:19, 28.94it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 891:  89%|████████▉ | 4450/5000 [02:34<00:19, 28.94it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 891:  89%|████████▉ | 4453/5000 [02:34<00:19, 28.33it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 891:  89%|████████▉ | 4455/5000 [02:35<00:19, 28.33it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 892:  89%|████████▉ | 4455/5000 [02:35<00:19, 28.33it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 892:  89%|████████▉ | 4456/5000 [02:35<00:19, 27.84it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 892:  89%|████████▉ | 4460/5000 [02:35<00:18, 29.00it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 892:  89%|████████▉ | 4460/5000 [02:35<00:18, 29.00it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 893:  89%|████████▉ | 4460/5000 [02:35<00:18, 29.00it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 893:  89%|████████▉ | 4463/5000 [02:35<00:18, 28.44it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 893:  89%|████████▉ | 4465/5000 [02:35<00:18, 28.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 894:  89%|████████▉ | 4465/5000 [02:35<00:18, 28.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 894:  89%|████████▉ | 4466/5000 [02:35<00:19, 27.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 894:  89%|████████▉ | 4470/5000 [02:35<00:18, 28.94it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 894:  89%|████████▉ | 4470/5000 [02:35<00:18, 28.94it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 895:  89%|████████▉ | 4470/5000 [02:35<00:18, 28.94it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 895:  89%|████████▉ | 4473/5000 [02:35<00:18, 28.49it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 895:  90%|████████▉ | 4475/5000 [02:35<00:18, 28.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 896:  90%|████████▉ | 4475/5000 [02:35<00:18, 28.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 896:  90%|████████▉ | 4476/5000 [02:35<00:18, 28.22it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 896:  90%|████████▉ | 4480/5000 [02:35<00:17, 29.33it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 896:  90%|████████▉ | 4480/5000 [02:35<00:17, 29.33it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 897:  90%|████████▉ | 4480/5000 [02:35<00:17, 29.33it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 897:  90%|████████▉ | 4483/5000 [02:36<00:17, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 897:  90%|████████▉ | 4485/5000 [02:36<00:17, 28.74it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 898:  90%|████████▉ | 4485/5000 [02:36<00:17, 28.74it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 898:  90%|████████▉ | 4486/5000 [02:36<00:18, 28.20it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 898:  90%|████████▉ | 4490/5000 [02:36<00:17, 29.13it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 898:  90%|████████▉ | 4490/5000 [02:36<00:17, 29.13it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 899:  90%|████████▉ | 4490/5000 [02:36<00:17, 29.13it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 899:  90%|████████▉ | 4493/5000 [02:36<00:17, 28.47it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 899:  90%|████████▉ | 4495/5000 [02:36<00:17, 28.47it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 900:  90%|████████▉ | 4495/5000 [02:36<00:17, 28.47it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 900:  90%|████████▉ | 4496/5000 [02:36<00:18, 28.00it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 900:  90%|█████████ | 4500/5000 [02:36<00:17, 28.92it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 900:  90%|█████████ | 4500/5000 [02:36<00:17, 28.92it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 901:  90%|█████████ | 4500/5000 [02:36<00:17, 28.92it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 901:  90%|█████████ | 4503/5000 [02:36<00:17, 28.10it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 901:  90%|█████████ | 4505/5000 [02:36<00:17, 28.10it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 902:  90%|█████████ | 4505/5000 [02:36<00:17, 28.10it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 902:  90%|█████████ | 4506/5000 [02:36<00:17, 27.62it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 902:  90%|█████████ | 4510/5000 [02:36<00:17, 28.53it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 902:  90%|█████████ | 4510/5000 [02:36<00:17, 28.53it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 903:  90%|█████████ | 4510/5000 [02:36<00:17, 28.53it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 903:  90%|█████████ | 4513/5000 [02:37<00:17, 28.03it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 903:  90%|█████████ | 4515/5000 [02:37<00:17, 28.03it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 904:  90%|█████████ | 4515/5000 [02:37<00:17, 28.03it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 904:  90%|█████████ | 4516/5000 [02:37<00:17, 27.70it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 904:  90%|█████████ | 4520/5000 [02:37<00:16, 28.84it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 904:  90%|█████████ | 4520/5000 [02:37<00:16, 28.84it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 