diff --git "a/fold_1/logs.models.fold_1.ENCSR802GEV/logfile.modelling.fold_1.ENCSR802GEV.stdout.txt" "b/fold_1/logs.models.fold_1.ENCSR802GEV/logfile.modelling.fold_1.ENCSR802GEV.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_1/logs.models.fold_1.ENCSR802GEV/logfile.modelling.fold_1.ENCSR802GEV.stdout.txt" @@ -0,0 +1,463 @@ +ATAC-seq +ATAC_PE +/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json +Thu Sep 22 19:41:51 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 515.65.01 Driver Version: 515.65.01 CUDA Version: 11.7 | +|-------------------------------+----------------------+----------------------+ +| GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | +| Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | +| | | MIG M. | +|===============================+======================+======================| +| 0 NVIDIA GeForce ... On | 00000000:8A:00.0 Off | N/A | +| 30% 32C P8 23W / 315W | 1MiB / 24576MiB | 0% E. Process | +| | | N/A | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-09-22_19-41-51: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/bigWigs/ENCSR802GEV.bigWig \ + --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --negative_sampling_ratio=0.1 \ + --inputlen=2114 \ + --outputlen=1000 \ + --max_jitter=500 \ + --filters=512 \ + --n_dilation_layers=8 \ + --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/atac_bias_models/fold_1/bias.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1/ +evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] +Number of peaks input: 44040 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 44040 +Number of peaks input: 11203 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 11203 +Number of non peaks input: 43949 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 43949 +Number of non peaks input: 11293 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 11293 +Number of peaks after removing outliers: 43324 +Number of nonpeaks after removing outliers: 40520 +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 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1165/1267 [==========================>...] - ETA: 0s 1174/1267 [==========================>...] - ETA: 0s 1183/1267 [===========================>..] - ETA: 0s 1192/1267 [===========================>..] - ETA: 0s 1201/1267 [===========================>..] - ETA: 0s 1210/1267 [===========================>..] - ETA: 0s 1219/1267 [===========================>..] - ETA: 0s 1228/1267 [============================>.] - ETA: 0s 1237/1267 [============================>.] - ETA: 0s 1246/1267 [============================>.] - ETA: 0s 1255/1267 [============================>.] - ETA: 0s 1264/1267 [============================>.] - ETA: 0s 1267/1267 [==============================] - ETA: 0s 1267/1267 [==============================] - 31s 12ms/step +2022-09-22_19-43-36: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/bigWigs/ENCSR802GEV.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --batch_size=64 \ + --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ + --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss +{'counts_loss_weight': '4.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(39662, 10) +loading nonpeaks... +got split:train for bed regions:(36097, 10) +loading peaks... +got split:valid for bed regions:(3662, 10) +loading nonpeaks... +got split:valid for bed regions:(4423, 10) +Epoch 1/50 + 1/682 [..............................] - ETA: 11:39:13 - loss: 163.9627 - logits_profile_predictions_loss: 150.8604 - logcount_predictions_loss: 2.9116 2/682 [..............................] - ETA: 3:31 - loss: 328.7253 - logits_profile_predictions_loss: 151.5548 - logcount_predictions_loss: 39.3712  3/682 [..............................] - ETA: 3:29 - loss: 346.7552 - logits_profile_predictions_loss: 151.2054 - logcount_predictions_loss: 43.4555 4/682 [..............................] - ETA: 3:28 - loss: 342.6485 - logits_profile_predictions_loss: 151.5210 - logcount_predictions_loss: 42.4728 5/682 [..............................] - ETA: 3:28 - loss: 333.5525 - logits_profile_predictions_loss: 151.6364 - logcount_predictions_loss: 40.4258 6/682 [..............................] - ETA: 3:27 - loss: 323.8510 - logits_profile_predictions_loss: 151.7087 - logcount_predictions_loss: 38.2539 7/682 [..............................] - ETA: 3:27 - loss: 314.6680 - logits_profile_predictions_loss: 151.7507 - logcount_predictions_loss: 36.2039 8/682 [..............................] - ETA: 3:26 - loss: 306.1048 - logits_profile_predictions_loss: 151.5954 - logcount_predictions_loss: 34.3354 9/682 [..............................] - ETA: 3:26 - loss: 298.6827 - logits_profile_predictions_loss: 151.6852 - logcount_predictions_loss: 32.6661 10/682 [..............................] - ETA: 3:26 - loss: 292.2890 - logits_profile_predictions_loss: 151.9948 - logcount_predictions_loss: 31.1765 11/682 [..............................] - ETA: 3:26 - loss: 286.6180 - logits_profile_predictions_loss: 152.3387 - logcount_predictions_loss: 29.8398 12/682 [..............................] - ETA: 3:25 - loss: 281.6114 - logits_profile_predictions_loss: 152.7484 - logcount_predictions_loss: 28.6362 13/682 [..............................] - ETA: 3:25 - loss: 277.0655 - logits_profile_predictions_loss: 153.1043 - logcount_predictions_loss: 27.5469 14/682 [..............................] - ETA: 3:25 - loss: 272.9595 - logits_profile_predictions_loss: 153.4489 - logcount_predictions_loss: 26.5579 15/682 [..............................] - ETA: 3:24 - loss: 269.2405 - logits_profile_predictions_loss: 153.7850 - logcount_predictions_loss: 25.6568 16/682 [..............................] - ETA: 3:24 - loss: 265.8682 - logits_profile_predictions_loss: 154.1235 - logcount_predictions_loss: 24.8321 17/682 [..............................] - ETA: 3:23 - loss: 262.7971 - logits_profile_predictions_loss: 154.4672 - logcount_predictions_loss: 24.0733 18/682 [..............................] - ETA: 3:23 - loss: 259.9222 - logits_profile_predictions_loss: 154.7521 - logcount_predictions_loss: 23.3711 19/682 [..............................] - ETA: 3:23 - loss: 257.2470 - logits_profile_predictions_loss: 155.0035 - logcount_predictions_loss: 22.7208 20/682 [..............................] - ETA: 3:22 - loss: 254.7140 - logits_profile_predictions_loss: 155.1954 - logcount_predictions_loss: 22.1152 21/682 [..............................] - ETA: 3:22 - loss: 252.3014 - logits_profile_predictions_loss: 155.3268 - logcount_predictions_loss: 21.5499 22/682 [..............................] - ETA: 3:22 - loss: 250.0291 - logits_profile_predictions_loss: 155.4353 - logcount_predictions_loss: 21.0209 23/682 [>.............................] - ETA: 3:21 - loss: 247.9010 - logits_profile_predictions_loss: 155.5366 - logcount_predictions_loss: 20.5254 24/682 [>.............................] - ETA: 3:21 - loss: 245.8750 - logits_profile_predictions_loss: 155.6076 - logcount_predictions_loss: 20.0594 25/682 [>.............................] - ETA: 3:21 - loss: 243.9985 - logits_profile_predictions_loss: 155.6974 - logcount_predictions_loss: 19.6225 26/682 [>.............................] - ETA: 3:20 - loss: 242.2208 - logits_profile_predictions_loss: 155.7739 - logcount_predictions_loss: 19.2104 27/682 [>.............................] - ETA: 3:20 - loss: 240.5465 - logits_profile_predictions_loss: 155.8509 - logcount_predictions_loss: 18.8212 28/682 [>.............................] - ETA: 3:20 - loss: 238.9886 - logits_profile_predictions_loss: 155.9470 - logcount_predictions_loss: 18.4537 29/682 [>.............................] - ETA: 3:19 - loss: 237.5266 - logits_profile_predictions_loss: 156.0492 - logcount_predictions_loss: 18.1061 30/682 [>.............................] - ETA: 3:19 - loss: 236.1571 - logits_profile_predictions_loss: 156.1621 - logcount_predictions_loss: 17.7767 31/682 [>.............................] - ETA: 3:19 - loss: 234.8826 - logits_profile_predictions_loss: 156.2949 - logcount_predictions_loss: 17.4639 32/682 [>.............................] - ETA: 3:19 - loss: 233.6492 - logits_profile_predictions_loss: 156.4040 - logcount_predictions_loss: 17.1656 33/682 [>.............................] - ETA: 3:18 - loss: 232.4793 - logits_profile_predictions_loss: 156.5136 - logcount_predictions_loss: 16.8813 34/682 [>.............................] - ETA: 3:18 - loss: 231.3632 - logits_profile_predictions_loss: 156.6196 - logcount_predictions_loss: 16.6097 35/682 [>.............................] - ETA: 3:18 - loss: 230.2832 - logits_profile_predictions_loss: 156.7088 - logcount_predictions_loss: 16.3499 36/682 [>.............................] - ETA: 3:17 - loss: 229.2404 - logits_profile_predictions_loss: 156.7860 - logcount_predictions_loss: 16.1010 37/682 [>.............................] - ETA: 3:17 - loss: 228.2581 - logits_profile_predictions_loss: 156.8742 - logcount_predictions_loss: 15.8631 38/682 [>.............................] - ETA: 3:17 - loss: 227.3380 - logits_profile_predictions_loss: 156.9774 - logcount_predictions_loss: 15.6357 39/682 [>.............................] - ETA: 3:16 - loss: 226.4532 - logits_profile_predictions_loss: 157.0738 - logcount_predictions_loss: 15.4176 40/682 [>.............................] - ETA: 3:16 - loss: 225.6140 - logits_profile_predictions_loss: 157.1761 - logcount_predictions_loss: 15.2084 41/682 [>.............................] - ETA: 3:16 - loss: 224.8066 - logits_profile_predictions_loss: 157.2743 - logcount_predictions_loss: 15.0072 42/682 [>.............................] - ETA: 3:15 - loss: 224.0242 - logits_profile_predictions_loss: 157.3637 - logcount_predictions_loss: 14.8134 43/682 [>.............................] - ETA: 3:15 - loss: 223.2687 - logits_profile_predictions_loss: 157.4479 - logcount_predictions_loss: 14.6269 44/682 [>.............................] - ETA: 3:15 - loss: 222.5395 - logits_profile_predictions_loss: 157.5283 - logcount_predictions_loss: 14.4469 45/682 [>.............................] - ETA: 3:15 - loss: 221.8348 - logits_profile_predictions_loss: 157.6043 - logcount_predictions_loss: 14.2734 46/682 [=>............................] - ETA: 3:14 - loss: 221.1505 - logits_profile_predictions_loss: 157.6738 - logcount_predictions_loss: 14.1059 47/682 [=>............................] - ETA: 3:14 - loss: 220.4984 - logits_profile_predictions_loss: 157.7484 - logcount_predictions_loss: 13.9444 48/682 [=>............................] - ETA: 3:14 - loss: 219.8778 - logits_profile_predictions_loss: 157.8290 - logcount_predictions_loss: 13.7886 49/682 [=>............................] - ETA: 3:13 - loss: 219.2800 - logits_profile_predictions_loss: 157.9090 - logcount_predictions_loss: 13.6380 50/682 [=>............................] - ETA: 3:13 - loss: 218.7003 - logits_profile_predictions_loss: 157.9853 - logcount_predictions_loss: 13.4922 51/682 [=>............................] - ETA: 3:13 - loss: 218.1229 - logits_profile_predictions_loss: 158.0453 - logcount_predictions_loss: 13.3506 52/682 [=>............................] - ETA: 3:12 - loss: 217.5707 - logits_profile_predictions_loss: 158.1100 - logcount_predictions_loss: 13.2135 53/682 [=>............................] - ETA: 3:12 - loss: 217.0464 - logits_profile_predictions_loss: 158.1826 - logcount_predictions_loss: 13.0808 54/682 [=>............................] - ETA: 3:12 - loss: 216.5394 - logits_profile_predictions_loss: 158.2544 - logcount_predictions_loss: 12.9522 55/682 [=>............................] - ETA: 3:12 - loss: 216.0445 - logits_profile_predictions_loss: 158.3217 - logcount_predictions_loss: 12.8273 56/682 [=>............................] - ETA: 3:11 - loss: 215.5640 - logits_profile_predictions_loss: 158.3874 - logcount_predictions_loss: 12.7059 57/682 [=>............................] - ETA: 3:11 - loss: 215.0971 - logits_profile_predictions_loss: 158.4510 - logcount_predictions_loss: 12.5880 58/682 [=>............................] - ETA: 3:11 - loss: 214.6349 - logits_profile_predictions_loss: 158.5055 - logcount_predictions_loss: 12.4732 59/682 [=>............................] - ETA: 3:10 - loss: 214.1761 - logits_profile_predictions_loss: 158.5502 - logcount_predictions_loss: 12.3613 60/682 [=>............................] - ETA: 3:10 - loss: 213.7275 - logits_profile_predictions_loss: 158.5917 - logcount_predictions_loss: 12.2524 61/682 [=>............................] - ETA: 3:10 - loss: 213.2903 - logits_profile_predictions_loss: 158.6315 - logcount_predictions_loss: 12.1464 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181/682 [======>.......................] - ETA: 2:34 - loss: 191.8072 - logits_profile_predictions_loss: 159.3587 - logcount_predictions_loss: 7.2108 182/682 [=======>......................] - ETA: 2:34 - loss: 191.7337 - logits_profile_predictions_loss: 159.3597 - logcount_predictions_loss: 7.1942 183/682 [=======>......................] - ETA: 2:33 - loss: 191.6607 - logits_profile_predictions_loss: 159.3606 - logcount_predictions_loss: 7.1778 184/682 [=======>......................] - ETA: 2:33 - loss: 191.5885 - logits_profile_predictions_loss: 159.3615 - logcount_predictions_loss: 7.1615 185/682 [=======>......................] - ETA: 2:33 - loss: 191.5167 - logits_profile_predictions_loss: 159.3622 - logcount_predictions_loss: 7.1454 186/682 [=======>......................] - ETA: 2:32 - loss: 191.4456 - logits_profile_predictions_loss: 159.3629 - logcount_predictions_loss: 7.1295 187/682 [=======>......................] - ETA: 2:32 - loss: 191.3753 - 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val_logits_profile_predictions_loss: 167.9680 - val_logcount_predictions_loss: 0.8386 + +Epoch 00001: val_loss improved from inf to 171.74190, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1/chrombpnet.h5 +Epoch 2/50 + 1/682 [..............................] - ETA: 3:36 - loss: 163.7741 - logits_profile_predictions_loss: 159.5126 - logcount_predictions_loss: 0.9470 2/682 [..............................] - ETA: 3:31 - loss: 167.7118 - logits_profile_predictions_loss: 163.7084 - logcount_predictions_loss: 0.8897 3/682 [..............................] - ETA: 3:30 - loss: 168.9729 - logits_profile_predictions_loss: 165.1535 - logcount_predictions_loss: 0.8488 4/682 [..............................] - ETA: 3:30 - loss: 169.3382 - logits_profile_predictions_loss: 165.6757 - logcount_predictions_loss: 0.8139 5/682 [..............................] - ETA: 3:30 - loss: 169.7926 - logits_profile_predictions_loss: 166.1823 - 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[..............................] - ETA: 3:26 - loss: 164.8522 - logits_profile_predictions_loss: 161.3802 - logcount_predictions_loss: 0.7716 20/682 [..............................] - ETA: 3:26 - loss: 164.7228 - logits_profile_predictions_loss: 161.2503 - logcount_predictions_loss: 0.7717 21/682 [..............................] - ETA: 3:26 - loss: 164.6108 - logits_profile_predictions_loss: 161.1370 - logcount_predictions_loss: 0.7720 22/682 [..............................] - ETA: 3:25 - loss: 164.4592 - logits_profile_predictions_loss: 160.9828 - logcount_predictions_loss: 0.7725 23/682 [>.............................] - ETA: 3:25 - loss: 164.3354 - logits_profile_predictions_loss: 160.8559 - logcount_predictions_loss: 0.7732 24/682 [>.............................] - ETA: 3:25 - loss: 164.2133 - logits_profile_predictions_loss: 160.7300 - logcount_predictions_loss: 0.7741 25/682 [>.............................] - ETA: 3:25 - loss: 164.1686 - logits_profile_predictions_loss: 160.6806 