diff --git "a/fold_0/logs.models.fold_0.ENCSR614JAG/logfile.modelling.fold_0.ENCSR614JAG.stdout.txt" "b/fold_0/logs.models.fold_0.ENCSR614JAG/logfile.modelling.fold_0.ENCSR614JAG.stdout.txt" new file mode 100644--- /dev/null +++ "b/fold_0/logs.models.fold_0.ENCSR614JAG/logfile.modelling.fold_0.ENCSR614JAG.stdout.txt" @@ -0,0 +1,496 @@ +ATAC-seq +ATAC_PE +Tue Feb 15 20:12:07 2022 ++-----------------------------------------------------------------------------+ +| NVIDIA-SMI 510.39.01 Driver Version: 510.39.01 CUDA Version: 11.6 | +|-------------------------------+----------------------+----------------------+ +| 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 A100-PCI... On | 00000000:46:00.0 Off | 0 | +| N/A 34C P0 35W / 250W | 0MiB / 40960MiB | 0% E. Process | +| | | Disabled | ++-------------------------------+----------------------+----------------------+ + ++-----------------------------------------------------------------------------+ +| Processes: | +| GPU GI CI PID Type Process name GPU Memory | +| ID ID Usage | +|=============================================================================| +| No running processes found | ++-----------------------------------------------------------------------------+ +No logfile supplied - creating one +2022-02-15_20-12-08: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/bigWigs/ENCSR614JAG.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/downloads/peaks.bed.gz \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//negatives_data/negatives_with_summit.bed \ + --outlier_threshold=0.99 \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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/k562_atac_bias_new.h5 \ + --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15/ +evaluating hyperparameters on the following chromosomes ['chr2', 'chr4', 'chr5', 'chr7', 'chr9', 'chr10', 'chr11', 'chr12', 'chr13', 'chr14', 'chr15', 'chr16', 'chr17', 'chr18', 'chr19', 'chr21', 'chr22', 'chrX', 'chrY', 'chr8', 'chr20'] +Number of peaks input: 97243 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 97243 +Number of peaks input: 26650 +Number of peaks filtered because the input/output is on the edge: 0 +Number of peaks being used: 26650 +Number of non peaks input: 97243 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 97243 +Number of non peaks input: 26649 +Number of non peaks filtered because the input/output is on the edge: 0 +Number of non peaks being used: 26649 +Number of peaks after removing outliers: 96173 +Number of nonpeaks after removing outliers: 85724 +got the model +Model: "functional_1" +__________________________________________________________________________________________________ +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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2579/2679 [===========================>..] - ETA: 0s 2590/2679 [============================>.] - ETA: 0s 2601/2679 [============================>.] - ETA: 0s 2613/2679 [============================>.] - ETA: 0s 2625/2679 [============================>.] - ETA: 0s 2637/2679 [============================>.] - ETA: 0s 2649/2679 [============================>.] - ETA: 0s 2661/2679 [============================>.] - ETA: 0s 2673/2679 [============================>.] - ETA: 0s 2679/2679 [==============================] - ETA: 0s 2679/2679 [==============================] - 20s 5ms/step +2022-02-15_20-15-13: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/bigWigs/ENCSR614JAG.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --params=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet_model_params.tsv \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.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': '34.5', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json', 'negative_sampling_ratio': '0.1'} +got the model +loading peaks... +got split:train for bed regions:(88210, 10) +loading nonpeaks... +got split:train for bed regions:(78444, 10) +loading peaks... +got split:valid for bed regions:(7963, 10) +loading nonpeaks... +got split:valid for bed regions:(7280, 10) +Epoch 1/50 + 1/1517 [..............................] - ETA: 2:44:07 - loss: 995.2511 - logits_profile_predictions_loss: 675.9792 - logcount_predictions_loss: 9.2543 2/1517 [..............................] - ETA: 4:01 - loss: 1950.4561 - logits_profile_predictions_loss: 764.8977 - logcount_predictions_loss: 34.3640  3/1517 [..............................] - ETA: 4:02 - loss: 2107.6650 - logits_profile_predictions_loss: 816.9550 - logcount_predictions_loss: 37.4119 4/1517 [..............................] - ETA: 4:01 - loss: 2094.6072 - logits_profile_predictions_loss: 827.1817 - logcount_predictions_loss: 36.7370 5/1517 [..............................] - ETA: 4:00 - loss: 2058.4645 - logits_profile_predictions_loss: 838.0362 - logcount_predictions_loss: 35.3747 6/1517 [..............................] - ETA: 4:00 - loss: 2012.8329 - logits_profile_predictions_loss: 842.7098 - logcount_predictions_loss: 33.9166 7/1517 [..............................] - ETA: 4:00 - loss: 1970.8517 - logits_profile_predictions_loss: 847.3751 - logcount_predictions_loss: 32.5645 8/1517 [..............................] - ETA: 4:00 - loss: 1934.2201 - logits_profile_predictions_loss: 852.9760 - logcount_predictions_loss: 31.3404 9/1517 [..............................] - ETA: 3:59 - loss: 1901.4936 - logits_profile_predictions_loss: 858.0850 - logcount_predictions_loss: 30.2437 10/1517 [..............................] - ETA: 3:59 - loss: 1873.9854 - logits_profile_predictions_loss: 864.0130 - logcount_predictions_loss: 29.2746 11/1517 [..............................] - ETA: 3:59 - loss: 1850.0352 - logits_profile_predictions_loss: 869.8404 - logcount_predictions_loss: 28.4114 12/1517 [..............................] - ETA: 3:58 - loss: 1827.2297 - logits_profile_predictions_loss: 874.0717 - logcount_predictions_loss: 27.6278 13/1517 [..............................] - ETA: 3:58 - loss: 1805.5847 - logits_profile_predictions_loss: 877.0323 - logcount_predictions_loss: 26.9146 14/1517 [..............................] - ETA: 3:58 - loss: 1787.9648 - logits_profile_predictions_loss: 881.4758 - logcount_predictions_loss: 26.2750 15/1517 [..............................] - ETA: 3:58 - loss: 1771.1413 - logits_profile_predictions_loss: 884.9525 - logcount_predictions_loss: 25.6866 16/1517 [..............................] - ETA: 3:57 - loss: 1755.4775 - logits_profile_predictions_loss: 887.9128 - logcount_predictions_loss: 25.1468 17/1517 [..............................] - ETA: 3:57 - loss: 1740.5391 - logits_profile_predictions_loss: 890.2342 - logcount_predictions_loss: 24.6465 18/1517 [..............................] - ETA: 3:57 - loss: 1726.0072 - logits_profile_predictions_loss: 891.7757 - logcount_predictions_loss: 24.1806 19/1517 [..............................] - ETA: 3:57 - loss: 1711.5804 - logits_profile_predictions_loss: 892.4419 - logcount_predictions_loss: 23.7431 20/1517 [..............................] - ETA: 3:56 - loss: 1698.4539 - logits_profile_predictions_loss: 893.2513 - logcount_predictions_loss: 23.3392 21/1517 [..............................] - ETA: 3:56 - loss: 1686.0248 - logits_profile_predictions_loss: 893.8730 - logcount_predictions_loss: 22.9609 22/1517 [..............................] - ETA: 3:56 - loss: 1674.5857 - logits_profile_predictions_loss: 894.5682 - logcount_predictions_loss: 22.6092 23/1517 [..............................] - ETA: 3:56 - loss: 1663.7592 - logits_profile_predictions_loss: 895.0999 - logcount_predictions_loss: 22.2800 24/1517 [..............................] - ETA: 3:55 - loss: 1653.9094 - logits_profile_predictions_loss: 895.8320 - logcount_predictions_loss: 21.9733 25/1517 [..............................] - ETA: 3:55 - loss: 1644.7888 - logits_profile_predictions_loss: 896.6365 - logcount_predictions_loss: 21.6856 26/1517 [..............................] - ETA: 3:55 - loss: 1635.7929 - logits_profile_predictions_loss: 897.0901 - logcount_predictions_loss: 21.4117 27/1517 [..............................] - ETA: 3:55 - loss: 1627.0225 - logits_profile_predictions_loss: 897.3075 - logcount_predictions_loss: 21.1512 28/1517 [..............................] - ETA: 3:55 - loss: 1619.0817 - logits_profile_predictions_loss: 897.7888 - logcount_predictions_loss: 20.9070 29/1517 [..............................] - ETA: 3:54 - loss: 1611.6342 - logits_profile_predictions_loss: 898.3043 - logcount_predictions_loss: 20.6762 30/1517 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logits_profile_predictions_loss: 886.5922 - logcount_predictions_loss: 13.6428 167/1517 [==>...........................] - ETA: 3:33 - loss: 1356.7453 - logits_profile_predictions_loss: 886.4900 - logcount_predictions_loss: 13.6306 168/1517 [==>...........................] - ETA: 3:32 - loss: 1356.2316 - logits_profile_predictions_loss: 886.3931 - logcount_predictions_loss: 13.6185 169/1517 [==>...........................] - ETA: 3:32 - loss: 1355.7194 - logits_profile_predictions_loss: 886.2942 - logcount_predictions_loss: 13.6065 170/1517 [==>...........................] - ETA: 3:32 - loss: 1355.2120 - logits_profile_predictions_loss: 886.1965 - logcount_predictions_loss: 13.5946 171/1517 [==>...........................] - ETA: 3:32 - loss: 1354.7044 - logits_profile_predictions_loss: 886.0960 - logcount_predictions_loss: 13.5828 172/1517 [==>...........................] - ETA: 3:32 - loss: 1354.2051 - logits_profile_predictions_loss: 885.9987 - logcount_predictions_loss: 13.5712 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logits_profile_predictions_loss: 885.3151 - logcount_predictions_loss: 13.4932 180/1517 [==>...........................] - ETA: 3:31 - loss: 1350.3552 - logits_profile_predictions_loss: 885.2112 - logcount_predictions_loss: 13.4824 181/1517 [==>...........................] - ETA: 3:30 - loss: 1349.8836 - logits_profile_predictions_loss: 885.1072 - logcount_predictions_loss: 13.4718 182/1517 [==>...........................] - ETA: 3:30 - loss: 1349.4146 - logits_profile_predictions_loss: 885.0027 - logcount_predictions_loss: 13.4612 183/1517 [==>...........................] - ETA: 3:30 - loss: 1348.9476 - logits_profile_predictions_loss: 884.8972 - logcount_predictions_loss: 13.4507 184/1517 [==>...........................] - ETA: 3:30 - loss: 1348.4861 - logits_profile_predictions_loss: 884.7932 - logcount_predictions_loss: 13.4404 185/1517 [==>...........................] - ETA: 3:30 - loss: 1348.0357 - logits_profile_predictions_loss: 884.6941 - logcount_predictions_loss: 13.4302 186/1517 [==>...........................] - ETA: 3:30 - loss: 1347.5911 - logits_profile_predictions_loss: 884.5964 - logcount_predictions_loss: 13.4201 187/1517 [==>...........................] - ETA: 3:30 - loss: 1347.1465 - logits_profile_predictions_loss: 884.4958 - logcount_predictions_loss: 13.4102 188/1517 [==>...........................] - ETA: 3:29 - loss: 1346.7053 - logits_profile_predictions_loss: 884.3947 - logcount_predictions_loss: 13.4003 189/1517 [==>...........................] - ETA: 3:29 - loss: 1346.2597 - logits_profile_predictions_loss: 884.2880 - logcount_predictions_loss: 13.3905 190/1517 [==>...........................] - ETA: 3:29 - loss: 1345.8153 - logits_profile_predictions_loss: 884.1795 - logcount_predictions_loss: 13.3807 191/1517 [==>...........................] - ETA: 3:29 - loss: 1345.3818 - logits_profile_predictions_loss: 884.0766 - logcount_predictions_loss: 13.3711 192/1517 [==>...........................] - ETA: 3:29 - loss: 1344.9553 - logits_profile_predictions_loss: 883.9767 - logcount_predictions_loss: 13.3617 193/1517 [==>...........................] - ETA: 3:29 - loss: 1344.5268 - logits_profile_predictions_loss: 883.8731 - logcount_predictions_loss: 13.3523 194/1517 [==>...........................] - ETA: 3:29 - loss: 1344.0950 - logits_profile_predictions_loss: 883.7649 - logcount_predictions_loss: 13.3429 195/1517 [==>...........................] - ETA: 3:28 - loss: 1343.6655 - logits_profile_predictions_loss: 883.6561 - logcount_predictions_loss: 13.3336 196/1517 [==>...........................] - ETA: 3:28 - loss: 1343.2344 - logits_profile_predictions_loss: 883.5439 - logcount_predictions_loss: 13.3243 197/1517 [==>...........................] - ETA: 3:28 - loss: 1342.8109 - logits_profile_predictions_loss: 883.4348 - logcount_predictions_loss: 13.3152 198/1517 [==>...........................] - ETA: 3:28 - loss: 1342.3891 - logits_profile_predictions_loss: 883.3248 - logcount_predictions_loss: 13.3062 199/1517 [==>...........................] - ETA: 3:28 - loss: 1341.9671 - logits_profile_predictions_loss: 883.2127 - logcount_predictions_loss: 13.2972 200/1517 [==>...........................] - ETA: 3:28 - loss: 1341.5541 - logits_profile_predictions_loss: 883.1049 - logcount_predictions_loss: 13.2884 201/1517 [==>...........................] - ETA: 3:27 - loss: 1341.1456 - logits_profile_predictions_loss: 882.9985 - logcount_predictions_loss: 13.2796 202/1517 [==>...........................] - ETA: 3:27 - loss: 1340.7368 - logits_profile_predictions_loss: 882.8900 - logcount_predictions_loss: 13.2709 203/1517 [===>..........................] - ETA: 3:27 - loss: 1340.3332 - logits_profile_predictions_loss: 882.7839 - logcount_predictions_loss: 13.2623 204/1517 [===>..........................] - ETA: 3:27 - loss: 1339.9380 - logits_profile_predictions_loss: 882.6821 - logcount_predictions_loss: 13.2538 205/1517 [===>..........................] - ETA: 3:27 - loss: 1339.5470 - logits_profile_predictions_loss: 882.5812 - logcount_predictions_loss: 13.2454 206/1517 [===>..........................] - ETA: 3:27 - loss: 1339.1591 - logits_profile_predictions_loss: 882.4814 - logcount_predictions_loss: 13.2370 207/1517 [===>..........................] - ETA: 3:27 - loss: 1338.7747 - logits_profile_predictions_loss: 882.3827 - logcount_predictions_loss: 13.2287 208/1517 [===>..........................] - ETA: 3:26 - loss: 1338.3878 - logits_profile_predictions_loss: 882.2802 - logcount_predictions_loss: 13.2205 209/1517 [===>..........................] - ETA: 3:26 - loss: 1337.9989 - logits_profile_predictions_loss: 882.1743 - logcount_predictions_loss: 13.2123 210/1517 [===>..........................] - ETA: 3:26 - loss: 1337.6149 - logits_profile_predictions_loss: 882.0704 - logcount_predictions_loss: 13.2042 211/1517 [===>..........................] - ETA: 3:26 - loss: 1337.2389 - logits_profile_predictions_loss: 881.9713 - logcount_predictions_loss: 13.1961 212/1517 [===>..........................] - ETA: 3:26 - loss: 1336.8667 - logits_profile_predictions_loss: 881.8735 - logcount_predictions_loss: 13.1882 213/1517 [===>..........................] - ETA: 3:26 - loss: 1336.4985 - logits_profile_predictions_loss: 881.7772 - logcount_predictions_loss: 13.1803 214/1517 [===>..........................] - ETA: 3:26 - loss: 1336.1363 - logits_profile_predictions_loss: 881.6838 - logcount_predictions_loss: 13.1725 215/1517 [===>..........................] - ETA: 3:25 - loss: 1335.7798 - logits_profile_predictions_loss: 881.5931 - logcount_predictions_loss: 13.1648 216/1517 [===>..........................] - ETA: 3:25 - loss: 1335.4208 - logits_profile_predictions_loss: 881.4992 - logcount_predictions_loss: 13.1571 217/1517 [===>..........................] - ETA: 3:25 - loss: 1335.0633 - logits_profile_predictions_loss: 881.4053 - logcount_predictions_loss: 13.1495 218/1517 [===>..........................] - ETA: 3:25 - loss: 1334.7110 - logits_profile_predictions_loss: 881.3137 - logcount_predictions_loss: 13.1419 219/1517 [===>..........................] - ETA: 3:25 - loss: 1334.3616 - logits_profile_predictions_loss: 881.2224 - logcount_predictions_loss: 13.1345 220/1517 [===>..........................] - ETA: 3:25 - loss: 1334.0161 - logits_profile_predictions_loss: 881.1320 - logcount_predictions_loss: 13.1271 221/1517 [===>..........................] - ETA: 3:24 - loss: 1333.6731 - logits_profile_predictions_loss: 881.0420 - logcount_predictions_loss: 13.1197 222/1517 [===>..........................] - ETA: 3:24 - loss: 1333.3335 - logits_profile_predictions_loss: 880.9533 - logcount_predictions_loss: 13.1125 223/1517 [===>..........................] - ETA: 3:24 - loss: 1332.9943 - logits_profile_predictions_loss: 880.8634 - logcount_predictions_loss: 13.1052 224/1517 [===>..........................] - ETA: 3:24 - loss: 1332.6562 - logits_profile_predictions_loss: 880.7729 - logcount_predictions_loss: 13.0981 225/1517 [===>..........................] - ETA: 3:24 - loss: 1332.3212 - logits_profile_predictions_loss: 880.6832 - logcount_predictions_loss: 13.0909 226/1517 [===>..........................] - ETA: 3:24 - loss: 1331.9870 - logits_profile_predictions_loss: 880.5928 - logcount_predictions_loss: 13.0839 227/1517 [===>..........................] - ETA: 3:24 - loss: 1331.6530 - logits_profile_predictions_loss: 880.5012 - logcount_predictions_loss: 13.0768 228/1517 [===>..........................] - ETA: 3:23 - loss: 1331.3241 - logits_profile_predictions_loss: 880.4123 - logcount_predictions_loss: 13.0699 229/1517 [===>..........................] - ETA: 3:23 - loss: 1330.9943 - logits_profile_predictions_loss: 880.3214 - logcount_predictions_loss: 13.0630 230/1517 [===>..........................] - ETA: 3:23 - loss: 1330.6652 - logits_profile_predictions_loss: 880.2300 - logcount_predictions_loss: 13.0561 231/1517 [===>..........................] - ETA: 3:23 - loss: 1330.3377 - logits_profile_predictions_loss: 880.1382 - logcount_predictions_loss: 13.0492 232/1517 [===>..........................] - ETA: 3:23 - loss: 1330.0116 - logits_profile_predictions_loss: 880.0462 - logcount_predictions_loss: 13.0425 233/1517 [===>..........................] - ETA: 3:23 - loss: 1329.6873 - logits_profile_predictions_loss: 879.9543 - logcount_predictions_loss: 13.0357 234/1517 [===>..........................] - ETA: 3:22 - loss: 1329.3600 - logits_profile_predictions_loss: 879.8587 - logcount_predictions_loss: 13.0290 235/1517 [===>..........................] - ETA: 3:22 - loss: 1329.0335 - logits_profile_predictions_loss: 879.7621 - logcount_predictions_loss: 13.0223 236/1517 [===>..........................] - ETA: 3:22 - loss: 1328.7091 - logits_profile_predictions_loss: 879.6660 - logcount_predictions_loss: 13.0157 237/1517 [===>..........................] - ETA: 3:22 - loss: 1328.3891 - logits_profile_predictions_loss: 879.5720 - logcount_predictions_loss: 13.0092 238/1517 [===>..........................] - ETA: 3:22 - loss: 1328.0684 - logits_profile_predictions_loss: 879.4762 - logcount_predictions_loss: 13.0027 239/1517 [===>..........................] - ETA: 3:22 - loss: 1327.7446 - logits_profile_predictions_loss: 879.3771 - logcount_predictions_loss: 12.9961 240/1517 [===>..........................] - ETA: 3:22 - loss: 1327.4259 - logits_profile_predictions_loss: 879.2807 - logcount_predictions_loss: 12.9897 241/1517 [===>..........................] - ETA: 3:21 - loss: 1327.1091 - logits_profile_predictions_loss: 879.1847 - logcount_predictions_loss: 12.9833 242/1517 [===>..........................] - ETA: 3:21 - loss: 1326.7948 - logits_profile_predictions_loss: 879.0893 - logcount_predictions_loss: 12.9770 243/1517 [===>..........................] - ETA: 3:21 - loss: 1326.4835 - logits_profile_predictions_loss: 878.9952 - logcount_predictions_loss: 12.9707 244/1517 [===>..........................] - ETA: 3:21 - loss: 1326.1739 - logits_profile_predictions_loss: 878.9015 - logcount_predictions_loss: 12.9644 245/1517 [===>..........................] - ETA: 3:21 - loss: 1325.8668 - logits_profile_predictions_loss: 878.8086 - logcount_predictions_loss: 12.9582 246/1517 [===>..........................] - ETA: 3:21 - loss: 1325.5626 - logits_profile_predictions_loss: 878.7168 - logcount_predictions_loss: 12.9520 247/1517 [===>..........................] - ETA: 3:20 - loss: 1325.2573 - logits_profile_predictions_loss: 878.6231 - logcount_predictions_loss: 12.9459 248/1517 [===>..........................] - ETA: 3:20 - loss: 1324.9516 - logits_profile_predictions_loss: 878.5282 - logcount_predictions_loss: 12.9398 249/1517 [===>..........................] - ETA: 3:20 - loss: 1324.6453 - logits_profile_predictions_loss: 878.4317 - logcount_predictions_loss: 12.9337 250/1517 [===>..........................] - ETA: 3:20 - loss: 1324.3391 - logits_profile_predictions_loss: 878.3343 - logcount_predictions_loss: 12.9277 251/1517 [===>..........................] - ETA: 3:20 - loss: 1324.0332 - logits_profile_predictions_loss: 878.2364 - logcount_predictions_loss: 12.9216 252/1517 [===>..........................] - ETA: 3:20 - loss: 1323.7260 - logits_profile_predictions_loss: 878.1368 - logcount_predictions_loss: 12.9156 253/1517 [====>.........................] - ETA: 3:20 - loss: 1323.4249 - logits_profile_predictions_loss: 878.0408 - logcount_predictions_loss: 12.9097 254/1517 [====>.........................] - ETA: 3:19 - loss: 1323.1258 - logits_profile_predictions_loss: 877.9451 - logcount_predictions_loss: 12.9038 255/1517 [====>.........................] - ETA: 3:19 - loss: 1322.8278 - logits_profile_predictions_loss: 877.8491 - logcount_predictions_loss: 12.8979 256/1517 [====>.........................] - ETA: 3:19 - loss: 1322.5289 - logits_profile_predictions_loss: 877.7516 - logcount_predictions_loss: 12.8921 257/1517 [====>.........................] - ETA: 3:19 - loss: 1322.2314 - logits_profile_predictions_loss: 877.6544 - logcount_predictions_loss: 12.8863 258/1517 [====>.........................] - ETA: 3:19 - loss: 1321.9333 - logits_profile_predictions_loss: 877.5558 - logcount_predictions_loss: 12.8805 259/1517 [====>.........................] - ETA: 3:19 - loss: 1321.6377 - logits_profile_predictions_loss: 877.4581 - logcount_predictions_loss: 12.8748 260/1517 [====>.........................] - ETA: 3:18 - loss: 1321.3424 - logits_profile_predictions_loss: 877.3598 - logcount_predictions_loss: 12.8690 261/1517 [====>.........................] - ETA: 3:18 - loss: 1321.0484 - logits_profile_predictions_loss: 877.2612 - logcount_predictions_loss: 12.8634 262/1517 [====>.........................] - ETA: 3:18 - loss: 1320.7602 - logits_profile_predictions_loss: 877.1662 - logcount_predictions_loss: 12.8578 263/1517 [====>.........................] - ETA: 3:18 - loss: 1320.4739 - logits_profile_predictions_loss: 877.0715 - logcount_predictions_loss: 12.8522 264/1517 [====>.........................] - ETA: 3:18 - loss: 1320.1878 - logits_profile_predictions_loss: 876.9760 - logcount_predictions_loss: 12.8467 265/1517 [====>.........................] - ETA: 3:18 - loss: 1319.9018 - logits_profile_predictions_loss: 876.8797 - logcount_predictions_loss: 12.8412 266/1517 [====>.........................] - ETA: 3:18 - loss: 1319.6183 - logits_profile_predictions_loss: 876.7844 - logcount_predictions_loss: 12.8357 267/1517 [====>.........................] - ETA: 3:17 - loss: 1319.3340 - logits_profile_predictions_loss: 876.6875 - logcount_predictions_loss: 12.8303 268/1517 [====>.........................] - ETA: 3:17 - loss: 1319.0495 - logits_profile_predictions_loss: 876.5897 - logcount_predictions_loss: 12.8249 269/1517 [====>.........................] - ETA: 3:17 - loss: 1318.7688 - logits_profile_predictions_loss: 876.4939 - logcount_predictions_loss: 12.8195 270/1517 [====>.........................] - ETA: 3:17 - loss: 1318.4912 - logits_profile_predictions_loss: 876.3996 - logcount_predictions_loss: 12.8142 271/1517 [====>.........................] - ETA: 3:17 - loss: 1318.2163 - logits_profile_predictions_loss: 876.3063 - logcount_predictions_loss: 12.8090 272/1517 [====>.........................] - ETA: 3:17 - loss: 1317.9438 - logits_profile_predictions_loss: 876.2138 - logcount_predictions_loss: 12.8038 273/1517 [====>.........................] - ETA: 3:16 - loss: 1317.6700 - logits_profile_predictions_loss: 876.1197 - logcount_predictions_loss: 12.7985 274/1517 [====>.........................] - ETA: 3:16 - loss: 1317.3992 - logits_profile_predictions_loss: 876.0268 - logcount_predictions_loss: 12.7934 275/1517 [====>.........................] - ETA: 3:16 - loss: 1317.1294 - logits_profile_predictions_loss: 875.9341 - logcount_predictions_loss: 12.7883 276/1517 [====>.........................] - ETA: 3:16 - loss: 1316.8611 - logits_profile_predictions_loss: 875.8419 - logcount_predictions_loss: 12.7831 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[===>..........................] - ETA: 3:22 - loss: 690.1423 - logits_profile_predictions_loss: 634.5003 - logcount_predictions_loss: 1.6128 240/1517 [===>..........................] - ETA: 3:22 - loss: 690.1397 - logits_profile_predictions_loss: 634.4984 - logcount_predictions_loss: 1.6128 241/1517 [===>..........................] - ETA: 3:22 - loss: 690.1371 - logits_profile_predictions_loss: 634.4968 - logcount_predictions_loss: 1.6128 242/1517 [===>..........................] - ETA: 3:22 - loss: 690.1386 - logits_profile_predictions_loss: 634.4994 - logcount_predictions_loss: 1.6127 243/1517 [===>..........................] - ETA: 3:21 - loss: 690.1402 - logits_profile_predictions_loss: 634.5021 - logcount_predictions_loss: 1.6127 244/1517 [===>..........................] - ETA: 3:21 - loss: 690.1401 - logits_profile_predictions_loss: 634.5030 - logcount_predictions_loss: 1.6127 245/1517 [===>..........................] - ETA: 3:21 - loss: 690.1393 - logits_profile_predictions_loss: 634.5032 - logcount_predictions_loss: 1.6126 246/1517 [===>..........................] - ETA: 3:21 - loss: 690.1398 - logits_profile_predictions_loss: 634.5046 - logcount_predictions_loss: 1.6126 247/1517 [===>..........................] - ETA: 3:21 - loss: 690.1393 - logits_profile_predictions_loss: 634.5049 - logcount_predictions_loss: 1.6126 248/1517 [===>..........................] - ETA: 3:21 - loss: 690.1375 - logits_profile_predictions_loss: 634.5041 - logcount_predictions_loss: 1.6126 249/1517 [===>..........................] - ETA: 3:20 - loss: 690.1363 - logits_profile_predictions_loss: 634.5038 - logcount_predictions_loss: 1.6125 250/1517 [===>..........................] - ETA: 3:20 - loss: 690.1348 - logits_profile_predictions_loss: 634.5032 - logcount_predictions_loss: 1.6125 251/1517 [===>..........................] - ETA: 3:20 - loss: 690.1350 - logits_profile_predictions_loss: 634.5044 - logcount_predictions_loss: 1.6125 252/1517 [===>..........................] - ETA: 3:20 - loss: 690.1360 - logits_profile_predictions_loss: 634.5064 - logcount_predictions_loss: 1.6124 253/1517 [====>.........................] - ETA: 3:20 - loss: 690.1365 - logits_profile_predictions_loss: 634.5079 - logcount_predictions_loss: 1.6124 254/1517 [====>.........................] - ETA: 3:20 - loss: 690.1360 - logits_profile_predictions_loss: 634.5084 - logcount_predictions_loss: 1.6124 255/1517 [====>.........................] - ETA: 3:19 - loss: 690.1359 - logits_profile_predictions_loss: 634.5092 - logcount_predictions_loss: 1.6124 256/1517 [====>.........................] - ETA: 3:19 - loss: 690.1340 - logits_profile_predictions_loss: 634.5085 - logcount_predictions_loss: 1.6123 257/1517 [====>.........................] - ETA: 3:19 - loss: 690.1313 - logits_profile_predictions_loss: 634.5069 - logcount_predictions_loss: 1.6123 258/1517 [====>.........................] - ETA: 3:19 - loss: 690.1278 - 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[====>.........................] - ETA: 3:18 - loss: 690.1047 - logits_profile_predictions_loss: 634.4914 - logcount_predictions_loss: 1.6120 266/1517 [====>.........................] - ETA: 3:18 - loss: 690.1006 - logits_profile_predictions_loss: 634.4890 - logcount_predictions_loss: 1.6119 267/1517 [====>.........................] - ETA: 3:18 - loss: 690.0987 - logits_profile_predictions_loss: 634.4889 - logcount_predictions_loss: 1.6119 268/1517 [====>.........................] - ETA: 3:17 - loss: 690.0977 - logits_profile_predictions_loss: 634.4897 - logcount_predictions_loss: 1.6118 269/1517 [====>.........................] - ETA: 3:17 - loss: 690.0979 - logits_profile_predictions_loss: 634.4917 - logcount_predictions_loss: 1.6118 270/1517 [====>.........................] - ETA: 3:17 - loss: 690.0995 - logits_profile_predictions_loss: 634.4952 - logcount_predictions_loss: 1.6117 271/1517 [====>.........................] - ETA: 3:17 - loss: 690.1028 - 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[====>.........................] - ETA: 3:16 - loss: 690.1186 - logits_profile_predictions_loss: 634.5312 - logcount_predictions_loss: 1.6112 279/1517 [====>.........................] - ETA: 3:16 - loss: 690.1210 - logits_profile_predictions_loss: 634.5357 - logcount_predictions_loss: 1.6112 280/1517 [====>.........................] - ETA: 3:16 - loss: 690.1224 - logits_profile_predictions_loss: 634.5392 - logcount_predictions_loss: 1.6111 281/1517 [====>.........................] - ETA: 3:15 - loss: 690.1240 - logits_profile_predictions_loss: 634.5430 - logcount_predictions_loss: 1.6110 282/1517 [====>.........................] - ETA: 3:15 - loss: 690.1262 - logits_profile_predictions_loss: 634.5474 - logcount_predictions_loss: 1.6110 283/1517 [====>.........................] - ETA: 3:15 - loss: 690.1292 - logits_profile_predictions_loss: 634.5526 - logcount_predictions_loss: 1.6109 284/1517 [====>.........................] - ETA: 3:15 - loss: 690.1319 - 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[====>.........................] - ETA: 3:14 - loss: 690.1219 - logits_profile_predictions_loss: 634.5627 - logcount_predictions_loss: 1.6104 292/1517 [====>.........................] - ETA: 3:14 - loss: 690.1215 - logits_profile_predictions_loss: 634.5644 - logcount_predictions_loss: 1.6103 293/1517 [====>.........................] - ETA: 3:13 - loss: 690.1215 - logits_profile_predictions_loss: 634.5665 - logcount_predictions_loss: 1.6103 294/1517 [====>.........................] - ETA: 3:13 - loss: 690.1231 - logits_profile_predictions_loss: 634.5700 - logcount_predictions_loss: 1.6102 295/1517 [====>.........................] - ETA: 3:13 - loss: 690.1245 - logits_profile_predictions_loss: 634.5734 - logcount_predictions_loss: 1.6102 296/1517 [====>.........................] - ETA: 3:13 - loss: 690.1256 - logits_profile_predictions_loss: 634.5765 - logcount_predictions_loss: 1.6101 297/1517 [====>.........................] - ETA: 3:13 - loss: 690.1295 - 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[=====>........................] - ETA: 3:12 - loss: 690.1700 - logits_profile_predictions_loss: 634.6318 - logcount_predictions_loss: 1.6098 305/1517 [=====>........................] - ETA: 3:12 - loss: 690.1775 - logits_profile_predictions_loss: 634.6397 - logcount_predictions_loss: 1.6098 306/1517 [=====>........................] - ETA: 3:11 - loss: 690.1867 - logits_profile_predictions_loss: 634.6496 - logcount_predictions_loss: 1.6098 307/1517 [=====>........................] - ETA: 3:11 - loss: 690.1955 - logits_profile_predictions_loss: 634.6589 - logcount_predictions_loss: 1.6098 308/1517 [=====>........................] - ETA: 3:11 - loss: 690.2041 - logits_profile_predictions_loss: 634.6679 - logcount_predictions_loss: 1.6097 309/1517 [=====>........................] - ETA: 3:11 - loss: 690.2122 - logits_profile_predictions_loss: 634.6765 - logcount_predictions_loss: 1.6097 310/1517 [=====>........................] - ETA: 3:11 - loss: 690.2195 - logits_profile_predictions_loss: 634.6843 - logcount_predictions_loss: 1.6097 311/1517 [=====>........................] - ETA: 3:11 - loss: 690.2267 - logits_profile_predictions_loss: 634.6921 - logcount_predictions_loss: 1.6097 312/1517 [=====>........................] - ETA: 3:10 - loss: 690.2355 - logits_profile_predictions_loss: 634.7013 - logcount_predictions_loss: 1.6097 313/1517 [=====>........................] - ETA: 3:10 - loss: 690.2446 - logits_profile_predictions_loss: 634.7109 - logcount_predictions_loss: 1.6097 314/1517 [=====>........................] - ETA: 3:10 - loss: 690.2547 - logits_profile_predictions_loss: 634.7214 - logcount_predictions_loss: 1.6097 315/1517 [=====>........................] - ETA: 3:10 - loss: 690.2640 - logits_profile_predictions_loss: 634.7313 - logcount_predictions_loss: 1.6096 316/1517 [=====>........................] - ETA: 3:10 - loss: 690.2734 - logits_profile_predictions_loss: 634.7413 - logcount_predictions_loss: 1.6096 317/1517 [=====>........................] - ETA: 3:10 - loss: 690.2824 - logits_profile_predictions_loss: 634.7510 - logcount_predictions_loss: 1.6096 318/1517 [=====>........................] - ETA: 3:10 - loss: 690.2896 - logits_profile_predictions_loss: 634.7589 - logcount_predictions_loss: 1.6096 319/1517 [=====>........................] - ETA: 3:09 - loss: 690.2967 - logits_profile_predictions_loss: 634.7668 - logcount_predictions_loss: 1.6096 320/1517 [=====>........................] - ETA: 3:09 - loss: 690.3045 - logits_profile_predictions_loss: 634.7754 - logcount_predictions_loss: 1.6095 321/1517 [=====>........................] - ETA: 3:09 - loss: 690.3126 - logits_profile_predictions_loss: 634.7842 - logcount_predictions_loss: 1.6095 322/1517 [=====>........................] - ETA: 3:09 - loss: 690.3214 - logits_profile_predictions_loss: 634.7934 - logcount_predictions_loss: 1.6095 323/1517 [=====>........................] - ETA: 3:09 - loss: 690.3308 - logits_profile_predictions_loss: 634.8035 - logcount_predictions_loss: 1.6095 324/1517 [=====>........................] - ETA: 3:09 - loss: 690.3409 - logits_profile_predictions_loss: 634.8142 - logcount_predictions_loss: 1.6095 325/1517 [=====>........................] - ETA: 3:08 - loss: 690.3506 - logits_profile_predictions_loss: 634.8244 - logcount_predictions_loss: 1.6095 326/1517 [=====>........................] - ETA: 3:08 - loss: 690.3604 - logits_profile_predictions_loss: 634.8346 - logcount_predictions_loss: 1.6094 327/1517 [=====>........................] - ETA: 3:08 - loss: 690.3704 - logits_profile_predictions_loss: 634.8450 - logcount_predictions_loss: 1.6094 328/1517 [=====>........................] - ETA: 3:08 - loss: 690.3817 - logits_profile_predictions_loss: 634.8569 - logcount_predictions_loss: 1.6094 329/1517 [=====>........................] - ETA: 3:08 - loss: 690.3916 - logits_profile_predictions_loss: 634.8672 - logcount_predictions_loss: 1.6094 330/1517 [=====>........................] - ETA: 3:08 - loss: 690.4017 - logits_profile_predictions_loss: 634.8777 - logcount_predictions_loss: 1.6094 331/1517 [=====>........................] - ETA: 3:07 - loss: 690.4119 - logits_profile_predictions_loss: 634.8883 - logcount_predictions_loss: 1.6094 332/1517 [=====>........................] - ETA: 3:07 - loss: 690.4230 - logits_profile_predictions_loss: 634.8997 - logcount_predictions_loss: 1.6094 333/1517 [=====>........................] - ETA: 3:07 - loss: 690.4334 - logits_profile_predictions_loss: 634.9104 - logcount_predictions_loss: 1.6094 334/1517 [=====>........................] - ETA: 3:07 - loss: 690.4444 - logits_profile_predictions_loss: 634.9218 - logcount_predictions_loss: 1.6093 335/1517 [=====>........................] - ETA: 3:07 - loss: 690.4555 - logits_profile_predictions_loss: 634.9333 - logcount_predictions_loss: 1.6093 336/1517 [=====>........................] - ETA: 3:07 - loss: 690.4667 - 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[==>...........................] - ETA: 3:30 - loss: 682.4952 - logits_profile_predictions_loss: 632.7441 - logcount_predictions_loss: 1.4421 186/1517 [==>...........................] - ETA: 3:30 - loss: 682.4833 - logits_profile_predictions_loss: 632.7330 - logcount_predictions_loss: 1.4420 187/1517 [==>...........................] - ETA: 3:30 - loss: 682.4687 - logits_profile_predictions_loss: 632.7193 - logcount_predictions_loss: 1.4420 188/1517 [==>...........................] - ETA: 3:30 - loss: 682.4553 - logits_profile_predictions_loss: 632.7067 - logcount_predictions_loss: 1.4420 189/1517 [==>...........................] - ETA: 3:30 - loss: 682.4411 - logits_profile_predictions_loss: 632.6934 - logcount_predictions_loss: 1.4420 190/1517 [==>...........................] - ETA: 3:29 - loss: 682.4286 - logits_profile_predictions_loss: 632.6818 - logcount_predictions_loss: 1.4419 191/1517 [==>...........................] - ETA: 3:29 - loss: 682.4165 - 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[==>...........................] - ETA: 3:28 - loss: 682.3224 - logits_profile_predictions_loss: 632.5827 - logcount_predictions_loss: 1.4417 199/1517 [==>...........................] - ETA: 3:28 - loss: 682.3030 - logits_profile_predictions_loss: 632.5636 - logcount_predictions_loss: 1.4417 200/1517 [==>...........................] - ETA: 3:28 - loss: 682.2830 - logits_profile_predictions_loss: 632.5440 - logcount_predictions_loss: 1.4417 201/1517 [==>...........................] - ETA: 3:28 - loss: 682.2598 - logits_profile_predictions_loss: 632.5213 - logcount_predictions_loss: 1.4417 202/1517 [==>...........................] - ETA: 3:28 - loss: 682.2386 - logits_profile_predictions_loss: 632.5006 - logcount_predictions_loss: 1.4417 203/1517 [===>..........................] - ETA: 3:27 - loss: 682.2216 - logits_profile_predictions_loss: 632.4837 - logcount_predictions_loss: 1.4417 204/1517 [===>..........................] - ETA: 3:27 - loss: 682.2046 - logits_profile_predictions_loss: 632.4671 - logcount_predictions_loss: 1.4417 205/1517 [===>..........................] - ETA: 3:27 - loss: 682.1930 - logits_profile_predictions_loss: 632.4558 - logcount_predictions_loss: 1.4417 206/1517 [===>..........................] - ETA: 3:27 - loss: 682.1814 - logits_profile_predictions_loss: 632.4446 - logcount_predictions_loss: 1.4416 207/1517 [===>..........................] - ETA: 3:27 - loss: 682.1725 - logits_profile_predictions_loss: 632.4361 - logcount_predictions_loss: 1.4416 208/1517 [===>..........................] - ETA: 3:27 - loss: 682.1632 - logits_profile_predictions_loss: 632.4271 - logcount_predictions_loss: 1.4416 209/1517 [===>..........................] - ETA: 3:27 - loss: 682.1542 - logits_profile_predictions_loss: 632.4185 - logcount_predictions_loss: 1.4416 210/1517 [===>..........................] - ETA: 3:26 - loss: 682.1431 - logits_profile_predictions_loss: 632.4078 - logcount_predictions_loss: 1.4416 211/1517 [===>..........................] - ETA: 3:26 - loss: 682.1327 - logits_profile_predictions_loss: 632.3979 - logcount_predictions_loss: 1.4416 212/1517 [===>..........................] - ETA: 3:26 - loss: 682.1228 - logits_profile_predictions_loss: 632.3884 - logcount_predictions_loss: 1.4416 213/1517 [===>..........................] - ETA: 3:26 - loss: 682.1119 - logits_profile_predictions_loss: 632.3780 - logcount_predictions_loss: 1.4416 214/1517 [===>..........................] - ETA: 3:26 - loss: 682.1015 - logits_profile_predictions_loss: 632.3683 - logcount_predictions_loss: 1.4415 215/1517 [===>..........................] - ETA: 3:26 - loss: 682.0915 - logits_profile_predictions_loss: 632.3590 - logcount_predictions_loss: 1.4415 216/1517 [===>..........................] - ETA: 3:25 - loss: 682.0791 - logits_profile_predictions_loss: 632.3476 - logcount_predictions_loss: 1.4415 217/1517 [===>..........................] - ETA: 3:25 - loss: 682.0657 - logits_profile_predictions_loss: 632.3353 - logcount_predictions_loss: 1.4415 218/1517 [===>..........................] - ETA: 3:25 - loss: 682.0522 - logits_profile_predictions_loss: 632.3228 - logcount_predictions_loss: 1.4414 219/1517 [===>..........................] - ETA: 3:25 - loss: 682.0399 - logits_profile_predictions_loss: 632.3113 - logcount_predictions_loss: 1.4414 220/1517 [===>..........................] - ETA: 3:25 - loss: 682.0264 - logits_profile_predictions_loss: 632.2987 - logcount_predictions_loss: 1.4414 221/1517 [===>..........................] - ETA: 3:25 - loss: 682.0092 - logits_profile_predictions_loss: 632.2827 - logcount_predictions_loss: 1.4413 222/1517 [===>..........................] - ETA: 3:24 - loss: 681.9923 - logits_profile_predictions_loss: 632.2669 - logcount_predictions_loss: 1.4413 223/1517 [===>..........................] - ETA: 3:24 - loss: 681.9761 - logits_profile_predictions_loss: 632.2520 - logcount_predictions_loss: 1.4413 224/1517 [===>..........................] - ETA: 3:24 - loss: 681.9598 - logits_profile_predictions_loss: 632.2371 - logcount_predictions_loss: 1.4412 225/1517 [===>..........................] - ETA: 3:24 - loss: 681.9461 - logits_profile_predictions_loss: 632.2248 - logcount_predictions_loss: 1.4412 226/1517 [===>..........................] - ETA: 3:24 - loss: 681.9308 - logits_profile_predictions_loss: 632.2108 - logcount_predictions_loss: 1.4412 227/1517 [===>..........................] - ETA: 3:24 - loss: 681.9156 - logits_profile_predictions_loss: 632.1969 - logcount_predictions_loss: 1.4411 228/1517 [===>..........................] - ETA: 3:24 - loss: 681.8996 - logits_profile_predictions_loss: 632.1822 - logcount_predictions_loss: 1.4411 229/1517 [===>..........................] - ETA: 3:23 - loss: 681.8849 - logits_profile_predictions_loss: 632.1691 - logcount_predictions_loss: 1.4410 230/1517 [===>..........................] - ETA: 3:23 - loss: 681.8687 - logits_profile_predictions_loss: 632.1542 - logcount_predictions_loss: 1.4410 231/1517 [===>..........................] - ETA: 3:23 - loss: 681.8511 - logits_profile_predictions_loss: 632.1379 - logcount_predictions_loss: 1.4410 232/1517 [===>..........................] - ETA: 3:23 - loss: 681.8348 - logits_profile_predictions_loss: 632.1229 - logcount_predictions_loss: 1.4409 233/1517 [===>..........................] - ETA: 3:23 - loss: 681.8170 - logits_profile_predictions_loss: 632.1065 - logcount_predictions_loss: 1.4409 234/1517 [===>..........................] - ETA: 3:23 - loss: 681.7973 - logits_profile_predictions_loss: 632.0879 - logcount_predictions_loss: 1.4408 235/1517 [===>..........................] - ETA: 3:22 - loss: 681.7771 - logits_profile_predictions_loss: 632.0690 - logcount_predictions_loss: 1.4408 236/1517 [===>..........................] - ETA: 3:22 - loss: 681.7594 - logits_profile_predictions_loss: 632.0525 - logcount_predictions_loss: 1.4408 237/1517 [===>..........................] - ETA: 3:22 - loss: 681.7407 - logits_profile_predictions_loss: 632.0351 - logcount_predictions_loss: 1.4407 238/1517 [===>..........................] - ETA: 3:22 - loss: 681.7221 - logits_profile_predictions_loss: 632.0177 - logcount_predictions_loss: 1.4407 239/1517 [===>..........................] - ETA: 3:22 - loss: 681.7035 - logits_profile_predictions_loss: 632.0006 - logcount_predictions_loss: 1.4407 240/1517 [===>..........................] - ETA: 3:22 - loss: 681.6852 - logits_profile_predictions_loss: 631.9838 - logcount_predictions_loss: 1.4406 241/1517 [===>..........................] - ETA: 3:22 - loss: 681.6667 - logits_profile_predictions_loss: 631.9670 - logcount_predictions_loss: 1.4406 242/1517 [===>..........................] - ETA: 