905:  90%|█████████ | 4520/5000 [02:37<00:16, 28.84it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 905:  90%|█████████ | 4523/5000 [02:37<00:16, 28.07it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 905:  90%|█████████ | 4525/5000 [02:37<00:16, 28.07it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 906:  90%|█████████ | 4525/5000 [02:37<00:16, 28.07it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 906:  91%|█████████ | 4526/5000 [02:37<00:17, 27.58it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 906:  91%|█████████ | 4530/5000 [02:37<00:16, 28.71it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 906:  91%|█████████ | 4530/5000 [02:37<00:16, 28.71it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 907:  91%|█████████ | 4530/5000 [02:37<00:16, 28.71it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 907:  91%|█████████ | 4533/5000 [02:37<00:16, 28.20it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 907:  91%|█████████ | 4535/5000 [02:37<00:16, 28.20it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 908:  91%|█████████ | 4535/5000 [02:37<00:16, 28.20it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 908:  91%|█████████ | 4536/5000 [02:37<00:16, 27.77it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 908:  91%|█████████ | 4540/5000 [02:38<00:15, 28.92it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 908:  91%|█████████ | 4540/5000 [02:38<00:15, 28.92it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 909:  91%|█████████ | 4540/5000 [02:38<00:15, 28.92it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 909:  91%|█████████ | 4543/5000 [02:38<00:15, 28.58it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 909:  91%|█████████ | 4545/5000 [02:38<00:15, 28.58it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 910:  91%|█████████ | 4545/5000 [02:38<00:15, 28.58it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 910:  91%|█████████ | 4546/5000 [02:38<00:15, 28.39it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 910:  91%|█████████ | 4550/5000 [02:38<00:15, 29.54it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 910:  91%|█████████ | 4550/5000 [02:38<00:15, 29.54it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 911:  91%|█████████ | 4550/5000 [02:38<00:15, 29.54it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 911:  91%|█████████ | 4553/5000 [02:38<00:15, 29.04it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 911:  91%|█████████ | 4555/5000 [02:38<00:15, 29.04it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 912:  91%|█████████ | 4555/5000 [02:38<00:15, 29.04it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 912:  91%|█████████ | 4556/5000 [02:38<00:15, 28.64it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 912:  91%|█████████ | 4560/5000 [02:38<00:14, 29.56it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 912:  91%|█████████ | 4560/5000 [02:38<00:14, 29.56it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 913:  91%|█████████ | 4560/5000 [02:38<00:14, 29.56it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 913:  91%|█████████▏| 4563/5000 [02:38<00:15, 28.83it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 913:  91%|█████████▏| 4565/5000 [02:38<00:15, 28.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 914:  91%|█████████▏| 4565/5000 [02:38<00:15, 28.83it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 914:  91%|█████████▏| 4566/5000 [02:38<00:15, 28.43it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 914:  91%|█████████▏| 4570/5000 [02:39<00:14, 29.49it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 914:  91%|█████████▏| 4570/5000 [02:39<00:14, 29.49it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 915:  91%|█████████▏| 4570/5000 [02:39<00:14, 29.49it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 915:  91%|█████████▏| 4573/5000 [02:39<00:14, 28.78it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 915:  92%|█████████▏| 4575/5000 [02:39<00:14, 28.78it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 916:  92%|█████████▏| 4575/5000 [02:39<00:14, 28.78it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 916:  92%|█████████▏| 4576/5000 [02:39<00:14, 28.30it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 916:  92%|█████████▏| 4580/5000 [02:39<00:14, 29.07it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 916:  92%|█████████▏| 4580/5000 [02:39<00:14, 29.07it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 917:  92%|█████████▏| 4580/5000 [02:39<00:14, 29.07it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 917:  92%|█████████▏| 4583/5000 [02:39<00:14, 28.34it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 917:  92%|█████████▏| 4585/5000 [02:39<00:14, 28.34it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 918:  92%|█████████▏| 4585/5000 [02:39<00:14, 28.34it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 918:  92%|█████████▏| 4586/5000 [02:39<00:14, 27.75it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 918:  92%|█████████▏| 4590/5000 [02:39<00:14, 28.91it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 918:  92%|█████████▏| 4590/5000 [02:39<00:14, 28.91it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 919:  92%|█████████▏| 4590/5000 [02:39<00:14, 28.91it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 919:  92%|█████████▏| 4593/5000 [02:39<00:14, 28.63it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 919:  92%|█████████▏| 4595/5000 [02:39<00:14, 28.63it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 920:  92%|█████████▏| 4595/5000 [02:39<00:14, 28.63it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 920:  92%|█████████▏| 4596/5000 [02:39<00:14, 28.44it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 920:  92%|█████████▏| 4600/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 920:  92%|█████████▏| 4600/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-0.983, total=10.3]