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[>.............................] - ETA: 3:20 - loss: 163.8456 - logits_profile_predictions_loss: 160.3420 - logcount_predictions_loss: 0.7786 40/682 [>.............................] - ETA: 3:20 - loss: 163.8182 - logits_profile_predictions_loss: 160.3152 - logcount_predictions_loss: 0.7784 41/682 [>.............................] - ETA: 3:20 - loss: 163.8047 - logits_profile_predictions_loss: 160.3024 - logcount_predictions_loss: 0.7783 42/682 [>.............................] - ETA: 3:20 - loss: 163.7916 - logits_profile_predictions_loss: 160.2895 - logcount_predictions_loss: 0.7783 43/682 [>.............................] - ETA: 3:19 - loss: 163.7923 - logits_profile_predictions_loss: 160.2902 - logcount_predictions_loss: 0.7782 44/682 [>.............................] - ETA: 3:19 - loss: 163.7965 - logits_profile_predictions_loss: 160.2945 - logcount_predictions_loss: 0.7782 45/682 [>.............................] - ETA: 3:19 - loss: 163.7967 - logits_profile_predictions_loss: 160.2947 - logcount_predictions_loss: 0.7782 46/682 [=>............................] - ETA: 3:18 - loss: 163.7942 - logits_profile_predictions_loss: 160.2920 - logcount_predictions_loss: 0.7783 47/682 [=>............................] - ETA: 3:18 - loss: 163.7863 - logits_profile_predictions_loss: 160.2842 - logcount_predictions_loss: 0.7783 48/682 [=>............................] - ETA: 3:18 - loss: 163.7780 - logits_profile_predictions_loss: 160.2762 - logcount_predictions_loss: 0.7782 49/682 [=>............................] - ETA: 3:17 - loss: 163.7656 - logits_profile_predictions_loss: 160.2645 - logcount_predictions_loss: 0.7780 50/682 [=>............................] - ETA: 3:17 - loss: 163.7534 - logits_profile_predictions_loss: 160.2528 - logcount_predictions_loss: 0.7779 51/682 [=>............................] - ETA: 3:17 - loss: 163.7361 - logits_profile_predictions_loss: 160.2361 - logcount_predictions_loss: 0.7778 52/682 [=>............................] - ETA: 3:17 - loss: 163.7199 - logits_profile_predictions_loss: 160.2206 - logcount_predictions_loss: 0.7776 53/682 [=>............................] - ETA: 3:16 - loss: 163.6964 - logits_profile_predictions_loss: 160.1976 - logcount_predictions_loss: 0.7775 54/682 [=>............................] - ETA: 3:16 - loss: 163.6757 - logits_profile_predictions_loss: 160.1773 - logcount_predictions_loss: 0.7774 55/682 [=>............................] - ETA: 3:16 - loss: 163.6550 - logits_profile_predictions_loss: 160.1573 - logcount_predictions_loss: 0.7773 56/682 [=>............................] - ETA: 3:15 - loss: 163.6343 - logits_profile_predictions_loss: 160.1372 - logcount_predictions_loss: 0.7771 57/682 [=>............................] - ETA: 3:15 - loss: 163.6159 - logits_profile_predictions_loss: 160.1194 - logcount_predictions_loss: 0.7770 58/682 [=>............................] - ETA: 3:15 - loss: 163.5928 - logits_profile_predictions_loss: 160.0966 - logcount_predictions_loss: 0.7769 59/682 [=>............................] - ETA: 3:14 - loss: 163.5652 - logits_profile_predictions_loss: 160.0696 - logcount_predictions_loss: 0.7768 60/682 [=>............................] - ETA: 3:14 - loss: 163.5421 - logits_profile_predictions_loss: 160.0468 - logcount_predictions_loss: 0.7767 61/682 [=>............................] - ETA: 3:14 - loss: 163.5183 - logits_profile_predictions_loss: 160.0233 - logcount_predictions_loss: 0.7767 62/682 [=>............................] - ETA: 3:13 - loss: 163.4899 - logits_profile_predictions_loss: 159.9952 - logcount_predictions_loss: 0.7766 63/682 [=>............................] - ETA: 3:13 - loss: 163.4635 - logits_profile_predictions_loss: 159.9691 - logcount_predictions_loss: 0.7766 64/682 [=>............................] - ETA: 3:13 - loss: 163.4388 - logits_profile_predictions_loss: 159.9447 - logcount_predictions_loss: 0.7765 65/682 [=>............................] - ETA: 3:13 - loss: 163.4173 - logits_profile_predictions_loss: 159.9235 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logits_profile_predictions_loss: 159.7947 - logcount_predictions_loss: 0.7751 73/682 [==>...........................] - ETA: 3:10 - loss: 163.2649 - logits_profile_predictions_loss: 159.7776 - logcount_predictions_loss: 0.7750 74/682 [==>...........................] - ETA: 3:10 - loss: 163.2475 - logits_profile_predictions_loss: 159.7608 - logcount_predictions_loss: 0.7748 75/682 [==>...........................] - ETA: 3:10 - loss: 163.2321 - logits_profile_predictions_loss: 159.7459 - logcount_predictions_loss: 0.7747 76/682 [==>...........................] - ETA: 3:09 - loss: 163.2143 - logits_profile_predictions_loss: 159.7287 - logcount_predictions_loss: 0.7746 77/682 [==>...........................] - ETA: 3:09 - loss: 163.1952 - logits_profile_predictions_loss: 159.7104 - logcount_predictions_loss: 0.7744 78/682 [==>...........................] - ETA: 3:09 - loss: 163.1785 - logits_profile_predictions_loss: 159.6943 - logcount_predictions_loss: 0.7743 79/682 [==>...........................] - ETA: 3:08 - loss: 163.1589 - logits_profile_predictions_loss: 159.6755 - logcount_predictions_loss: 0.7741 80/682 [==>...........................] - ETA: 3:08 - loss: 163.1375 - logits_profile_predictions_loss: 159.6549 - logcount_predictions_loss: 0.7739 81/682 [==>...........................] - ETA: 3:08 - loss: 163.1153 - logits_profile_predictions_loss: 159.6335 - logcount_predictions_loss: 0.7737 82/682 [==>...........................] - ETA: 3:07 - loss: 163.0944 - logits_profile_predictions_loss: 159.6136 - logcount_predictions_loss: 0.7735 83/682 [==>...........................] - ETA: 3:07 - loss: 163.0743 - logits_profile_predictions_loss: 159.5944 - logcount_predictions_loss: 0.7733 84/682 [==>...........................] - ETA: 3:07 - loss: 163.0582 - logits_profile_predictions_loss: 159.5791 - logcount_predictions_loss: 0.7731 85/682 [==>...........................] - ETA: 3:07 - loss: 163.0408 - logits_profile_predictions_loss: 159.5629 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[============================>.] - ETA: 2s - loss: 161.0864 - logits_profile_predictions_loss: 157.7867 - logcount_predictions_loss: 0.7333 676/682 [============================>.] - ETA: 1s - loss: 161.0848 - logits_profile_predictions_loss: 157.7853 - logcount_predictions_loss: 0.7332 677/682 [============================>.] - ETA: 1s - loss: 161.0832 - logits_profile_predictions_loss: 157.7839 - logcount_predictions_loss: 0.7332 678/682 [============================>.] - ETA: 1s - loss: 161.0816 - logits_profile_predictions_loss: 157.7824 - logcount_predictions_loss: 0.7331 679/682 [============================>.] - ETA: 0s - loss: 161.0800 - logits_profile_predictions_loss: 157.7810 - logcount_predictions_loss: 0.7331 680/682 [============================>.] - ETA: 0s - loss: 161.0783 - logits_profile_predictions_loss: 157.7796 - logcount_predictions_loss: 0.7331 681/682 [============================>.] - ETA: 0s - loss: 161.0768 - logits_profile_predictions_loss: 157.7782 - 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loss: 145.2824 - logits_profile_predictions_loss: 142.3218 - logcount_predictions_loss: 0.6579 4/682 [..............................] - ETA: 3:34 - loss: 147.2780 - logits_profile_predictions_loss: 144.3906 - logcount_predictions_loss: 0.6416 5/682 [..............................] - ETA: 3:34 - loss: 149.7449 - logits_profile_predictions_loss: 146.8549 - logcount_predictions_loss: 0.6422 6/682 [..............................] - ETA: 3:34 - loss: 150.9773 - logits_profile_predictions_loss: 148.0718 - logcount_predictions_loss: 0.6457 7/682 [..............................] - ETA: 3:34 - loss: 151.9554 - logits_profile_predictions_loss: 149.0333 - logcount_predictions_loss: 0.6494 8/682 [..............................] - ETA: 3:33 - loss: 152.5500 - logits_profile_predictions_loss: 149.6143 - logcount_predictions_loss: 0.6524 9/682 [..............................] - ETA: 3:33 - loss: 153.1153 - logits_profile_predictions_loss: 150.1648 - logcount_predictions_loss: 0.6557 10/682 [..............................] - ETA: 3:33 - loss: 153.3181 - logits_profile_predictions_loss: 150.3627 - logcount_predictions_loss: 0.6568 11/682 [..............................] - ETA: 3:32 - loss: 153.5726 - logits_profile_predictions_loss: 150.6094 - logcount_predictions_loss: 0.6585 12/682 [..............................] - ETA: 3:32 - loss: 153.8841 - logits_profile_predictions_loss: 150.9059 - logcount_predictions_loss: 0.6618 13/682 [..............................] - ETA: 3:32 - loss: 154.1511 - logits_profile_predictions_loss: 151.1617 - logcount_predictions_loss: 0.6643 14/682 [..............................] - ETA: 3:32 - loss: 154.5131 - logits_profile_predictions_loss: 151.5151 - logcount_predictions_loss: 0.6662 15/682 [..............................] - ETA: 3:31 - loss: 154.9438 - logits_profile_predictions_loss: 151.9332 - logcount_predictions_loss: 0.6690 16/682 [..............................] - ETA: 3:31 - loss: 155.2627 - logits_profile_predictions_loss: 152.2406 - logcount_predictions_loss: 0.6716 17/682 [..............................] - ETA: 3:31 - loss: 155.5297 - logits_profile_predictions_loss: 152.4996 - logcount_predictions_loss: 0.6733 18/682 [..............................] - ETA: 3:30 - loss: 155.7693 - logits_profile_predictions_loss: 152.7312 - logcount_predictions_loss: 0.6751 19/682 [..............................] - ETA: 3:30 - loss: 155.9589 - logits_profile_predictions_loss: 152.9144 - logcount_predictions_loss: 0.6766 20/682 [..............................] - ETA: 3:30 - loss: 156.1864 - logits_profile_predictions_loss: 153.1358 - logcount_predictions_loss: 0.6779 21/682 [..............................] - ETA: 3:30 - loss: 156.3808 - logits_profile_predictions_loss: 153.3265 - logcount_predictions_loss: 0.6787 22/682 [..............................] - ETA: 3:29 - loss: 156.5379 - logits_profile_predictions_loss: 153.4799 - logcount_predictions_loss: 0.6795 23/682 [>.............................] - ETA: 3:29 - loss: 156.6703 - logits_profile_predictions_loss: 153.6094 - logcount_predictions_loss: 0.6802 24/682 [>.............................] - ETA: 3:29 - loss: 156.8463 - logits_profile_predictions_loss: 153.7830 - logcount_predictions_loss: 0.6807 25/682 [>.............................] - ETA: 3:28 - loss: 156.9989 - logits_profile_predictions_loss: 153.9350 - logcount_predictions_loss: 0.6809 26/682 [>.............................] - ETA: 3:28 - loss: 157.1271 - logits_profile_predictions_loss: 154.0621 - logcount_predictions_loss: 0.6811 27/682 [>.............................] - ETA: 3:28 - loss: 157.2683 - logits_profile_predictions_loss: 154.2020 - logcount_predictions_loss: 0.6814 28/682 [>.............................] - ETA: 3:27 - loss: 157.3984 - logits_profile_predictions_loss: 154.3305 - logcount_predictions_loss: 0.6818 29/682 [>.............................] - ETA: 3:27 - loss: 157.5057 - logits_profile_predictions_loss: 154.4366 - logcount_predictions_loss: 0.6820 30/682 [>.............................] - ETA: 3:27 - loss: 157.5868 - logits_profile_predictions_loss: 154.5168 - logcount_predictions_loss: 0.6822 31/682 [>.............................] - ETA: 3:27 - loss: 157.6946 - logits_profile_predictions_loss: 154.6230 - logcount_predictions_loss: 0.6826 32/682 [>.............................] - ETA: 3:26 - loss: 157.7818 - logits_profile_predictions_loss: 154.7094 - logcount_predictions_loss: 0.6828 33/682 [>.............................] - ETA: 3:26 - loss: 157.8576 - logits_profile_predictions_loss: 154.7845 - logcount_predictions_loss: 0.6829 34/682 [>.............................] - ETA: 3:26 - loss: 157.9214 - logits_profile_predictions_loss: 154.8489 - logcount_predictions_loss: 0.6828 35/682 [>.............................] - ETA: 3:25 - loss: 157.9659 - logits_profile_predictions_loss: 154.8951 - logcount_predictions_loss: 0.6824 36/682 [>.............................] - ETA: 3:25 - loss: 158.0286 - logits_profile_predictions_loss: 154.9596 - logcount_predictions_loss: 0.6820 37/682 [>.............................] - ETA: 3:25 - loss: 158.0810 - logits_profile_predictions_loss: 155.0136 - logcount_predictions_loss: 0.6816 38/682 [>.............................] - ETA: 3:24 - loss: 158.1260 - logits_profile_predictions_loss: 155.0601 - logcount_predictions_loss: 0.6813 39/682 [>.............................] - ETA: 3:24 - loss: 158.1639 - logits_profile_predictions_loss: 155.0994 - logcount_predictions_loss: 0.6810 40/682 [>.............................] - ETA: 3:24 - loss: 158.2004 - logits_profile_predictions_loss: 155.1374 - logcount_predictions_loss: 0.6807 41/682 [>.............................] - ETA: 3:23 - loss: 158.2313 - logits_profile_predictions_loss: 155.1699 - logcount_predictions_loss: 0.6803 42/682 [>.............................] - ETA: 3:23 - loss: 158.2605 - logits_profile_predictions_loss: 155.2009 - logcount_predictions_loss: 0.6799 43/682 [>.............................] - ETA: 3:23 - loss: 158.2833 - logits_profile_predictions_loss: 155.2258 - logcount_predictions_loss: 0.6794 44/682 [>.............................] - ETA: 3:23 - loss: 158.2997 - logits_profile_predictions_loss: 155.2444 - logcount_predictions_loss: 0.6790 45/682 [>.............................] - ETA: 3:22 - loss: 158.3190 - logits_profile_predictions_loss: 155.2660 - logcount_predictions_loss: 0.6784 46/682 [=>............................] - ETA: 3:22 - loss: 158.3294 - logits_profile_predictions_loss: 155.2792 - logcount_predictions_loss: 0.6778 47/682 [=>............................] - ETA: 3:22 - loss: 158.3502 - logits_profile_predictions_loss: 155.3022 - logcount_predictions_loss: 0.6773 48/682 [=>............................] - ETA: 3:21 - loss: 158.3730 - logits_profile_predictions_loss: 155.3273 - logcount_predictions_loss: 0.6768 49/682 [=>............................] - ETA: 3:21 - loss: 158.4017 - logits_profile_predictions_loss: 155.3582 - logcount_predictions_loss: 0.6763 50/682 [=>............................] - ETA: 3:21 - loss: 158.4239 - logits_profile_predictions_loss: 155.3822 - logcount_predictions_loss: 0.6759 51/682 [=>............................] - ETA: 3:20 - loss: 158.4431 - logits_profile_predictions_loss: 155.4028 - logcount_predictions_loss: 0.6756 52/682 [=>............................] - ETA: 3:20 - loss: 158.4553 - logits_profile_predictions_loss: 155.4162 - logcount_predictions_loss: 0.6753 53/682 [=>............................] - ETA: 3:20 - loss: 158.4701 - logits_profile_predictions_loss: 155.4321 - logcount_predictions_loss: 0.6751 54/682 [=>............................] - ETA: 3:19 - loss: 158.4827 - logits_profile_predictions_loss: 155.4460 - logcount_predictions_loss: 0.6748 55/682 [=>............................] - ETA: 3:19 - loss: 158.4956 - logits_profile_predictions_loss: 155.4596 - logcount_predictions_loss: 0.6747 56/682 [=>............................] - ETA: 3:19 - loss: 158.5105 - logits_profile_predictions_loss: 155.4754 - logcount_predictions_loss: 0.6745 57/682 [=>............................] - ETA: 3:18 - loss: 158.5261 - logits_profile_predictions_loss: 155.4919 - logcount_predictions_loss: 0.6743 58/682 [=>............................] - ETA: 3:18 - loss: 158.5366 - logits_profile_predictions_loss: 155.5032 - logcount_predictions_loss: 0.6741 59/682 [=>............................] - ETA: 3:18 - loss: 158.5368 - logits_profile_predictions_loss: 155.5038 - logcount_predictions_loss: 0.6740 60/682 [=>............................] - ETA: 3:18 - loss: 158.5405 - logits_profile_predictions_loss: 155.5079 - logcount_predictions_loss: 0.6739 61/682 [=>............................] - ETA: 3:17 - loss: 158.5460 - logits_profile_predictions_loss: 155.5134 - logcount_predictions_loss: 0.6739 62/682 [=>............................] - ETA: 3:17 - loss: 158.5507 - logits_profile_predictions_loss: 155.5183 - logcount_predictions_loss: 0.6739 63/682 [=>............................] - ETA: 3:17 - loss: 158.5538 - logits_profile_predictions_loss: 155.5214 - logcount_predictions_loss: 0.6739 64/682 [=>............................] - ETA: 3:16 - loss: 158.5546 - logits_profile_predictions_loss: 155.5223 - logcount_predictions_loss: 0.6738 65/682 [=>............................] - ETA: 3:16 - loss: 158.5549 - logits_profile_predictions_loss: 155.5226 - logcount_predictions_loss: 0.6739 66/682 [=>............................] - ETA: 3:16 - loss: 158.5575 - logits_profile_predictions_loss: 155.5252 - logcount_predictions_loss: 0.6738 67/682 [=>............................] - ETA: 3:15 - loss: 158.5617 - logits_profile_predictions_loss: 155.5293 - logcount_predictions_loss: 0.6738 68/682 [=>............................] - ETA: 3:15 - loss: 158.5628 - logits_profile_predictions_loss: 155.5306 - logcount_predictions_loss: 0.6738 69/682 [==>...........................] - ETA: 3:15 - loss: 158.5621 - logits_profile_predictions_loss: 155.5300 - logcount_predictions_loss: 0.6738 70/682 [==>...........................] - ETA: 3:14 - loss: 158.5631 - logits_profile_predictions_loss: 155.5313 - logcount_predictions_loss: 0.6737 71/682 [==>...........................] - ETA: 3:14 - loss: 158.5631 - logits_profile_predictions_loss: 155.5315 - logcount_predictions_loss: 0.6737 72/682 [==>...........................] - ETA: 3:14 - loss: 158.5621 - logits_profile_predictions_loss: 155.5309 - logcount_predictions_loss: 0.6736 73/682 [==>...........................] - ETA: 3:13 - loss: 158.5569 - logits_profile_predictions_loss: 155.5260 - logcount_predictions_loss: 0.6735 74/682 [==>...........................] - ETA: 3:13 - loss: 158.5534 - logits_profile_predictions_loss: 155.5229 - logcount_predictions_loss: 0.6734 75/682 [==>...........................] - ETA: 3:13 - loss: 158.5525 - logits_profile_predictions_loss: 155.5222 - logcount_predictions_loss: 0.6734 76/682 [==>...........................] - ETA: 3:13 - loss: 158.5541 - logits_profile_predictions_loss: 155.5237 - logcount_predictions_loss: 0.6734 77/682 [==>...........................] - ETA: 3:12 - loss: 158.5562 - logits_profile_predictions_loss: 155.5258 - logcount_predictions_loss: 0.6734 78/682 [==>...........................] - ETA: 3:12 - loss: 158.5594 - logits_profile_predictions_loss: 155.5289 - logcount_predictions_loss: 0.6735 79/682 [==>...........................] - ETA: 3:12 - loss: 158.5610 - logits_profile_predictions_loss: 155.5304 - logcount_predictions_loss: 0.6735 80/682 [==>...........................] - ETA: 3:11 - loss: 158.5620 - logits_profile_predictions_loss: 155.5314 - logcount_predictions_loss: 0.6735 81/682 [==>...........................] - ETA: 3:11 - loss: 158.5603 - logits_profile_predictions_loss: 155.5299 - logcount_predictions_loss: 0.6734 82/682 [==>...........................] - ETA: 3:11 - loss: 158.5573 - logits_profile_predictions_loss: 155.5271 - logcount_predictions_loss: 0.6734 83/682 [==>...........................] - ETA: 3:10 - loss: 158.5568 - logits_profile_predictions_loss: 155.5266 - logcount_predictions_loss: 0.6734 84/682 [==>...........................] - ETA: 3:10 - loss: 158.5599 - logits_profile_predictions_loss: 155.5299 - logcount_predictions_loss: 0.6733 85/682 [==>...........................] - ETA: 3:10 - loss: 158.5634 - logits_profile_predictions_loss: 155.5335 - logcount_predictions_loss: 0.6733 86/682 [==>...........................] - ETA: 3:09 - loss: 158.5661 - logits_profile_predictions_loss: 155.5364 - logcount_predictions_loss: 0.6733 87/682 [==>...........................] - ETA: 3:09 - loss: 158.5691 - logits_profile_predictions_loss: 155.5397 - logcount_predictions_loss: 0.6732 88/682 [==>...........................] - ETA: 3:09 - loss: 158.5683 - logits_profile_predictions_loss: 155.5392 - logcount_predictions_loss: 0.6731 89/682 [==>...........................] - ETA: 3:08 - loss: 158.5709 - logits_profile_predictions_loss: 155.5419 - logcount_predictions_loss: 0.6731 90/682 [==>...........................] - ETA: 3:08 - loss: 158.5705 - logits_profile_predictions_loss: 155.5419 - logcount_predictions_loss: 0.6730 91/682 [===>..........................] - ETA: 3:08 - loss: 158.5695 - logits_profile_predictions_loss: 155.5411 - logcount_predictions_loss: 0.6730 92/682 [===>..........................] - ETA: 3:08 - loss: 158.5697 - logits_profile_predictions_loss: 155.5416 - logcount_predictions_loss: 0.6729 93/682 [===>..........................] - ETA: 3:07 - loss: 158.5693 - logits_profile_predictions_loss: 155.5414 - logcount_predictions_loss: 0.6729 94/682 [===>..........................] - ETA: 3:07 - loss: 158.5699 - logits_profile_predictions_loss: 155.5423 - logcount_predictions_loss: 0.6728 95/682 [===>..........................] - ETA: 3:07 - loss: 158.5718 - logits_profile_predictions_loss: 155.5444 - logcount_predictions_loss: 0.6728 96/682 [===>..........................] - ETA: 3:06 - loss: 158.5744 - logits_profile_predictions_loss: 155.5473 - logcount_predictions_loss: 0.6727 97/682 [===>..........................] - ETA: 3:06 - loss: 158.5774 - logits_profile_predictions_loss: 155.5505 - logcount_predictions_loss: 0.6726 98/682 [===>..........................] - ETA: 3:06 - loss: 158.5811 - logits_profile_predictions_loss: 155.5543 - logcount_predictions_loss: 0.6726 99/682 [===>..........................] - ETA: 3:05 - loss: 158.5852 - logits_profile_predictions_loss: 155.5585 - logcount_predictions_loss: 0.6726 100/682 [===>..........................] - ETA: 3:05 - loss: 158.5899 - logits_profile_predictions_loss: 155.5635 - logcount_predictions_loss: 0.6725 101/682 [===>..........................] - ETA: 3:05 - loss: 158.5953 - logits_profile_predictions_loss: 155.5690 - logcount_predictions_loss: 0.6725 102/682 [===>..........................] - ETA: 3:05 - loss: 158.6010 - logits_profile_predictions_loss: 155.5750 - logcount_predictions_loss: 0.6724 103/682 [===>..........................] - ETA: 3:04 - loss: 158.6070 - logits_profile_predictions_loss: 155.5813 - logcount_predictions_loss: 0.6724 104/682 [===>..........................] - ETA: 3:04 - loss: 158.6113 - logits_profile_predictions_loss: 155.5860 - logcount_predictions_loss: 0.6723 105/682 [===>..........................] - ETA: 3:04 - loss: 158.6166 - logits_profile_predictions_loss: 155.5917 - logcount_predictions_loss: 0.6722 106/682 [===>..........................] - ETA: 3:03 - loss: 158.6201 - logits_profile_predictions_loss: 155.5954 - logcount_predictions_loss: 0.6721 107/682 [===>..........................] - ETA: 3:03 - loss: 158.6220 - logits_profile_predictions_loss: 155.5976 - logcount_predictions_loss: 0.6721 108/682 [===>..........................] - ETA: 3:03 - loss: 158.6233 - logits_profile_predictions_loss: 155.5991 - logcount_predictions_loss: 0.6720 109/682 [===>..........................] - ETA: 3:02 - loss: 158.6242 - logits_profile_predictions_loss: 155.6003 - logcount_predictions_loss: 0.6720 110/682 [===>..........................] - ETA: 3:02 - loss: 158.6255 - logits_profile_predictions_loss: 155.6018 - logcount_predictions_loss: 0.6719 111/682 [===>..........................] - ETA: 3:02 - loss: 158.6269 - logits_profile_predictions_loss: 155.6035 - logcount_predictions_loss: 0.6719 112/682 [===>..........................] - ETA: 3:01 - loss: 158.6277 - logits_profile_predictions_loss: 155.6044 - logcount_predictions_loss: 0.6718 113/682 [===>..........................] - ETA: 3:01 - loss: 158.6295 - logits_profile_predictions_loss: 155.6064 - logcount_predictions_loss: 0.6718 114/682 [====>.........................] - ETA: 3:01 - loss: 158.6306 - logits_profile_predictions_loss: 155.6078 - logcount_predictions_loss: 0.6717 115/682 [====>.........................] - ETA: 3:00 - loss: 158.6308 - logits_profile_predictions_loss: 155.6083 - logcount_predictions_loss: 0.6717 116/682 [====>.........................] - ETA: 3:00 - loss: 158.6321 - logits_profile_predictions_loss: 155.6098 - logcount_predictions_loss: 0.6716 117/682 [====>.........................] - ETA: 3:00 - loss: 158.6339 - logits_profile_predictions_loss: 155.6118 - logcount_predictions_loss: 0.6716 118/682 [====>.........................] - ETA: 3:00 - loss: 158.6338 - logits_profile_predictions_loss: 155.6119 - logcount_predictions_loss: 0.6715 119/682 [====>.........................] - ETA: 2:59 - loss: 158.6340 - logits_profile_predictions_loss: 155.6123 - logcount_predictions_loss: 0.6715 120/682 [====>.........................] - ETA: 2:59 - loss: 158.6359 - logits_profile_predictions_loss: 155.6144 - logcount_predictions_loss: 0.6714 121/682 [====>.........................] - ETA: 2:59 - loss: 158.6378 - logits_profile_predictions_loss: 155.6166 - logcount_predictions_loss: 0.6714 122/682 [====>.........................] - ETA: 2:58 - loss: 158.6391 - logits_profile_predictions_loss: 155.6180 - logcount_predictions_loss: 0.6714 123/682 [====>.........................] - ETA: 2:58 - 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[..............................] - ETA: 3:30 - loss: 151.8089 - logits_profile_predictions_loss: 148.6394 - logcount_predictions_loss: 0.7043 20/682 [..............................] - ETA: 3:30 - loss: 151.9731 - logits_profile_predictions_loss: 148.8150 - logcount_predictions_loss: 0.7018 21/682 [..............................] - ETA: 3:29 - loss: 152.1403 - logits_profile_predictions_loss: 148.9922 - logcount_predictions_loss: 0.6996 22/682 [..............................] - ETA: 3:29 - loss: 152.2956 - logits_profile_predictions_loss: 149.1573 - logcount_predictions_loss: 0.6974 23/682 [>.............................] - ETA: 3:29 - loss: 152.4732 - logits_profile_predictions_loss: 149.3452 - logcount_predictions_loss: 0.6951 24/682 [>.............................] - ETA: 3:28 - loss: 152.6497 - logits_profile_predictions_loss: 149.5325 - logcount_predictions_loss: 0.6927 25/682 [>.............................] - ETA: 3:28 - loss: 152.8085 - logits_profile_predictions_loss: 149.7026 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[>.............................] - ETA: 3:24 - loss: 154.0026 - logits_profile_predictions_loss: 151.0092 - logcount_predictions_loss: 0.6652 40/682 [>.............................] - ETA: 3:24 - loss: 154.0328 - logits_profile_predictions_loss: 151.0458 - logcount_predictions_loss: 0.6638 41/682 [>.............................] - ETA: 3:23 - loss: 154.0506 - logits_profile_predictions_loss: 151.0701 - logcount_predictions_loss: 0.6623 42/682 [>.............................] - ETA: 3:23 - loss: 154.0798 - logits_profile_predictions_loss: 151.1059 - logcount_predictions_loss: 0.6609 43/682 [>.............................] - ETA: 3:23 - loss: 154.1067 - logits_profile_predictions_loss: 151.1396 - logcount_predictions_loss: 0.6593 44/682 [>.............................] - ETA: 3:22 - loss: 154.1294 - logits_profile_predictions_loss: 151.1689 - logcount_predictions_loss: 0.6579 45/682 [>.............................] - ETA: 3:22 - loss: 154.1570 - logits_profile_predictions_loss: 151.2025 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[=>............................] - ETA: 3:18 - loss: 154.3180 - logits_profile_predictions_loss: 151.4199 - logcount_predictions_loss: 0.6440 60/682 [=>............................] - ETA: 3:17 - loss: 154.3280 - logits_profile_predictions_loss: 151.4329 - logcount_predictions_loss: 0.6433 61/682 [=>............................] - ETA: 3:17 - loss: 154.3371 - logits_profile_predictions_loss: 151.4451 - logcount_predictions_loss: 0.6427 62/682 [=>............................] - ETA: 3:17 - loss: 154.3492 - logits_profile_predictions_loss: 151.4598 - logcount_predictions_loss: 0.6421 63/682 [=>............................] - ETA: 3:16 - loss: 154.3553 - logits_profile_predictions_loss: 151.4686 - logcount_predictions_loss: 0.6415 64/682 [=>............................] - ETA: 3:16 - loss: 154.3591 - logits_profile_predictions_loss: 151.4747 - logcount_predictions_loss: 0.6410 65/682 [=>............................] - ETA: 3:16 - loss: 154.3624 - logits_profile_predictions_loss: 151.4803 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[============================>.] - ETA: 2s - loss: 155.1909 - logits_profile_predictions_loss: 152.5539 - logcount_predictions_loss: 0.5860 676/682 [============================>.] - ETA: 1s - loss: 155.1914 - logits_profile_predictions_loss: 152.5544 - logcount_predictions_loss: 0.5860 677/682 [============================>.] - ETA: 1s - loss: 155.1918 - logits_profile_predictions_loss: 152.5549 - logcount_predictions_loss: 0.5860 678/682 [============================>.] - ETA: 1s - loss: 155.1923 - logits_profile_predictions_loss: 152.5554 - logcount_predictions_loss: 0.5860 679/682 [============================>.] - ETA: 0s - loss: 155.1928 - logits_profile_predictions_loss: 152.5560 - logcount_predictions_loss: 0.5860 680/682 [============================>.] - ETA: 0s - loss: 155.1933 - logits_profile_predictions_loss: 152.5565 - logcount_predictions_loss: 0.5860 681/682 [============================>.] - ETA: 0s - loss: 155.1938 - logits_profile_predictions_loss: 152.5571 - 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loss: 142.8745 - logits_profile_predictions_loss: 140.9617 - logcount_predictions_loss: 0.4251 4/682 [..............................] - ETA: 3:34 - loss: 141.1199 - logits_profile_predictions_loss: 139.1861 - logcount_predictions_loss: 0.4297 5/682 [..............................] - ETA: 3:34 - loss: 141.2080 - logits_profile_predictions_loss: 139.2075 - logcount_predictions_loss: 0.4446 6/682 [..............................] - ETA: 3:33 - loss: 142.1488 - logits_profile_predictions_loss: 140.1036 - logcount_predictions_loss: 0.4545 7/682 [..............................] - ETA: 3:33 - loss: 142.5522 - logits_profile_predictions_loss: 140.4790 - logcount_predictions_loss: 0.4607 8/682 [..............................] - ETA: 3:33 - loss: 143.3460 - logits_profile_predictions_loss: 141.2479 - logcount_predictions_loss: 0.4662 9/682 [..............................] - ETA: 3:33 - loss: 144.2959 - logits_profile_predictions_loss: 142.1671 - logcount_predictions_loss: 0.4731 10/682 [..............................] - ETA: 3:32 - loss: 145.1739 - logits_profile_predictions_loss: 143.0208 - logcount_predictions_loss: 0.4785 11/682 [..............................] - ETA: 3:32 - loss: 145.9839 - logits_profile_predictions_loss: 143.8125 - logcount_predictions_loss: 0.4825 12/682 [..............................] - ETA: 3:32 - loss: 146.7284 - logits_profile_predictions_loss: 144.5446 - logcount_predictions_loss: 0.4853 13/682 [..............................] - ETA: 3:32 - loss: 147.2921 - logits_profile_predictions_loss: 145.1002 - logcount_predictions_loss: 0.4871 14/682 [..............................] - ETA: 3:31 - loss: 147.8455 - logits_profile_predictions_loss: 145.6415 - logcount_predictions_loss: 0.4898 15/682 [..............................] - ETA: 3:31 - loss: 148.2771 - logits_profile_predictions_loss: 146.0605 - logcount_predictions_loss: 0.4926 16/682 [..............................] - ETA: 3:31 - loss: 148.6108 - logits_profile_predictions_loss: 146.3853 - logcount_predictions_loss: 0.4946 17/682 [..............................] - ETA: 3:30 - loss: 148.9571 - logits_profile_predictions_loss: 146.7266 - logcount_predictions_loss: 0.4957 18/682 [..............................] - ETA: 3:30 - loss: 149.2395 - logits_profile_predictions_loss: 147.0053 - logcount_predictions_loss: 0.4965 19/682 [..............................] - ETA: 3:30 - loss: 149.5194 - logits_profile_predictions_loss: 147.2813 - logcount_predictions_loss: 0.4973 20/682 [..............................] - ETA: 3:30 - loss: 149.7941 - logits_profile_predictions_loss: 147.5507 - logcount_predictions_loss: 0.4985 21/682 [..............................] - ETA: 3:29 - loss: 150.0687 - logits_profile_predictions_loss: 147.8202 - logcount_predictions_loss: 0.4997 22/682 [..............................] - ETA: 3:29 - loss: 150.3421 - logits_profile_predictions_loss: 148.0904 - logcount_predictions_loss: 0.5004 23/682 [>.............................] - ETA: 3:29 - loss: 150.5540 - 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[>.............................] - ETA: 3:27 - loss: 151.6518 - logits_profile_predictions_loss: 149.3493 - logcount_predictions_loss: 0.5117 31/682 [>.............................] - ETA: 3:26 - loss: 151.7464 - logits_profile_predictions_loss: 149.4389 - logcount_predictions_loss: 0.5128 32/682 [>.............................] - ETA: 3:26 - loss: 151.8404 - logits_profile_predictions_loss: 149.5282 - logcount_predictions_loss: 0.5138 33/682 [>.............................] - ETA: 3:26 - loss: 151.9275 - logits_profile_predictions_loss: 149.6111 - logcount_predictions_loss: 0.5148 34/682 [>.............................] - ETA: 3:25 - loss: 152.0465 - logits_profile_predictions_loss: 149.7254 - logcount_predictions_loss: 0.5158 35/682 [>.............................] - ETA: 3:25 - loss: 152.1801 - logits_profile_predictions_loss: 149.8546 - logcount_predictions_loss: 0.5168 36/682 [>.............................] - ETA: 3:25 - loss: 152.3089 - logits_profile_predictions_loss: 149.9772 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logits_profile_predictions_loss: 150.6064 - logcount_predictions_loss: 0.5267 44/682 [>.............................] - ETA: 3:22 - loss: 153.0525 - logits_profile_predictions_loss: 150.6766 - logcount_predictions_loss: 0.5280 45/682 [>.............................] - ETA: 3:22 - loss: 153.1235 - logits_profile_predictions_loss: 150.7419 - logcount_predictions_loss: 0.5293 46/682 [=>............................] - ETA: 3:22 - loss: 153.1847 - logits_profile_predictions_loss: 150.7977 - logcount_predictions_loss: 0.5304 47/682 [=>............................] - ETA: 3:21 - loss: 153.2411 - logits_profile_predictions_loss: 150.8490 - logcount_predictions_loss: 0.5316 48/682 [=>............................] - ETA: 3:21 - loss: 153.2988 - logits_profile_predictions_loss: 150.9017 - logcount_predictions_loss: 0.5327 49/682 [=>............................] - ETA: 3:21 - loss: 153.3594 - logits_profile_predictions_loss: 150.9572 - logcount_predictions_loss: 0.5338 50/682 [=>............................] - ETA: 3:20 - loss: 153.4195 - logits_profile_predictions_loss: 151.0124 - logcount_predictions_loss: 0.5349 51/682 [=>............................] - ETA: 3:20 - loss: 153.4745 - logits_profile_predictions_loss: 151.0622 - logcount_predictions_loss: 0.5361 52/682 [=>............................] - ETA: 3:20 - loss: 153.5196 - logits_profile_predictions_loss: 151.1024 - logcount_predictions_loss: 0.5372 53/682 [=>............................] - ETA: 3:19 - loss: 153.5622 - logits_profile_predictions_loss: 151.1405 - logcount_predictions_loss: 0.5381 54/682 [=>............................] - ETA: 3:19 - loss: 153.5918 - logits_profile_predictions_loss: 151.1663 - logcount_predictions_loss: 0.5390 55/682 [=>............................] - ETA: 3:19 - loss: 153.6114 - logits_profile_predictions_loss: 151.1825 - logcount_predictions_loss: 0.5398 56/682 [=>............................] - ETA: 3:19 - loss: 153.6283 - logits_profile_predictions_loss: 151.1962 - logcount_predictions_loss: 0.5405 57/682 [=>............................] - ETA: 3:18 - loss: 153.6436 - logits_profile_predictions_loss: 151.2081 - logcount_predictions_loss: 0.5412 58/682 [=>............................] - ETA: 3:18 - loss: 153.6630 - logits_profile_predictions_loss: 151.2242 - logcount_predictions_loss: 0.5419 59/682 [=>............................] - ETA: 3:18 - loss: 153.6797 - logits_profile_predictions_loss: 151.2377 - logcount_predictions_loss: 0.5427 60/682 [=>............................] - ETA: 3:17 - loss: 153.6993 - logits_profile_predictions_loss: 151.2542 - logcount_predictions_loss: 0.5434 61/682 [=>............................] - ETA: 3:17 - loss: 153.7154 - logits_profile_predictions_loss: 151.2670 - logcount_predictions_loss: 0.5441 62/682 [=>............................] - ETA: 3:17 - loss: 153.7287 - logits_profile_predictions_loss: 151.2769 - logcount_predictions_loss: 0.5448 63/682 [=>............................] - ETA: 3:16 - loss: 153.7383 - 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[==>...........................] - ETA: 3:14 - loss: 153.8044 - logits_profile_predictions_loss: 151.3273 - logcount_predictions_loss: 0.5505 71/682 [==>...........................] - ETA: 3:14 - loss: 153.8227 - logits_profile_predictions_loss: 151.3423 - logcount_predictions_loss: 0.5512 72/682 [==>...........................] - ETA: 3:14 - loss: 153.8367 - logits_profile_predictions_loss: 151.3531 - logcount_predictions_loss: 0.5519 73/682 [==>...........................] - ETA: 3:13 - loss: 153.8509 - logits_profile_predictions_loss: 151.3640 - logcount_predictions_loss: 0.5526 74/682 [==>...........................] - ETA: 3:13 - loss: 153.8595 - logits_profile_predictions_loss: 151.3696 - logcount_predictions_loss: 0.5533 75/682 [==>...........................] - ETA: 3:13 - loss: 153.8723 - logits_profile_predictions_loss: 151.3793 - logcount_predictions_loss: 0.5540 76/682 [==>...........................] - ETA: 3:12 - loss: 153.8840 - logits_profile_predictions_loss: 151.3882 - logcount_predictions_loss: 0.5546 77/682 [==>...........................] - ETA: 3:12 - loss: 153.8910 - logits_profile_predictions_loss: 151.3924 - logcount_predictions_loss: 0.5553 78/682 [==>...........................] - ETA: 3:12 - loss: 153.8998 - logits_profile_predictions_loss: 151.3982 - logcount_predictions_loss: 0.5559 79/682 [==>...........................] - ETA: 3:11 - loss: 153.9095 - logits_profile_predictions_loss: 151.4048 - logcount_predictions_loss: 0.5566 80/682 [==>...........................] - ETA: 3:11 - loss: 153.9184 - logits_profile_predictions_loss: 151.4108 - logcount_predictions_loss: 0.5572 81/682 [==>...........................] - ETA: 3:11 - loss: 153.9273 - logits_profile_predictions_loss: 151.4170 - logcount_predictions_loss: 0.5579 82/682 [==>...........................] - ETA: 3:10 - loss: 153.9352 - logits_profile_predictions_loss: 151.4221 - logcount_predictions_loss: 0.5585 83/682 [==>...........................] - ETA: 3:10 - loss: 153.9444 - logits_profile_predictions_loss: 151.4287 - logcount_predictions_loss: 0.5591 84/682 [==>...........................] - ETA: 3:10 - loss: 153.9545 - logits_profile_predictions_loss: 151.4364 - logcount_predictions_loss: 0.5596 85/682 [==>...........................] - ETA: 3:09 - loss: 153.9662 - logits_profile_predictions_loss: 151.4458 - logcount_predictions_loss: 0.5601 86/682 [==>...........................] - ETA: 3:09 - loss: 153.9760 - logits_profile_predictions_loss: 151.4534 - logcount_predictions_loss: 0.5606 87/682 [==>...........................] - ETA: 3:09 - loss: 153.9836 - logits_profile_predictions_loss: 151.4590 - logcount_predictions_loss: 0.5610 88/682 [==>...........................] - ETA: 3:08 - loss: 153.9887 - logits_profile_predictions_loss: 151.4620 - logcount_predictions_loss: 0.5615 89/682 [==>...........................] - ETA: 3:08 - loss: 153.9931 - logits_profile_predictions_loss: 151.4646 - logcount_predictions_loss: 0.5619 90/682 [==>...........................] - ETA: 3:08 - loss: 153.9993 - logits_profile_predictions_loss: 151.4689 - logcount_predictions_loss: 0.5623 91/682 [===>..........................] - ETA: 3:08 - loss: 154.0041 - logits_profile_predictions_loss: 151.4721 - logcount_predictions_loss: 0.5627 92/682 [===>..........................] - ETA: 3:07 - loss: 154.0083 - logits_profile_predictions_loss: 151.4748 - logcount_predictions_loss: 0.5630 93/682 [===>..........................] - ETA: 3:07 - loss: 154.0104 - logits_profile_predictions_loss: 151.4755 - logcount_predictions_loss: 0.5633 94/682 [===>..........................] - ETA: 3:07 - loss: 154.0131 - logits_profile_predictions_loss: 151.4768 - logcount_predictions_loss: 0.5636 95/682 [===>..........................] - ETA: 3:06 - loss: 154.0155 - logits_profile_predictions_loss: 151.4779 - logcount_predictions_loss: 0.5639 96/682 [===>..........................] - ETA: 3:06 - loss: 154.0159 - logits_profile_predictions_loss: 151.4771 - logcount_predictions_loss: 0.5642 97/682 [===>..........................] - ETA: 3:06 - loss: 154.0157 - logits_profile_predictions_loss: 151.4757 - logcount_predictions_loss: 0.5645 98/682 [===>..........................] - ETA: 3:05 - loss: 154.0153 - logits_profile_predictions_loss: 151.4740 - logcount_predictions_loss: 0.5647 99/682 [===>..........................] - ETA: 3:05 - loss: 154.0158 - logits_profile_predictions_loss: 151.4732 - logcount_predictions_loss: 0.5650 100/682 [===>..........................] - ETA: 3:05 - loss: 154.0166 - logits_profile_predictions_loss: 151.4728 - logcount_predictions_loss: 0.5653 101/682 [===>..........................] - ETA: 3:04 - loss: 154.0196 - logits_profile_predictions_loss: 151.4746 - logcount_predictions_loss: 0.5656 102/682 [===>..........................] - ETA: 3:04 - loss: 154.0234 - logits_profile_predictions_loss: 151.4773 - logcount_predictions_loss: 0.5658 103/682 [===>..........................] - ETA: 3:04 - loss: 154.0297 - logits_profile_predictions_loss: 151.4824 - logcount_predictions_loss: 0.5661 104/682 [===>..........................] - ETA: 3:03 - loss: 154.0357 - logits_profile_predictions_loss: 151.4872 - logcount_predictions_loss: 0.5663 105/682 [===>..........................] - ETA: 3:03 - loss: 154.0415 - logits_profile_predictions_loss: 151.4919 - logcount_predictions_loss: 0.5666 106/682 [===>..........................] - ETA: 3:03 - loss: 154.0473 - logits_profile_predictions_loss: 151.4966 - logcount_predictions_loss: 0.5668 107/682 [===>..........................] - ETA: 3:03 - loss: 154.0521 - logits_profile_predictions_loss: 151.5004 - logcount_predictions_loss: 0.5671 108/682 [===>..........................] - ETA: 3:02 - loss: 154.0564 - logits_profile_predictions_loss: 151.5036 - logcount_predictions_loss: 0.5673 109/682 [===>..........................] - ETA: 3:02 - loss: 154.0581 - logits_profile_predictions_loss: 151.5044 - logcount_predictions_loss: 0.5675 110/682 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[>.............................] - ETA: 3:23 - loss: 154.0393 - logits_profile_predictions_loss: 151.3596 - logcount_predictions_loss: 0.5955 42/682 [>.............................] - ETA: 3:23 - loss: 154.0802 - logits_profile_predictions_loss: 151.4060 - logcount_predictions_loss: 0.5943 43/682 [>.............................] - ETA: 3:23 - loss: 154.1180 - logits_profile_predictions_loss: 151.4491 - logcount_predictions_loss: 0.5931 44/682 [>.............................] - ETA: 3:22 - loss: 154.1590 - logits_profile_predictions_loss: 151.4951 - logcount_predictions_loss: 0.5920 45/682 [>.............................] - ETA: 3:22 - loss: 154.1850 - logits_profile_predictions_loss: 151.5255 - logcount_predictions_loss: 0.5910 46/682 [=>............................] - ETA: 3:22 - loss: 154.2026 - logits_profile_predictions_loss: 151.5476 - logcount_predictions_loss: 0.5900 47/682 [=>............................] - ETA: 3:21 - loss: 154.2191 - logits_profile_predictions_loss: 151.5687 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121/682 [====>.........................] - ETA: 2:58 - loss: 154.3887 - logits_profile_predictions_loss: 151.8959 - logcount_predictions_loss: 0.5539 122/682 [====>.........................] - ETA: 2:58 - loss: 154.3866 - logits_profile_predictions_loss: 151.8949 - logcount_predictions_loss: 0.5537 123/682 [====>.........................] - ETA: 2:57 - loss: 154.3831 - logits_profile_predictions_loss: 151.8925 - logcount_predictions_loss: 0.5535 124/682 [====>.........................] - ETA: 2:57 - loss: 154.3791 - logits_profile_predictions_loss: 151.8894 - logcount_predictions_loss: 0.5533 125/682 [====>.........................] - ETA: 2:57 - loss: 154.3741 - logits_profile_predictions_loss: 151.8855 - logcount_predictions_loss: 0.5530 126/682 [====>.........................] - ETA: 2:57 - loss: 154.3695 - logits_profile_predictions_loss: 151.8818 - logcount_predictions_loss: 0.5528 127/682 [====>.........................] - ETA: 2:56 - loss: 154.3656 - 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[============================>.] - ETA: 1s - loss: 153.4718 - logits_profile_predictions_loss: 151.0463 - logcount_predictions_loss: 0.5390 678/682 [============================>.] - ETA: 1s - loss: 153.4711 - logits_profile_predictions_loss: 151.0457 - logcount_predictions_loss: 0.5390 679/682 [============================>.] - ETA: 0s - loss: 153.4704 - logits_profile_predictions_loss: 151.0450 - logcount_predictions_loss: 0.5390 680/682 [============================>.] - ETA: 0s - loss: 153.4697 - logits_profile_predictions_loss: 151.0443 - logcount_predictions_loss: 0.5390 681/682 [============================>.] - ETA: 0s - loss: 153.4690 - logits_profile_predictions_loss: 151.0436 - logcount_predictions_loss: 0.5390 682/682 [==============================] - ETA: 0s - loss: 153.4683 - logits_profile_predictions_loss: 151.0430 - logcount_predictions_loss: 0.5389 682/682 [==============================] - 226s 331ms/step - loss: 153.4677 - logits_profile_predictions_loss: 151.0424 - logcount_predictions_loss: 0.5389 - val_loss: 167.4782 - val_logits_profile_predictions_loss: 164.6332 - val_logcount_predictions_loss: 0.6322 + +Epoch 00008: val_loss did not improve from 167.09805 +Epoch 9/50 + 1/682 [..............................] - ETA: 3:38 - loss: 165.1290 - logits_profile_predictions_loss: 162.8925 - logcount_predictions_loss: 0.4970 2/682 [..............................] - ETA: 3:34 - loss: 157.1743 - logits_profile_predictions_loss: 154.8817 - logcount_predictions_loss: 0.5095 3/682 [..............................] - ETA: 3:34 - loss: 156.3923 - logits_profile_predictions_loss: 154.1422 - logcount_predictions_loss: 0.5000 4/682 [..............................] - ETA: 3:34 - loss: 155.8012 - logits_profile_predictions_loss: 153.5795 - logcount_predictions_loss: 0.4937 5/682 [..............................] - ETA: 3:34 - loss: 154.8476 - logits_profile_predictions_loss: 152.6403 - logcount_predictions_loss: 0.4905 6/682 [..............................] - ETA: 3:33 - loss: 154.2892 - logits_profile_predictions_loss: 152.0906 - logcount_predictions_loss: 0.4886 7/682 [..............................] - ETA: 3:33 - loss: 153.7652 - logits_profile_predictions_loss: 151.5663 - logcount_predictions_loss: 0.4886 8/682 [..............................] - ETA: 3:33 - loss: 153.3585 - logits_profile_predictions_loss: 151.1599 - logcount_predictions_loss: 0.4886 9/682 [..............................] - ETA: 3:33 - loss: 152.9153 - logits_profile_predictions_loss: 150.7187 - logcount_predictions_loss: 0.4881 10/682 [..............................] - ETA: 3:32 - loss: 152.4559 - logits_profile_predictions_loss: 150.2580 - logcount_predictions_loss: 0.4884 11/682 [..............................] - ETA: 3:32 - loss: 152.1429 - logits_profile_predictions_loss: 149.9397 - logcount_predictions_loss: 0.4896 12/682 [..............................] - ETA: 3:32 - loss: 151.8411 - logits_profile_predictions_loss: 149.6346 - logcount_predictions_loss: 0.4903 13/682 [..............................] - ETA: 3:31 - loss: 151.6732 - logits_profile_predictions_loss: 149.4619 - logcount_predictions_loss: 0.4914 14/682 [..............................] - ETA: 3:31 - loss: 151.4372 - logits_profile_predictions_loss: 149.2204 - logcount_predictions_loss: 0.4926 15/682 [..............................] - ETA: 3:31 - loss: 151.2201 - logits_profile_predictions_loss: 148.9958 - logcount_predictions_loss: 0.4943 16/682 [..............................] - ETA: 3:31 - loss: 151.0084 - logits_profile_predictions_loss: 148.7736 - logcount_predictions_loss: 0.4966 17/682 [..............................] - ETA: 3:30 - loss: 150.8384 - logits_profile_predictions_loss: 148.5971 - logcount_predictions_loss: 0.4981 18/682 [..............................] - ETA: 3:30 - loss: 150.6685 - logits_profile_predictions_loss: 148.4236 - logcount_predictions_loss: 0.4989 19/682 [..............................] - ETA: 3:30 - loss: 150.5258 - logits_profile_predictions_loss: 148.2775 - logcount_predictions_loss: 0.4996 20/682 [..............................] - ETA: 3:29 - loss: 150.3803 - logits_profile_predictions_loss: 148.1303 - logcount_predictions_loss: 0.5000 21/682 [..............................] - ETA: 3:29 - loss: 150.2533 - logits_profile_predictions_loss: 148.0014 - logcount_predictions_loss: 0.5004 22/682 [..............................] - ETA: 3:29 - loss: 150.1249 - logits_profile_predictions_loss: 147.8725 - logcount_predictions_loss: 0.5005 23/682 [>.............................] - ETA: 3:29 - loss: 149.9929 - logits_profile_predictions_loss: 147.7408 - logcount_predictions_loss: 0.5005 24/682 [>.............................] - ETA: 3:28 - loss: 149.8942 - logits_profile_predictions_loss: 147.6422 - logcount_predictions_loss: 0.5004 25/682 [>.............................] - ETA: 3:28 - loss: 149.8153 - logits_profile_predictions_loss: 147.5638 - logcount_predictions_loss: 0.5003 26/682 [>.............................] - ETA: 3:28 - loss: 149.7740 - logits_profile_predictions_loss: 147.5236 - logcount_predictions_loss: 0.5001 27/682 [>.............................] - ETA: 3:27 - loss: 149.7183 - logits_profile_predictions_loss: 147.4679 - logcount_predictions_loss: 0.5001 28/682 [>.............................] - ETA: 3:27 - loss: 149.7023 - logits_profile_predictions_loss: 147.4512 - logcount_predictions_loss: 0.5003 29/682 [>.............................] - ETA: 3:27 - loss: 149.6754 - logits_profile_predictions_loss: 147.4224 - logcount_predictions_loss: 0.5007 30/682 [>.............................] - ETA: 3:26 - loss: 149.6403 - logits_profile_predictions_loss: 147.3859 - logcount_predictions_loss: 0.5010 31/682 [>.............................] - ETA: 3:26 - loss: 149.6310 - logits_profile_predictions_loss: 147.3753 - logcount_predictions_loss: 0.5013 32/682 [>.............................] - ETA: 3:26 - loss: 149.6123 - logits_profile_predictions_loss: 147.3559 - logcount_predictions_loss: 0.5014 33/682 [>.............................] - ETA: 3:26 - loss: 149.6126 - logits_profile_predictions_loss: 147.3551 - logcount_predictions_loss: 0.5017 34/682 [>.............................] - ETA: 3:25 - loss: 149.6030 - logits_profile_predictions_loss: 147.3447 - logcount_predictions_loss: 0.5018 35/682 [>.............................] - ETA: 3:25 - loss: 149.6133 - logits_profile_predictions_loss: 147.3541 - logcount_predictions_loss: 0.5020 36/682 [>.............................] - ETA: 3:25 - loss: 149.6288 - logits_profile_predictions_loss: 147.3680 - logcount_predictions_loss: 0.5024 37/682 [>.............................] - ETA: 3:24 - loss: 149.6630 - logits_profile_predictions_loss: 147.4008 - logcount_predictions_loss: 0.5027 38/682 [>.............................] - ETA: 3:24 - loss: 149.6893 - logits_profile_predictions_loss: 147.4257 - logcount_predictions_loss: 0.5030 39/682 [>.............................] - ETA: 3:24 - loss: 149.7272 - logits_profile_predictions_loss: 147.4624 - logcount_predictions_loss: 0.5033 40/682 [>.............................] - ETA: 3:23 - loss: 149.7614 - logits_profile_predictions_loss: 147.4940 - logcount_predictions_loss: 0.5039 41/682 [>.............................] - ETA: 3:23 - loss: 149.7982 - logits_profile_predictions_loss: 147.5287 - logcount_predictions_loss: 0.5043 42/682 [>.............................] - ETA: 3:23 - loss: 149.8279 - logits_profile_predictions_loss: 147.5565 - logcount_predictions_loss: 0.5047 43/682 [>.............................] - ETA: 3:22 - loss: 149.8602 - logits_profile_predictions_loss: 147.5875 - logcount_predictions_loss: 0.5051 44/682 [>.............................] - ETA: 3:22 - loss: 149.8926 - logits_profile_predictions_loss: 147.6183 - logcount_predictions_loss: 0.5054 45/682 [>.............................] - ETA: 3:22 - loss: 149.9248 - logits_profile_predictions_loss: 147.6490 - logcount_predictions_loss: 0.5057 46/682 [=>............................] - ETA: 3:22 - loss: 149.9502 - logits_profile_predictions_loss: 147.6728 - logcount_predictions_loss: 0.5061 47/682 [=>............................] - ETA: 3:21 - loss: 149.9787 - logits_profile_predictions_loss: 147.6999 - logcount_predictions_loss: 0.5064 48/682 [=>............................] - ETA: 3:21 - loss: 150.0029 - logits_profile_predictions_loss: 147.7231 - logcount_predictions_loss: 0.5066 49/682 [=>............................] - ETA: 3:21 - loss: 150.0261 - logits_profile_predictions_loss: 147.7452 - logcount_predictions_loss: 0.5069 50/682 [=>............................] - ETA: 3:20 - loss: 150.0436 - logits_profile_predictions_loss: 147.7619 - logcount_predictions_loss: 0.5071 51/682 [=>............................] - ETA: 3:20 - loss: 150.0577 - logits_profile_predictions_loss: 147.7753 - logcount_predictions_loss: 0.5072 52/682 [=>............................] - ETA: 3:20 - loss: 150.0703 - logits_profile_predictions_loss: 147.7875 - logcount_predictions_loss: 0.5073 53/682 [=>............................] - ETA: 3:19 - loss: 150.0791 - logits_profile_predictions_loss: 147.7960 - logcount_predictions_loss: 0.5074 54/682 [=>............................] - ETA: 3:19 - loss: 150.0832 - logits_profile_predictions_loss: 147.7999 - logcount_predictions_loss: 0.5074 55/682 [=>............................] - ETA: 3:19 - loss: 150.0871 - logits_profile_predictions_loss: 147.8037 - logcount_predictions_loss: 0.5074 56/682 [=>............................] - ETA: 3:18 - loss: 150.0834 - logits_profile_predictions_loss: 147.8000 - logcount_predictions_loss: 0.5074 57/682 [=>............................] - ETA: 3:18 - loss: 150.0870 - logits_profile_predictions_loss: 147.8037 - logcount_predictions_loss: 0.5074 58/682 [=>............................] - ETA: 3:18 - loss: 150.0876 - logits_profile_predictions_loss: 147.8041 - logcount_predictions_loss: 0.5074 59/682 [=>............................] - ETA: 3:17 - loss: 150.0834 - logits_profile_predictions_loss: 147.7996 - logcount_predictions_loss: 0.5075 60/682 [=>............................] - ETA: 3:17 - loss: 150.0761 - logits_profile_predictions_loss: 147.7919 - logcount_predictions_loss: 0.5076 61/682 [=>............................] - ETA: 3:17 - loss: 150.0693 - logits_profile_predictions_loss: 147.7848 - logcount_predictions_loss: 0.5077 62/682 [=>............................] - ETA: 3:17 - loss: 150.0628 - logits_profile_predictions_loss: 147.7777 - logcount_predictions_loss: 0.5078 63/682 [=>............................] - ETA: 3:16 - loss: 150.0576 - logits_profile_predictions_loss: 147.7723 - logcount_predictions_loss: 0.5079 64/682 [=>............................] - ETA: 3:16 - loss: 150.0532 - logits_profile_predictions_loss: 147.7677 - logcount_predictions_loss: 0.5079 65/682 [=>............................] - ETA: 3:16 - loss: 150.0520 - logits_profile_predictions_loss: 147.7664 - logcount_predictions_loss: 0.5079 66/682 [=>............................] - ETA: 3:15 - loss: 150.0493 - logits_profile_predictions_loss: 147.7637 - logcount_predictions_loss: 0.5079 67/682 [=>............................] - ETA: 3:15 - loss: 150.0470 - logits_profile_predictions_loss: 147.7613 - logcount_predictions_loss: 0.5079 68/682 [=>............................] - ETA: 3:15 - loss: 150.0458 - logits_profile_predictions_loss: 147.7600 - logcount_predictions_loss: 0.5080 69/682 [==>...........................] - ETA: 3:14 - loss: 150.0455 - logits_profile_predictions_loss: 147.7595 - logcount_predictions_loss: 0.5080 70/682 [==>...........................] - ETA: 3:14 - loss: 150.0436 - logits_profile_predictions_loss: 147.7576 - logcount_predictions_loss: 0.5080 71/682 [==>...........................] - ETA: 3:14 - loss: 150.0456 - logits_profile_predictions_loss: 147.7596 - logcount_predictions_loss: 0.5080 72/682 [==>...........................] - ETA: 3:13 - loss: 150.0481 - logits_profile_predictions_loss: 147.7622 - logcount_predictions_loss: 0.5080 73/682 [==>...........................] - ETA: 3:13 - loss: 150.0523 - logits_profile_predictions_loss: 147.7665 - logcount_predictions_loss: 0.5079 74/682 [==>...........................] - ETA: 3:13 - loss: 150.0583 - logits_profile_predictions_loss: 147.7726 - logcount_predictions_loss: 0.5079 75/682 [==>...........................] - ETA: 3:12 - loss: 150.0649 - logits_profile_predictions_loss: 147.7791 - logcount_predictions_loss: 0.5079 76/682 [==>...........................] - ETA: 3:12 - loss: 150.0723 - logits_profile_predictions_loss: 147.7864 - logcount_predictions_loss: 0.5080 77/682 [==>...........................] - ETA: 3:12 - loss: 150.0799 - logits_profile_predictions_loss: 147.7939 - logcount_predictions_loss: 0.5080 78/682 [==>...........................] - ETA: 3:12 - loss: 150.0873 - logits_profile_predictions_loss: 147.8014 - logcount_predictions_loss: 0.5080 79/682 [==>...........................] - ETA: 3:11 - loss: 150.0962 - logits_profile_predictions_loss: 147.8103 - logcount_predictions_loss: 0.5080 80/682 [==>...........................] - ETA: 3:11 - loss: 150.1062 - logits_profile_predictions_loss: 147.8205 - logcount_predictions_loss: 0.5079 81/682 [==>...........................] - ETA: 3:11 - loss: 150.1199 - logits_profile_predictions_loss: 147.8343 - logcount_predictions_loss: 0.5079 82/682 [==>...........................] - ETA: 3:10 - loss: 150.1322 - logits_profile_predictions_loss: 147.8466 - logcount_predictions_loss: 0.5079 83/682 [==>...........................] - ETA: 3:10 - loss: 150.1441 - logits_profile_predictions_loss: 147.8586 - logcount_predictions_loss: 0.5079 84/682 [==>...........................] - ETA: 3:10 - loss: 150.1538 - logits_profile_predictions_loss: 147.8685 - logcount_predictions_loss: 0.5078 85/682 [==>...........................] - ETA: 3:09 - loss: 150.1636 - logits_profile_predictions_loss: 147.8786 - logcount_predictions_loss: 0.5078 86/682 [==>...........................] - ETA: 3:09 - loss: 150.1741 - 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[===>..........................] - ETA: 3:07 - loss: 150.2602 - logits_profile_predictions_loss: 147.9777 - logcount_predictions_loss: 0.5072 94/682 [===>..........................] - ETA: 3:06 - loss: 150.2711 - logits_profile_predictions_loss: 147.9889 - logcount_predictions_loss: 0.5072 95/682 [===>..........................] - ETA: 3:06 - loss: 150.2821 - logits_profile_predictions_loss: 148.0000 - logcount_predictions_loss: 0.5071 96/682 [===>..........................] - ETA: 3:06 - loss: 150.2913 - logits_profile_predictions_loss: 148.0094 - logcount_predictions_loss: 0.5071 97/682 [===>..........................] - ETA: 3:06 - loss: 150.2995 - logits_profile_predictions_loss: 148.0178 - logcount_predictions_loss: 0.5070 98/682 [===>..........................] - ETA: 3:05 - loss: 150.3064 - logits_profile_predictions_loss: 148.0250 - logcount_predictions_loss: 0.5070 99/682 [===>..........................] - ETA: 3:05 - loss: 150.3123 - logits_profile_predictions_loss: 148.0310 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logcount_predictions_loss: 0.4975 682/682 [==============================] - 226s 331ms/step - loss: 150.7270 - logits_profile_predictions_loss: 148.4883 - logcount_predictions_loss: 0.4975 - val_loss: 168.3388 - val_logits_profile_predictions_loss: 165.5563 - val_logcount_predictions_loss: 0.6183 + +Epoch 00009: val_loss did not improve from 167.09805 +Epoch 10/50 + 1/682 [..............................] - ETA: 3:39 - loss: 165.9182 - logits_profile_predictions_loss: 163.5145 - logcount_predictions_loss: 0.5341 2/682 [..............................] - ETA: 3:34 - loss: 165.5059 - logits_profile_predictions_loss: 163.2898 - logcount_predictions_loss: 0.4925 3/682 [..............................] - ETA: 3:34 - loss: 163.8355 - logits_profile_predictions_loss: 161.6665 - logcount_predictions_loss: 0.4820 4/682 [..............................] - ETA: 3:34 - loss: 162.9113 - logits_profile_predictions_loss: 160.7635 - logcount_predictions_loss: 0.4773 5/682 [..............................] - ETA: 3:34 - loss: 161.9175 - logits_profile_predictions_loss: 159.7860 - logcount_predictions_loss: 0.4737 6/682 [..............................] - ETA: 3:34 - loss: 160.8912 - logits_profile_predictions_loss: 158.7883 - logcount_predictions_loss: 0.4673 7/682 [..............................] - ETA: 3:34 - loss: 160.4625 - logits_profile_predictions_loss: 158.3784 - logcount_predictions_loss: 0.4631 8/682 [..............................] - ETA: 3:33 - loss: 159.9351 - logits_profile_predictions_loss: 157.8699 - logcount_predictions_loss: 0.4589 9/682 [..............................] - ETA: 3:33 - loss: 159.5125 - logits_profile_predictions_loss: 157.4602 - logcount_predictions_loss: 0.4561 10/682 [..............................] - ETA: 3:33 - loss: 159.0829 - logits_profile_predictions_loss: 157.0413 - logcount_predictions_loss: 0.4537 11/682 [..............................] - ETA: 3:33 - loss: 158.7436 - logits_profile_predictions_loss: 156.7164 - logcount_predictions_loss: 0.4505 12/682 [..............................] - ETA: 3:32 - loss: 158.3096 - logits_profile_predictions_loss: 156.2935 - logcount_predictions_loss: 0.4480 13/682 [..............................] - ETA: 3:32 - loss: 157.9293 - logits_profile_predictions_loss: 155.9243 - logcount_predictions_loss: 0.4455 14/682 [..............................] - ETA: 3:32 - loss: 157.4824 - logits_profile_predictions_loss: 155.4840 - logcount_predictions_loss: 0.4441 15/682 [..............................] - ETA: 3:32 - loss: 157.1456 - logits_profile_predictions_loss: 155.1475 - logcount_predictions_loss: 0.4440 16/682 [..............................] - ETA: 3:31 - loss: 156.8336 - logits_profile_predictions_loss: 154.8341 - logcount_predictions_loss: 0.4443 17/682 [..............................] - ETA: 3:31 - loss: 156.4387 - logits_profile_predictions_loss: 154.4392 - logcount_predictions_loss: 0.4443 18/682 [..............................] - ETA: 3:31 - loss: 156.1014 - logits_profile_predictions_loss: 154.1016 - logcount_predictions_loss: 0.4444 19/682 [..............................] - ETA: 3:30 - loss: 155.8142 - logits_profile_predictions_loss: 153.8121 - logcount_predictions_loss: 0.4449 20/682 [..............................] - ETA: 3:30 - loss: 155.5558 - logits_profile_predictions_loss: 153.5532 - logcount_predictions_loss: 0.4450 21/682 [..............................] - ETA: 3:30 - loss: 155.2849 - logits_profile_predictions_loss: 153.2807 - logcount_predictions_loss: 0.4454 22/682 [..............................] - ETA: 3:29 - loss: 155.0180 - logits_profile_predictions_loss: 153.0129 - logcount_predictions_loss: 0.4456 23/682 [>.............................] - ETA: 3:29 - loss: 154.7663 - logits_profile_predictions_loss: 152.7595 - logcount_predictions_loss: 0.4460 24/682 [>.............................] - ETA: 3:29 - loss: 154.5223 - logits_profile_predictions_loss: 152.5137 - logcount_predictions_loss: 0.4463 25/682 [>.............................] - ETA: 3:28 - loss: 154.3133 - logits_profile_predictions_loss: 152.3034 - logcount_predictions_loss: 0.4466 26/682 [>.............................] - ETA: 3:28 - loss: 154.0999 - logits_profile_predictions_loss: 152.0893 - logcount_predictions_loss: 0.4468 27/682 [>.............................] - ETA: 3:28 - loss: 153.8859 - logits_profile_predictions_loss: 151.8754 - logcount_predictions_loss: 0.4468 28/682 [>.............................] - ETA: 3:28 - loss: 153.6641 - logits_profile_predictions_loss: 151.6533 - logcount_predictions_loss: 0.4469 29/682 [>.............................] - ETA: 3:27 - loss: 153.4593 - logits_profile_predictions_loss: 151.4483 - logcount_predictions_loss: 0.4469 30/682 [>.............................] - ETA: 3:27 - loss: 153.2599 - logits_profile_predictions_loss: 151.2482 - logcount_predictions_loss: 0.4470 31/682 [>.............................] - ETA: 3:27 - loss: 153.0778 - logits_profile_predictions_loss: 151.0654 - logcount_predictions_loss: 0.4472 32/682 [>.............................] - ETA: 3:26 - loss: 152.9056 - logits_profile_predictions_loss: 150.8924 - logcount_predictions_loss: 0.4474 33/682 [>.............................] - ETA: 3:26 - loss: 152.7339 - logits_profile_predictions_loss: 150.7192 - logcount_predictions_loss: 0.4477 34/682 [>.............................] - ETA: 3:26 - loss: 152.5690 - logits_profile_predictions_loss: 150.5523 - logcount_predictions_loss: 0.4481 35/682 [>.............................] - ETA: 3:25 - loss: 152.4028 - logits_profile_predictions_loss: 150.3840 - logcount_predictions_loss: 0.4486 36/682 [>.............................] - ETA: 3:25 - loss: 152.2516 - logits_profile_predictions_loss: 150.2306 - logcount_predictions_loss: 0.4491 37/682 [>.............................] - ETA: 3:25 - loss: 152.1137 - logits_profile_predictions_loss: 150.0906 - logcount_predictions_loss: 0.4496 38/682 [>.............................] - ETA: 3:24 - loss: 151.9871 - logits_profile_predictions_loss: 149.9624 - logcount_predictions_loss: 0.4499 39/682 [>.............................] - ETA: 3:24 - loss: 151.8748 - logits_profile_predictions_loss: 149.8486 - logcount_predictions_loss: 0.4503 40/682 [>.............................] - ETA: 3:24 - loss: 151.7713 - logits_profile_predictions_loss: 149.7438 - logcount_predictions_loss: 0.4506 41/682 [>.............................] - ETA: 3:23 - loss: 151.6626 - logits_profile_predictions_loss: 149.6335 - logcount_predictions_loss: 0.4509 42/682 [>.............................] - ETA: 3:23 - loss: 151.5564 - logits_profile_predictions_loss: 149.5258 - logcount_predictions_loss: 0.4513 43/682 [>.............................] - ETA: 3:23 - loss: 151.4558 - logits_profile_predictions_loss: 149.4235 - logcount_predictions_loss: 0.4516 44/682 [>.............................] - ETA: 3:23 - loss: 151.3684 - logits_profile_predictions_loss: 149.3345 - logcount_predictions_loss: 0.4520 45/682 [>.............................] - ETA: 3:22 - loss: 151.2811 - logits_profile_predictions_loss: 149.2461 - logcount_predictions_loss: 0.4522 46/682 [=>............................] - ETA: 3:22 - loss: 151.2028 - logits_profile_predictions_loss: 149.1666 - logcount_predictions_loss: 0.4525 47/682 [=>............................] - ETA: 3:22 - loss: 151.1186 - logits_profile_predictions_loss: 149.0811 - logcount_predictions_loss: 0.4528 48/682 [=>............................] - ETA: 3:21 - loss: 151.0375 - logits_profile_predictions_loss: 148.9988 - logcount_predictions_loss: 0.4531 49/682 [=>............................] - ETA: 3:21 - loss: 150.9566 - logits_profile_predictions_loss: 148.9167 - logcount_predictions_loss: 0.4533 50/682 [=>............................] - ETA: 3:21 - loss: 150.8743 - logits_profile_predictions_loss: 148.8334 - logcount_predictions_loss: 0.4535 51/682 [=>............................] - ETA: 3:20 - loss: 150.7989 - logits_profile_predictions_loss: 148.7568 - logcount_predictions_loss: 0.4538 52/682 [=>............................] - ETA: 3:20 - loss: 150.7251 - logits_profile_predictions_loss: 148.6816 - logcount_predictions_loss: 0.4541 53/682 [=>............................] - ETA: 3:20 - loss: 150.6526 - logits_profile_predictions_loss: 148.6075 - logcount_predictions_loss: 0.4545 54/682 [=>............................] - ETA: 3:19 - loss: 150.5880 - logits_profile_predictions_loss: 148.5418 - logcount_predictions_loss: 0.4547 55/682 [=>............................] - ETA: 3:19 - loss: 150.5335 - logits_profile_predictions_loss: 148.4860 - logcount_predictions_loss: 0.4550 56/682 [=>............................] - ETA: 3:19 - loss: 150.4792 - logits_profile_predictions_loss: 148.4303 - logcount_predictions_loss: 0.4553 57/682 [=>............................] - ETA: 3:19 - loss: 150.4263 - logits_profile_predictions_loss: 148.3762 - logcount_predictions_loss: 0.4556 58/682 [=>............................] - ETA: 3:18 - loss: 150.3744 - logits_profile_predictions_loss: 148.3228 - logcount_predictions_loss: 0.4559 59/682 [=>............................] - ETA: 3:18 - loss: 150.3259 - logits_profile_predictions_loss: 148.2730 - logcount_predictions_loss: 0.4562 60/682 [=>............................] - ETA: 3:18 - loss: 150.2817 - logits_profile_predictions_loss: 148.2278 - logcount_predictions_loss: 0.4564 61/682 [=>............................] - ETA: 3:17 - loss: 150.2377 - logits_profile_predictions_loss: 148.1828 - logcount_predictions_loss: 0.4566 62/682 [=>............................] - ETA: 3:17 - loss: 150.1942 - logits_profile_predictions_loss: 148.1384 - logcount_predictions_loss: 0.4569 63/682 [=>............................] - ETA: 3:17 - loss: 150.1542 - logits_profile_predictions_loss: 148.0975 - logcount_predictions_loss: 0.4570 64/682 [=>............................] - ETA: 3:16 - loss: 150.1201 - logits_profile_predictions_loss: 148.0623 - logcount_predictions_loss: 0.4573 65/682 [=>............................] - ETA: 3:16 - loss: 150.0875 - logits_profile_predictions_loss: 148.0283 - logcount_predictions_loss: 0.4576 66/682 [=>............................] - ETA: 3:16 - loss: 150.0574 - logits_profile_predictions_loss: 147.9969 - logcount_predictions_loss: 0.4579 67/682 [=>............................] - ETA: 3:15 - loss: 150.0261 - logits_profile_predictions_loss: 147.9641 - logcount_predictions_loss: 0.4582 68/682 [=>............................] - ETA: 3:15 - loss: 149.9986 - logits_profile_predictions_loss: 147.9352 - logcount_predictions_loss: 0.4585 69/682 [==>...........................] - ETA: 3:15 - loss: 149.9711 - logits_profile_predictions_loss: 147.9062 - logcount_predictions_loss: 0.4589 70/682 [==>...........................] - ETA: 3:14 - loss: 149.9447 - logits_profile_predictions_loss: 147.8783 - logcount_predictions_loss: 0.4592 71/682 [==>...........................] - ETA: 3:14 - loss: 149.9211 - logits_profile_predictions_loss: 147.8533 - logcount_predictions_loss: 0.4595 72/682 [==>...........................] - ETA: 3:14 - loss: 149.9049 - logits_profile_predictions_loss: 147.8357 - logcount_predictions_loss: 0.4598 73/682 [==>...........................] - ETA: 3:13 - loss: 149.8918 - logits_profile_predictions_loss: 147.8211 - logcount_predictions_loss: 0.4601 74/682 [==>...........................] - ETA: 3:13 - loss: 149.8806 - logits_profile_predictions_loss: 147.8086 - logcount_predictions_loss: 0.4604 75/682 [==>...........................] - ETA: 3:13 - loss: 149.8706 - logits_profile_predictions_loss: 147.7970 - logcount_predictions_loss: 0.4608 76/682 [==>...........................] - ETA: 3:13 - loss: 149.8615 - logits_profile_predictions_loss: 147.7866 - logcount_predictions_loss: 0.4611 77/682 [==>...........................] - ETA: 3:12 - loss: 149.8519 - logits_profile_predictions_loss: 147.7757 - logcount_predictions_loss: 0.4614 78/682 [==>...........................] - ETA: 3:12 - loss: 149.8411 - logits_profile_predictions_loss: 147.7634 - logcount_predictions_loss: 0.4617 79/682 [==>...........................] - ETA: 3:12 - loss: 149.8313 - logits_profile_predictions_loss: 147.7524 - logcount_predictions_loss: 0.4620 80/682 [==>...........................] - ETA: 3:11 - loss: 149.8198 - logits_profile_predictions_loss: 147.7395 - logcount_predictions_loss: 0.4623 81/682 [==>...........................] - ETA: 3:11 - loss: 149.8089 - logits_profile_predictions_loss: 147.7271 - logcount_predictions_loss: 0.4626 82/682 [==>...........................] - ETA: 3:11 - loss: 149.7984 - logits_profile_predictions_loss: 147.7153 - logcount_predictions_loss: 0.4629 83/682 [==>...........................] - ETA: 3:10 - loss: 149.7901 - logits_profile_predictions_loss: 147.7058 - logcount_predictions_loss: 0.4632 84/682 [==>...........................] - ETA: 3:10 - loss: 149.7818 - logits_profile_predictions_loss: 147.6963 - logcount_predictions_loss: 0.4634 85/682 [==>...........................] - ETA: 3:10 - loss: 149.7759 - logits_profile_predictions_loss: 147.6893 - logcount_predictions_loss: 0.4637 86/682 [==>...........................] - ETA: 3:09 - loss: 149.7693 - logits_profile_predictions_loss: 147.6816 - logcount_predictions_loss: 0.4639 87/682 [==>...........................] - ETA: 3:09 - loss: 149.7634 - logits_profile_predictions_loss: 147.6747 - logcount_predictions_loss: 0.4642 88/682 [==>...........................] - ETA: 3:09 - loss: 149.7594 - logits_profile_predictions_loss: 147.6696 - logcount_predictions_loss: 0.4644 89/682 [==>...........................] - ETA: 3:08 - loss: 149.7575 - logits_profile_predictions_loss: 147.6667 - logcount_predictions_loss: 0.4646 90/682 [==>...........................] - ETA: 3:08 - loss: 149.7542 - logits_profile_predictions_loss: 147.6623 - logcount_predictions_loss: 0.4649 91/682 [===>..........................] - ETA: 3:08 - loss: 149.7489 - logits_profile_predictions_loss: 147.6560 - logcount_predictions_loss: 0.4651 92/682 [===>..........................] - ETA: 3:07 - loss: 149.7437 - logits_profile_predictions_loss: 147.6497 - logcount_predictions_loss: 0.4653 93/682 [===>..........................] - ETA: 3:07 - loss: 149.7396 - logits_profile_predictions_loss: 147.6446 - logcount_predictions_loss: 0.4656 94/682 [===>..........................] - ETA: 3:07 - loss: 149.7365 - logits_profile_predictions_loss: 147.6404 - logcount_predictions_loss: 0.4658 95/682 [===>..........................] - ETA: 3:07 - loss: 149.7331 - logits_profile_predictions_loss: 147.6362 - logcount_predictions_loss: 0.4660 96/682 [===>..........................] - ETA: 3:06 - loss: 149.7292 - logits_profile_predictions_loss: 147.6314 - logcount_predictions_loss: 0.4662 97/682 [===>..........................] - ETA: 3:06 - loss: 149.7264 - logits_profile_predictions_loss: 147.6278 - logcount_predictions_loss: 0.4663 98/682 [===>..........................] - ETA: 3:06 - loss: 149.7234 - logits_profile_predictions_loss: 147.6241 - logcount_predictions_loss: 0.4665 99/682 [===>..........................] - ETA: 3:05 - loss: 149.7201 - logits_profile_predictions_loss: 147.6201 - logcount_predictions_loss: 0.4667 100/682 [===>..........................] - ETA: 3:05 - loss: 149.7156 - logits_profile_predictions_loss: 147.6150 - logcount_predictions_loss: 0.4668 101/682 [===>..........................] - ETA: 3:05 - loss: 149.7126 - logits_profile_predictions_loss: 147.6112 - logcount_predictions_loss: 0.4670 102/682 [===>..........................] - ETA: 3:04 - loss: 149.7088 - logits_profile_predictions_loss: 147.6067 - logcount_predictions_loss: 0.4671 103/682 [===>..........................] - ETA: 3:04 - loss: 149.7032 - logits_profile_predictions_loss: 147.6005 - logcount_predictions_loss: 0.4673 104/682 [===>..........................] - ETA: 3:04 - loss: 149.6966 - logits_profile_predictions_loss: 147.5933 - logcount_predictions_loss: 0.4674 105/682 [===>..........................] - ETA: 3:03 - loss: 149.6902 - logits_profile_predictions_loss: 147.5863 - logcount_predictions_loss: 0.4675 106/682 [===>..........................] - ETA: 3:03 - loss: 149.6838 - logits_profile_predictions_loss: 147.5793 - logcount_predictions_loss: 0.4677 107/682 [===>..........................] - ETA: 3:03 - loss: 149.6774 - logits_profile_predictions_loss: 147.5724 - logcount_predictions_loss: 0.4678 108/682 [===>..........................] - ETA: 3:02 - loss: 149.6708 - logits_profile_predictions_loss: 147.5652 - logcount_predictions_loss: 0.4679 109/682 [===>..........................] - ETA: 3:02 - loss: 149.6641 - logits_profile_predictions_loss: 147.5581 - logcount_predictions_loss: 0.4680 110/682 [===>..........................] - ETA: 3:02 - loss: 149.6567 - logits_profile_predictions_loss: 147.5502 - logcount_predictions_loss: 0.4681 111/682 [===>..........................] - ETA: 3:01 - loss: 149.6498 - logits_profile_predictions_loss: 147.5428 - logcount_predictions_loss: 0.4682 112/682 [===>..........................] - ETA: 3:01 - loss: 149.6447 - logits_profile_predictions_loss: 147.5372 - logcount_predictions_loss: 0.4683 113/682 [===>..........................] - ETA: 3:01 - loss: 149.6420 - logits_profile_predictions_loss: 147.5340 - logcount_predictions_loss: 0.4684 114/682 [====>.........................] - ETA: 3:00 - loss: 149.6402 - logits_profile_predictions_loss: 147.5317 - logcount_predictions_loss: 0.4685 115/682 [====>.........................] - ETA: 3:00 - loss: 149.6387 - logits_profile_predictions_loss: 147.5299 - logcount_predictions_loss: 0.4686 116/682 [====>.........................] - ETA: 3:00 - loss: 149.6366 - logits_profile_predictions_loss: 147.5273 - logcount_predictions_loss: 0.4687 117/682 [====>.........................] - ETA: 3:00 - loss: 149.6354 - logits_profile_predictions_loss: 147.5257 - logcount_predictions_loss: 0.4688 118/682 [====>.........................] - ETA: 2:59 - loss: 149.6330 - logits_profile_predictions_loss: 147.5228 - logcount_predictions_loss: 0.4689 119/682 [====>.........................] - ETA: 2:59 - loss: 149.6308 - logits_profile_predictions_loss: 147.5202 - logcount_predictions_loss: 0.4690 120/682 [====>.........................] - ETA: 2:59 - loss: 149.6295 - logits_profile_predictions_loss: 147.5185 - logcount_predictions_loss: 0.4691 121/682 [====>.........................] - ETA: 2:58 - loss: 149.6278 - logits_profile_predictions_loss: 147.5164 - logcount_predictions_loss: 0.4692 122/682 [====>.........................] - ETA: 2:58 - loss: 149.6248 - logits_profile_predictions_loss: 147.5130 - logcount_predictions_loss: 0.4693 123/682 [====>.........................] - ETA: 2:58 - loss: 149.6217 - logits_profile_predictions_loss: 147.5095 - logcount_predictions_loss: 0.4694 124/682 [====>.........................] - ETA: 2:57 - loss: 149.6180 - logits_profile_predictions_loss: 147.5055 - logcount_predictions_loss: 0.4694 125/682 [====>.........................] - ETA: 2:57 - loss: 149.6141 - logits_profile_predictions_loss: 147.5012 - logcount_predictions_loss: 0.4695 126/682 [====>.........................] - ETA: 2:57 - loss: 149.6088 - logits_profile_predictions_loss: 147.4956 - logcount_predictions_loss: 0.4696 127/682 [====>.........................] - ETA: 2:56 - loss: 149.6043 - logits_profile_predictions_loss: 147.4907 - logcount_predictions_loss: 0.4697 128/682 [====>.........................] - ETA: 2:56 - loss: 149.6000 - logits_profile_predictions_loss: 147.4861 - logcount_predictions_loss: 0.4697 129/682 [====>.........................] - ETA: 2:56 - loss: 149.5960 - logits_profile_predictions_loss: 147.4818 - logcount_predictions_loss: 0.4698 130/682 [====>.........................] - ETA: 2:55 - loss: 149.5925 - logits_profile_predictions_loss: 147.4780 - logcount_predictions_loss: 0.4699 131/682 [====>.........................] - ETA: 2:55 - loss: 149.5879 - logits_profile_predictions_loss: 147.4731 - logcount_predictions_loss: 0.4700 132/682 [====>.........................] - ETA: 2:55 - loss: 149.5825 - logits_profile_predictions_loss: 147.4674 - logcount_predictions_loss: 0.4700 133/682 [====>.........................] - ETA: 2:54 - loss: 149.5759 - logits_profile_predictions_loss: 147.4605 - logcount_predictions_loss: 0.4701 134/682 [====>.........................] - ETA: 2:54 - loss: 149.5699 - logits_profile_predictions_loss: 147.4543 - logcount_predictions_loss: 0.4701 135/682 [====>.........................] - ETA: 2:54 - loss: 149.5645 - logits_profile_predictions_loss: 147.4486 - logcount_predictions_loss: 0.4702 136/682 [====>.........................] - ETA: 2:54 - loss: 149.5581 - logits_profile_predictions_loss: 147.4420 - logcount_predictions_loss: 0.4702 137/682 [=====>........................] - ETA: 2:53 - loss: 149.5515 - logits_profile_predictions_loss: 147.4352 - logcount_predictions_loss: 0.4703 138/682 [=====>........................] - ETA: 2:53 - loss: 149.5450 - 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147.2257 - logcount_predictions_loss: 0.4731 185/682 [=======>......................] - ETA: 2:38 - loss: 149.3519 - logits_profile_predictions_loss: 147.2227 - logcount_predictions_loss: 0.4731 186/682 [=======>......................] - ETA: 2:38 - loss: 149.3490 - logits_profile_predictions_loss: 147.2195 - logcount_predictions_loss: 0.4732 187/682 [=======>......................] - ETA: 2:37 - loss: 149.3466 - logits_profile_predictions_loss: 147.2168 - logcount_predictions_loss: 0.4733 188/682 [=======>......................] - ETA: 2:37 - loss: 149.3440 - logits_profile_predictions_loss: 147.2138 - logcount_predictions_loss: 0.4734 189/682 [=======>......................] - ETA: 2:37 - loss: 149.3416 - logits_profile_predictions_loss: 147.2110 - logcount_predictions_loss: 0.4735 190/682 [=======>......................] - ETA: 2:36 - loss: 149.3392 - logits_profile_predictions_loss: 147.2082 - logcount_predictions_loss: 0.4735 191/682 [=======>......................] - ETA: 2:36 - 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[========>.....................] - ETA: 2:30 - loss: 149.2913 - logits_profile_predictions_loss: 147.1533 - logcount_predictions_loss: 0.4751 212/682 [========>.....................] - ETA: 2:29 - loss: 149.2891 - logits_profile_predictions_loss: 147.1508 - logcount_predictions_loss: 0.4752 213/682 [========>.....................] - ETA: 2:29 - loss: 149.2868 - logits_profile_predictions_loss: 147.1482 - logcount_predictions_loss: 0.4752 214/682 [========>.....................] - ETA: 2:29 - loss: 149.2850 - logits_profile_predictions_loss: 147.1462 - logcount_predictions_loss: 0.4753 215/682 [========>.....................] - ETA: 2:28 - loss: 149.2829 - logits_profile_predictions_loss: 147.1438 - logcount_predictions_loss: 0.4753 216/682 [========>.....................] - ETA: 2:28 - loss: 149.2808 - logits_profile_predictions_loss: 147.1415 - logcount_predictions_loss: 0.4754 217/682 [========>.....................] - ETA: 2:28 - loss: 149.2786 - logits_profile_predictions_loss: 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[========================>.....] - ETA: 34s - loss: 149.0295 - logits_profile_predictions_loss: 146.8595 - logcount_predictions_loss: 0.4822 576/682 [========================>.....] - ETA: 33s - loss: 149.0286 - logits_profile_predictions_loss: 146.8585 - logcount_predictions_loss: 0.4822 577/682 [========================>.....] - ETA: 33s - loss: 149.0276 - logits_profile_predictions_loss: 146.8575 - logcount_predictions_loss: 0.4822 578/682 [========================>.....] - ETA: 33s - loss: 149.0266 - logits_profile_predictions_loss: 146.8565 - logcount_predictions_loss: 0.4822 579/682 [========================>.....] - ETA: 32s - loss: 149.0256 - logits_profile_predictions_loss: 146.8555 - logcount_predictions_loss: 0.4822 580/682 [========================>.....] - ETA: 32s - loss: 149.0247 - logits_profile_predictions_loss: 146.8545 - logcount_predictions_loss: 0.4823 581/682 [========================>.....] - ETA: 32s - loss: 149.0237 - logits_profile_predictions_loss: 146.8535 - 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logits_profile_predictions_loss: 146.8472 - logcount_predictions_loss: 0.4823 589/682 [========================>.....] - ETA: 29s - loss: 149.0167 - logits_profile_predictions_loss: 146.8463 - logcount_predictions_loss: 0.4823 590/682 [========================>.....] - ETA: 29s - loss: 149.0159 - logits_profile_predictions_loss: 146.8454 - logcount_predictions_loss: 0.4823 591/682 [========================>.....] - ETA: 29s - loss: 149.0150 - logits_profile_predictions_loss: 146.8445 - logcount_predictions_loss: 0.4823 592/682 [=========================>....] - ETA: 28s - loss: 149.0141 - logits_profile_predictions_loss: 146.8435 - logcount_predictions_loss: 0.4823 593/682 [=========================>....] - ETA: 28s - loss: 149.0132 - logits_profile_predictions_loss: 146.8426 - logcount_predictions_loss: 0.4823 594/682 [=========================>....] - ETA: 28s - loss: 149.0123 - logits_profile_predictions_loss: 146.8416 - logcount_predictions_loss: 0.4824 595/682 [=========================>....] - ETA: 27s - loss: 149.0114 - logits_profile_predictions_loss: 146.8407 - logcount_predictions_loss: 0.4824 596/682 [=========================>....] - ETA: 27s - loss: 149.0105 - logits_profile_predictions_loss: 146.8398 - logcount_predictions_loss: 0.4824 597/682 [=========================>....] - ETA: 27s - loss: 149.0096 - logits_profile_predictions_loss: 146.8389 - logcount_predictions_loss: 0.4824 598/682 [=========================>....] - ETA: 26s - loss: 149.0087 - logits_profile_predictions_loss: 146.8379 - logcount_predictions_loss: 0.4824 599/682 [=========================>....] - ETA: 26s - loss: 149.0078 - logits_profile_predictions_loss: 146.8370 - logcount_predictions_loss: 0.4824 600/682 [=========================>....] - ETA: 26s - loss: 149.0068 - logits_profile_predictions_loss: 146.8360 - logcount_predictions_loss: 0.4824 601/682 [=========================>....] - ETA: 25s - loss: 149.0060 - logits_profile_predictions_loss: 146.8351 - logcount_predictions_loss: 0.4824 602/682 [=========================>....] - ETA: 25s - loss: 149.0051 - logits_profile_predictions_loss: 146.8342 - logcount_predictions_loss: 0.4824 603/682 [=========================>....] - ETA: 25s - loss: 149.0042 - logits_profile_predictions_loss: 146.8333 - logcount_predictions_loss: 0.4824 604/682 [=========================>....] - ETA: 24s - loss: 149.0034 - logits_profile_predictions_loss: 146.8325 - logcount_predictions_loss: 0.4824 605/682 [=========================>....] - ETA: 24s - loss: 149.0026 - logits_profile_predictions_loss: 146.8316 - logcount_predictions_loss: 0.4824 606/682 [=========================>....] - ETA: 24s - loss: 149.0018 - logits_profile_predictions_loss: 146.8308 - logcount_predictions_loss: 0.4824 607/682 [=========================>....] - ETA: 23s - loss: 149.0010 - logits_profile_predictions_loss: 146.8299 - logcount_predictions_loss: 0.4824 608/682 [=========================>....] - ETA: 23s - loss: 149.0002 - logits_profile_predictions_loss: 146.8291 - logcount_predictions_loss: 0.4825 609/682 [=========================>....] - ETA: 23s - loss: 148.9994 - logits_profile_predictions_loss: 146.8283 - logcount_predictions_loss: 0.4825 610/682 [=========================>....] - ETA: 22s - loss: 148.9986 - logits_profile_predictions_loss: 146.8275 - logcount_predictions_loss: 0.4825 611/682 [=========================>....] - ETA: 22s - loss: 148.9978 - logits_profile_predictions_loss: 146.8267 - logcount_predictions_loss: 0.4825 612/682 [=========================>....] - ETA: 22s - loss: 148.9970 - logits_profile_predictions_loss: 146.8258 - logcount_predictions_loss: 0.4825 613/682 [=========================>....] - ETA: 22s - loss: 148.9962 - logits_profile_predictions_loss: 146.8250 - logcount_predictions_loss: 0.4825 614/682 [==========================>...] - ETA: 21s - loss: 148.9954 - logits_profile_predictions_loss: 146.8241 - logcount_predictions_loss: 0.4825 615/682 [==========================>...] - ETA: 21s - loss: 148.9945 - logits_profile_predictions_loss: 146.8233 - logcount_predictions_loss: 0.4825 616/682 [==========================>...] - ETA: 21s - loss: 148.9937 - logits_profile_predictions_loss: 146.8224 - logcount_predictions_loss: 0.4825 617/682 [==========================>...] - ETA: 20s - loss: 148.9929 - logits_profile_predictions_loss: 146.8216 - logcount_predictions_loss: 0.4825 618/682 [==========================>...] - ETA: 20s - loss: 148.9922 - logits_profile_predictions_loss: 146.8208 - logcount_predictions_loss: 0.4825 619/682 [==========================>...] - ETA: 20s - loss: 148.9914 - logits_profile_predictions_loss: 146.8200 - logcount_predictions_loss: 0.4825 620/682 [==========================>...] - ETA: 19s - loss: 148.9907 - logits_profile_predictions_loss: 146.8193 - logcount_predictions_loss: 0.4825 621/682 [==========================>...] - ETA: 19s - loss: 148.9899 - logits_profile_predictions_loss: 146.8185 - logcount_predictions_loss: 0.4825 622/682 [==========================>...] - ETA: 19s - loss: 148.9892 - logits_profile_predictions_loss: 146.8177 - logcount_predictions_loss: 0.4825 623/682 [==========================>...] - ETA: 18s - loss: 148.9885 - logits_profile_predictions_loss: 146.8170 - logcount_predictions_loss: 0.4825 624/682 [==========================>...] - ETA: 18s - loss: 148.9878 - logits_profile_predictions_loss: 146.8163 - logcount_predictions_loss: 0.4825 625/682 [==========================>...] - ETA: 18s - loss: 148.9871 - logits_profile_predictions_loss: 146.8156 - logcount_predictions_loss: 0.4826 626/682 [==========================>...] - ETA: 17s - loss: 148.9865 - logits_profile_predictions_loss: 146.8149 - logcount_predictions_loss: 0.4826 627/682 [==========================>...] - ETA: 17s - loss: 148.9858 - logits_profile_predictions_loss: 146.8143 - logcount_predictions_loss: 0.4826 628/682 [==========================>...] - ETA: 17s - loss: 148.9853 - logits_profile_predictions_loss: 146.8137 - logcount_predictions_loss: 0.4826 629/682 [==========================>...] - ETA: 16s - loss: 148.9847 - logits_profile_predictions_loss: 146.8131 - logcount_predictions_loss: 0.4826 630/682 [==========================>...] - ETA: 16s - loss: 148.9840 - logits_profile_predictions_loss: 146.8124 - logcount_predictions_loss: 0.4826 631/682 [==========================>...] - ETA: 16s - loss: 148.9834 - logits_profile_predictions_loss: 146.8118 - logcount_predictions_loss: 0.4826 632/682 [==========================>...] - ETA: 15s - loss: 148.9828 - logits_profile_predictions_loss: 146.8111 - logcount_predictions_loss: 0.4826 633/682 [==========================>...] - ETA: 15s - loss: 148.9822 - logits_profile_predictions_loss: 146.8105 - logcount_predictions_loss: 0.4826 634/682 [==========================>...] - ETA: 15s - loss: 148.9815 - logits_profile_predictions_loss: 146.8098 - logcount_predictions_loss: 0.4826 635/682 [==========================>...] - ETA: 15s - loss: 148.9810 - logits_profile_predictions_loss: 146.8092 - logcount_predictions_loss: 0.4826 636/682 [==========================>...] - ETA: 14s - loss: 148.9804 - logits_profile_predictions_loss: 146.8086 - logcount_predictions_loss: 0.4826 637/682 [===========================>..] - ETA: 14s - loss: 148.9798 - logits_profile_predictions_loss: 146.8080 - logcount_predictions_loss: 0.4826 638/682 [===========================>..] - ETA: 14s - loss: 148.9793 - logits_profile_predictions_loss: 146.8075 - logcount_predictions_loss: 0.4826 639/682 [===========================>..] - ETA: 13s - loss: 148.9787 - logits_profile_predictions_loss: 146.8069 - logcount_predictions_loss: 0.4826 640/682 [===========================>..] - ETA: 13s - loss: 148.9782 - logits_profile_predictions_loss: 146.8064 - logcount_predictions_loss: 0.4826 641/682 [===========================>..] - ETA: 13s - loss: 148.9777 - logits_profile_predictions_loss: 146.8058 - logcount_predictions_loss: 0.4826 642/682 [===========================>..] - ETA: 12s - loss: 148.9772 - logits_profile_predictions_loss: 146.8053 - logcount_predictions_loss: 0.4826 643/682 [===========================>..] - ETA: 12s - loss: 148.9767 - logits_profile_predictions_loss: 146.8047 - logcount_predictions_loss: 0.4827 644/682 [===========================>..] - ETA: 12s - loss: 148.9762 - logits_profile_predictions_loss: 146.8042 - logcount_predictions_loss: 0.4827 645/682 [===========================>..] - ETA: 11s - loss: 148.9758 - logits_profile_predictions_loss: 146.8037 - logcount_predictions_loss: 0.4827 646/682 [===========================>..] - ETA: 11s - loss: 148.9753 - logits_profile_predictions_loss: 146.8033 - logcount_predictions_loss: 0.4827 647/682 [===========================>..] - ETA: 11s - loss: 148.9749 - logits_profile_predictions_loss: 146.8028 - logcount_predictions_loss: 0.4827 648/682 [===========================>..] - ETA: 10s - loss: 148.9745 - logits_profile_predictions_loss: 146.8024 - logcount_predictions_loss: 0.4827 649/682 [===========================>..] - ETA: 10s - loss: 148.9741 - logits_profile_predictions_loss: 146.8020 - logcount_predictions_loss: 0.4827 650/682 [===========================>..] - ETA: 10s - loss: 148.9737 - logits_profile_predictions_loss: 146.8015 - logcount_predictions_loss: 0.4827 651/682 [===========================>..] - ETA: 9s - loss: 148.9733 - logits_profile_predictions_loss: 146.8011 - logcount_predictions_loss: 0.4827  652/682 [===========================>..] - ETA: 9s - loss: 148.9729 - logits_profile_predictions_loss: 146.8006 - logcount_predictions_loss: 0.4827 653/682 [===========================>..] - ETA: 9s - loss: 148.9724 - logits_profile_predictions_loss: 146.8002 - logcount_predictions_loss: 0.4827 654/682 [===========================>..] - ETA: 8s - loss: 148.9720 - logits_profile_predictions_loss: 146.7997 - logcount_predictions_loss: 0.4827 655/682 [===========================>..] - ETA: 8s - loss: 148.9716 - logits_profile_predictions_loss: 146.7993 - logcount_predictions_loss: 0.4827 