3:21 - loss: 681.6489 - logits_profile_predictions_loss: 631.9507 - logcount_predictions_loss: 1.4405 243/1517 [===>..........................] - ETA: 3:21 - loss: 681.6329 - logits_profile_predictions_loss: 631.9365 - logcount_predictions_loss: 1.4405 244/1517 [===>..........................] - ETA: 3:21 - loss: 681.6149 - logits_profile_predictions_loss: 631.9204 - logcount_predictions_loss: 1.4404 245/1517 [===>..........................] - ETA: 3:21 - loss: 681.5932 - logits_profile_predictions_loss: 631.9010 - logcount_predictions_loss: 1.4403 246/1517 [===>..........................] - ETA: 3:21 - loss: 681.5690 - logits_profile_predictions_loss: 631.8792 - logcount_predictions_loss: 1.4403 247/1517 [===>..........................] - ETA: 3:21 - loss: 681.5452 - logits_profile_predictions_loss: 631.8579 - logcount_predictions_loss: 1.4402 248/1517 [===>..........................] - ETA: 3:20 - loss: 681.5225 - logits_profile_predictions_loss: 631.8377 - logcount_predictions_loss: 1.4401 249/1517 [===>..........................] - ETA: 3:20 - loss: 681.5002 - logits_profile_predictions_loss: 631.8180 - logcount_predictions_loss: 1.4401 250/1517 [===>..........................] - ETA: 3:20 - loss: 681.4774 - logits_profile_predictions_loss: 631.7976 - logcount_predictions_loss: 1.4400 251/1517 [===>..........................] - ETA: 3:20 - loss: 681.4542 - logits_profile_predictions_loss: 631.7768 - logcount_predictions_loss: 1.4399 252/1517 [===>..........................] - ETA: 3:20 - loss: 681.4320 - logits_profile_predictions_loss: 631.7570 - logcount_predictions_loss: 1.4399 253/1517 [====>.........................] - ETA: 3:20 - loss: 681.4107 - logits_profile_predictions_loss: 631.7380 - logcount_predictions_loss: 1.4398 254/1517 [====>.........................] - ETA: 3:19 - loss: 681.3877 - logits_profile_predictions_loss: 631.7173 - logcount_predictions_loss: 1.4397 255/1517 [====>.........................] - ETA: 3:19 - loss: 681.3632 - logits_profile_predictions_loss: 631.6950 - logcount_predictions_loss: 1.4397 256/1517 [====>.........................] - ETA: 3:19 - loss: 681.3389 - logits_profile_predictions_loss: 631.6729 - logcount_predictions_loss: 1.4396 257/1517 [====>.........................] - ETA: 3:19 - loss: 681.3170 - logits_profile_predictions_loss: 631.6532 - logcount_predictions_loss: 1.4395 258/1517 [====>.........................] - ETA: 3:19 - loss: 681.2960 - logits_profile_predictions_loss: 631.6343 - logcount_predictions_loss: 1.4395 259/1517 [====>.........................] - ETA: 3:19 - loss: 681.2740 - logits_profile_predictions_loss: 631.6145 - logcount_predictions_loss: 1.4394 260/1517 [====>.........................] - ETA: 3:19 - loss: 681.2519 - logits_profile_predictions_loss: 631.5946 - logcount_predictions_loss: 1.4393 261/1517 [====>.........................] - ETA: 3:18 - loss: 681.2307 - logits_profile_predictions_loss: 631.5756 - logcount_predictions_loss: 1.4393 262/1517 [====>.........................] - ETA: 3:18 - loss: 681.2087 - logits_profile_predictions_loss: 631.5560 - logcount_predictions_loss: 1.4392 263/1517 [====>.........................] - ETA: 3:18 - loss: 681.1870 - logits_profile_predictions_loss: 631.5362 - logcount_predictions_loss: 1.4391 264/1517 [====>.........................] - ETA: 3:18 - loss: 681.1650 - logits_profile_predictions_loss: 631.5163 - logcount_predictions_loss: 1.4391 265/1517 [====>.........................] - ETA: 3:18 - loss: 681.1443 - logits_profile_predictions_loss: 631.4975 - logcount_predictions_loss: 1.4390 266/1517 [====>.........................] - ETA: 3:18 - loss: 681.1251 - logits_profile_predictions_loss: 631.4801 - logcount_predictions_loss: 1.4390 267/1517 [====>.........................] - ETA: 3:17 - loss: 681.1065 - logits_profile_predictions_loss: 631.4633 - logcount_predictions_loss: 1.4389 268/1517 [====>.........................] - ETA: 3:17 - loss: 681.0878 - logits_profile_predictions_loss: 631.4463 - logcount_predictions_loss: 1.4389 269/1517 [====>.........................] - ETA: 3:17 - loss: 681.0698 - logits_profile_predictions_loss: 631.4301 - logcount_predictions_loss: 1.4388 270/1517 [====>.........................] - ETA: 3:17 - loss: 681.0518 - logits_profile_predictions_loss: 631.4137 - logcount_predictions_loss: 1.4388 271/1517 [====>.........................] - ETA: 3:17 - loss: 681.0327 - logits_profile_predictions_loss: 631.3965 - logcount_predictions_loss: 1.4387 272/1517 [====>.........................] - ETA: 3:17 - loss: 681.0122 - logits_profile_predictions_loss: 631.3778 - logcount_predictions_loss: 1.4387 273/1517 [====>.........................] - ETA: 3:16 - loss: 680.9913 - logits_profile_predictions_loss: 631.3588 - logcount_predictions_loss: 1.4386 274/1517 [====>.........................] - ETA: 3:16 - loss: 680.9721 - logits_profile_predictions_loss: 631.3415 - logcount_predictions_loss: 1.4386 275/1517 [====>.........................] - ETA: 3:16 - loss: 680.9530 - logits_profile_predictions_loss: 631.3242 - logcount_predictions_loss: 1.4385 276/1517 [====>.........................] - ETA: 3:16 - loss: 680.9337 - logits_profile_predictions_loss: 631.3071 - logcount_predictions_loss: 1.4384 277/1517 [====>.........................] - ETA: 3:16 - loss: 680.9140 - logits_profile_predictions_loss: 631.2896 - logcount_predictions_loss: 1.4384 278/1517 [====>.........................] - ETA: 3:16 - loss: 680.8938 - logits_profile_predictions_loss: 631.2716 - logcount_predictions_loss: 1.4383 279/1517 [====>.........................] - ETA: 3:16 - loss: 680.8759 - logits_profile_predictions_loss: 631.2561 - logcount_predictions_loss: 1.4383 280/1517 [====>.........................] - ETA: 3:15 - loss: 680.8592 - logits_profile_predictions_loss: 631.2415 - logcount_predictions_loss: 1.4382 281/1517 [====>.........................] - ETA: 3:15 - loss: 680.8426 - logits_profile_predictions_loss: 631.2264 - logcount_predictions_loss: 1.4381 282/1517 [====>.........................] - ETA: 3:15 - loss: 680.8265 - logits_profile_predictions_loss: 631.2116 - logcount_predictions_loss: 1.4381 283/1517 [====>.........................] - ETA: 3:15 - loss: 680.8101 - logits_profile_predictions_loss: 631.1966 - logcount_predictions_loss: 1.4381 284/1517 [====>.........................] - ETA: 3:15 - loss: 680.7948 - logits_profile_predictions_loss: 631.1825 - logcount_predictions_loss: 1.4380 285/1517 [====>.........................] - ETA: 3:15 - loss: 680.7801 - logits_profile_predictions_loss: 631.1686 - logcount_predictions_loss: 1.4380 286/1517 [====>.........................] - ETA: 3:14 - loss: 680.7675 - logits_profile_predictions_loss: 631.1568 - logcount_predictions_loss: 1.4380 287/1517 [====>.........................] - ETA: 3:14 - loss: 680.7541 - logits_profile_predictions_loss: 631.1442 - logcount_predictions_loss: 1.4380 288/1517 [====>.........................] - ETA: 3:14 - loss: 680.7409 - logits_profile_predictions_loss: 631.1319 - logcount_predictions_loss: 1.4379 289/1517 [====>.........................] - ETA: 3:14 - loss: 680.7280 - logits_profile_predictions_loss: 631.1197 - logcount_predictions_loss: 1.4379 290/1517 [====>.........................] - ETA: 3:14 - loss: 680.7146 - logits_profile_predictions_loss: 631.1070 - logcount_predictions_loss: 1.4379 291/1517 [====>.........................] - ETA: 3:14 - loss: 680.7017 - logits_profile_predictions_loss: 631.0949 - logcount_predictions_loss: 1.4379 292/1517 [====>.........................] - ETA: 3:13 - loss: 680.6912 - logits_profile_predictions_loss: 631.0850 - logcount_predictions_loss: 1.4379 293/1517 [====>.........................] - ETA: 3:13 - loss: 680.6798 - logits_profile_predictions_loss: 631.0745 - logcount_predictions_loss: 1.4378 294/1517 [====>.........................] - ETA: 3:13 - loss: 680.6673 - logits_profile_predictions_loss: 631.0629 - logcount_predictions_loss: 1.4378 295/1517 [====>.........................] - ETA: 3:13 - loss: 680.6549 - logits_profile_predictions_loss: 631.0514 - logcount_predictions_loss: 1.4378 296/1517 [====>.........................] - ETA: 3:13 - loss: 680.6439 - logits_profile_predictions_loss: 631.0412 - logcount_predictions_loss: 1.4378 297/1517 [====>.........................] - ETA: 3:13 - loss: 680.6333 - logits_profile_predictions_loss: 631.0314 - logcount_predictions_loss: 1.4377 298/1517 [====>.........................] - ETA: 3:13 - loss: 680.6218 - logits_profile_predictions_loss: 631.0209 - logcount_predictions_loss: 1.4377 299/1517 [====>.........................] - ETA: 3:12 - loss: 680.6101 - logits_profile_predictions_loss: 631.0100 - logcount_predictions_loss: 1.4377 300/1517 [====>.........................] - ETA: 3:12 - loss: 680.5985 - logits_profile_predictions_loss: 630.9993 - logcount_predictions_loss: 1.4377 301/1517 [====>.........................] - ETA: 3:12 - loss: 680.5862 - logits_profile_predictions_loss: 630.9875 - logcount_predictions_loss: 1.4376 302/1517 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[..............................] - ETA: 4:07 - loss: 657.2210 - logits_profile_predictions_loss: 616.8011 - logcount_predictions_loss: 1.1716 5/1517 [..............................] - ETA: 4:04 - loss: 655.6637 - logits_profile_predictions_loss: 614.9135 - logcount_predictions_loss: 1.1812 6/1517 [..............................] - ETA: 4:03 - loss: 653.5724 - logits_profile_predictions_loss: 612.7249 - logcount_predictions_loss: 1.1840 7/1517 [..............................] - ETA: 4:02 - loss: 651.3374 - logits_profile_predictions_loss: 610.3315 - logcount_predictions_loss: 1.1886 8/1517 [..............................] - ETA: 4:01 - loss: 651.2813 - logits_profile_predictions_loss: 610.1487 - logcount_predictions_loss: 1.1923 9/1517 [..............................] - ETA: 4:01 - loss: 650.7500 - logits_profile_predictions_loss: 609.3689 - logcount_predictions_loss: 1.1995 10/1517 [..............................] - ETA: 4:00 - loss: 650.5240 - logits_profile_predictions_loss: 608.9473 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[==>...........................] - ETA: 3:28 - loss: 635.8183 - logits_profile_predictions_loss: 591.7780 - logcount_predictions_loss: 1.2765 202/1517 [==>...........................] - ETA: 3:28 - loss: 635.8044 - logits_profile_predictions_loss: 591.7660 - logcount_predictions_loss: 1.2765 203/1517 [===>..........................] - ETA: 3:28 - loss: 635.7904 - logits_profile_predictions_loss: 591.7541 - logcount_predictions_loss: 1.2764 204/1517 [===>..........................] - ETA: 3:28 - loss: 635.7771 - logits_profile_predictions_loss: 591.7431 - logcount_predictions_loss: 1.2763 205/1517 [===>..........................] - ETA: 3:27 - loss: 635.7646 - logits_profile_predictions_loss: 591.7325 - logcount_predictions_loss: 1.2763 206/1517 [===>..........................] - ETA: 3:27 - loss: 635.7519 - logits_profile_predictions_loss: 591.7217 - logcount_predictions_loss: 1.2762 207/1517 [===>..........................] - ETA: 3:27 - loss: 635.7392 - 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[====>.........................] - ETA: 3:20 - loss: 634.9323 - logits_profile_predictions_loss: 590.9207 - logcount_predictions_loss: 1.2757 254/1517 [====>.........................] - ETA: 3:20 - loss: 634.9156 - logits_profile_predictions_loss: 590.9034 - logcount_predictions_loss: 1.2757 255/1517 [====>.........................] - ETA: 3:20 - loss: 634.8994 - logits_profile_predictions_loss: 590.8865 - logcount_predictions_loss: 1.2757 256/1517 [====>.........................] - ETA: 3:19 - loss: 634.8847 - logits_profile_predictions_loss: 590.8707 - logcount_predictions_loss: 1.2758 257/1517 [====>.........................] - ETA: 3:19 - loss: 634.8713 - logits_profile_predictions_loss: 590.8561 - logcount_predictions_loss: 1.2758 258/1517 [====>.........................] - ETA: 3:19 - loss: 634.8597 - logits_profile_predictions_loss: 590.8433 - logcount_predictions_loss: 1.2758 259/1517 [====>.........................] - ETA: 3:19 - loss: 634.8475 - 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[==>...........................] - ETA: 3:31 - loss: 590.2219 - logits_profile_predictions_loss: 551.6015 - logcount_predictions_loss: 1.1194 185/1517 [==>...........................] - ETA: 3:31 - loss: 590.2316 - logits_profile_predictions_loss: 551.6102 - logcount_predictions_loss: 1.1195 186/1517 [==>...........................] - ETA: 3:30 - loss: 590.2389 - logits_profile_predictions_loss: 551.6167 - logcount_predictions_loss: 1.1195 187/1517 [==>...........................] - ETA: 3:30 - loss: 590.2459 - logits_profile_predictions_loss: 551.6226 - logcount_predictions_loss: 1.1195 188/1517 [==>...........................] - ETA: 3:30 - loss: 590.2538 - logits_profile_predictions_loss: 551.6296 - logcount_predictions_loss: 1.1195 189/1517 [==>...........................] - ETA: 3:30 - loss: 590.2608 - logits_profile_predictions_loss: 551.6349 - logcount_predictions_loss: 1.1196 190/1517 [==>...........................] - ETA: 3:30 - loss: 590.2689 - 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[====>.........................] - ETA: 3:18 - loss: 591.0095 - logits_profile_predictions_loss: 552.3510 - logcount_predictions_loss: 1.1205 263/1517 [====>.........................] - ETA: 3:18 - loss: 591.0226 - logits_profile_predictions_loss: 552.3642 - logcount_predictions_loss: 1.1205 264/1517 [====>.........................] - ETA: 3:18 - loss: 591.0356 - logits_profile_predictions_loss: 552.3772 - logcount_predictions_loss: 1.1205 265/1517 [====>.........................] - ETA: 3:18 - loss: 591.0480 - logits_profile_predictions_loss: 552.3895 - logcount_predictions_loss: 1.1205 266/1517 [====>.........................] - ETA: 3:18 - loss: 591.0598 - logits_profile_predictions_loss: 552.4013 - logcount_predictions_loss: 1.1205 267/1517 [====>.........................] - ETA: 3:18 - loss: 591.0704 - logits_profile_predictions_loss: 552.4119 - logcount_predictions_loss: 1.1205 268/1517 [====>.........................] - ETA: 3:17 - loss: 591.0819 - 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logits_profile_predictions_loss: 559.0493 - logcount_predictions_loss: 1.1290 - val_loss: 700.1622 - val_logits_profile_predictions_loss: 656.5864 - val_logcount_predictions_loss: 1.2631 + +Epoch 00008: val_loss did not improve from 696.67596 +Epoch 9/50 + 1/1517 [..............................] - ETA: 5:19 - loss: 658.4201 - logits_profile_predictions_loss: 607.5117 - logcount_predictions_loss: 1.4756 2/1517 [..............................] - ETA: 4:07 - loss: 647.2035 - logits_profile_predictions_loss: 601.2085 - logcount_predictions_loss: 1.3332 3/1517 [..............................] - ETA: 4:02 - loss: 643.0938 - logits_profile_predictions_loss: 599.2039 - logcount_predictions_loss: 1.2722 4/1517 [..............................] - ETA: 4:01 - loss: 643.6133 - logits_profile_predictions_loss: 599.9374 - logcount_predictions_loss: 1.2660 5/1517 [..............................] - ETA: 4:00 - loss: 642.5009 - logits_profile_predictions_loss: 598.7974 - logcount_predictions_loss: 1.2668 6/1517 [..............................] - ETA: 3:59 - loss: 635.9385 - logits_profile_predictions_loss: 592.6863 - logcount_predictions_loss: 1.2537 7/1517 [..............................] - ETA: 3:59 - loss: 631.0635 - logits_profile_predictions_loss: 588.1073 - logcount_predictions_loss: 1.2451 8/1517 [..............................] - ETA: 3:58 - loss: 626.9537 - logits_profile_predictions_loss: 584.2970 - logcount_predictions_loss: 1.2364 9/1517 [..............................] - ETA: 3:58 - loss: 624.8941 - logits_profile_predictions_loss: 582.4780 - logcount_predictions_loss: 1.2295 10/1517 [..............................] - ETA: 3:58 - loss: 622.8418 - logits_profile_predictions_loss: 580.6373 - logcount_predictions_loss: 1.2233 11/1517 [..............................] - ETA: 3:58 - loss: 620.2582 - logits_profile_predictions_loss: 578.2357 - logcount_predictions_loss: 1.2180 12/1517 [..............................] - ETA: 3:58 - loss: 617.9509 - logits_profile_predictions_loss: 576.1253 - logcount_predictions_loss: 1.2123 13/1517 [..............................] - ETA: 3:57 - loss: 616.0221 - logits_profile_predictions_loss: 574.3358 - logcount_predictions_loss: 1.2083 14/1517 [..............................] - ETA: 3:57 - loss: 614.0271 - logits_profile_predictions_loss: 572.5311 - logcount_predictions_loss: 1.2028 15/1517 [..............................] - ETA: 3:57 - loss: 612.1253 - logits_profile_predictions_loss: 570.8533 - logcount_predictions_loss: 1.1963 16/1517 [..............................] - ETA: 3:57 - loss: 610.9724 - logits_profile_predictions_loss: 569.9009 - logcount_predictions_loss: 1.1905 17/1517 [..............................] - ETA: 3:57 - loss: 610.1235 - logits_profile_predictions_loss: 569.2154 - logcount_predictions_loss: 1.1857 18/1517 [..............................] - ETA: 3:57 - loss: 609.1328 - logits_profile_predictions_loss: 568.3494 - logcount_predictions_loss: 1.1821 19/1517 [..............................] - ETA: 3:57 - loss: 608.6235 - logits_profile_predictions_loss: 567.9285 - logcount_predictions_loss: 1.1796 20/1517 [..............................] - ETA: 3:56 - loss: 608.1407 - logits_profile_predictions_loss: 567.5408 - logcount_predictions_loss: 1.1768 21/1517 [..............................] - ETA: 3:56 - loss: 607.7122 - logits_profile_predictions_loss: 567.2158 - logcount_predictions_loss: 1.1738 22/1517 [..............................] - ETA: 3:56 - loss: 607.2084 - logits_profile_predictions_loss: 566.8041 - logcount_predictions_loss: 1.1711 23/1517 [..............................] - ETA: 3:56 - loss: 606.6966 - logits_profile_predictions_loss: 566.4041 - logcount_predictions_loss: 1.1679 24/1517 [..............................] - ETA: 3:56 - loss: 606.1256 - logits_profile_predictions_loss: 565.9355 - logcount_predictions_loss: 1.1649 25/1517 [..............................] - ETA: 3:56 - loss: 605.6548 - logits_profile_predictions_loss: 565.5721 - logcount_predictions_loss: 1.1618 26/1517 [..............................] - ETA: 3:55 - loss: 605.2512 - logits_profile_predictions_loss: 565.2745 - logcount_predictions_loss: 1.1587 27/1517 [..............................] - ETA: 3:55 - loss: 604.8830 - logits_profile_predictions_loss: 564.9908 - logcount_predictions_loss: 1.1563 28/1517 [..............................] - ETA: 3:55 - loss: 604.5491 - logits_profile_predictions_loss: 564.7293 - logcount_predictions_loss: 1.1542 29/1517 [..............................] - ETA: 3:55 - loss: 604.2270 - logits_profile_predictions_loss: 564.4825 - logcount_predictions_loss: 1.1520 30/1517 [..............................] - ETA: 3:55 - loss: 603.8677 - logits_profile_predictions_loss: 564.1829 - logcount_predictions_loss: 1.1503 31/1517 [..............................] - ETA: 3:55 - loss: 603.4112 - logits_profile_predictions_loss: 563.7679 - logcount_predictions_loss: 1.1491 32/1517 [..............................] - ETA: 3:55 - loss: 602.9163 - logits_profile_predictions_loss: 563.3178 - logcount_predictions_loss: 1.1478 33/1517 [..............................] - ETA: 3:54 - loss: 602.4324 - logits_profile_predictions_loss: 562.8847 - logcount_predictions_loss: 1.1463 34/1517 [..............................] - ETA: 3:54 - loss: 601.9426 - logits_profile_predictions_loss: 562.4460 - logcount_predictions_loss: 1.1448 35/1517 [..............................] - ETA: 3:54 - loss: 601.4784 - logits_profile_predictions_loss: 562.0291 - logcount_predictions_loss: 1.1435 36/1517 [..............................] - ETA: 3:54 - loss: 601.0038 - logits_profile_predictions_loss: 561.5966 - logcount_predictions_loss: 1.1422 37/1517 [..............................] - ETA: 3:54 - loss: 600.5242 - logits_profile_predictions_loss: 561.1663 - logcount_predictions_loss: 1.1408 38/1517 [..............................] - ETA: 3:54 - loss: 600.0459 - logits_profile_predictions_loss: 560.7300 - logcount_predictions_loss: 1.1396 39/1517 [..............................] - ETA: 3:53 - loss: 599.5921 - logits_profile_predictions_loss: 560.3149 - logcount_predictions_loss: 1.1385 40/1517 [..............................] - ETA: 3:53 - loss: 599.2513 - logits_profile_predictions_loss: 560.0151 - logcount_predictions_loss: 1.1373 41/1517 [..............................] - ETA: 3:53 - loss: 598.9513 - logits_profile_predictions_loss: 559.7589 - logcount_predictions_loss: 1.1360 42/1517 [..............................] - ETA: 3:53 - loss: 598.7410 - logits_profile_predictions_loss: 559.5851 - logcount_predictions_loss: 1.1350 43/1517 [..............................] - ETA: 3:53 - loss: 598.4973 - logits_profile_predictions_loss: 559.3807 - logcount_predictions_loss: 1.1338 44/1517 [..............................] - ETA: 3:53 - loss: 598.2906 - logits_profile_predictions_loss: 559.2143 - logcount_predictions_loss: 1.1326 45/1517 [..............................] - ETA: 3:53 - loss: 598.0932 - logits_profile_predictions_loss: 559.0574 - logcount_predictions_loss: 1.1315 46/1517 [..............................] - ETA: 3:52 - loss: 597.8861 - logits_profile_predictions_loss: 558.8898 - logcount_predictions_loss: 1.1303 47/1517 [..............................] - ETA: 3:52 - loss: 597.6545 - logits_profile_predictions_loss: 558.6991 - logcount_predictions_loss: 1.1291 48/1517 [..............................] - ETA: 3:52 - loss: 597.4100 - logits_profile_predictions_loss: 558.4941 - logcount_predictions_loss: 