Epoch 921:  92%|█████████▏| 4600/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-0.983, total=10.3]
Epoch 921:  92%|█████████▏| 4603/5000 [02:40<00:13, 28.93it/s, datasets_total=11.3, priors_total=-0.983, total=10.3]
Epoch 921:  92%|█████████▏| 4605/5000 [02:40<00:13, 28.93it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 922:  92%|█████████▏| 4605/5000 [02:40<00:13, 28.93it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 922:  92%|█████████▏| 4606/5000 [02:40<00:13, 28.47it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 922:  92%|█████████▏| 4610/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 922:  92%|█████████▏| 4610/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 923:  92%|█████████▏| 4610/5000 [02:40<00:13, 29.54it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 923:  92%|█████████▏| 4613/5000 [02:40<00:13, 28.94it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 923:  92%|█████████▏| 4615/5000 [02:40<00:13, 28.94it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 924:  92%|█████████▏| 4615/5000 [02:40<00:13, 28.94it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 924:  92%|█████████▏| 4616/5000 [02:40<00:13, 28.56it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 924:  92%|█████████▏| 4620/5000 [02:40<00:12, 29.47it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 924:  92%|█████████▏| 4620/5000 [02:40<00:12, 29.47it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 925:  92%|█████████▏| 4620/5000 [02:40<00:12, 29.47it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 925:  92%|█████████▏| 4623/5000 [02:40<00:13, 28.93it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 925:  92%|█████████▎| 4625/5000 [02:40<00:12, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 926:  92%|█████████▎| 4625/5000 [02:40<00:12, 28.93it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 926:  93%|█████████▎| 4626/5000 [02:41<00:13, 28.54it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 926:  93%|█████████▎| 4630/5000 [02:41<00:12, 29.37it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 926:  93%|█████████▎| 4630/5000 [02:41<00:12, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 927:  93%|█████████▎| 4630/5000 [02:41<00:12, 29.37it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 927:  93%|█████████▎| 4633/5000 [02:41<00:12, 28.81it/s, datasets_total=11.3, priors_total=-1.17, total=10.1]
Epoch 927:  93%|█████████▎| 4635/5000 [02:41<00:12, 28.81it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 928:  93%|█████████▎| 4635/5000 [02:41<00:12, 28.81it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 928:  93%|█████████▎| 4636/5000 [02:41<00:12, 28.21it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 928:  93%|█████████▎| 4640/5000 [02:41<00:12, 28.99it/s, datasets_total=11.3, priors_total=-0.999, total=10.3]
Epoch 928:  93%|█████████▎| 4640/5000 [02:41<00:12, 28.99it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 929:  93%|█████████▎| 4640/5000 [02:41<00:12, 28.99it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 929:  93%|█████████▎| 4643/5000 [02:41<00:12, 28.54it/s, datasets_total=11.3, priors_total=-0.995, total=10.3]
Epoch 929:  93%|█████████▎| 4645/5000 [02:41<00:12, 28.54it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 930:  93%|█████████▎| 4645/5000 [02:41<00:12, 28.54it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 930:  93%|█████████▎| 4646/5000 [02:41<00:12, 28.33it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 930:  93%|█████████▎| 4650/5000 [02:41<00:11, 29.49it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 930:  93%|█████████▎| 4650/5000 [02:41<00:11, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 931:  93%|█████████▎| 4650/5000 [02:41<00:11, 29.49it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 931:  93%|█████████▎| 4653/5000 [02:41<00:12, 28.90it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 931:  93%|█████████▎| 4655/5000 [02:42<00:11, 28.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 932:  93%|█████████▎| 4655/5000 [02:42<00:11, 28.90it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 932:  93%|█████████▎| 4656/5000 [02:42<00:12, 28.59it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 932:  93%|█████████▎| 4660/5000 [02:42<00:11, 29.57it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 932:  93%|█████████▎| 4660/5000 [02:42<00:11, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 933:  93%|█████████▎| 4660/5000 [02:42<00:11, 29.57it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 933:  93%|█████████▎| 4663/5000 [02:42<00:11, 28.40it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 933:  93%|█████████▎| 4665/5000 [02:42<00:11, 28.40it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 934:  93%|█████████▎| 4665/5000 [02:42<00:11, 28.40it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 934:  93%|█████████▎| 4666/5000 [02:42<00:11, 28.12it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 934:  93%|█████████▎| 4670/5000 [02:42<00:11, 28.90it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 934:  93%|█████████▎| 4670/5000 [02:42<00:11, 28.90it/s, datasets_total=11.3, priors_total=-0.96, total=10.3]