656/682 [===========================>..] - ETA: 8s - loss: 148.9712 - logits_profile_predictions_loss: 146.7988 - logcount_predictions_loss: 0.4827 657/682 [===========================>..] - ETA: 7s - loss: 148.9707 - logits_profile_predictions_loss: 146.7983 - logcount_predictions_loss: 0.4827 658/682 [===========================>..] - ETA: 7s - loss: 148.9703 - logits_profile_predictions_loss: 146.7979 - logcount_predictions_loss: 0.4827 659/682 [===========================>..] - ETA: 7s - loss: 148.9699 - logits_profile_predictions_loss: 146.7975 - logcount_predictions_loss: 0.4828 660/682 [============================>.] - ETA: 7s - loss: 148.9695 - logits_profile_predictions_loss: 146.7970 - logcount_predictions_loss: 0.4828 661/682 [============================>.] - ETA: 6s - loss: 148.9690 - logits_profile_predictions_loss: 146.7965 - logcount_predictions_loss: 0.4828 662/682 [============================>.] - ETA: 6s - loss: 148.9685 - logits_profile_predictions_loss: 146.7960 - logcount_predictions_loss: 0.4828 663/682 [============================>.] - ETA: 6s - loss: 148.9680 - logits_profile_predictions_loss: 146.7955 - logcount_predictions_loss: 0.4828 664/682 [============================>.] - ETA: 5s - loss: 148.9675 - logits_profile_predictions_loss: 146.7950 - logcount_predictions_loss: 0.4828 665/682 [============================>.] - ETA: 5s - loss: 148.9671 - logits_profile_predictions_loss: 146.7945 - logcount_predictions_loss: 0.4828 666/682 [============================>.] - ETA: 5s - loss: 148.9666 - logits_profile_predictions_loss: 146.7940 - logcount_predictions_loss: 0.4828 667/682 [============================>.] - ETA: 4s - loss: 148.9662 - logits_profile_predictions_loss: 146.7935 - logcount_predictions_loss: 0.4828 668/682 [============================>.] - ETA: 4s - loss: 148.9657 - logits_profile_predictions_loss: 146.7930 - logcount_predictions_loss: 0.4828 669/682 [============================>.] - ETA: 4s - loss: 148.9653 - logits_profile_predictions_loss: 146.7926 - logcount_predictions_loss: 0.4828 670/682 [============================>.] - ETA: 3s - loss: 148.9648 - logits_profile_predictions_loss: 146.7921 - logcount_predictions_loss: 0.4828 671/682 [============================>.] - ETA: 3s - loss: 148.9644 - logits_profile_predictions_loss: 146.7916 - logcount_predictions_loss: 0.4828 672/682 [============================>.] - ETA: 3s - loss: 148.9639 - logits_profile_predictions_loss: 146.7912 - logcount_predictions_loss: 0.4828 673/682 [============================>.] - ETA: 2s - loss: 148.9634 - logits_profile_predictions_loss: 146.7907 - logcount_predictions_loss: 0.4828 674/682 [============================>.] - ETA: 2s - loss: 148.9630 - logits_profile_predictions_loss: 146.7902 - logcount_predictions_loss: 0.4828 675/682 [============================>.] - ETA: 2s - loss: 148.9625 - logits_profile_predictions_loss: 146.7897 - logcount_predictions_loss: 0.4828 676/682 [============================>.] - ETA: 1s - loss: 148.9619 - logits_profile_predictions_loss: 146.7891 - logcount_predictions_loss: 0.4828 677/682 [============================>.] - ETA: 1s - loss: 148.9614 - logits_profile_predictions_loss: 146.7886 - logcount_predictions_loss: 0.4828 678/682 [============================>.] - ETA: 1s - loss: 148.9610 - logits_profile_predictions_loss: 146.7881 - logcount_predictions_loss: 0.4829 679/682 [============================>.] - ETA: 0s - loss: 148.9605 - logits_profile_predictions_loss: 146.7876 - logcount_predictions_loss: 0.4829 680/682 [============================>.] - ETA: 0s - loss: 148.9600 - logits_profile_predictions_loss: 146.7871 - logcount_predictions_loss: 0.4829 681/682 [============================>.] - ETA: 0s - loss: 148.9595 - logits_profile_predictions_loss: 146.7866 - logcount_predictions_loss: 0.4829 682/682 [==============================] - ETA: 0s - loss: 148.9590 - logits_profile_predictions_loss: 146.7861 - logcount_predictions_loss: 0.4829 682/682 [==============================] - 226s 331ms/step - loss: 148.9586 - logits_profile_predictions_loss: 146.7856 - logcount_predictions_loss: 0.4829 - val_loss: 169.2204 - val_logits_profile_predictions_loss: 166.5789 - val_logcount_predictions_loss: 0.5870 + +Epoch 00010: val_loss did not improve from 167.09805 +Restoring model weights from the end of the best epoch. +Epoch 00010: early stopping +save model +save model without bias +2022-09-22_20-25-22: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/bigWigs/ENCSR802GEV.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(11203, 10) +loading nonpeaks... +got split:test for bed regions:(11293, 10) +0/88 +2022-09-22_20-27-44: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/bigWigs/ENCSR802GEV.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(11203, 10) +loading nonpeaks... +got split:test for bed regions:(11293, 10) +0/88 +2022-09-22_20-29-38: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ + --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/ATAC//ENCSR802GEV//preprocessing/bigWigs/ENCSR802GEV.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(11203, 10) +loading nonpeaks... +got split:test for bed regions:(11293, 10) +0/88 +2022-09-22_20-30-43: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_20-30-43: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//footprints/corrected \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model_1" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +wo_bias_bpnet_1st_conv (Conv1D) (None, 2094, 512) 43520 sequence[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1conv (Conv1D) (None, 2090, 512) 786944 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_1crop (Cropping1D (None, 2090, 512) 0 wo_bias_bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 512) 0 wo_bias_bpnet_1conv[0][0] + wo_bias_bpnet_1crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2conv (Conv1D) (None, 2082, 512) 786944 add[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_2crop (Cropping1D (None, 2082, 512) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 512) 0 wo_bias_bpnet_2conv[0][0] + wo_bias_bpnet_2crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3conv (Conv1D) (None, 2066, 512) 786944 add_1[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_3crop (Cropping1D (None, 2066, 512) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 512) 0 wo_bias_bpnet_3conv[0][0] + wo_bias_bpnet_3crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4conv (Conv1D) (None, 2034, 512) 786944 add_2[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_4crop (Cropping1D (None, 2034, 512) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 512) 0 wo_bias_bpnet_4conv[0][0] + wo_bias_bpnet_4crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5conv (Conv1D) (None, 1970, 512) 786944 add_3[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_5crop (Cropping1D (None, 1970, 512) 0 add_3[0][0] +__________________________________________________________________________________________________ +add_4 (Add) (None, 1970, 512) 0 wo_bias_bpnet_5conv[0][0] + wo_bias_bpnet_5crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6conv (Conv1D) (None, 1842, 512) 786944 add_4[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_6crop (Cropping1D (None, 1842, 512) 0 add_4[0][0] +__________________________________________________________________________________________________ +add_5 (Add) (None, 1842, 512) 0 wo_bias_bpnet_6conv[0][0] + wo_bias_bpnet_6crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7conv (Conv1D) (None, 1586, 512) 786944 add_5[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_7crop (Cropping1D (None, 1586, 512) 0 add_5[0][0] +__________________________________________________________________________________________________ +add_6 (Add) (None, 1586, 512) 0 wo_bias_bpnet_7conv[0][0] + wo_bias_bpnet_7crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8conv (Conv1D) (None, 1074, 512) 786944 add_6[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_8crop (Cropping1D (None, 1074, 512) 0 add_6[0][0] +__________________________________________________________________________________________________ +add_7 (Add) (None, 1074, 512) 0 wo_bias_bpnet_8conv[0][0] + wo_bias_bpnet_8crop[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_prof_out_precrop (None, 1000, 1) 38401 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logitt_before_fla (None, 1000, 1) 0 wo_bias_bpnet_prof_out_precrop[0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 512) 0 add_7[0][0] +__________________________________________________________________________________________________ +wo_bias_bpnet_logits_profile_pr (None, 1000) 0 wo_bias_bpnet_logitt_before_flatt +__________________________________________________________________________________________________ +wo_bias_bpnet_logcount_predicti (None, 1) 513 gap[0][0] +================================================================================================== +Total params: 6,377,986 +Trainable params: 6,377,986 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/11 [=>............................] - ETA: 2:38 3/11 [=======>......................] - ETA: 3s  4/11 [=========>....................] - ETA: 4s 5/11 [============>.................] - ETA: 4s 6/11 [===============>..............] - ETA: 3s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 39s 2s/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 987ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 991ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 995ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 999ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 1s/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 1s/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 1s/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 1s/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 8s 3/11 [=======>......................] - ETA: 7s 4/11 [=========>....................] - ETA: 6s 5/11 [============>.................] - ETA: 5s 6/11 [===============>..............] - ETA: 4s 7/11 [==================>...........] - ETA: 3s 8/11 [====================>.........] - ETA: 2s 9/11 [=======================>......] - ETA: 1s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 10s 1s/step +Saving marginal footprints +2022-09-22_20-33-02: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//footprints +2022-09-22_20-33-02: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/evaluation/marginal_footprints/marginal_footprinting.py \ + -g /scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ + -r /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR802GEV//chrombpnet_model_feb15_fold_1//footprints/bias \ + -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ + -mo tn5_1,tn5_2,tn5_3,tn5_4,tn5_5 + MOTIF_NAME MOTIF_PWM_FWD +0 tn5_1 GCACAGTACAGAGCTG +1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG +2 tn5_3 CCTCTACACTGTGCAGAA +3 tn5_4 GCACAGTTCTAGACTGTGCAG +4 tn5_5 CTGCACAGTGTAGAGTTGTGC +5 dnase_1 TTTACAAGTCCA +6 dnase_2 TGTACTTACGAA +7 NRF1 GCGCATGCGC +8 AP1 CGATATGACTCATCCC +9 CTCF TTGGCCACTAGGGGGCGCTAT +10 ETS CCGAAAGCGGAAGTGAGAC +11 SP1 AAGGGGGCGGGGCCTAA +12 RUNX CCCTAACCACAGCCC +13 NFKB GCAAGGGAAATTCCCCAGG +14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC +15 TAL GGCTGGG +16 NFYB CCAGCCAATCAGAGC +17 GABPA GAAACCGGAAGTGGCC +18 BACH1+MAFK AACTGCTGAGTCATCCCG +19 NRF1 CCCCGCGCATGCGCAGTGC +20 HNF4G CCGTTGGACTTTGGACCCTG +got the model +Model: "model" +__________________________________________________________________________________________________ +Layer (type) Output Shape Param # Connected to +================================================================================================== +sequence (InputLayer) [(None, 2114, 4)] 0 +__________________________________________________________________________________________________ +bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] +__________________________________________________________________________________________________ +bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] +__________________________________________________________________________________________________ +add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] + bpnet_1crop[0][0] +__________________________________________________________________________________________________ +bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] +__________________________________________________________________________________________________ +bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] +__________________________________________________________________________________________________ +add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] + bpnet_2crop[0][0] +__________________________________________________________________________________________________ +bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] +__________________________________________________________________________________________________ +bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] +__________________________________________________________________________________________________ +add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] + bpnet_3crop[0][0] +__________________________________________________________________________________________________ +bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] +__________________________________________________________________________________________________ +bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] +__________________________________________________________________________________________________ +add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] + bpnet_4crop[0][0] +__________________________________________________________________________________________________ +prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] +__________________________________________________________________________________________________ +gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] +__________________________________________________________________________________________________ +logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla +__________________________________________________________________________________________________ +logcount_predictions (Dense) (None, 1) 129 gap[0][0] +================================================================================================== +Total params: 217,730 +Trainable params: 217,730 +Non-trainable params: 0 +__________________________________________________________________________________________________ +inferred model inputlen: 2114 +inferred model outputlen: 1000 +inserting motif: tn5_1 +GCACAGTACAGAGCTG + 1/11 [=>............................] - ETA: 1:45 3/11 [=======>......................] - ETA: 0s  4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 20s 955ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step + 1/11 [=>............................] - ETA: 0s 2/11 [====>.........................] - ETA: 0s 3/11 [=======>......................] - ETA: 0s 4/11 [=========>....................] - ETA: 0s 5/11 [============>.................] - ETA: 0s 6/11 [===============>..............] - ETA: 0s 7/11 [==================>...........] - ETA: 0s 8/11 [====================>.........] - ETA: 0s 9/11 [=======================>......] - ETA: 0s 10/11 [==========================>...] - ETA: 0s 11/11 [==============================] - ETA: 0s 11/11 [==============================] - 1s 88ms/step +Saving marginal footprints