1.1280 49/1517 [..............................] - ETA: 3:52 - loss: 597.1698 - logits_profile_predictions_loss: 558.2941 - logcount_predictions_loss: 1.1268 50/1517 [..............................] - ETA: 3:52 - loss: 596.9261 - logits_profile_predictions_loss: 558.0892 - logcount_predictions_loss: 1.1257 51/1517 [>.............................] - ETA: 3:52 - loss: 596.6850 - logits_profile_predictions_loss: 557.8894 - logcount_predictions_loss: 1.1245 52/1517 [>.............................] - ETA: 3:52 - loss: 596.4624 - logits_profile_predictions_loss: 557.7099 - logcount_predictions_loss: 1.1233 53/1517 [>.............................] - ETA: 3:51 - loss: 596.2961 - logits_profile_predictions_loss: 557.5830 - logcount_predictions_loss: 1.1221 54/1517 [>.............................] - ETA: 3:51 - loss: 596.1444 - logits_profile_predictions_loss: 557.4720 - logcount_predictions_loss: 1.1209 55/1517 [>.............................] - ETA: 3:51 - loss: 595.9709 - logits_profile_predictions_loss: 557.3377 - logcount_predictions_loss: 1.1198 56/1517 [>.............................] - ETA: 3:51 - loss: 595.8285 - logits_profile_predictions_loss: 557.2355 - logcount_predictions_loss: 1.1186 57/1517 [>.............................] - ETA: 3:51 - loss: 595.7033 - logits_profile_predictions_loss: 557.1523 - logcount_predictions_loss: 1.1174 58/1517 [>.............................] - ETA: 3:51 - loss: 595.5831 - logits_profile_predictions_loss: 557.0735 - logcount_predictions_loss: 1.1162 59/1517 [>.............................] - ETA: 3:50 - loss: 595.4767 - logits_profile_predictions_loss: 557.0088 - logcount_predictions_loss: 1.1150 60/1517 [>.............................] - ETA: 3:50 - loss: 595.3562 - logits_profile_predictions_loss: 556.9306 - logcount_predictions_loss: 1.1138 61/1517 [>.............................] - ETA: 3:50 - loss: 595.2567 - logits_profile_predictions_loss: 556.8696 - logcount_predictions_loss: 1.1127 62/1517 [>.............................] - ETA: 3:50 - loss: 595.1701 - logits_profile_predictions_loss: 556.8193 - logcount_predictions_loss: 1.1116 63/1517 [>.............................] - ETA: 3:50 - loss: 595.0969 - logits_profile_predictions_loss: 556.7814 - logcount_predictions_loss: 1.1106 64/1517 [>.............................] - ETA: 3:50 - loss: 595.0253 - logits_profile_predictions_loss: 556.7432 - logcount_predictions_loss: 1.1096 65/1517 [>.............................] - ETA: 3:49 - 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[>.............................] - ETA: 3:46 - loss: 592.8993 - logits_profile_predictions_loss: 555.1362 - logcount_predictions_loss: 1.0946 86/1517 [>.............................] - ETA: 3:46 - loss: 592.7872 - logits_profile_predictions_loss: 555.0381 - logcount_predictions_loss: 1.0942 87/1517 [>.............................] - ETA: 3:46 - loss: 592.6679 - logits_profile_predictions_loss: 554.9319 - logcount_predictions_loss: 1.0938 88/1517 [>.............................] - ETA: 3:46 - loss: 592.5426 - logits_profile_predictions_loss: 554.8196 - logcount_predictions_loss: 1.0934 89/1517 [>.............................] - ETA: 3:46 - loss: 592.4181 - logits_profile_predictions_loss: 554.7077 - logcount_predictions_loss: 1.0931 90/1517 [>.............................] - ETA: 3:46 - loss: 592.3067 - logits_profile_predictions_loss: 554.6085 - logcount_predictions_loss: 1.0927 91/1517 [>.............................] - ETA: 3:45 - loss: 592.1882 - logits_profile_predictions_loss: 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[=>............................] - ETA: 3:39 - loss: 589.8086 - logits_profile_predictions_loss: 552.4025 - logcount_predictions_loss: 1.0842 120/1517 [=>............................] - ETA: 3:39 - loss: 589.7632 - logits_profile_predictions_loss: 552.3659 - logcount_predictions_loss: 1.0840 121/1517 [=>............................] - ETA: 3:39 - loss: 589.7208 - logits_profile_predictions_loss: 552.3323 - logcount_predictions_loss: 1.0837 122/1517 [=>............................] - ETA: 3:39 - loss: 589.6756 - logits_profile_predictions_loss: 552.2955 - logcount_predictions_loss: 1.0835 123/1517 [=>............................] - ETA: 3:39 - loss: 589.6354 - logits_profile_predictions_loss: 552.2619 - logcount_predictions_loss: 1.0833 124/1517 [=>............................] - ETA: 3:39 - loss: 589.6018 - logits_profile_predictions_loss: 552.2341 - logcount_predictions_loss: 1.0831 125/1517 [=>............................] - ETA: 3:39 - loss: 589.5690 - logits_profile_predictions_loss: 552.2062 - logcount_predictions_loss: 1.0830 126/1517 [=>............................] - ETA: 3:38 - loss: 589.5433 - logits_profile_predictions_loss: 552.1849 - logcount_predictions_loss: 1.0828 127/1517 [=>............................] - ETA: 3:38 - loss: 589.5168 - logits_profile_predictions_loss: 552.1629 - logcount_predictions_loss: 1.0827 128/1517 [=>............................] - ETA: 3:38 - loss: 589.4905 - logits_profile_predictions_loss: 552.1404 - logcount_predictions_loss: 1.0826 129/1517 [=>............................] - ETA: 3:38 - loss: 589.4639 - logits_profile_predictions_loss: 552.1178 - logcount_predictions_loss: 1.0825 130/1517 [=>............................] - ETA: 3:38 - loss: 589.4398 - logits_profile_predictions_loss: 552.0980 - logcount_predictions_loss: 1.0824 131/1517 [=>............................] - ETA: 3:38 - loss: 589.4154 - logits_profile_predictions_loss: 552.0778 - logcount_predictions_loss: 1.0822 132/1517 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logits_profile_predictions_loss: 573.2745 - logcount_predictions_loss: 0.9050 12/1517 [..............................] - ETA: 3:57 - loss: 603.2746 - logits_profile_predictions_loss: 571.9414 - logcount_predictions_loss: 0.9082 13/1517 [..............................] - ETA: 3:57 - loss: 602.1694 - logits_profile_predictions_loss: 570.7748 - logcount_predictions_loss: 0.9100 14/1517 [..............................] - ETA: 3:57 - loss: 601.1470 - logits_profile_predictions_loss: 569.7149 - logcount_predictions_loss: 0.9111 15/1517 [..............................] - ETA: 3:57 - loss: 600.1567 - logits_profile_predictions_loss: 568.6935 - logcount_predictions_loss: 0.9120 16/1517 [..............................] - ETA: 3:56 - loss: 599.0057 - logits_profile_predictions_loss: 567.5129 - logcount_predictions_loss: 0.9128 17/1517 [..............................] - ETA: 3:56 - loss: 598.0056 - logits_profile_predictions_loss: 566.4546 - logcount_predictions_loss: 0.9145 18/1517 [..............................] - ETA: 3:56 - loss: 597.1188 - logits_profile_predictions_loss: 565.4883 - logcount_predictions_loss: 0.9168 19/1517 [..............................] - ETA: 3:56 - loss: 596.3689 - logits_profile_predictions_loss: 564.6979 - logcount_predictions_loss: 0.9180 20/1517 [..............................] - ETA: 3:56 - loss: 595.5520 - logits_profile_predictions_loss: 563.8504 - logcount_predictions_loss: 0.9189 21/1517 [..............................] - ETA: 3:56 - loss: 594.8184 - logits_profile_predictions_loss: 563.0919 - logcount_predictions_loss: 0.9196 22/1517 [..............................] - ETA: 3:56 - loss: 594.0103 - logits_profile_predictions_loss: 562.2452 - logcount_predictions_loss: 0.9207 23/1517 [..............................] - ETA: 3:55 - loss: 593.1471 - logits_profile_predictions_loss: 561.3520 - logcount_predictions_loss: 0.9216 24/1517 [..............................] - ETA: 3:55 - loss: 592.2509 - logits_profile_predictions_loss: 560.4389 - logcount_predictions_loss: 0.9221 25/1517 [..............................] - ETA: 3:55 - loss: 591.4917 - logits_profile_predictions_loss: 559.6560 - logcount_predictions_loss: 0.9228 26/1517 [..............................] - ETA: 3:55 - loss: 590.8129 - logits_profile_predictions_loss: 558.9482 - logcount_predictions_loss: 0.9236 27/1517 [..............................] - ETA: 3:55 - loss: 590.2887 - logits_profile_predictions_loss: 558.4000 - logcount_predictions_loss: 0.9243 28/1517 [..............................] - ETA: 3:55 - loss: 589.7402 - logits_profile_predictions_loss: 557.8316 - logcount_predictions_loss: 0.9249 29/1517 [..............................] - ETA: 3:55 - loss: 589.2426 - logits_profile_predictions_loss: 557.2977 - logcount_predictions_loss: 0.9259 30/1517 [..............................] - ETA: 3:54 - loss: 588.7460 - logits_profile_predictions_loss: 556.7677 - logcount_predictions_loss: 0.9269 31/1517 [..............................] - ETA: 3:54 - loss: 588.3850 - logits_profile_predictions_loss: 556.3673 - logcount_predictions_loss: 0.9281 32/1517 [..............................] - ETA: 3:54 - loss: 587.9883 - logits_profile_predictions_loss: 555.9274 - logcount_predictions_loss: 0.9293 33/1517 [..............................] - ETA: 3:54 - loss: 587.5972 - logits_profile_predictions_loss: 555.4834 - logcount_predictions_loss: 0.9308 34/1517 [..............................] - ETA: 3:54 - loss: 587.2621 - logits_profile_predictions_loss: 555.1047 - logcount_predictions_loss: 0.9321 35/1517 [..............................] - ETA: 3:54 - loss: 586.8923 - logits_profile_predictions_loss: 554.6928 - logcount_predictions_loss: 0.9333 36/1517 [..............................] - ETA: 3:54 - loss: 586.6286 - logits_profile_predictions_loss: 554.3749 - logcount_predictions_loss: 0.9349 37/1517 [..............................] - ETA: 3:53 - loss: 586.3336 - logits_profile_predictions_loss: 554.0284 - logcount_predictions_loss: 0.9364 38/1517 [..............................] - ETA: 3:53 - loss: 586.0905 - logits_profile_predictions_loss: 553.7369 - logcount_predictions_loss: 0.9378 39/1517 [..............................] - ETA: 3:53 - loss: 585.8916 - logits_profile_predictions_loss: 553.4933 - logcount_predictions_loss: 0.9391 40/1517 [..............................] - ETA: 3:53 - loss: 585.7143 - logits_profile_predictions_loss: 553.2760 - logcount_predictions_loss: 0.9402 41/1517 [..............................] - ETA: 3:53 - loss: 585.5405 - logits_profile_predictions_loss: 553.0587 - logcount_predictions_loss: 0.9415 42/1517 [..............................] - ETA: 3:53 - loss: 585.3968 - logits_profile_predictions_loss: 552.8776 - logcount_predictions_loss: 0.9426 43/1517 [..............................] - ETA: 3:53 - loss: 585.2745 - logits_profile_predictions_loss: 552.7214 - logcount_predictions_loss: 0.9436 44/1517 [..............................] - ETA: 3:52 - loss: 585.1642 - logits_profile_predictions_loss: 552.5729 - logcount_predictions_loss: 0.9447 45/1517 [..............................] - ETA: 3:52 - loss: 585.0720 - logits_profile_predictions_loss: 552.4328 - logcount_predictions_loss: 0.9461 46/1517 [..............................] - ETA: 3:52 - loss: 584.9964 - logits_profile_predictions_loss: 552.3088 - logcount_predictions_loss: 0.9475 47/1517 [..............................] - ETA: 3:52 - loss: 584.9404 - logits_profile_predictions_loss: 552.2096 - logcount_predictions_loss: 0.9487 48/1517 [..............................] - ETA: 3:52 - loss: 584.8745 - logits_profile_predictions_loss: 552.1013 - logcount_predictions_loss: 0.9499 49/1517 [..............................] - ETA: 3:52 - loss: 584.8638 - logits_profile_predictions_loss: 552.0475 - logcount_predictions_loss: 0.9512 50/1517 [..............................] - ETA: 3:51 - loss: 584.8170 - logits_profile_predictions_loss: 551.9561 - logcount_predictions_loss: 0.9525 51/1517 [>.............................] - ETA: 3:51 - loss: 584.7479 - logits_profile_predictions_loss: 551.8390 - logcount_predictions_loss: 0.9539 52/1517 [>.............................] - ETA: 3:51 - loss: 584.6980 - logits_profile_predictions_loss: 551.7441 - logcount_predictions_loss: 0.9552 53/1517 [>.............................] - ETA: 3:51 - loss: 584.6688 - logits_profile_predictions_loss: 551.6740 - logcount_predictions_loss: 0.9564 54/1517 [>.............................] - ETA: 3:51 - loss: 584.6245 - logits_profile_predictions_loss: 551.5885 - logcount_predictions_loss: 0.9576 55/1517 [>.............................] - ETA: 3:51 - loss: 584.5995 - logits_profile_predictions_loss: 551.5274 - logcount_predictions_loss: 0.9586 56/1517 [>.............................] - ETA: 3:51 - loss: 584.5710 - logits_profile_predictions_loss: 551.4662 - logcount_predictions_loss: 0.9596 57/1517 [>.............................] - ETA: 3:50 - loss: 584.5447 - logits_profile_predictions_loss: 551.4066 - logcount_predictions_loss: 0.9605 58/1517 [>.............................] - ETA: 3:50 - loss: 584.5413 - logits_profile_predictions_loss: 551.3720 - logcount_predictions_loss: 0.9614 59/1517 [>.............................] - ETA: 3:50 - loss: 584.5407 - logits_profile_predictions_loss: 551.3429 - logcount_predictions_loss: 0.9623 60/1517 [>.............................] - ETA: 3:50 - loss: 584.5561 - logits_profile_predictions_loss: 551.3311 - logcount_predictions_loss: 0.9630 61/1517 [>.............................] - ETA: 3:50 - loss: 584.5892 - logits_profile_predictions_loss: 551.3376 - logcount_predictions_loss: 0.9638 62/1517 [>.............................] - ETA: 3:50 - loss: 584.6516 - logits_profile_predictions_loss: 551.3751 - logcount_predictions_loss: 0.9645 63/1517 [>.............................] - ETA: 3:50 - loss: 584.6950 - logits_profile_predictions_loss: 551.3941 - logcount_predictions_loss: 0.9652 64/1517 [>.............................] - ETA: 3:49 - loss: 584.7380 - logits_profile_predictions_loss: 551.4133 - logcount_predictions_loss: 0.9659 65/1517 [>.............................] - ETA: 3:49 - loss: 584.7610 - logits_profile_predictions_loss: 551.4150 - logcount_predictions_loss: 0.9665 66/1517 [>.............................] - ETA: 3:49 - loss: 584.7881 - logits_profile_predictions_loss: 551.4200 - logcount_predictions_loss: 0.9672 67/1517 [>.............................] - ETA: 3:49 - loss: 584.7978 - logits_profile_predictions_loss: 551.4092 - logcount_predictions_loss: 0.9678 68/1517 [>.............................] - ETA: 3:49 - loss: 584.8126 - logits_profile_predictions_loss: 551.4018 - logcount_predictions_loss: 0.9684 69/1517 [>.............................] - ETA: 3:49 - loss: 584.8278 - logits_profile_predictions_loss: 551.3959 - logcount_predictions_loss: 0.9690 70/1517 [>.............................] - ETA: 3:48 - loss: 584.8359 - logits_profile_predictions_loss: 551.3817 - logcount_predictions_loss: 0.9697 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logits_profile_predictions_loss: 551.4521 - logcount_predictions_loss: 0.9742 78/1517 [>.............................] - ETA: 3:47 - loss: 585.1259 - logits_profile_predictions_loss: 551.4980 - logcount_predictions_loss: 0.9747 79/1517 [>.............................] - ETA: 3:47 - loss: 585.1771 - logits_profile_predictions_loss: 551.5291 - logcount_predictions_loss: 0.9753 80/1517 [>.............................] - ETA: 3:47 - loss: 585.2352 - logits_profile_predictions_loss: 551.5670 - logcount_predictions_loss: 0.9759 81/1517 [>.............................] - ETA: 3:47 - loss: 585.2882 - logits_profile_predictions_loss: 551.6012 - logcount_predictions_loss: 0.9764 82/1517 [>.............................] - ETA: 3:47 - loss: 585.3426 - logits_profile_predictions_loss: 551.6385 - logcount_predictions_loss: 0.9769 83/1517 [>.............................] - ETA: 3:46 - loss: 585.3877 - logits_profile_predictions_loss: 551.6674 - logcount_predictions_loss: 0.9774 84/1517 [>.............................] - ETA: 3:46 - loss: 585.4321 - logits_profile_predictions_loss: 551.6964 - logcount_predictions_loss: 0.9778 85/1517 [>.............................] - ETA: 3:46 - loss: 585.4866 - logits_profile_predictions_loss: 551.7376 - logcount_predictions_loss: 0.9782 86/1517 [>.............................] - ETA: 3:46 - loss: 585.5319 - logits_profile_predictions_loss: 551.7690 - logcount_predictions_loss: 0.9786 87/1517 [>.............................] - ETA: 3:46 - loss: 585.5741 - logits_profile_predictions_loss: 551.7991 - logcount_predictions_loss: 0.9790 88/1517 [>.............................] - ETA: 3:46 - loss: 585.6145 - logits_profile_predictions_loss: 551.8290 - logcount_predictions_loss: 0.9793 89/1517 [>.............................] - ETA: 3:46 - loss: 585.6525 - logits_profile_predictions_loss: 551.8571 - logcount_predictions_loss: 0.9796 90/1517 [>.............................] - ETA: 3:45 - loss: 585.6955 - logits_profile_predictions_loss: 551.8839 - logcount_predictions_loss: 0.9800 91/1517 [>.............................] - ETA: 3:45 - loss: 585.7313 - logits_profile_predictions_loss: 551.9038 - logcount_predictions_loss: 0.9805 92/1517 [>.............................] - ETA: 3:45 - loss: 585.7620 - logits_profile_predictions_loss: 551.9178 - logcount_predictions_loss: 0.9810 93/1517 [>.............................] - ETA: 3:45 - loss: 585.7850 - logits_profile_predictions_loss: 551.9236 - logcount_predictions_loss: 0.9815 94/1517 [>.............................] - ETA: 3:45 - loss: 585.8179 - logits_profile_predictions_loss: 551.9382 - logcount_predictions_loss: 0.9820 95/1517 [>.............................] - ETA: 3:45 - loss: 585.8474 - logits_profile_predictions_loss: 551.9501 - logcount_predictions_loss: 0.9825 96/1517 [>.............................] - ETA: 3:44 - loss: 585.8708 - logits_profile_predictions_loss: 551.9553 - logcount_predictions_loss: 0.9831 97/1517 [>.............................] - ETA: 3:44 - 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logits_profile_predictions_loss: 551.8430 - logcount_predictions_loss: 0.9897 111/1517 [=>............................] - ETA: 3:42 - loss: 585.9765 - logits_profile_predictions_loss: 551.8200 - logcount_predictions_loss: 0.9900 112/1517 [=>............................] - ETA: 3:42 - loss: 585.9696 - logits_profile_predictions_loss: 551.8004 - logcount_predictions_loss: 0.9904 113/1517 [=>............................] - ETA: 3:42 - loss: 585.9709 - logits_profile_predictions_loss: 551.7891 - logcount_predictions_loss: 0.9908 114/1517 [=>............................] - ETA: 3:42 - loss: 585.9708 - logits_profile_predictions_loss: 551.7771 - logcount_predictions_loss: 0.9911 115/1517 [=>............................] - ETA: 3:41 - loss: 585.9713 - logits_profile_predictions_loss: 551.7669 - logcount_predictions_loss: 0.9914 116/1517 [=>............................] - ETA: 3:41 - loss: 585.9700 - logits_profile_predictions_loss: 551.7565 - logcount_predictions_loss: 0.9917 117/1517 [=>............................] - ETA: 3:41 - loss: 585.9657 - logits_profile_predictions_loss: 551.7427 - logcount_predictions_loss: 0.9920 118/1517 [=>............................] - ETA: 3:41 - loss: 585.9618 - logits_profile_predictions_loss: 551.7294 - logcount_predictions_loss: 0.9922 119/1517 [=>............................] - ETA: 3:41 - loss: 585.9575 - logits_profile_predictions_loss: 551.7161 - logcount_predictions_loss: 0.9925 120/1517 [=>............................] - ETA: 3:41 - loss: 585.9503 - logits_profile_predictions_loss: 551.7002 - logcount_predictions_loss: 0.9928 121/1517 [=>............................] - ETA: 3:41 - loss: 585.9374 - logits_profile_predictions_loss: 551.6787 - logcount_predictions_loss: 0.9930 122/1517 [=>............................] - ETA: 3:40 - loss: 585.9230 - logits_profile_predictions_loss: 551.6568 - logcount_predictions_loss: 0.9932 123/1517 [=>............................] - ETA: 3:40 - loss: 585.9112 - logits_profile_predictions_loss: 551.6383 - logcount_predictions_loss: 0.9934 124/1517 [=>............................] - ETA: 3:40 - loss: 585.9019 - logits_profile_predictions_loss: 551.6221 - logcount_predictions_loss: 0.9936 125/1517 [=>............................] - ETA: 3:40 - loss: 585.8879 - logits_profile_predictions_loss: 551.6012 - logcount_predictions_loss: 0.9938 126/1517 [=>............................] - ETA: 3:40 - loss: 585.8769 - logits_profile_predictions_loss: 551.5833 - logcount_predictions_loss: 0.9940 127/1517 [=>............................] - ETA: 3:40 - loss: 585.8618 - logits_profile_predictions_loss: 551.5608 - logcount_predictions_loss: 0.9942 128/1517 [=>............................] - ETA: 3:39 - loss: 585.8449 - logits_profile_predictions_loss: 551.5371 - logcount_predictions_loss: 0.9944 129/1517 [=>............................] - ETA: 3:39 - loss: 585.8248 - logits_profile_predictions_loss: 551.5105 - logcount_predictions_loss: 0.9946 130/1517 [=>............................] - ETA: 3:39 - loss: 585.8010 - logits_profile_predictions_loss: 551.4806 - logcount_predictions_loss: 0.9948 131/1517 [=>............................] - ETA: 3:39 - loss: 585.7793 - logits_profile_predictions_loss: 551.4531 - logcount_predictions_loss: 0.9950 132/1517 [=>............................] - ETA: 3:39 - loss: 585.7581 - logits_profile_predictions_loss: 551.4266 - logcount_predictions_loss: 0.9951 133/1517 [=>............................] - ETA: 3:39 - loss: 585.7346 - logits_profile_predictions_loss: 551.3975 - logcount_predictions_loss: 0.9953 134/1517 [=>............................] - ETA: 3:39 - loss: 585.7153 - logits_profile_predictions_loss: 551.3729 - logcount_predictions_loss: 0.9954 135/1517 [=>............................] - ETA: 3:38 - loss: 585.6901 - logits_profile_predictions_loss: 551.3429 - logcount_predictions_loss: 0.9956 136/1517 [=>............................] - ETA: 3:38 - loss: 585.6660 - logits_profile_predictions_loss: 551.3137 - logcount_predictions_loss: 0.9957 137/1517 [=>............................] - ETA: 3:38 - loss: 585.6377 - logits_profile_predictions_loss: 551.2805 - logcount_predictions_loss: 0.9959 138/1517 [=>............................] - ETA: 3:38 - loss: 585.6147 - logits_profile_predictions_loss: 551.2526 - logcount_predictions_loss: 0.9960 139/1517 [=>............................] - ETA: 3:38 - loss: 585.5936 - logits_profile_predictions_loss: 551.2260 - logcount_predictions_loss: 0.9962 140/1517 [=>............................] - ETA: 3:38 - loss: 585.5719 - logits_profile_predictions_loss: 551.1996 - logcount_predictions_loss: 0.9963 141/1517 [=>............................] - ETA: 3:37 - loss: 585.5503 - logits_profile_predictions_loss: 551.1734 - logcount_predictions_loss: 0.9964 142/1517 [=>............................] - ETA: 3:37 - loss: 585.5268 - logits_profile_predictions_loss: 551.1453 - logcount_predictions_loss: 0.9966 143/1517 [=>............................] - ETA: 3:37 - loss: 585.5031 - logits_profile_predictions_loss: 551.1172 - logcount_predictions_loss: 0.9967 144/1517 [=>............................] - ETA: 3:37 - loss: 585.4781 - logits_profile_predictions_loss: 551.0876 - logcount_predictions_loss: 0.9968 145/1517 [=>............................] - ETA: 3:37 - loss: 585.4528 - logits_profile_predictions_loss: 551.0575 - logcount_predictions_loss: 0.9970 146/1517 [=>............................] - ETA: 3:37 - loss: 585.4267 - logits_profile_predictions_loss: 551.0268 - logcount_predictions_loss: 0.9971 147/1517 [=>............................] - ETA: 3:36 - loss: 585.4013 - logits_profile_predictions_loss: 550.9967 - logcount_predictions_loss: 0.9972 148/1517 [=>............................] - ETA: 3:36 - loss: 585.3740 - logits_profile_predictions_loss: 550.9651 - logcount_predictions_loss: 0.9974 149/1517 [=>............................] - ETA: 3:36 - loss: 585.3510 - 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logits_profile_predictions_loss: 543.6048 - logcount_predictions_loss: 1.1148 11/1517 [..............................] - ETA: 3:57 - loss: 581.9684 - logits_profile_predictions_loss: 543.6549 - logcount_predictions_loss: 1.1105 12/1517 [..............................] - ETA: 3:57 - loss: 582.3023 - logits_profile_predictions_loss: 544.1288 - logcount_predictions_loss: 1.1065 13/1517 [..............................] - ETA: 3:57 - loss: 582.6897 - logits_profile_predictions_loss: 544.5994 - logcount_predictions_loss: 1.1041 14/1517 [..............................] - ETA: 3:57 - loss: 582.6146 - logits_profile_predictions_loss: 544.5939 - logcount_predictions_loss: 1.1020 15/1517 [..............................] - ETA: 3:57 - loss: 582.5372 - logits_profile_predictions_loss: 544.5901 - logcount_predictions_loss: 1.0999 16/1517 [..............................] - ETA: 3:57 - loss: 582.0429 - logits_profile_predictions_loss: 544.1866 - logcount_predictions_loss: 1.0973 17/1517 [..............................] - ETA: 3:56 - loss: 581.9090 - logits_profile_predictions_loss: 544.1312 - logcount_predictions_loss: 1.0950 18/1517 [..............................] - ETA: 3:56 - loss: 581.7113 - logits_profile_predictions_loss: 544.0234 - logcount_predictions_loss: 1.0924 19/1517 [..............................] - ETA: 3:56 - loss: 581.7089 - logits_profile_predictions_loss: 544.1016 - logcount_predictions_loss: 1.0901 20/1517 [..............................] - ETA: 3:56 - loss: 581.7669 - logits_profile_predictions_loss: 544.2404 - logcount_predictions_loss: 1.0877 21/1517 [..............................] - ETA: 3:56 - loss: 581.7036 - logits_profile_predictions_loss: 544.2264 - logcount_predictions_loss: 1.0863 22/1517 [..............................] - ETA: 3:56 - loss: 581.6530 - logits_profile_predictions_loss: 544.2543 - logcount_predictions_loss: 1.0840 23/1517 [..............................] - ETA: 3:56 - loss: 581.7120 - logits_profile_predictions_loss: 544.4096 - logcount_predictions_loss: 1.0812 24/1517 [..............................] - ETA: 3:56 - loss: 581.7108 - logits_profile_predictions_loss: 544.4989 - logcount_predictions_loss: 1.0786 25/1517 [..............................] - ETA: 3:55 - loss: 581.6921 - logits_profile_predictions_loss: 544.5686 - logcount_predictions_loss: 1.0760 26/1517 [..............................] - ETA: 3:55 - loss: 581.7976 - logits_profile_predictions_loss: 544.7597 - logcount_predictions_loss: 1.0736 27/1517 [..............................] - ETA: 3:55 - loss: 581.7931 - logits_profile_predictions_loss: 544.8321 - logcount_predictions_loss: 1.0713 28/1517 [..............................] - ETA: 3:55 - loss: 581.7671 - logits_profile_predictions_loss: 544.8847 - logcount_predictions_loss: 1.0691 29/1517 [..............................] - ETA: 3:55 - loss: 581.6841 - logits_profile_predictions_loss: 544.8722 - logcount_predictions_loss: 1.0670 30/1517 [..............................] - ETA: 3:55 - loss: 581.6749 - logits_profile_predictions_loss: 544.9306 - logcount_predictions_loss: 1.0651 31/1517 [..............................] - ETA: 3:54 - loss: 581.7719 - logits_profile_predictions_loss: 545.0757 - logcount_predictions_loss: 1.0637 32/1517 [..............................] - ETA: 3:54 - loss: 581.8586 - logits_profile_predictions_loss: 545.2059 - logcount_predictions_loss: 1.0624 33/1517 [..............................] - ETA: 3:54 - loss: 581.9742 - logits_profile_predictions_loss: 545.3663 - logcount_predictions_loss: 1.0611 34/1517 [..............................] - ETA: 3:54 - loss: 582.0790 - logits_profile_predictions_loss: 545.5188 - logcount_predictions_loss: 1.0597 35/1517 [..............................] - ETA: 3:54 - loss: 582.1403 - logits_profile_predictions_loss: 545.6319 - logcount_predictions_loss: 1.0582 36/1517 [..............................] - ETA: 3:54 - loss: 582.2307 - logits_profile_predictions_loss: 545.7766 - logcount_predictions_loss: 1.0566 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logits_profile_predictions_loss: 546.5871 - logcount_predictions_loss: 1.0477 44/1517 [..............................] - ETA: 3:53 - loss: 582.7017 - logits_profile_predictions_loss: 546.6057 - logcount_predictions_loss: 1.0463 45/1517 [..............................] - ETA: 3:52 - loss: 582.6532 - logits_profile_predictions_loss: 546.6018 - logcount_predictions_loss: 1.0450 46/1517 [..............................] - ETA: 3:52 - loss: 582.6308 - logits_profile_predictions_loss: 546.6238 - logcount_predictions_loss: 1.0437 47/1517 [..............................] - ETA: 3:52 - loss: 582.6034 - logits_profile_predictions_loss: 546.6424 - logcount_predictions_loss: 1.0423 48/1517 [..............................] - ETA: 3:52 - loss: 582.5690 - logits_profile_predictions_loss: 546.6549 - logcount_predictions_loss: 1.0410 49/1517 [..............................] - ETA: 3:52 - loss: 582.5317 - logits_profile_predictions_loss: 546.6635 - logcount_predictions_loss: 1.0397 50/1517 [..............................] - ETA: 3:52 - loss: 582.5064 - logits_profile_predictions_loss: 546.6786 - logcount_predictions_loss: 1.0385 51/1517 [>.............................] - ETA: 3:51 - loss: 582.4672 - logits_profile_predictions_loss: 546.6834 - logcount_predictions_loss: 1.0372 52/1517 [>.............................] - ETA: 3:51 - loss: 582.4273 - logits_profile_predictions_loss: 546.6894 - logcount_predictions_loss: 1.0359 53/1517 [>.............................] - ETA: 3:51 - loss: 582.3605 - logits_profile_predictions_loss: 546.6651 - logcount_predictions_loss: 1.0347 54/1517 [>.............................] - ETA: 3:51 - loss: 582.2911 - logits_profile_predictions_loss: 546.6388 - logcount_predictions_loss: 1.0334 55/1517 [>.............................] - ETA: 3:51 - loss: 582.2318 - logits_profile_predictions_loss: 546.6225 - logcount_predictions_loss: 1.0322 56/1517 [>.............................] - ETA: 3:51 - loss: 582.1677 - logits_profile_predictions_loss: 546.5995 - logcount_predictions_loss: 1.0310 57/1517 [>.............................] - ETA: 3:51 - loss: 582.0623 - logits_profile_predictions_loss: 546.5345 - logcount_predictions_loss: 1.0298 58/1517 [>.............................] - ETA: 3:50 - loss: 581.9508 - logits_profile_predictions_loss: 546.4642 - logcount_predictions_loss: 1.0286 59/1517 [>.............................] - ETA: 3:50 - loss: 581.8135 - logits_profile_predictions_loss: 546.3668 - logcount_predictions_loss: 1.0274 60/1517 [>.............................] - ETA: 3:50 - loss: 581.6599 - logits_profile_predictions_loss: 546.2514 - logcount_predictions_loss: 1.0263 61/1517 [>.............................] - ETA: 3:50 - loss: 581.5107 - logits_profile_predictions_loss: 546.1415 - logcount_predictions_loss: 1.0252 62/1517 [>.............................] - ETA: 3:50 - loss: 581.3554 - logits_profile_predictions_loss: 546.0248 - logcount_predictions_loss: 1.0241 63/1517 [>.............................] - ETA: 3:50 - 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[>.............................] - ETA: 3:47 - loss: 578.8120 - logits_profile_predictions_loss: 544.0889 - logcount_predictions_loss: 1.0065 84/1517 [>.............................] - ETA: 3:46 - loss: 578.7266 - logits_profile_predictions_loss: 544.0281 - logcount_predictions_loss: 1.0058 85/1517 [>.............................] - ETA: 3:46 - loss: 578.6449 - logits_profile_predictions_loss: 543.9701 - logcount_predictions_loss: 1.0051 86/1517 [>.............................] - ETA: 3:46 - loss: 578.5577 - logits_profile_predictions_loss: 543.9055 - logcount_predictions_loss: 1.0044 87/1517 [>.............................] - ETA: 3:46 - loss: 578.4665 - logits_profile_predictions_loss: 543.8369 - logcount_predictions_loss: 1.0038 88/1517 [>.............................] - ETA: 3:46 - loss: 578.3713 - logits_profile_predictions_loss: 543.7642 - logcount_predictions_loss: 1.0031 89/1517 [>.............................] - ETA: 3:46 - loss: 578.2693 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 542.3101 - logcount_predictions_loss: 0.9916 110/1517 [=>............................] - ETA: 3:42 - loss: 576.4508 - logits_profile_predictions_loss: 542.2574 - logcount_predictions_loss: 0.9911 111/1517 [=>............................] - ETA: 3:42 - loss: 576.3870 - logits_profile_predictions_loss: 542.2110 - logcount_predictions_loss: 0.9906 112/1517 [=>............................] - ETA: 3:42 - loss: 576.3306 - logits_profile_predictions_loss: 542.1721 - logcount_predictions_loss: 0.9901 113/1517 [=>............................] - ETA: 3:42 - loss: 576.2747 - logits_profile_predictions_loss: 542.1335 - logcount_predictions_loss: 0.9896 114/1517 [=>............................] - ETA: 3:42 - loss: 576.2181 - logits_profile_predictions_loss: 542.0947 - logcount_predictions_loss: 0.9891 115/1517 [=>............................] - ETA: 3:42 - loss: 576.1643 - logits_profile_predictions_loss: 542.0587 - logcount_predictions_loss: 0.9886 116/1517 [=>............................] - ETA: 3:41 - loss: 576.1120 - logits_profile_predictions_loss: 542.0242 - logcount_predictions_loss: 0.9881 117/1517 [=>............................] - ETA: 3:41 - loss: 576.0507 - logits_profile_predictions_loss: 541.9810 - logcount_predictions_loss: 0.9875 118/1517 [=>............................] - ETA: 3:41 - loss: 575.9950 - logits_profile_predictions_loss: 541.9426 - logcount_predictions_loss: 0.9870 119/1517 [=>............................] - ETA: 3:41 - loss: 575.9450 - logits_profile_predictions_loss: 541.9096 - logcount_predictions_loss: 0.9865 120/1517 [=>............................] - ETA: 3:41 - loss: 575.8904 - logits_profile_predictions_loss: 541.8725 - logcount_predictions_loss: 0.9860 121/1517 [=>............................] - ETA: 3:41 - loss: 575.8354 - logits_profile_predictions_loss: 541.8346 - logcount_predictions_loss: 0.9855 122/1517 [=>............................] - ETA: 3:40 - loss: 575.7817 - 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[=>............................] - ETA: 3:39 - loss: 575.4363 - logits_profile_predictions_loss: 541.5697 - logcount_predictions_loss: 0.9816 130/1517 [=>............................] - ETA: 3:39 - loss: 575.3931 - logits_profile_predictions_loss: 541.5420 - logcount_predictions_loss: 0.9812 131/1517 [=>............................] - ETA: 3:39 - loss: 575.3555 - logits_profile_predictions_loss: 541.5203 - logcount_predictions_loss: 0.9807 132/1517 [=>............................] - ETA: 3:39 - loss: 575.3202 - logits_profile_predictions_loss: 541.5012 - logcount_predictions_loss: 0.9803 133/1517 [=>............................] - ETA: 3:39 - loss: 575.2860 - logits_profile_predictions_loss: 541.4821 - logcount_predictions_loss: 0.9798 134/1517 [=>............................] - ETA: 3:39 - loss: 575.2565 - logits_profile_predictions_loss: 541.4683 - logcount_predictions_loss: 0.9794 135/1517 [=>............................] - ETA: 3:38 - loss: 575.2286 - logits_profile_predictions_loss: 541.4560 - logcount_predictions_loss: 0.9789 136/1517 [=>............................] - ETA: 3:38 - loss: 575.1993 - logits_profile_predictions_loss: 541.4428 - logcount_predictions_loss: 0.9785 137/1517 [=>............................] - ETA: 3:38 - loss: 575.1658 - logits_profile_predictions_loss: 541.4250 - logcount_predictions_loss: 0.9780 138/1517 [=>............................] - ETA: 3:38 - loss: 575.1273 - logits_profile_predictions_loss: 541.4020 - logcount_predictions_loss: 0.9775 139/1517 [=>............................] - ETA: 3:38 - loss: 575.0913 - logits_profile_predictions_loss: 541.3809 - logcount_predictions_loss: 0.9771 140/1517 [=>............................] - ETA: 3:38 - loss: 575.0545 - logits_profile_predictions_loss: 541.3592 - logcount_predictions_loss: 0.9767 141/1517 [=>............................] - ETA: 3:37 - loss: 575.0155 - logits_profile_predictions_loss: 541.3349 - logcount_predictions_loss: 0.9762 142/1517 [=>............................] - ETA: 3:37 - loss: 574.9777 - logits_profile_predictions_loss: 541.3115 - logcount_predictions_loss: 0.9758 143/1517 [=>............................] - ETA: 3:37 - loss: 574.9393 - logits_profile_predictions_loss: 541.2876 - logcount_predictions_loss: 0.9754 144/1517 [=>............................] - ETA: 3:37 - loss: 574.9066 - logits_profile_predictions_loss: 541.2690 - logcount_predictions_loss: 0.9750 145/1517 [=>............................] - ETA: 3:37 - loss: 574.8788 - logits_profile_predictions_loss: 541.2557 - logcount_predictions_loss: 0.9746 146/1517 [=>............................] - ETA: 3:37 - loss: 574.8491 - logits_profile_predictions_loss: 541.2402 - logcount_predictions_loss: 0.9742 147/1517 [=>............................] - ETA: 3:37 - loss: 574.8145 - logits_profile_predictions_loss: 541.2195 - logcount_predictions_loss: 0.9738 148/1517 [=>............................] - ETA: 3:36 - loss: 574.7813 - 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logits_profile_predictions_loss: 539.9905 - logcount_predictions_loss: 0.9522 214/1517 [===>..........................] - ETA: 3:26 - loss: 572.8219 - logits_profile_predictions_loss: 539.9806 - logcount_predictions_loss: 0.9519 215/1517 [===>..........................] - ETA: 3:26 - loss: 572.8020 - logits_profile_predictions_loss: 539.9694 - logcount_predictions_loss: 0.9517 216/1517 [===>..........................] - ETA: 3:26 - loss: 572.7817 - logits_profile_predictions_loss: 539.9576 - logcount_predictions_loss: 0.9514 217/1517 [===>..........................] - ETA: 3:26 - loss: 572.7611 - logits_profile_predictions_loss: 539.9453 - logcount_predictions_loss: 0.9512 218/1517 [===>..........................] - ETA: 3:25 - loss: 572.7400 - logits_profile_predictions_loss: 539.9328 - logcount_predictions_loss: 0.9509 219/1517 [===>..........................] - ETA: 3:25 - loss: 572.7186 - logits_profile_predictions_loss: 539.9199 - logcount_predictions_loss: 0.9507 220/1517 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logits_profile_predictions_loss: 516.8486 - logcount_predictions_loss: 0.6661 178/1517 [==>...........................] - ETA: 3:32 - loss: 539.8198 - logits_profile_predictions_loss: 516.8393 - logcount_predictions_loss: 0.6661 179/1517 [==>...........................] - ETA: 3:32 - loss: 539.8130 - logits_profile_predictions_loss: 516.8316 - logcount_predictions_loss: 0.6661 180/1517 [==>...........................] - ETA: 3:31 - loss: 539.8082 - logits_profile_predictions_loss: 516.8256 - logcount_predictions_loss: 0.6662 181/1517 [==>...........................] - ETA: 3:31 - loss: 539.8022 - logits_profile_predictions_loss: 516.8184 - logcount_predictions_loss: 0.6662 182/1517 [==>...........................] - ETA: 3:31 - loss: 539.7984 - logits_profile_predictions_loss: 516.8133 - logcount_predictions_loss: 0.6662 183/1517 [==>...........................] - ETA: 3:31 - loss: 539.7928 - logits_profile_predictions_loss: 516.8064 - logcount_predictions_loss: 0.6663 184/1517 [==>...........................] - ETA: 3:31 - loss: 539.7869 - logits_profile_predictions_loss: 516.7993 - logcount_predictions_loss: 0.6663 185/1517 [==>...........................] - ETA: 3:31 - loss: 539.7818 - logits_profile_predictions_loss: 516.7932 - logcount_predictions_loss: 0.6663 186/1517 [==>...........................] - ETA: 3:30 - loss: 539.7771 - logits_profile_predictions_loss: 516.7873 - logcount_predictions_loss: 0.6664 187/1517 [==>...........................] - ETA: 3:30 - loss: 539.7732 - logits_profile_predictions_loss: 516.7821 - logcount_predictions_loss: 0.6664 188/1517 [==>...........................] - ETA: 3:30 - loss: 539.7702 - logits_profile_predictions_loss: 516.7778 - logcount_predictions_loss: 0.6664 189/1517 [==>...........................] - ETA: 3:30 - loss: 539.7672 - logits_profile_predictions_loss: 516.7735 - logcount_predictions_loss: 0.6665 190/1517 [==>...........................] - ETA: 3:30 - loss: 539.7627 - logits_profile_predictions_loss: 516.7678 - logcount_predictions_loss: 0.6665 191/1517 [==>...........................] - ETA: 3:30 - loss: 539.7579 - logits_profile_predictions_loss: 516.7620 - logcount_predictions_loss: 0.6665 192/1517 [==>...........................] - ETA: 3:30 - loss: 539.7503 - logits_profile_predictions_loss: 516.7533 - logcount_predictions_loss: 0.6666 193/1517 [==>...........................] - ETA: 3:29 - loss: 539.7423 - logits_profile_predictions_loss: 516.7441 - logcount_predictions_loss: 0.6666 194/1517 [==>...........................] - ETA: 3:29 - loss: 539.7358 - logits_profile_predictions_loss: 516.7362 - logcount_predictions_loss: 0.6667 195/1517 [==>...........................] - ETA: 3:29 - loss: 539.7297 - logits_profile_predictions_loss: 516.7291 - logcount_predictions_loss: 0.6667 196/1517 [==>...........................] - ETA: 3:29 - loss: 539.7248 - logits_profile_predictions_loss: 516.7229 - logcount_predictions_loss: 0.6667 197/1517 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logits_profile_predictions_loss: 516.6760 - logcount_predictions_loss: 0.6670 204/1517 [===>..........................] - ETA: 3:28 - loss: 539.6790 - logits_profile_predictions_loss: 516.6679 - logcount_predictions_loss: 0.6670 205/1517 [===>..........................] - ETA: 3:27 - loss: 539.6729 - logits_profile_predictions_loss: 516.6607 - logcount_predictions_loss: 0.6670 206/1517 [===>..........................] - ETA: 3:27 - loss: 539.6673 - logits_profile_predictions_loss: 516.6541 - logcount_predictions_loss: 0.6671 207/1517 [===>..........................] - ETA: 3:27 - loss: 539.6620 - logits_profile_predictions_loss: 516.6479 - logcount_predictions_loss: 0.6671 208/1517 [===>..........................] - ETA: 3:27 - loss: 539.6547 - logits_profile_predictions_loss: 516.6398 - logcount_predictions_loss: 0.6671 209/1517 [===>..........................] - ETA: 3:27 - loss: 539.6454 - logits_profile_predictions_loss: 516.6295 - logcount_predictions_loss: 0.6671 210/1517 [===>..........................] - ETA: 3:27 - loss: 539.6340 - logits_profile_predictions_loss: 516.6173 - logcount_predictions_loss: 0.6672 211/1517 [===>..........................] - ETA: 3:27 - loss: 539.6206 - logits_profile_predictions_loss: 516.6028 - logcount_predictions_loss: 0.6672 212/1517 [===>..........................] - ETA: 3:26 - loss: 539.6074 - logits_profile_predictions_loss: 516.5883 - logcount_predictions_loss: 0.6672 213/1517 [===>..........................] - ETA: 3:26 - loss: 539.5927 - logits_profile_predictions_loss: 516.5723 - logcount_predictions_loss: 0.6673 214/1517 [===>..........................] - ETA: 3:26 - loss: 539.5780 - logits_profile_predictions_loss: 516.5561 - logcount_predictions_loss: 0.6673 215/1517 [===>..........................] - ETA: 3:26 - loss: 539.5654 - logits_profile_predictions_loss: 516.5421 - logcount_predictions_loss: 0.6673 216/1517 [===>..........................] - ETA: 3:26 - loss: 539.5528 - logits_profile_predictions_loss: 516.5282 - logcount_predictions_loss: 0.6674 217/1517 [===>..........................] - ETA: 3:26 - loss: 539.5402 - logits_profile_predictions_loss: 516.5139 - logcount_predictions_loss: 0.6674 218/1517 [===>..........................] - ETA: 3:25 - loss: 539.5258 - logits_profile_predictions_loss: 516.4980 - logcount_predictions_loss: 0.6675 219/1517 [===>..........................] - ETA: 3:25 - loss: 539.5121 - logits_profile_predictions_loss: 516.4828 - logcount_predictions_loss: 0.6675 220/1517 [===>..........................] - ETA: 3:25 - loss: 539.4984 - logits_profile_predictions_loss: 516.4678 - logcount_predictions_loss: 0.6676 221/1517 [===>..........................] - ETA: 3:25 - loss: 539.4839 - logits_profile_predictions_loss: 516.4519 - logcount_predictions_loss: 0.6676 222/1517 [===>..........................] - ETA: 3:25 - loss: 539.4702 - logits_profile_predictions_loss: 516.4368 - logcount_predictions_loss: 0.6676 223/1517 [===>..........................] - ETA: 3:25 - loss: 539.4560 - logits_profile_predictions_loss: 516.4213 - logcount_predictions_loss: 0.6677 224/1517 [===>..........................] - ETA: 3:25 - loss: 539.4430 - logits_profile_predictions_loss: 516.4070 - logcount_predictions_loss: 0.6677 225/1517 [===>..........................] - ETA: 3:24 - loss: 539.4307 - logits_profile_predictions_loss: 516.3935 - logcount_predictions_loss: 0.6677 226/1517 [===>..........................] - ETA: 3:24 - loss: 539.4183 - logits_profile_predictions_loss: 516.3799 - logcount_predictions_loss: 0.6678 227/1517 [===>..........................] - ETA: 3:24 - loss: 539.4074 - logits_profile_predictions_loss: 516.3679 - logcount_predictions_loss: 0.6678 228/1517 [===>..........................] - ETA: 3:24 - loss: 539.3947 - logits_profile_predictions_loss: 516.3541 - logcount_predictions_loss: 0.6678 229/1517 [===>..........................] - ETA: 3:24 - loss: 539.3823 - 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[===>..........................] - ETA: 3:23 - loss: 539.3001 - logits_profile_predictions_loss: 516.2519 - logcount_predictions_loss: 0.6681 237/1517 [===>..........................] - ETA: 3:22 - loss: 539.2874 - logits_profile_predictions_loss: 516.2382 - logcount_predictions_loss: 0.6681 238/1517 [===>..........................] - ETA: 3:22 - loss: 539.2751 - logits_profile_predictions_loss: 516.2248 - logcount_predictions_loss: 0.6681 239/1517 [===>..........................] - ETA: 3:22 - loss: 539.2628 - logits_profile_predictions_loss: 516.2113 - logcount_predictions_loss: 0.6682 240/1517 [===>..........................] - ETA: 3:22 - loss: 539.2510 - logits_profile_predictions_loss: 516.1985 - logcount_predictions_loss: 0.6682 241/1517 [===>..........................] - ETA: 3:22 - loss: 539.2389 - logits_profile_predictions_loss: 516.1855 - logcount_predictions_loss: 0.6682 242/1517 [===>..........................] - ETA: 3:22 - loss: 539.2281 - logits_profile_predictions_loss: 516.1735 - logcount_predictions_loss: 0.6683 243/1517 [===>..........................] - ETA: 3:22 - loss: 539.2183 - logits_profile_predictions_loss: 516.1626 - logcount_predictions_loss: 0.6683 244/1517 [===>..........................] - ETA: 3:21 - loss: 539.2088 - logits_profile_predictions_loss: 516.1519 - logcount_predictions_loss: 0.6683 245/1517 [===>..........................] - ETA: 3:21 - loss: 539.1988 - logits_profile_predictions_loss: 516.1407 - logcount_predictions_loss: 0.6684 246/1517 [===>..........................] - ETA: 3:21 - loss: 539.1890 - logits_profile_predictions_loss: 516.1298 - logcount_predictions_loss: 0.6684 247/1517 [===>..........................] - ETA: 3:21 - loss: 539.1799 - logits_profile_predictions_loss: 516.1197 - logcount_predictions_loss: 0.6684 248/1517 [===>..........................] - ETA: 3:21 - loss: 539.1725 - logits_profile_predictions_loss: 516.1114 - logcount_predictions_loss: 0.6684 249/1517 [===>..........................] - ETA: 3:21 - loss: 539.1654 - logits_profile_predictions_loss: 516.1035 - logcount_predictions_loss: 0.6685 250/1517 [===>..........................] - ETA: 3:20 - loss: 539.1586 - logits_profile_predictions_loss: 516.0959 - logcount_predictions_loss: 0.6685 251/1517 [===>..........................] - ETA: 3:20 - loss: 539.1511 - logits_profile_predictions_loss: 516.0877 - logcount_predictions_loss: 0.6685 252/1517 [===>..........................] - ETA: 3:20 - loss: 539.1431 - logits_profile_predictions_loss: 516.0791 - logcount_predictions_loss: 0.6685 253/1517 [====>.........................] - ETA: 3:20 - loss: 539.1355 - logits_profile_predictions_loss: 516.0707 - logcount_predictions_loss: 0.6685 254/1517 [====>.........................] - ETA: 3:20 - loss: 539.1282 - logits_profile_predictions_loss: 516.0626 - logcount_predictions_loss: 0.6686 255/1517 [====>.........................] - ETA: 3:20 - loss: 539.1206 - logits_profile_predictions_loss: 516.0541 - logcount_predictions_loss: 0.6686 256/1517 [====>.........................] - ETA: 3:19 - loss: 539.1131 - logits_profile_predictions_loss: 516.0459 - logcount_predictions_loss: 0.6686 257/1517 [====>.........................] - ETA: 3:19 - loss: 539.1045 - logits_profile_predictions_loss: 516.0365 - logcount_predictions_loss: 0.6686 258/1517 [====>.........................] - ETA: 3:19 - loss: 539.0966 - logits_profile_predictions_loss: 516.0278 - logcount_predictions_loss: 0.6687 259/1517 [====>.........................] - ETA: 3:19 - loss: 539.0883 - logits_profile_predictions_loss: 516.0188 - logcount_predictions_loss: 0.6687 260/1517 [====>.........................] - ETA: 3:19 - loss: 539.0798 - logits_profile_predictions_loss: 516.0097 - logcount_predictions_loss: 0.6687 261/1517 [====>.........................] - ETA: 3:19 - loss: 539.0701 - logits_profile_predictions_loss: 515.9994 - logcount_predictions_loss: 0.6687 262/1517 [====>.........................] - ETA: 3:19 - loss: 539.0599 - logits_profile_predictions_loss: 515.9886 - logcount_predictions_loss: 0.6687 263/1517 [====>.........................] - ETA: 3:18 - loss: 539.0498 - logits_profile_predictions_loss: 515.9779 - logcount_predictions_loss: 0.6688 264/1517 [====>.........................] - ETA: 3:18 - loss: 539.0384 - logits_profile_predictions_loss: 515.9660 - logcount_predictions_loss: 0.6688 265/1517 [====>.........................] - ETA: 3:18 - loss: 539.0261 - logits_profile_predictions_loss: 515.9531 - logcount_predictions_loss: 0.6688 266/1517 [====>.........................] - ETA: 3:18 - loss: 539.0137 - logits_profile_predictions_loss: 515.9401 - logcount_predictions_loss: 0.6688 267/1517 [====>.........................] - ETA: 3:18 - loss: 538.9994 - logits_profile_predictions_loss: 515.9250 - logcount_predictions_loss: 0.6688 268/1517 [====>.........................] - ETA: 3:18 - loss: 538.9845 - logits_profile_predictions_loss: 515.9094 - logcount_predictions_loss: 0.6688 269/1517 [====>.........................] - ETA: 3:17 - loss: 538.9698 - logits_profile_predictions_loss: 515.8939 - logcount_predictions_loss: 0.6689 270/1517 [====>.........................] - ETA: 3:17 - loss: 538.9555 - logits_profile_predictions_loss: 515.8788 - logcount_predictions_loss: 0.6689 271/1517 [====>.........................] - ETA: 3:17 - loss: 538.9418 - logits_profile_predictions_loss: 515.8643 - logcount_predictions_loss: 0.6689 272/1517 [====>.........................] - ETA: 3:17 - loss: 538.9272 - logits_profile_predictions_loss: 515.8489 - logcount_predictions_loss: 0.6689 273/1517 [====>.........................] - ETA: 3:17 - loss: 538.9123 - logits_profile_predictions_loss: 515.8332 - logcount_predictions_loss: 0.6690 274/1517 [====>.........................] - ETA: 3:17 - loss: 538.8991 - logits_profile_predictions_loss: 515.8191 - logcount_predictions_loss: 0.6690 275/1517 [====>.........................] - ETA: 3:16 - loss: 538.8858 - logits_profile_predictions_loss: 515.8048 - logcount_predictions_loss: 0.6690 276/1517 [====>.........................] - ETA: 3:16 - loss: 538.8729 - logits_profile_predictions_loss: 515.7909 - logcount_predictions_loss: 0.6690 277/1517 [====>.........................] - ETA: 3:16 - loss: 538.8604 - logits_profile_predictions_loss: 515.7774 - logcount_predictions_loss: 0.6691 278/1517 [====>.........................] - ETA: 3:16 - loss: 538.8494 - logits_profile_predictions_loss: 515.7655 - logcount_predictions_loss: 0.6691 279/1517 [====>.........................] - ETA: 3:16 - loss: 538.8388 - logits_profile_predictions_loss: 515.7540 - logcount_predictions_loss: 0.6691 280/1517 [====>.........................] - ETA: 3:16 - loss: 538.8289 - logits_profile_predictions_loss: 515.7432 - logcount_predictions_loss: 0.6692 281/1517 [====>.........................] - ETA: 3:16 - loss: 538.8193 - logits_profile_predictions_loss: 515.7328 - logcount_predictions_loss: 0.6692 282/1517 [====>.........................] - ETA: 3:15 - loss: 538.8095 - logits_profile_predictions_loss: 515.7221 - logcount_predictions_loss: 0.6692 283/1517 [====>.........................] - ETA: 3:15 - loss: 538.7991 - logits_profile_predictions_loss: 515.7109 - logcount_predictions_loss: 0.6692 284/1517 [====>.........................] - ETA: 3:15 - loss: 538.7893 - logits_profile_predictions_loss: 515.7004 - logcount_predictions_loss: 0.6692 285/1517 [====>.........................] - ETA: 3:15 - loss: 538.7794 - logits_profile_predictions_loss: 515.6897 - logcount_predictions_loss: 0.6693 286/1517 [====>.........................] - ETA: 3:15 - loss: 538.7703 - logits_profile_predictions_loss: 515.6800 - logcount_predictions_loss: 0.6693 287/1517 [====>.........................] - ETA: 3:15 - loss: 538.7617 - logits_profile_predictions_loss: 515.6705 - logcount_predictions_loss: 0.6693 288/1517 [====>.........................] - ETA: 3:14 - loss: 538.7534 - logits_profile_predictions_loss: 515.6615 - logcount_predictions_loss: 0.6693 289/1517 [====>.........................] - ETA: 3:14 - loss: 538.7463 - logits_profile_predictions_loss: 515.6536 - logcount_predictions_loss: 0.6694 290/1517 [====>.........................] - ETA: 3:14 - loss: 538.7396 - logits_profile_predictions_loss: 515.6461 - logcount_predictions_loss: 0.6694 291/1517 [====>.........................] - ETA: 3:14 - loss: 538.7330 - logits_profile_predictions_loss: 515.6387 - logcount_predictions_loss: 0.6694 292/1517 [====>.........................] - ETA: 3:14 - loss: 538.7264 - logits_profile_predictions_loss: 515.6313 - logcount_predictions_loss: 0.6694 293/1517 [====>.........................] - ETA: 3:14 - loss: 538.7196 - logits_profile_predictions_loss: 515.6239 - logcount_predictions_loss: 0.6694 294/1517 [====>.........................] - ETA: 3:13 - loss: 538.7127 - logits_profile_predictions_loss: 515.6164 - logcount_predictions_loss: 0.6695 295/1517 [====>.........................] - ETA: 3:13 - loss: 538.7055 - logits_profile_predictions_loss: 515.6086 - logcount_predictions_loss: 0.6695 296/1517 [====>.........................] - ETA: 3:13 - loss: 538.6985 - logits_profile_predictions_loss: 515.6010 - logcount_predictions_loss: 0.6695 297/1517 [====>.........................] - ETA: 3:13 - loss: 538.6911 - logits_profile_predictions_loss: 515.5931 - logcount_predictions_loss: 0.6695 298/1517 [====>.........................] - ETA: 3:13 - loss: 538.6832 - logits_profile_predictions_loss: 515.5845 - logcount_predictions_loss: 0.6695 299/1517 [====>.........................] - ETA: 3:13 - loss: 538.6759 - logits_profile_predictions_loss: 515.5766 - logcount_predictions_loss: 0.6695 300/1517 [====>.........................] - ETA: 3:13 - loss: 538.6688 - logits_profile_predictions_loss: 515.5688 - logcount_predictions_loss: 0.6696 301/1517 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[==>...........................] - ETA: 3:29 - loss: 533.8558 - logits_profile_predictions_loss: 513.4714 - logcount_predictions_loss: 0.5909 197/1517 [==>...........................] - ETA: 3:29 - loss: 533.8466 - logits_profile_predictions_loss: 513.4587 - logcount_predictions_loss: 0.5910 198/1517 [==>...........................] - ETA: 3:29 - loss: 533.8374 - logits_profile_predictions_loss: 513.4462 - logcount_predictions_loss: 0.5911 199/1517 [==>...........................] - ETA: 3:29 - loss: 533.8279 - logits_profile_predictions_loss: 513.4335 - logcount_predictions_loss: 0.5911 200/1517 [==>...........................] - ETA: 3:29 - loss: 533.8186 - logits_profile_predictions_loss: 513.4209 - logcount_predictions_loss: 0.5912 201/1517 [==>...........................] - ETA: 3:28 - loss: 533.8085 - logits_profile_predictions_loss: 513.4074 - logcount_predictions_loss: 0.5913 202/1517 [==>...........................] - ETA: 3:28 - loss: 533.7983 - logits_profile_predictions_loss: 513.3934 - logcount_predictions_loss: 0.5914 203/1517 [===>..........................] - ETA: 3:28 - loss: 533.7894 - logits_profile_predictions_loss: 513.3809 - logcount_predictions_loss: 0.5915 204/1517 [===>..........................] - ETA: 3:28 - loss: 533.7794 - logits_profile_predictions_loss: 513.3671 - logcount_predictions_loss: 0.5917 205/1517 [===>..........................] - ETA: 3:28 - loss: 533.7706 - logits_profile_predictions_loss: 513.3545 - logcount_predictions_loss: 0.5918 206/1517 [===>..........................] - ETA: 3:28 - loss: 533.7615 - logits_profile_predictions_loss: 513.3416 - logcount_predictions_loss: 0.5919 207/1517 [===>..........................] - ETA: 3:27 - loss: 533.7516 - logits_profile_predictions_loss: 513.3282 - logcount_predictions_loss: 0.5920 208/1517 [===>..........................] - ETA: 3:27 - loss: 533.7417 - logits_profile_predictions_loss: 513.3147 - logcount_predictions_loss: 0.5921 209/1517 [===>..........................] - ETA: 3:27 - loss: 533.7309 - logits_profile_predictions_loss: 513.3005 - logcount_predictions_loss: 0.5922 210/1517 [===>..........................] - ETA: 3:27 - loss: 533.7196 - logits_profile_predictions_loss: 513.2859 - logcount_predictions_loss: 0.5923 211/1517 [===>..........................] - ETA: 3:27 - loss: 533.7087 - logits_profile_predictions_loss: 513.2717 - logcount_predictions_loss: 0.5924 212/1517 [===>..........................] - ETA: 3:27 - loss: 533.6977 - logits_profile_predictions_loss: 513.2573 - logcount_predictions_loss: 0.5925 213/1517 [===>..........................] - ETA: 3:27 - loss: 533.6862 - logits_profile_predictions_loss: 513.2427 - logcount_predictions_loss: 0.5926 214/1517 [===>..........................] - ETA: 3:26 - loss: 533.6750 - logits_profile_predictions_loss: 513.2286 - logcount_predictions_loss: 0.5926 215/1517 [===>..........................] - ETA: 3:26 - loss: 533.6639 - logits_profile_predictions_loss: 513.2148 - logcount_predictions_loss: 0.5927 216/1517 [===>..........................] - ETA: 3:26 - loss: 533.6537 - logits_profile_predictions_loss: 513.2017 - logcount_predictions_loss: 0.5928 217/1517 [===>..........................] - ETA: 3:26 - loss: 533.6406 - logits_profile_predictions_loss: 513.1856 - logcount_predictions_loss: 0.5929 218/1517 [===>..........................] - ETA: 3:26 - loss: 533.6277 - logits_profile_predictions_loss: 513.1697 - logcount_predictions_loss: 0.5930 219/1517 [===>..........................] - ETA: 3:26 - loss: 533.6147 - logits_profile_predictions_loss: 513.1537 - logcount_predictions_loss: 0.5931 220/1517 [===>..........................] - ETA: 3:25 - loss: 533.6032 - logits_profile_predictions_loss: 513.1390 - logcount_predictions_loss: 0.5932 221/1517 [===>..........................] - ETA: 3:25 - loss: 533.5926 - logits_profile_predictions_loss: 513.1254 - logcount_predictions_loss: 0.5933 222/1517 [===>..........................] - ETA: 3:25 - loss: 533.5823 - logits_profile_predictions_loss: 513.1122 - logcount_predictions_loss: 0.5933 223/1517 [===>..........................] - ETA: 3:25 - loss: 533.5758 - logits_profile_predictions_loss: 513.1028 - logcount_predictions_loss: 0.5934 224/1517 [===>..........................] - ETA: 3:25 - loss: 533.5704 - logits_profile_predictions_loss: 513.0943 - logcount_predictions_loss: 0.5935 225/1517 [===>..........................] - ETA: 3:25 - loss: 533.5640 - logits_profile_predictions_loss: 513.0849 - logcount_predictions_loss: 0.5936 226/1517 [===>..........................] - ETA: 3:24 - loss: 533.5585 - logits_profile_predictions_loss: 513.0761 - logcount_predictions_loss: 0.5937 227/1517 [===>..........................] - ETA: 3:24 - loss: 533.5546 - logits_profile_predictions_loss: 513.0689 - logcount_predictions_loss: 0.5938 228/1517 [===>..........................] - ETA: 3:24 - loss: 533.5506 - logits_profile_predictions_loss: 513.0616 - logcount_predictions_loss: 0.5939 229/1517 [===>..........................] - ETA: 3:24 - loss: 533.5458 - logits_profile_predictions_loss: 513.0533 - logcount_predictions_loss: 0.5940 230/1517 [===>..........................] - ETA: 3:24 - loss: 533.5405 - logits_profile_predictions_loss: 513.0444 - logcount_predictions_loss: 0.5941 231/1517 [===>..........................] - ETA: 3:24 - loss: 533.5356 - logits_profile_predictions_loss: 513.0358 - logcount_predictions_loss: 0.5942 232/1517 [===>..........................] - ETA: 3:24 - loss: 533.5314 - logits_profile_predictions_loss: 513.0279 - logcount_predictions_loss: 0.5943 233/1517 [===>..........................] - ETA: 3:23 - loss: 533.5273 - logits_profile_predictions_loss: 513.0202 - logcount_predictions_loss: 0.5944 234/1517 [===>..........................] - ETA: 3:23 - loss: 533.5227 - logits_profile_predictions_loss: 513.0121 - logcount_predictions_loss: 0.5945 235/1517 [===>..........................] - ETA: 3:23 - loss: 533.5171 - logits_profile_predictions_loss: 513.0030 - logcount_predictions_loss: 0.5946 236/1517 [===>..........................] - ETA: 3:23 - loss: 533.5115 - logits_profile_predictions_loss: 512.9941 - logcount_predictions_loss: 0.5947 237/1517 [===>..........................] - ETA: 3:23 - loss: 533.5055 - logits_profile_predictions_loss: 512.9847 - logcount_predictions_loss: 0.5948 238/1517 [===>..........................] - ETA: 3:23 - loss: 533.5005 - logits_profile_predictions_loss: 512.9762 - logcount_predictions_loss: 0.5949 239/1517 [===>..........................] - ETA: 3:22 - loss: 533.4940 - logits_profile_predictions_loss: 512.9663 - logcount_predictions_loss: 0.5950 240/1517 [===>..........................] - ETA: 3:22 - loss: 533.4871 - logits_profile_predictions_loss: 512.9561 - logcount_predictions_loss: 0.5951 241/1517 [===>..........................] - ETA: 3:22 - loss: 533.4810 - logits_profile_predictions_loss: 512.9465 - logcount_predictions_loss: 0.5952 242/1517 [===>..........................] - ETA: 3:22 - loss: 533.4745 - logits_profile_predictions_loss: 512.9367 - logcount_predictions_loss: 0.5953 243/1517 [===>..........................] - ETA: 3:22 - loss: 533.4695 - logits_profile_predictions_loss: 512.9285 - logcount_predictions_loss: 0.5954 244/1517 [===>..........................] - ETA: 3:22 - loss: 533.4635 - logits_profile_predictions_loss: 512.9191 - logcount_predictions_loss: 0.5955 245/1517 [===>..........................] - ETA: 3:21 - loss: 533.4603 - logits_profile_predictions_loss: 512.9124 - logcount_predictions_loss: 0.5956 246/1517 [===>..........................] - ETA: 3:21 - loss: 533.4585 - logits_profile_predictions_loss: 512.9071 - logcount_predictions_loss: 0.5957 247/1517 [===>..........................] - ETA: 3:21 - loss: 533.4569 - logits_profile_predictions_loss: 512.9020 - logcount_predictions_loss: 0.5958 248/1517 [===>..........................] - ETA: 3:21 - loss: 533.4556 - logits_profile_predictions_loss: 512.8969 - logcount_predictions_loss: 0.5959 249/1517 [===>..........................] - ETA: 3:21 - loss: 533.4534 - logits_profile_predictions_loss: 512.8910 - logcount_predictions_loss: 0.5960 250/1517 [===>..........................] - ETA: 3:21 - loss: 533.4528 - logits_profile_predictions_loss: 512.8868 - logcount_predictions_loss: 0.5961 251/1517 [===>..........................] - ETA: 3:21 - loss: 533.4519 - logits_profile_predictions_loss: 512.8823 - logcount_predictions_loss: 0.5962 252/1517 [===>..........................] - ETA: 3:20 - loss: 533.4502 - logits_profile_predictions_loss: 512.8768 - logcount_predictions_loss: 0.5963 253/1517 [====>.........................] - ETA: 3:20 - loss: 533.4486 - logits_profile_predictions_loss: 512.8714 - logcount_predictions_loss: 0.5964 254/1517 [====>.........................] - ETA: 3:20 - loss: 533.4468 - logits_profile_predictions_loss: 512.8660 - logcount_predictions_loss: 0.5965 255/1517 [====>.........................] - ETA: 3:20 - loss: 533.4452 - logits_profile_predictions_loss: 512.8608 - logcount_predictions_loss: 0.5966 256/1517 [====>.........................] - ETA: 3:20 - loss: 533.4438 - logits_profile_predictions_loss: 512.8559 - logcount_predictions_loss: 0.5968 257/1517 [====>.........................] - ETA: 3:20 - loss: 533.4413 - logits_profile_predictions_loss: 512.8498 - logcount_predictions_loss: 0.5969 258/1517 [====>.........................] - ETA: 3:19 - loss: 533.4377 - logits_profile_predictions_loss: 512.8427 - logcount_predictions_loss: 0.5970 259/1517 [====>.........................] - ETA: 3:19 - loss: 533.4338 - logits_profile_predictions_loss: 512.8353 - logcount_predictions_loss: 0.5971 260/1517 [====>.........................] - ETA: 3:19 - loss: 533.4314 - logits_profile_predictions_loss: 512.8296 - logcount_predictions_loss: 0.5972 261/1517 [====>.........................] - ETA: 3:19 - loss: 533.4289 - logits_profile_predictions_loss: 512.8236 - logcount_predictions_loss: 0.5973 262/1517 [====>.........................] - ETA: 3:19 - loss: 533.4257 - logits_profile_predictions_loss: 512.8171 - logcount_predictions_loss: 0.5974 263/1517 [====>.........................] - ETA: 3:19 - loss: 533.4221 - logits_profile_predictions_loss: 512.8102 - logcount_predictions_loss: 0.5974 264/1517 [====>.........................] - ETA: 3:18 - loss: 533.4186 - logits_profile_predictions_loss: 512.8033 - logcount_predictions_loss: 0.5975 265/1517 [====>.........................] - ETA: 3:18 - loss: 533.4168 - logits_profile_predictions_loss: 512.7982 - logcount_predictions_loss: 0.5976 266/1517 [====>.........................] - ETA: 3:18 - loss: 533.4141 - logits_profile_predictions_loss: 512.7923 - logcount_predictions_loss: 0.5977 267/1517 [====>.........................] - ETA: 3:18 - loss: 533.4103 - logits_profile_predictions_loss: 512.7854 - logcount_predictions_loss: 0.5978 268/1517 [====>.........................] - ETA: 3:18 - loss: 533.4063 - logits_profile_predictions_loss: 512.7782 - logcount_predictions_loss: 0.5979 269/1517 [====>.........................] - ETA: 3:18 - loss: 533.4018 - logits_profile_predictions_loss: 512.7705 - logcount_predictions_loss: 0.5980 270/1517 [====>.........................] - ETA: 3:18 - loss: 533.3975 - logits_profile_predictions_loss: 512.7631 - logcount_predictions_loss: 0.5981 271/1517 [====>.........................] - ETA: 3:17 - loss: 533.3920 - logits_profile_predictions_loss: 512.7544 - logcount_predictions_loss: 0.5982 272/1517 [====>.........................] - ETA: 3:17 - loss: 533.3862 - logits_profile_predictions_loss: 512.7454 - logcount_predictions_loss: 0.5983 273/1517 [====>.........................] - ETA: 3:17 - loss: 533.3805 - logits_profile_predictions_loss: 512.7365 - logcount_predictions_loss: 0.5984 274/1517 [====>.........................] - ETA: 3:17 - loss: 533.3750 - logits_profile_predictions_loss: 512.7278 - logcount_predictions_loss: 0.5985 275/1517 [====>.........................] - ETA: 3:17 - loss: 533.3702 - logits_profile_predictions_loss: 512.7195 - logcount_predictions_loss: 0.5986 276/1517 [====>.........................] - ETA: 3:17 - loss: 533.3638 - logits_profile_predictions_loss: 512.7096 - logcount_predictions_loss: 0.5987 277/1517 [====>.........................] - ETA: 3:16 - loss: 533.3571 - logits_profile_predictions_loss: 512.6995 - logcount_predictions_loss: 0.5988 278/1517 [====>.........................] - ETA: 3:16 - loss: 533.3506 - logits_profile_predictions_loss: 512.6896 - logcount_predictions_loss: 0.5989 279/1517 [====>.........................] - ETA: 3:16 - loss: 533.3430 - logits_profile_predictions_loss: 512.6786 - logcount_predictions_loss: 0.5990 280/1517 [====>.........................] - ETA: 3:16 - loss: 533.3366 - logits_profile_predictions_loss: 512.6688 - logcount_predictions_loss: 0.5991 281/1517 [====>.........................] - ETA: 3:16 - loss: 533.3306 - logits_profile_predictions_loss: 512.6597 - logcount_predictions_loss: 0.5992 282/1517 [====>.........................] - ETA: 3:16 - loss: 533.3236 - logits_profile_predictions_loss: 512.6494 - logcount_predictions_loss: 0.5993 283/1517 [====>.........................] - ETA: 3:15 - loss: 533.3164 - logits_profile_predictions_loss: 512.6390 - logcount_predictions_loss: 0.5993 284/1517 [====>.........................] - ETA: 3:15 - loss: 533.3090 - logits_profile_predictions_loss: 512.6283 - logcount_predictions_loss: 0.5994 285/1517 [====>.........................] - ETA: 3:15 - loss: 533.3015 - logits_profile_predictions_loss: 512.6176 - logcount_predictions_loss: 0.5995 286/1517 [====>.........................] - ETA: 3:15 - loss: 533.2941 - logits_profile_predictions_loss: 512.6071 - logcount_predictions_loss: 0.5996 287/1517 [====>.........................] - ETA: 3:15 - loss: 533.2874 - logits_profile_predictions_loss: 512.5973 - logcount_predictions_loss: 0.5997 288/1517 [====>.........................] - ETA: 3:15 - loss: 533.2807 - logits_profile_predictions_loss: 512.5876 - logcount_predictions_loss: 0.5998 289/1517 [====>.........................] - ETA: 3:15 - loss: 533.2739 - logits_profile_predictions_loss: 512.5777 - logcount_predictions_loss: 0.5999 290/1517 [====>.........................] - ETA: 3:14 - loss: 533.2670 - logits_profile_predictions_loss: 512.5679 - logcount_predictions_loss: 0.6000 291/1517 [====>.........................] - ETA: 3:14 - loss: 533.2605 - logits_profile_predictions_loss: 512.5584 - logcount_predictions_loss: 0.6001 292/1517 [====>.........................] - ETA: 3:14 - loss: 533.2542 - logits_profile_predictions_loss: 512.5493 - logcount_predictions_loss: 0.6001 293/1517 [====>.........................] - ETA: 3:14 - loss: 533.2481 - logits_profile_predictions_loss: 512.5403 - logcount_predictions_loss: 0.6002 294/1517 [====>.........................] - ETA: 3:14 - loss: 533.2424 - logits_profile_predictions_loss: 512.5319 - logcount_predictions_loss: 0.6003 295/1517 [====>.........................] - ETA: 3:14 - loss: 533.2360 - logits_profile_predictions_loss: 512.5227 - logcount_predictions_loss: 0.6004 296/1517 [====>.........................] - ETA: 3:13 - loss: 533.2293 - logits_profile_predictions_loss: 512.5133 - logcount_predictions_loss: 0.6005 297/1517 [====>.........................] - ETA: 3:13 - loss: 533.2231 - logits_profile_predictions_loss: 512.5045 - logcount_predictions_loss: 0.6005 298/1517 [====>.........................] - ETA: 3:13 - loss: 533.2167 - logits_profile_predictions_loss: 512.4955 - logcount_predictions_loss: 0.6006 299/1517 [====>.........................] - ETA: 3:13 - loss: 533.2106 - logits_profile_predictions_loss: 512.4868 - logcount_predictions_loss: 0.6007 300/1517 [====>.........................] - ETA: 3:13 - loss: 533.2041 - logits_profile_predictions_loss: 512.4779 - logcount_predictions_loss: 0.6008 301/1517 [====>.........................] - ETA: 3:13 - loss: 533.1980 - logits_profile_predictions_loss: 512.4695 - logcount_predictions_loss: 0.6008 302/1517 [====>.........................] - ETA: 3:12 - loss: 533.1916 - logits_profile_predictions_loss: 512.4607 - logcount_predictions_loss: 0.6009 303/1517 [====>.........................] - ETA: 3:12 - loss: 533.1859 - logits_profile_predictions_loss: 512.4527 - logcount_predictions_loss: 0.6010 304/1517 [=====>........................] - ETA: 3:12 - loss: 533.1797 - logits_profile_predictions_loss: 512.4440 - logcount_predictions_loss: 0.6010 305/1517 [=====>........................] - ETA: 3:12 - loss: 533.1739 - logits_profile_predictions_loss: 512.4358 - logcount_predictions_loss: 0.6011 306/1517 [=====>........................] - ETA: 3:12 - loss: 533.1696 - logits_profile_predictions_loss: 512.4289 - logcount_predictions_loss: 0.6012 307/1517 [=====>........................] - ETA: 3:12 - loss: 533.1660 - logits_profile_predictions_loss: 512.4227 - logcount_predictions_loss: 0.6013 308/1517 [=====>........................] - ETA: 3:12 - loss: 533.1618 - logits_profile_predictions_loss: 512.4159 - logcount_predictions_loss: 0.6013 309/1517 [=====>........................] - ETA: 3:11 - loss: 533.1573 - logits_profile_predictions_loss: 512.4089 - logcount_predictions_loss: 0.6014 310/1517 [=====>........................] - ETA: 3:11 - loss: 533.1528 - logits_profile_predictions_loss: 512.4019 - logcount_predictions_loss: 0.6015 311/1517 [=====>........................] - ETA: 3:11 - loss: 533.1476 - logits_profile_predictions_loss: 512.3943 - logcount_predictions_loss: 0.6015 312/1517 [=====>........................] - ETA: 3:11 - loss: 533.1424 - logits_profile_predictions_loss: 512.3866 - logcount_predictions_loss: 0.6016 313/1517 [=====>........................] - ETA: 3:11 - loss: 533.1379 - logits_profile_predictions_loss: 512.3795 - logcount_predictions_loss: 0.6017 314/1517 [=====>........................] - ETA: 3:11 - loss: 533.1338 - logits_profile_predictions_loss: 512.3731 - logcount_predictions_loss: 0.6018 315/1517 [=====>........................] - ETA: 3:10 - loss: 533.1295 - logits_profile_predictions_loss: 512.3664 - logcount_predictions_loss: 0.6018 316/1517 [=====>........................] - ETA: 3:10 - loss: 533.1250 - logits_profile_predictions_loss: 512.3594 - logcount_predictions_loss: 0.6019 317/1517 [=====>........................] - ETA: 3:10 - loss: 533.1194 - logits_profile_predictions_loss: 512.3515 - logcount_predictions_loss: 0.6020 318/1517 [=====>........................] - ETA: 3:10 - loss: 533.1133 - logits_profile_predictions_loss: 512.3430 - logcount_predictions_loss: 0.6020 319/1517 [=====>........................] - ETA: 3:10 - loss: 533.1068 - 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[..............................] - ETA: 3:57 - loss: 553.3127 - logits_profile_predictions_loss: 534.5929 - logcount_predictions_loss: 0.5426 19/1517 [..............................] - ETA: 3:56 - loss: 552.3200 - logits_profile_predictions_loss: 533.5625 - logcount_predictions_loss: 0.5437 20/1517 [..............................] - ETA: 3:56 - loss: 551.3851 - logits_profile_predictions_loss: 532.6032 - logcount_predictions_loss: 0.5444 21/1517 [..............................] - ETA: 3:56 - loss: 550.4345 - logits_profile_predictions_loss: 531.6339 - logcount_predictions_loss: 0.5449 22/1517 [..............................] - ETA: 3:56 - loss: 549.6426 - logits_profile_predictions_loss: 530.8180 - logcount_predictions_loss: 0.5456 23/1517 [..............................] - ETA: 3:56 - loss: 548.7274 - logits_profile_predictions_loss: 529.8789 - logcount_predictions_loss: 0.5463 24/1517 [..............................] - ETA: 3:56 - loss: 548.0275 - logits_profile_predictions_loss: 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[>.............................] - ETA: 3:52 - loss: 537.5455 - logits_profile_predictions_loss: 518.4222 - logcount_predictions_loss: 0.5543 52/1517 [>.............................] - ETA: 3:51 - loss: 537.3553 - logits_profile_predictions_loss: 518.2285 - logcount_predictions_loss: 0.5544 53/1517 [>.............................] - ETA: 3:51 - loss: 537.1889 - logits_profile_predictions_loss: 518.0581 - logcount_predictions_loss: 0.5545 54/1517 [>.............................] - ETA: 3:51 - loss: 537.0182 - logits_profile_predictions_loss: 517.8785 - logcount_predictions_loss: 0.5548 55/1517 [>.............................] - ETA: 3:51 - loss: 536.8518 - logits_profile_predictions_loss: 517.7021 - logcount_predictions_loss: 0.5551 56/1517 [>.............................] - ETA: 3:51 - loss: 536.6756 - logits_profile_predictions_loss: 517.5174 - logcount_predictions_loss: 0.5553 57/1517 [>.............................] - ETA: 3:51 - loss: 536.5165 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 512.6294 - logcount_predictions_loss: 0.5644 111/1517 [=>............................] - ETA: 3:42 - loss: 532.0834 - logits_profile_predictions_loss: 512.6082 - logcount_predictions_loss: 0.5645 112/1517 [=>............................] - ETA: 3:42 - loss: 532.0743 - logits_profile_predictions_loss: 512.5945 - logcount_predictions_loss: 0.5646 113/1517 [=>............................] - ETA: 3:42 - loss: 532.0573 - logits_profile_predictions_loss: 512.5721 - logcount_predictions_loss: 0.5648 114/1517 [=>............................] - ETA: 3:42 - loss: 532.0416 - logits_profile_predictions_loss: 512.5516 - logcount_predictions_loss: 0.5649 115/1517 [=>............................] - ETA: 3:42 - loss: 532.0277 - logits_profile_predictions_loss: 512.5328 - logcount_predictions_loss: 0.5651 116/1517 [=>............................] - ETA: 3:41 - loss: 532.0120 - logits_profile_predictions_loss: 512.5122 - logcount_predictions_loss: 0.5652 117/1517 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[=>............................] - ETA: 3:39 - loss: 531.8217 - logits_profile_predictions_loss: 512.2592 - logcount_predictions_loss: 0.5670 131/1517 [=>............................] - ETA: 3:39 - loss: 531.8061 - logits_profile_predictions_loss: 512.2402 - logcount_predictions_loss: 0.5671 132/1517 [=>............................] - ETA: 3:39 - loss: 531.7943 - logits_profile_predictions_loss: 512.2253 - logcount_predictions_loss: 0.5672 133/1517 [=>............................] - ETA: 3:39 - loss: 531.7799 - logits_profile_predictions_loss: 512.2077 - logcount_predictions_loss: 0.5673 134/1517 [=>............................] - ETA: 3:39 - loss: 531.7674 - logits_profile_predictions_loss: 512.1919 - logcount_predictions_loss: 0.5674 135/1517 [=>............................] - ETA: 3:38 - loss: 531.7574 - logits_profile_predictions_loss: 512.1783 - logcount_predictions_loss: 0.5675 136/1517 [=>............................] - ETA: 3:38 - loss: 531.7503 - 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[=>............................] - ETA: 3:37 - loss: 531.6648 - logits_profile_predictions_loss: 512.0567 - logcount_predictions_loss: 0.5684 144/1517 [=>............................] - ETA: 3:37 - loss: 531.6549 - logits_profile_predictions_loss: 512.0427 - logcount_predictions_loss: 0.5685 145/1517 [=>............................] - ETA: 3:37 - loss: 531.6466 - logits_profile_predictions_loss: 512.0302 - logcount_predictions_loss: 0.5686 146/1517 [=>............................] - ETA: 3:37 - loss: 531.6402 - logits_profile_predictions_loss: 512.0196 - logcount_predictions_loss: 0.5687 147/1517 [=>............................] - ETA: 3:37 - loss: 531.6322 - logits_profile_predictions_loss: 512.0074 - logcount_predictions_loss: 0.5688 148/1517 [=>............................] - ETA: 3:36 - loss: 531.6256 - logits_profile_predictions_loss: 511.9964 - logcount_predictions_loss: 0.5690 149/1517 [=>............................] - ETA: 3:36 - loss: 531.6187 - 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logits_profile_predictions_loss: 511.4795 - logcount_predictions_loss: 0.5723 202/1517 [==>...........................] - ETA: 3:28 - loss: 531.2167 - logits_profile_predictions_loss: 511.4697 - logcount_predictions_loss: 0.5724 203/1517 [===>..........................] - ETA: 3:28 - loss: 531.2065 - logits_profile_predictions_loss: 511.4583 - logcount_predictions_loss: 0.5724 204/1517 [===>..........................] - ETA: 3:28 - loss: 531.1960 - logits_profile_predictions_loss: 511.4465 - logcount_predictions_loss: 0.5725 205/1517 [===>..........................] - ETA: 3:28 - loss: 531.1851 - logits_profile_predictions_loss: 511.4343 - logcount_predictions_loss: 0.5725 206/1517 [===>..........................] - ETA: 3:27 - loss: 531.1738 - logits_profile_predictions_loss: 511.4220 - logcount_predictions_loss: 0.5725 207/1517 [===>..........................] - ETA: 3:27 - loss: 531.1640 - logits_profile_predictions_loss: 511.4112 - logcount_predictions_loss: 0.5726 208/1517 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[===>..........................] - ETA: 3:25 - loss: 531.1321 - logits_profile_predictions_loss: 511.3705 - logcount_predictions_loss: 0.5728 222/1517 [===>..........................] - ETA: 3:25 - loss: 531.1305 - logits_profile_predictions_loss: 511.3685 - logcount_predictions_loss: 0.5728 223/1517 [===>..........................] - ETA: 3:25 - loss: 531.1298 - logits_profile_predictions_loss: 511.3675 - logcount_predictions_loss: 0.5728 224/1517 [===>..........................] - ETA: 3:25 - loss: 531.1299 - logits_profile_predictions_loss: 511.3674 - logcount_predictions_loss: 0.5728 225/1517 [===>..........................] - ETA: 3:24 - loss: 531.1305 - logits_profile_predictions_loss: 511.3680 - logcount_predictions_loss: 0.5728 226/1517 [===>..........................] - ETA: 3:24 - loss: 531.1287 - logits_profile_predictions_loss: 511.3661 - logcount_predictions_loss: 0.5728 227/1517 [===>..........................] - ETA: 3:24 - loss: 531.1249 - 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[===>..........................] - ETA: 3:23 - loss: 531.0675 - logits_profile_predictions_loss: 511.3057 - logcount_predictions_loss: 0.5728 235/1517 [===>..........................] - ETA: 3:23 - loss: 531.0571 - logits_profile_predictions_loss: 511.2951 - logcount_predictions_loss: 0.5728 236/1517 [===>..........................] - ETA: 3:23 - loss: 531.0463 - logits_profile_predictions_loss: 511.2840 - logcount_predictions_loss: 0.5728 237/1517 [===>..........................] - ETA: 3:23 - loss: 531.0370 - logits_profile_predictions_loss: 511.2744 - logcount_predictions_loss: 0.5728 238/1517 [===>..........................] - ETA: 3:22 - loss: 531.0275 - logits_profile_predictions_loss: 511.2646 - logcount_predictions_loss: 0.5728 239/1517 [===>..........................] - ETA: 3:22 - loss: 531.0175 - logits_profile_predictions_loss: 511.2539 - logcount_predictions_loss: 0.5729 240/1517 [===>..........................] - ETA: 3:22 - loss: 531.0073 - 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[===>..........................] - ETA: 3:21 - loss: 530.9338 - logits_profile_predictions_loss: 511.1674 - logcount_predictions_loss: 0.5729 248/1517 [===>..........................] - ETA: 3:21 - loss: 530.9243 - logits_profile_predictions_loss: 511.1576 - logcount_predictions_loss: 0.5730 249/1517 [===>..........................] - ETA: 3:21 - loss: 530.9149 - logits_profile_predictions_loss: 511.1478 - logcount_predictions_loss: 0.5730 250/1517 [===>..........................] - ETA: 3:20 - loss: 530.9068 - logits_profile_predictions_loss: 511.1392 - logcount_predictions_loss: 0.5730 251/1517 [===>..........................] - ETA: 3:20 - loss: 530.8985 - logits_profile_predictions_loss: 511.1305 - logcount_predictions_loss: 0.5730 252/1517 [===>..........................] - ETA: 3:20 - loss: 530.8903 - logits_profile_predictions_loss: 511.1220 - logcount_predictions_loss: 0.5730 253/1517 [====>.........................] - ETA: 3:20 - loss: 530.8827 - 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[====>.........................] - ETA: 3:19 - loss: 530.8465 - logits_profile_predictions_loss: 511.0761 - logcount_predictions_loss: 0.5731 261/1517 [====>.........................] - ETA: 3:19 - loss: 530.8407 - logits_profile_predictions_loss: 511.0703 - logcount_predictions_loss: 0.5731 262/1517 [====>.........................] - ETA: 3:19 - loss: 530.8357 - logits_profile_predictions_loss: 511.0652 - logcount_predictions_loss: 0.5731 263/1517 [====>.........................] - ETA: 3:18 - loss: 530.8306 - logits_profile_predictions_loss: 511.0600 - logcount_predictions_loss: 0.5731 264/1517 [====>.........................] - ETA: 3:18 - loss: 530.8252 - logits_profile_predictions_loss: 511.0545 - logcount_predictions_loss: 0.5731 265/1517 [====>.........................] - ETA: 3:18 - loss: 530.8194 - logits_profile_predictions_loss: 511.0488 - logcount_predictions_loss: 0.5731 266/1517 [====>.........................] - ETA: 3:18 - loss: 530.8150 - 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[====>.........................] - ETA: 3:17 - loss: 530.7911 - logits_profile_predictions_loss: 511.0212 - logcount_predictions_loss: 0.5730 274/1517 [====>.........................] - ETA: 3:17 - loss: 530.7890 - logits_profile_predictions_loss: 511.0192 - logcount_predictions_loss: 0.5730 275/1517 [====>.........................] - ETA: 3:17 - loss: 530.7875 - logits_profile_predictions_loss: 511.0177 - logcount_predictions_loss: 0.5730 276/1517 [====>.........................] - ETA: 3:16 - loss: 530.7863 - logits_profile_predictions_loss: 511.0165 - logcount_predictions_loss: 0.5730 277/1517 [====>.........................] - ETA: 3:16 - loss: 530.7852 - logits_profile_predictions_loss: 511.0153 - logcount_predictions_loss: 0.5730 278/1517 [====>.........................] - ETA: 3:16 - loss: 530.7838 - logits_profile_predictions_loss: 511.0137 - logcount_predictions_loss: 0.5731 279/1517 [====>.........................] - ETA: 3:16 - loss: 530.7829 - 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[====>.........................] - ETA: 3:15 - loss: 530.7774 - logits_profile_predictions_loss: 511.0045 - logcount_predictions_loss: 0.5731 287/1517 [====>.........................] - ETA: 3:15 - loss: 530.7778 - logits_profile_predictions_loss: 511.0045 - logcount_predictions_loss: 0.5731 288/1517 [====>.........................] - ETA: 3:14 - loss: 530.7780 - logits_profile_predictions_loss: 511.0043 - logcount_predictions_loss: 0.5732 289/1517 [====>.........................] - ETA: 3:14 - loss: 530.7790 - logits_profile_predictions_loss: 511.0049 - logcount_predictions_loss: 0.5732 290/1517 [====>.........................] - ETA: 3:14 - loss: 530.7793 - logits_profile_predictions_loss: 511.0050 - logcount_predictions_loss: 0.5732 291/1517 [====>.........................] - ETA: 3:14 - loss: 530.7794 - logits_profile_predictions_loss: 511.0048 - logcount_predictions_loss: 0.5732 292/1517 [====>.........................] - ETA: 3:14 - loss: 530.7796 - 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[====>.........................] - ETA: 3:13 - loss: 530.7770 - logits_profile_predictions_loss: 510.9999 - logcount_predictions_loss: 0.5733 300/1517 [====>.........................] - ETA: 3:13 - loss: 530.7774 - logits_profile_predictions_loss: 510.9998 - logcount_predictions_loss: 0.5733 301/1517 [====>.........................] - ETA: 3:12 - loss: 530.7782 - logits_profile_predictions_loss: 511.0003 - logcount_predictions_loss: 0.5733 302/1517 [====>.........................] - ETA: 3:12 - loss: 530.7790 - logits_profile_predictions_loss: 511.0006 - logcount_predictions_loss: 0.5733 303/1517 [====>.........................] - ETA: 3:12 - loss: 530.7796 - logits_profile_predictions_loss: 511.0007 - logcount_predictions_loss: 0.5733 304/1517 [=====>........................] - ETA: 3:12 - loss: 530.7798 - logits_profile_predictions_loss: 511.0003 - logcount_predictions_loss: 0.5733 305/1517 [=====>........................] - ETA: 3:12 - loss: 530.7795 - 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[=====>........................] - ETA: 3:11 - loss: 530.7710 - logits_profile_predictions_loss: 510.9862 - logcount_predictions_loss: 