Epoch 935:  93%|█████████▎| 4670/5000 [02:42<00:11, 28.90it/s, datasets_total=11.3, priors_total=-0.96, total=10.3]
Epoch 935:  93%|█████████▎| 4673/5000 [02:42<00:11, 28.37it/s, datasets_total=11.3, priors_total=-0.96, total=10.3]
Epoch 935:  94%|█████████▎| 4675/5000 [02:42<00:11, 28.37it/s, datasets_total=11.3, priors_total=-0.963, total=10.3]
Epoch 936:  94%|█████████▎| 4675/5000 [02:42<00:11, 28.37it/s, datasets_total=11.3, priors_total=-0.963, total=10.3]
Epoch 936:  94%|█████████▎| 4676/5000 [02:42<00:11, 27.91it/s, datasets_total=11.3, priors_total=-0.963, total=10.3]
Epoch 936:  94%|█████████▎| 4680/5000 [02:42<00:11, 28.83it/s, datasets_total=11.3, priors_total=-0.963, total=10.3]
Epoch 936:  94%|█████████▎| 4680/5000 [02:42<00:11, 28.83it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 937:  94%|█████████▎| 4680/5000 [02:42<00:11, 28.83it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 937:  94%|█████████▎| 4683/5000 [02:42<00:11, 28.36it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 937:  94%|█████████▎| 4685/5000 [02:43<00:11, 28.36it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 938:  94%|█████████▎| 4685/5000 [02:43<00:11, 28.36it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 938:  94%|█████████▎| 4686/5000 [02:43<00:11, 27.98it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 938:  94%|█████████▍| 4690/5000 [02:43<00:10, 29.02it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 938:  94%|█████████▍| 4690/5000 [02:43<00:10, 29.02it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 939:  94%|█████████▍| 4690/5000 [02:43<00:10, 29.02it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 939:  94%|█████████▍| 4693/5000 [02:43<00:10, 28.49it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 939:  94%|█████████▍| 4695/5000 [02:43<00:10, 28.49it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 940:  94%|█████████▍| 4695/5000 [02:43<00:10, 28.49it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 940:  94%|█████████▍| 4696/5000 [02:43<00:10, 27.99it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 940:  94%|█████████▍| 4700/5000 [02:43<00:10, 29.00it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 940:  94%|█████████▍| 4700/5000 [02:43<00:10, 29.00it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 941:  94%|█████████▍| 4700/5000 [02:43<00:10, 29.00it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 941:  94%|█████████▍| 4703/5000 [02:43<00:10, 28.47it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 941:  94%|█████████▍| 4705/5000 [02:43<00:10, 28.47it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 942:  94%|█████████▍| 4705/5000 [02:43<00:10, 28.47it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 942:  94%|█████████▍| 4706/5000 [02:43<00:10, 28.12it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 942:  94%|█████████▍| 4710/5000 [02:43<00:09, 29.28it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 942:  94%|█████████▍| 4710/5000 [02:43<00:09, 29.28it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 943:  94%|█████████▍| 4710/5000 [02:43<00:09, 29.28it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 943:  94%|█████████▍| 4713/5000 [02:44<00:10, 28.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 943:  94%|█████████▍| 4715/5000 [02:44<00:09, 28.54it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 944:  94%|█████████▍| 4715/5000 [02:44<00:09, 28.54it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 944:  94%|█████████▍| 4716/5000 [02:44<00:10, 28.15it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 944:  94%|█████████▍| 4720/5000 [02:44<00:09, 29.32it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 944:  94%|█████████▍| 4720/5000 [02:44<00:09, 29.32it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 945:  94%|█████████▍| 4720/5000 [02:44<00:09, 29.32it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 945:  94%|█████████▍| 4723/5000 [02:44<00:09, 28.85it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 945:  94%|█████████▍| 4725/5000 [02:44<00:09, 28.85it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 946:  94%|█████████▍| 4725/5000 [02:44<00:09, 28.85it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 946:  95%|█████████▍| 4726/5000 [02:44<00:09, 28.43it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 946:  95%|█████████▍| 4730/5000 [02:44<00:09, 29.44it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 946:  95%|█████████▍| 4730/5000 [02:44<00:09, 29.44it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 947:  95%|█████████▍| 4730/5000 [02:44<00:09, 29.44it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 947:  95%|█████████▍| 4733/5000 [02:44<00:09, 28.60it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 947:  95%|█████████▍| 4735/5000 [02:44<00:09, 28.60it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 948:  95%|█████████▍| 4735/5000 [02:44<00:09, 28.60it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 948:  95%|█████████▍| 4736/5000 [02:44<00:09, 28.13it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 948:  95%|█████████▍| 4740/5000 [02:44<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 948:  95%|█████████▍| 4740/5000 [02:44<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 949:  95%|█████████▍| 4740/5000 [02:44<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 949:  95%|█████████▍| 4743/5000 [02:45<00:08, 28.70it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 949:  95%|█████████▍| 4745/5000 [02:45<00:08, 28.70it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 950:  95%|█████████▍| 4745/5000 [02:45<00:08, 28.70it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 950:  95%|█████████▍| 4746/5000 [02:45<00:08, 28.28it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 950:  95%|█████████▌| 4750/5000 [02:45<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 950:  95%|█████████▌| 4750/5000 [02:45<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 951:  95%|█████████▌| 4750/5000 [02:45<00:08, 29.28it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 951:  95%|█████████▌| 4753/5000 [02:45<00:08, 28.50it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 951:  95%|█████████▌| 4755/5000 [02:45<00:08, 28.50it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 952:  95%|█████████▌| 4755/5000 [02:45<00:08, 28.50it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 952:  95%|█████████▌| 4756/5000 [02:45<00:08, 28.16it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 952:  95%|█████████▌| 4760/5000 [02:45<00:08, 29.37it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 952:  95%|█████████▌| 4760/5000 [02:45<00:08, 29.37it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 953:  95%|█████████▌| 4760/5000 [02:45<00:08, 29.37it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 953:  95%|█████████▌| 4763/5000 [02:45<00:08, 28.87it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 953:  95%|█████████▌| 4765/5000 [02:45<00:08, 28.87it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 954:  95%|█████████▌| 4765/5000 [02:45<00:08, 28.87it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 954:  95%|█████████▌| 4766/5000 [02:45<00:08, 28.46it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 954:  95%|█████████▌| 4770/5000 [02:46<00:07, 29.56it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 954:  95%|█████████▌| 4770/5000 [02:46<00:07, 29.56it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 955:  95%|█████████▌| 4770/5000 [02:46<00:07, 29.56it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 955:  95%|█████████▌| 4773/5000 [02:46<00:07, 29.02it/s, datasets_total=11.3, priors_total=-1.08, total=10.2]
Epoch 955:  96%|█████████▌| 4775/5000 [02:46<00:07, 29.02it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 956:  96%|█████████▌| 4775/5000 [02:46<00:07, 29.02it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 956:  96%|█████████▌| 4776/5000 [02:46<00:07, 28.59it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 956:  96%|█████████▌| 4780/5000 [02:46<00:07, 29.48it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 956:  96%|█████████▌| 4780/5000 [02:46<00:07, 29.48it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 957:  96%|█████████▌| 4780/5000 [02:46<00:07, 29.48it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 957:  96%|█████████▌| 4783/5000 [02:46<00:07, 28.91it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 957:  96%|█████████▌| 4785/5000 [02:46<00:07, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 958:  96%|█████████▌| 4785/5000 [02:46<00:07, 28.91it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 958:  96%|█████████▌| 4786/5000 [02:46<00:07, 28.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 958:  96%|█████████▌| 4790/5000 [02:46<00:07, 29.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 958:  96%|█████████▌| 4790/5000 [02:46<00:07, 29.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 959:  96%|█████████▌| 4790/5000 [02:46<00:07, 29.46it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 959:  96%|█████████▌| 4793/5000 [02:46<00:07, 28.73it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 959:  96%|█████████▌| 4795/5000 [02:46<00:07, 28.73it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 960:  96%|█████████▌| 4795/5000 [02:46<00:07, 28.73it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 960:  96%|█████████▌| 4796/5000 [02:46<00:07, 28.37it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 960:  96%|█████████▌| 4800/5000 [02:47<00:06, 29.51it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 960:  96%|█████████▌| 4800/5000 [02:47<00:06, 29.51it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 961:  96%|█████████▌| 4800/5000 [02:47<00:06, 29.51it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 961:  96%|█████████▌| 4803/5000 [02:47<00:06, 28.82it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 961:  96%|█████████▌| 4805/5000 [02:47<00:06, 28.82it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 962:  96%|█████████▌| 4805/5000 [02:47<00:06, 28.82it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 962:  96%|█████████▌| 4806/5000 [02:47<00:06, 28.47it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 962:  96%|█████████▌| 4810/5000 [02:47<00:06, 29.25it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 962:  96%|█████████▌| 4810/5000 [02:47<00:06, 29.25it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 963:  96%|█████████▌| 4810/5000 [02:47<00:06, 29.25it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 963:  96%|█████████▋| 4813/5000 [02:47<00:06, 28.61it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 963:  96%|█████████▋| 4815/5000 [02:47<00:06, 28.61it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 964:  96%|█████████▋| 4815/5000 [02:47<00:06, 28.61it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 964:  96%|█████████▋| 4816/5000 [02:47<00:06, 28.28it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 964:  96%|█████████▋| 4820/5000 [02:47<00:06, 29.44it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 964:  96%|█████████▋| 4820/5000 [02:47<00:06, 29.44it/s, datasets_total=11.3, priors_total=-0.965, total=10.3]
Epoch 965:  96%|█████████▋| 4820/5000 [02:47<00:06, 29.44it/s, datasets_total=11.3, priors_total=-0.965, total=10.3]
Epoch 965:  96%|█████████▋| 4823/5000 [02:47<00:06, 28.94it/s, datasets_total=11.3, priors_total=-0.965, total=10.3]
Epoch 965:  96%|█████████▋| 4825/5000 [02:47<00:06, 28.94it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 966:  96%|█████████▋| 4825/5000 [02:47<00:06, 28.94it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 966:  97%|█████████▋| 4826/5000 [02:47<00:06, 28.59it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 966:  97%|█████████▋| 4830/5000 [02:48<00:05, 29.63it/s, datasets_total=11.3, priors_total=-1.2, total=10.1]
Epoch 966:  97%|█████████▋| 4830/5000 [02:48<00:05, 29.63it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 967:  97%|█████████▋| 4830/5000 [02:48<00:05, 29.63it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 967:  97%|█████████▋| 4833/5000 [02:48<00:05, 29.13it/s, datasets_total=11.3, priors_total=-1.03, total=10.3]
Epoch 967:  97%|█████████▋| 4835/5000 [02:48<00:05, 29.13it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 968:  97%|█████████▋| 4835/5000 [02:48<00:05, 29.13it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 968:  97%|█████████▋| 4836/5000 [02:48<00:05, 28.70it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 968:  97%|█████████▋| 4840/5000 [02:48<00:05, 29.53it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 968:  97%|█████████▋| 4840/5000 [02:48<00:05, 29.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 969:  97%|█████████▋| 4840/5000 [02:48<00:05, 29.53it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 969:  97%|█████████▋| 4843/5000 [02:48<00:05, 28.91it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 969:  97%|█████████▋| 4845/5000 [02:48<00:05, 28.91it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 970:  97%|█████████▋| 4845/5000 [02:48<00:05, 28.91it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 970:  97%|█████████▋| 4846/5000 [02:48<00:05, 28.49it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 970:  97%|█████████▋| 4850/5000 [02:48<00:05, 29.47it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 970:  97%|█████████▋| 4850/5000 [02:48<00:05, 29.47it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 971:  97%|█████████▋| 4850/5000 [02:48<00:05, 29.47it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 971:  97%|█████████▋| 4853/5000 [02:48<00:05, 28.65it/s, datasets_total=11.3, priors_total=-1.02, total=10.3]
Epoch 971:  97%|█████████▋| 4855/5000 [02:48<00:05, 28.65it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 972:  97%|█████████▋| 4855/5000 [02:48<00:05, 28.65it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 972:  97%|█████████▋| 4856/5000 [02:49<00:05, 28.08it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 972:  97%|█████████▋| 4860/5000 [02:49<00:04, 29.00it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 972:  97%|█████████▋| 4860/5000 [02:49<00:04, 29.00it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 973:  97%|█████████▋| 4860/5000 [02:49<00:04, 29.00it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 973:  97%|█████████▋| 4863/5000 [02:49<00:04, 28.50it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 973:  97%|█████████▋| 4865/5000 [02:49<00:04, 28.50it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 974:  97%|█████████▋| 4865/5000 [02:49<00:04, 28.50it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 974:  97%|█████████▋| 4866/5000 [02:49<00:04, 28.06it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 974:  97%|█████████▋| 4870/5000 [02:49<00:04, 28.84it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 974:  97%|█████████▋| 4870/5000 [02:49<00:04, 28.84it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 975:  97%|█████████▋| 4870/5000 [02:49<00:04, 28.84it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 975:  97%|█████████▋| 4873/5000 [02:49<00:04, 28.14it/s, datasets_total=11.3, priors_total=-1.1, total=10.2]
Epoch 975:  98%|█████████▊| 4875/5000 [02:49<00:04, 28.14it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 976:  98%|█████████▊| 4875/5000 [02:49<00:04, 28.14it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 976:  98%|█████████▊| 4876/5000 [02:49<00:04, 27.74it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 976:  98%|█████████▊| 4880/5000 [02:49<00:04, 28.55it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 976:  98%|█████████▊| 4880/5000 [02:49<00:04, 28.55it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 977:  98%|█████████▊| 4880/5000 [02:49<00:04, 28.55it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 977:  98%|█████████▊| 4883/5000 [02:49<00:04, 28.07it/s, datasets_total=11.3, priors_total=-1.12, total=10.2]
Epoch 977:  98%|█████████▊| 4885/5000 [02:50<00:04, 28.07it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 978:  98%|█████████▊| 4885/5000 [02:50<00:04, 28.07it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 978:  98%|█████████▊| 4886/5000 [02:50<00:04, 27.66it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 978:  98%|█████████▊| 4890/5000 [02:50<00:03, 28.78it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 978:  98%|█████████▊| 4890/5000 [02:50<00:03, 28.78it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 979:  98%|█████████▊| 4890/5000 [02:50<00:03, 28.78it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 979:  98%|█████████▊| 4893/5000 [02:50<00:03, 28.29it/s, datasets_total=11.3, priors_total=-0.989, total=10.3]
Epoch 979:  98%|█████████▊| 4895/5000 [02:50<00:03, 28.29it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 980:  98%|█████████▊| 4895/5000 [02:50<00:03, 28.29it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 980:  98%|█████████▊| 4896/5000 [02:50<00:03, 27.89it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 980:  98%|█████████▊| 4900/5000 [02:50<00:03, 28.73it/s, datasets_total=11.3, priors_total=-1.04, total=10.3]
Epoch 980:  98%|█████████▊| 4900/5000 [02:50<00:03, 28.73it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 981:  98%|█████████▊| 4900/5000 [02:50<00:03, 28.73it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 981:  98%|█████████▊| 4903/5000 [02:50<00:03, 28.19it/s, datasets_total=11.3, priors_total=-0.997, total=10.3]
Epoch 981:  98%|█████████▊| 4905/5000 [02:50<00:03, 28.19it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 982:  98%|█████████▊| 4905/5000 [02:50<00:03, 28.19it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 982:  98%|█████████▊| 4906/5000 [02:50<00:03, 27.92it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 982:  98%|█████████▊| 4910/5000 [02:50<00:03, 28.82it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 982:  98%|█████████▊| 4910/5000 [02:50<00:03, 28.82it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 983:  98%|█████████▊| 4910/5000 [02:50<00:03, 28.82it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 983:  98%|█████████▊| 4913/5000 [02:51<00:03, 28.36it/s, datasets_total=11.3, priors_total=-1.11, total=10.2]
Epoch 983:  98%|█████████▊| 4915/5000 [02:51<00:02, 28.36it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 984:  98%|█████████▊| 4915/5000 [02:51<00:02, 28.36it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 984:  98%|█████████▊| 4916/5000 [02:51<00:02, 28.05it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 984:  98%|█████████▊| 4920/5000 [02:51<00:02, 28.85it/s, datasets_total=11.3, priors_total=-1.18, total=10.1]
Epoch 984:  98%|█████████▊| 4920/5000 [02:51<00:02, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 985:  98%|█████████▊| 4920/5000 [02:51<00:02, 28.85it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 985:  98%|█████████▊| 4923/5000 [02:51<00:02, 28.04it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 985:  98%|█████████▊| 4925/5000 [02:51<00:02, 28.04it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 986:  98%|█████████▊| 4925/5000 [02:51<00:02, 28.04it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 986:  99%|█████████▊| 4926/5000 [02:51<00:02, 27.62it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 986:  99%|█████████▊| 4930/5000 [02:51<00:02, 28.55it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 986:  99%|█████████▊| 4930/5000 [02:51<00:02, 28.55it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 987:  99%|█████████▊| 4930/5000 [02:51<00:02, 28.55it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 987:  99%|█████████▊| 4933/5000 [02:51<00:02, 28.26it/s, datasets_total=11.3, priors_total=-1.05, total=10.2]
Epoch 987:  99%|█████████▊| 4935/5000 [02:51<00:02, 28.26it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 988:  99%|█████████▊| 4935/5000 [02:51<00:02, 28.26it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 988:  99%|█████████▊| 4936/5000 [02:51<00:02, 28.12it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 988:  99%|█████████▉| 4940/5000 [02:51<00:02, 29.07it/s, datasets_total=11.3, priors_total=-1.15, total=10.1]
Epoch 988:  99%|█████████▉| 4940/5000 [02:51<00:02, 29.07it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 989:  99%|█████████▉| 4940/5000 [02:51<00:02, 29.07it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 989:  99%|█████████▉| 4943/5000 [02:52<00:01, 28.63it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 989:  99%|█████████▉| 4945/5000 [02:52<00:01, 28.63it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 990:  99%|█████████▉| 4945/5000 [02:52<00:01, 28.63it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 990:  99%|█████████▉| 4946/5000 [02:52<00:01, 28.35it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 990:  99%|█████████▉| 4950/5000 [02:52<00:01, 29.37it/s, datasets_total=11.3, priors_total=-1.07, total=10.2]
Epoch 990:  99%|█████████▉| 4950/5000 [02:52<00:01, 29.37it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 991:  99%|█████████▉| 4950/5000 [02:52<00:01, 29.37it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 991:  99%|█████████▉| 4953/5000 [02:52<00:01, 28.78it/s, datasets_total=11.3, priors_total=-1.16, total=10.1]
Epoch 991:  99%|█████████▉| 4955/5000 [02:52<00:01, 28.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 992:  99%|█████████▉| 4955/5000 [02:52<00:01, 28.78it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 992:  99%|█████████▉| 4956/5000 [02:52<00:01, 28.36it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 992:  99%|█████████▉| 4960/5000 [02:52<00:01, 29.45it/s, datasets_total=11.3, priors_total=-1.14, total=10.2]
Epoch 992:  99%|█████████▉| 4960/5000 [02:52<00:01, 29.45it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 993:  99%|█████████▉| 4960/5000 [02:52<00:01, 29.45it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 993:  99%|█████████▉| 4963/5000 [02:52<00:01, 28.81it/s, datasets_total=11.3, priors_total=-1.04, total=10.2]
Epoch 993:  99%|█████████▉| 4965/5000 [02:52<00:01, 28.81it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 994:  99%|█████████▉| 4965/5000 [02:52<00:01, 28.81it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 994:  99%|█████████▉| 4966/5000 [02:52<00:01, 28.33it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 994:  99%|█████████▉| 4970/5000 [02:52<00:01, 29.41it/s, datasets_total=11.3, priors_total=-0.985, total=10.3]
Epoch 994:  99%|█████████▉| 4970/5000 [02:53<00:01, 29.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 995:  99%|█████████▉| 4970/5000 [02:53<00:01, 29.41it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 995:  99%|█████████▉| 4973/5000 [02:53<00:00, 28.74it/s, datasets_total=11.3, priors_total=-1.13, total=10.2]
Epoch 995: 100%|█████████▉| 4975/5000 [02:53<00:00, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 996: 100%|█████████▉| 4975/5000 [02:53<00:00, 28.74it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 996: 100%|█████████▉| 4976/5000 [02:53<00:00, 28.29it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 996: 100%|█████████▉| 4980/5000 [02:53<00:00, 29.26it/s, datasets_total=11.3, priors_total=-1.01, total=10.3]
Epoch 996: 100%|█████████▉| 4980/5000 [02:53<00:00, 29.26it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 997: 100%|█████████▉| 4980/5000 [02:53<00:00, 29.26it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 997: 100%|█████████▉| 4983/5000 [02:53<00:00, 28.54it/s, datasets_total=11.3, priors_total=-1.09, total=10.2]
Epoch 997: 100%|█████████▉| 4985/5000 [02:53<00:00, 28.54it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 998: 100%|█████████▉| 4985/5000 [02:53<00:00, 28.54it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 998: 100%|█████████▉| 4986/5000 [02:53<00:00, 28.18it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 998: 100%|█████████▉| 4990/5000 [02:53<00:00, 29.36it/s, datasets_total=11.3, priors_total=-1.06, total=10.2]
Epoch 998: 100%|█████████▉| 4990/5000 [02:53<00:00, 29.36it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 999: 100%|█████████▉| 4990/5000 [02:53<00:00, 29.36it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 999: 100%|█████████▉| 4993/5000 [02:53<00:00, 28.86it/s, datasets_total=11.3, priors_total=-1, total=10.3]
Epoch 999: 100%|█████████▉| 4995/5000 [02:53<00:00, 28.86it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 1000: 100%|█████████▉| 4995/5000 [02:53<00:00, 28.86it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 1000: 100%|█████████▉| 4996/5000 [02:53<00:00, 28.54it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 1000: 100%|██████████| 5000/5000 [02:54<00:00, 29.65it/s, datasets_total=11.3, priors_total=-1.14, total=10.1]
Epoch 1000: 100%|██████████| 5000/5000 [02:54<00:00, 29.65it/s, datasets_total=11.3, priors_total=-0.954, total=10.3]
Epoch 1000: 100%|██████████| 5000/5000 [02:54<00:00, 28.73it/s, datasets_total=11.3, priors_total=-0.954, total=10.3]

And plot again the trace of the loss function and the result:

fig, axes = plt.subplots(1, 3, figsize=(12, 4))

flux_ref = datasets["obs-0"]["flux"]
norm = simple_norm(flux_ref, stretch="asinh", asinh_a=0.01)

counts = np.sum([_["counts"] for _ in datasets.values()], axis=0)
axes[0].imshow(counts, origin="lower")
axes[0].set_title("Data")

axes[1].imshow(flux_ref, norm=norm, origin="lower")
axes[1].set_title("Ground Truth")

result.components["flux"].plot(ax=axes[2], norm=norm)
axes[2].set_title("Jolideco Deconvolved")

plt.show()

Finally we can also write the result to a file:

result.write("jolideco-result.fits", overwrite=True)

And we can read the result back in:

result = MAPDeconvolverResult.read("jolideco-result.fits")