0.5735 313/1517 [=====>........................] - ETA: 3:11 - loss: 530.7685 - logits_profile_predictions_loss: 510.9829 - logcount_predictions_loss: 0.5735 314/1517 [=====>........................] - ETA: 3:10 - loss: 530.7654 - logits_profile_predictions_loss: 510.9790 - logcount_predictions_loss: 0.5735 315/1517 [=====>........................] - ETA: 3:10 - loss: 530.7616 - logits_profile_predictions_loss: 510.9743 - logcount_predictions_loss: 0.5736 316/1517 [=====>........................] - ETA: 3:10 - loss: 530.7576 - logits_profile_predictions_loss: 510.9693 - logcount_predictions_loss: 0.5736 317/1517 [=====>........................] - ETA: 3:10 - loss: 530.7537 - logits_profile_predictions_loss: 510.9646 - logcount_predictions_loss: 0.5736 318/1517 [=====>........................] - ETA: 3:10 - loss: 530.7495 - 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[=====>........................] - ETA: 3:09 - loss: 530.7278 - logits_profile_predictions_loss: 510.9311 - logcount_predictions_loss: 0.5738 326/1517 [=====>........................] - ETA: 3:09 - loss: 530.7257 - logits_profile_predictions_loss: 510.9280 - logcount_predictions_loss: 0.5739 327/1517 [=====>........................] - ETA: 3:08 - loss: 530.7242 - logits_profile_predictions_loss: 510.9254 - logcount_predictions_loss: 0.5739 328/1517 [=====>........................] - ETA: 3:08 - loss: 530.7226 - logits_profile_predictions_loss: 510.9228 - logcount_predictions_loss: 0.5739 329/1517 [=====>........................] - ETA: 3:08 - loss: 530.7215 - logits_profile_predictions_loss: 510.9206 - logcount_predictions_loss: 0.5739 330/1517 [=====>........................] - ETA: 3:08 - loss: 530.7211 - logits_profile_predictions_loss: 510.9192 - logcount_predictions_loss: 0.5740 331/1517 [=====>........................] - ETA: 3:08 - loss: 530.7206 - logits_profile_predictions_loss: 510.9177 - logcount_predictions_loss: 0.5740 332/1517 [=====>........................] - ETA: 3:08 - loss: 530.7202 - logits_profile_predictions_loss: 510.9165 - logcount_predictions_loss: 0.5740 333/1517 [=====>........................] - ETA: 3:07 - loss: 530.7190 - logits_profile_predictions_loss: 510.9143 - logcount_predictions_loss: 0.5741 334/1517 [=====>........................] - ETA: 3:07 - loss: 530.7180 - logits_profile_predictions_loss: 510.9125 - logcount_predictions_loss: 0.5741 335/1517 [=====>........................] - ETA: 3:07 - loss: 530.7171 - logits_profile_predictions_loss: 510.9108 - logcount_predictions_loss: 0.5741 336/1517 [=====>........................] - ETA: 3:07 - loss: 530.7165 - logits_profile_predictions_loss: 510.9094 - logcount_predictions_loss: 0.5741 337/1517 [=====>........................] - ETA: 3:07 - loss: 530.7157 - logits_profile_predictions_loss: 510.9080 - logcount_predictions_loss: 0.5741 338/1517 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[..............................] - ETA: 3:44 - loss: 532.5006 - logits_profile_predictions_loss: 513.8219 - logcount_predictions_loss: 0.5414 19/1517 [..............................] - ETA: 3:45 - loss: 532.5886 - logits_profile_predictions_loss: 513.9128 - logcount_predictions_loss: 0.5413 20/1517 [..............................] - ETA: 3:45 - loss: 532.7128 - logits_profile_predictions_loss: 514.0525 - logcount_predictions_loss: 0.5409 21/1517 [..............................] - ETA: 3:46 - loss: 532.8120 - logits_profile_predictions_loss: 514.1752 - logcount_predictions_loss: 0.5402 22/1517 [..............................] - ETA: 3:46 - loss: 532.7510 - logits_profile_predictions_loss: 514.1397 - logcount_predictions_loss: 0.5395 23/1517 [..............................] - ETA: 3:46 - loss: 532.6506 - logits_profile_predictions_loss: 514.0462 - logcount_predictions_loss: 0.5393 24/1517 [..............................] - ETA: 3:47 - loss: 532.4477 - logits_profile_predictions_loss: 513.8484 - logcount_predictions_loss: 0.5391 25/1517 [..............................] - ETA: 3:47 - loss: 532.2443 - logits_profile_predictions_loss: 513.6422 - logcount_predictions_loss: 0.5392 26/1517 [..............................] - ETA: 3:47 - loss: 531.9900 - logits_profile_predictions_loss: 513.3868 - logcount_predictions_loss: 0.5392 27/1517 [..............................] - ETA: 3:47 - loss: 531.6617 - logits_profile_predictions_loss: 513.0646 - logcount_predictions_loss: 0.5390 28/1517 [..............................] - ETA: 3:47 - loss: 531.3926 - logits_profile_predictions_loss: 512.8010 - logcount_predictions_loss: 0.5389 29/1517 [..............................] - ETA: 3:47 - loss: 531.1063 - logits_profile_predictions_loss: 512.5250 - logcount_predictions_loss: 0.5386 30/1517 [..............................] - ETA: 3:47 - loss: 530.8191 - logits_profile_predictions_loss: 512.2496 - logcount_predictions_loss: 0.5382 31/1517 [..............................] - ETA: 3:47 - 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[>.............................] - ETA: 3:47 - loss: 527.5376 - logits_profile_predictions_loss: 509.0181 - logcount_predictions_loss: 0.5368 52/1517 [>.............................] - ETA: 3:47 - loss: 527.4480 - logits_profile_predictions_loss: 508.9260 - logcount_predictions_loss: 0.5369 53/1517 [>.............................] - ETA: 3:47 - loss: 527.3643 - logits_profile_predictions_loss: 508.8404 - logcount_predictions_loss: 0.5369 54/1517 [>.............................] - ETA: 3:47 - loss: 527.2756 - logits_profile_predictions_loss: 508.7520 - logcount_predictions_loss: 0.5369 55/1517 [>.............................] - ETA: 3:47 - loss: 527.2170 - logits_profile_predictions_loss: 508.6911 - logcount_predictions_loss: 0.5370 56/1517 [>.............................] - ETA: 3:47 - loss: 527.1549 - logits_profile_predictions_loss: 508.6255 - logcount_predictions_loss: 0.5371 57/1517 [>.............................] - ETA: 3:47 - loss: 527.0988 - logits_profile_predictions_loss: 508.5652 - logcount_predictions_loss: 0.5372 58/1517 [>.............................] - ETA: 3:47 - loss: 527.0238 - logits_profile_predictions_loss: 508.4869 - logcount_predictions_loss: 0.5373 59/1517 [>.............................] - ETA: 3:46 - loss: 526.9685 - logits_profile_predictions_loss: 508.4282 - logcount_predictions_loss: 0.5374 60/1517 [>.............................] - ETA: 3:46 - loss: 526.9018 - logits_profile_predictions_loss: 508.3594 - logcount_predictions_loss: 0.5375 61/1517 [>.............................] - ETA: 3:46 - loss: 526.8317 - logits_profile_predictions_loss: 508.2877 - logcount_predictions_loss: 0.5375 62/1517 [>.............................] - ETA: 3:46 - loss: 526.7480 - logits_profile_predictions_loss: 508.2027 - logcount_predictions_loss: 0.5375 63/1517 [>.............................] - ETA: 3:46 - loss: 526.6756 - logits_profile_predictions_loss: 508.1283 - logcount_predictions_loss: 0.5376 64/1517 [>.............................] - ETA: 3:46 - 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[===>..........................] - ETA: 3:20 - loss: 520.2450 - logits_profile_predictions_loss: 502.0453 - logcount_predictions_loss: 0.5275 248/1517 [===>..........................] - ETA: 3:20 - loss: 520.2265 - logits_profile_predictions_loss: 502.0288 - logcount_predictions_loss: 0.5275 249/1517 [===>..........................] - ETA: 3:19 - loss: 520.2079 - logits_profile_predictions_loss: 502.0121 - logcount_predictions_loss: 0.5274 250/1517 [===>..........................] - ETA: 3:19 - loss: 520.1907 - logits_profile_predictions_loss: 501.9970 - logcount_predictions_loss: 0.5274 251/1517 [===>..........................] - ETA: 3:19 - loss: 520.1749 - logits_profile_predictions_loss: 501.9831 - logcount_predictions_loss: 0.5273 252/1517 [===>..........................] - ETA: 3:19 - loss: 520.1599 - logits_profile_predictions_loss: 501.9699 - logcount_predictions_loss: 0.5272 253/1517 [====>.........................] - ETA: 3:19 - loss: 520.1446 - 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[====>.........................] - ETA: 3:18 - loss: 520.0496 - logits_profile_predictions_loss: 501.8750 - logcount_predictions_loss: 0.5268 261/1517 [====>.........................] - ETA: 3:18 - loss: 520.0380 - logits_profile_predictions_loss: 501.8654 - logcount_predictions_loss: 0.5267 262/1517 [====>.........................] - ETA: 3:17 - loss: 520.0273 - logits_profile_predictions_loss: 501.8569 - logcount_predictions_loss: 0.5267 263/1517 [====>.........................] - ETA: 3:17 - loss: 520.0173 - logits_profile_predictions_loss: 501.8491 - logcount_predictions_loss: 0.5266 264/1517 [====>.........................] - ETA: 3:17 - loss: 520.0077 - logits_profile_predictions_loss: 501.8416 - logcount_predictions_loss: 0.5266 265/1517 [====>.........................] - ETA: 3:17 - loss: 519.9980 - logits_profile_predictions_loss: 501.8341 - logcount_predictions_loss: 0.5265 266/1517 [====>.........................] - ETA: 3:17 - loss: 519.9884 - 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[====>.........................] - ETA: 3:16 - loss: 519.9182 - logits_profile_predictions_loss: 501.7688 - logcount_predictions_loss: 0.5261 274/1517 [====>.........................] - ETA: 3:16 - loss: 519.9099 - logits_profile_predictions_loss: 501.7623 - logcount_predictions_loss: 0.5260 275/1517 [====>.........................] - ETA: 3:15 - loss: 519.9010 - logits_profile_predictions_loss: 501.7552 - logcount_predictions_loss: 0.5260 276/1517 [====>.........................] - ETA: 3:15 - loss: 519.8918 - logits_profile_predictions_loss: 501.7478 - logcount_predictions_loss: 0.5259 277/1517 [====>.........................] - ETA: 3:15 - loss: 519.8827 - logits_profile_predictions_loss: 501.7405 - logcount_predictions_loss: 0.5259 278/1517 [====>.........................] - ETA: 3:15 - loss: 519.8732 - logits_profile_predictions_loss: 501.7327 - logcount_predictions_loss: 0.5258 279/1517 [====>.........................] - ETA: 3:15 - loss: 519.8633 - 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[====>.........................] - ETA: 3:14 - loss: 519.8059 - logits_profile_predictions_loss: 501.6773 - logcount_predictions_loss: 0.5255 287/1517 [====>.........................] - ETA: 3:14 - loss: 519.7977 - logits_profile_predictions_loss: 501.6705 - logcount_predictions_loss: 0.5254 288/1517 [====>.........................] - ETA: 3:13 - loss: 519.7891 - logits_profile_predictions_loss: 501.6635 - logcount_predictions_loss: 0.5254 289/1517 [====>.........................] - ETA: 3:13 - loss: 519.7809 - logits_profile_predictions_loss: 501.6567 - logcount_predictions_loss: 0.5253 290/1517 [====>.........................] - ETA: 3:13 - loss: 519.7724 - logits_profile_predictions_loss: 501.6497 - logcount_predictions_loss: 0.5253 291/1517 [====>.........................] - ETA: 3:13 - loss: 519.7643 - logits_profile_predictions_loss: 501.6431 - logcount_predictions_loss: 0.5253 292/1517 [====>.........................] - ETA: 3:13 - loss: 519.7551 - 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[====>.........................] - ETA: 3:12 - loss: 519.7019 - logits_profile_predictions_loss: 501.5917 - logcount_predictions_loss: 0.5249 300/1517 [====>.........................] - ETA: 3:12 - loss: 519.6947 - logits_profile_predictions_loss: 501.5859 - logcount_predictions_loss: 0.5249 301/1517 [====>.........................] - ETA: 3:11 - loss: 519.6875 - logits_profile_predictions_loss: 501.5800 - logcount_predictions_loss: 0.5249 302/1517 [====>.........................] - ETA: 3:11 - loss: 519.6799 - logits_profile_predictions_loss: 501.5738 - logcount_predictions_loss: 0.5248 303/1517 [====>.........................] - ETA: 3:11 - loss: 519.6728 - logits_profile_predictions_loss: 501.5682 - logcount_predictions_loss: 0.5248 304/1517 [=====>........................] - ETA: 3:11 - loss: 519.6658 - logits_profile_predictions_loss: 501.5628 - logcount_predictions_loss: 0.5247 305/1517 [=====>........................] - ETA: 3:11 - loss: 519.6589 - 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[=====>........................] - ETA: 3:10 - loss: 519.6079 - logits_profile_predictions_loss: 501.5162 - logcount_predictions_loss: 0.5244 313/1517 [=====>........................] - ETA: 3:10 - loss: 519.6001 - logits_profile_predictions_loss: 501.5096 - logcount_predictions_loss: 0.5244 314/1517 [=====>........................] - ETA: 3:09 - loss: 519.5919 - logits_profile_predictions_loss: 501.5028 - logcount_predictions_loss: 0.5243 315/1517 [=====>........................] - ETA: 3:09 - loss: 519.5848 - logits_profile_predictions_loss: 501.4970 - logcount_predictions_loss: 0.5243 316/1517 [=====>........................] - ETA: 3:09 - loss: 519.5777 - logits_profile_predictions_loss: 501.4911 - logcount_predictions_loss: 0.5242 317/1517 [=====>........................] - ETA: 3:09 - loss: 519.5704 - logits_profile_predictions_loss: 501.4851 - logcount_predictions_loss: 0.5242 318/1517 [=====>........................] - ETA: 3:09 - loss: 519.5638 - 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[=====>........................] - ETA: 3:08 - loss: 519.5251 - logits_profile_predictions_loss: 501.4495 - logcount_predictions_loss: 0.5239 326/1517 [=====>........................] - ETA: 3:08 - loss: 519.5205 - logits_profile_predictions_loss: 501.4461 - logcount_predictions_loss: 0.5239 327/1517 [=====>........................] - ETA: 3:07 - loss: 519.5156 - logits_profile_predictions_loss: 501.4423 - logcount_predictions_loss: 0.5239 328/1517 [=====>........................] - ETA: 3:07 - loss: 519.5115 - logits_profile_predictions_loss: 501.4394 - logcount_predictions_loss: 0.5238 329/1517 [=====>........................] - ETA: 3:07 - loss: 519.5074 - logits_profile_predictions_loss: 501.4366 - logcount_predictions_loss: 0.5238 330/1517 [=====>........................] - ETA: 3:07 - loss: 519.5031 - logits_profile_predictions_loss: 501.4334 - logcount_predictions_loss: 0.5238 331/1517 [=====>........................] - ETA: 3:07 - loss: 519.4987 - 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[=====>........................] - ETA: 3:06 - loss: 519.4688 - logits_profile_predictions_loss: 501.4083 - logcount_predictions_loss: 0.5235 339/1517 [=====>........................] - ETA: 3:06 - loss: 519.4650 - logits_profile_predictions_loss: 501.4057 - logcount_predictions_loss: 0.5235 340/1517 [=====>........................] - ETA: 3:05 - loss: 519.4612 - logits_profile_predictions_loss: 501.4031 - logcount_predictions_loss: 0.5234 341/1517 [=====>........................] - ETA: 3:05 - loss: 519.4574 - logits_profile_predictions_loss: 501.4004 - logcount_predictions_loss: 0.5234 342/1517 [=====>........................] - ETA: 3:05 - loss: 519.4536 - logits_profile_predictions_loss: 501.3978 - logcount_predictions_loss: 0.5234 343/1517 [=====>........................] - ETA: 3:05 - loss: 519.4501 - logits_profile_predictions_loss: 501.3955 - logcount_predictions_loss: 0.5233 344/1517 [=====>........................] - ETA: 3:05 - loss: 519.4466 - 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[=====>........................] - ETA: 3:04 - loss: 519.4231 - logits_profile_predictions_loss: 501.3773 - logcount_predictions_loss: 0.5231 352/1517 [=====>........................] - ETA: 3:04 - loss: 519.4189 - logits_profile_predictions_loss: 501.3742 - logcount_predictions_loss: 0.5230 353/1517 [=====>........................] - ETA: 3:03 - loss: 519.4144 - logits_profile_predictions_loss: 501.3708 - logcount_predictions_loss: 0.5230 354/1517 [======>.......................] - ETA: 3:03 - loss: 519.4096 - logits_profile_predictions_loss: 501.3672 - logcount_predictions_loss: 0.5230 355/1517 [======>.......................] - ETA: 3:03 - loss: 519.4058 - logits_profile_predictions_loss: 501.3645 - logcount_predictions_loss: 0.5229 356/1517 [======>.......................] - ETA: 3:03 - loss: 519.4018 - logits_profile_predictions_loss: 501.3616 - logcount_predictions_loss: 0.5229 357/1517 [======>.......................] - ETA: 3:03 - loss: 519.3984 - 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logits_profile_predictions_loss: 490.9731 - logcount_predictions_loss: 0.4605 10/1517 [..............................] - ETA: 3:58 - loss: 507.2558 - logits_profile_predictions_loss: 491.4194 - logcount_predictions_loss: 0.4590 11/1517 [..............................] - ETA: 3:58 - loss: 507.0243 - logits_profile_predictions_loss: 491.2233 - logcount_predictions_loss: 0.4580 12/1517 [..............................] - ETA: 3:58 - loss: 506.5305 - logits_profile_predictions_loss: 490.7770 - logcount_predictions_loss: 0.4566 13/1517 [..............................] - ETA: 3:57 - loss: 506.0498 - logits_profile_predictions_loss: 490.3232 - logcount_predictions_loss: 0.4558 14/1517 [..............................] - ETA: 3:57 - loss: 505.2663 - logits_profile_predictions_loss: 489.5852 - logcount_predictions_loss: 0.4545 15/1517 [..............................] - ETA: 3:57 - loss: 504.4912 - logits_profile_predictions_loss: 488.8222 - logcount_predictions_loss: 0.4542 16/1517 [..............................] - ETA: 3:57 - loss: 503.7801 - logits_profile_predictions_loss: 488.1024 - logcount_predictions_loss: 0.4544 17/1517 [..............................] - ETA: 3:57 - loss: 503.5126 - logits_profile_predictions_loss: 487.8314 - logcount_predictions_loss: 0.4545 18/1517 [..............................] - ETA: 3:56 - loss: 503.5285 - logits_profile_predictions_loss: 487.8424 - logcount_predictions_loss: 0.4547 19/1517 [..............................] - ETA: 3:56 - loss: 503.2547 - logits_profile_predictions_loss: 487.5554 - logcount_predictions_loss: 0.4551 20/1517 [..............................] - ETA: 3:56 - loss: 502.8726 - logits_profile_predictions_loss: 487.1420 - logcount_predictions_loss: 0.4560 21/1517 [..............................] - ETA: 3:56 - loss: 502.4775 - logits_profile_predictions_loss: 486.7290 - logcount_predictions_loss: 0.4565 22/1517 [..............................] - ETA: 3:56 - loss: 501.9032 - logits_profile_predictions_loss: 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[..............................] - ETA: 3:51 - loss: 498.4060 - logits_profile_predictions_loss: 482.3535 - logcount_predictions_loss: 0.4653 50/1517 [..............................] - ETA: 3:51 - loss: 498.3884 - logits_profile_predictions_loss: 482.3322 - logcount_predictions_loss: 0.4654 51/1517 [>.............................] - ETA: 3:51 - loss: 498.3881 - logits_profile_predictions_loss: 482.3297 - logcount_predictions_loss: 0.4655 52/1517 [>.............................] - ETA: 3:51 - loss: 498.3972 - logits_profile_predictions_loss: 482.3369 - logcount_predictions_loss: 0.4655 53/1517 [>.............................] - ETA: 3:51 - loss: 498.4204 - logits_profile_predictions_loss: 482.3569 - logcount_predictions_loss: 0.4656 54/1517 [>.............................] - ETA: 3:50 - loss: 498.4017 - logits_profile_predictions_loss: 482.3365 - logcount_predictions_loss: 0.4657 55/1517 [>.............................] - ETA: 3:50 - loss: 498.3801 - logits_profile_predictions_loss: 482.3146 - logcount_predictions_loss: 0.4657 56/1517 [>.............................] - ETA: 3:50 - loss: 498.3595 - logits_profile_predictions_loss: 482.2947 - logcount_predictions_loss: 0.4656 57/1517 [>.............................] - ETA: 3:50 - loss: 498.3554 - logits_profile_predictions_loss: 482.2888 - logcount_predictions_loss: 0.4657 58/1517 [>.............................] - ETA: 3:50 - loss: 498.3650 - logits_profile_predictions_loss: 482.2973 - logcount_predictions_loss: 0.4657 59/1517 [>.............................] - ETA: 3:50 - loss: 498.3829 - logits_profile_predictions_loss: 482.3142 - logcount_predictions_loss: 0.4658 60/1517 [>.............................] - ETA: 3:49 - loss: 498.4292 - logits_profile_predictions_loss: 482.3580 - logcount_predictions_loss: 0.4658 61/1517 [>.............................] - ETA: 3:49 - loss: 498.4729 - logits_profile_predictions_loss: 482.3995 - logcount_predictions_loss: 0.4659 62/1517 [>.............................] - ETA: 3:49 - 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[>.............................] - ETA: 3:46 - loss: 499.4036 - logits_profile_predictions_loss: 483.3439 - logcount_predictions_loss: 0.4655 83/1517 [>.............................] - ETA: 3:46 - loss: 499.4635 - logits_profile_predictions_loss: 483.4063 - logcount_predictions_loss: 0.4654 84/1517 [>.............................] - ETA: 3:46 - loss: 499.5272 - logits_profile_predictions_loss: 483.4729 - logcount_predictions_loss: 0.4653 85/1517 [>.............................] - ETA: 3:46 - loss: 499.5889 - logits_profile_predictions_loss: 483.5369 - logcount_predictions_loss: 0.4653 86/1517 [>.............................] - ETA: 3:45 - loss: 499.6557 - logits_profile_predictions_loss: 483.6057 - logcount_predictions_loss: 0.4652 87/1517 [>.............................] - ETA: 3:45 - loss: 499.7193 - logits_profile_predictions_loss: 483.6710 - logcount_predictions_loss: 0.4652 88/1517 [>.............................] - ETA: 3:45 - loss: 499.7939 - logits_profile_predictions_loss: 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logits_profile_predictions_loss: 485.2005 - logcount_predictions_loss: 0.4631 109/1517 [=>............................] - ETA: 3:42 - loss: 501.2477 - logits_profile_predictions_loss: 485.2754 - logcount_predictions_loss: 0.4630 110/1517 [=>............................] - ETA: 3:42 - loss: 501.3165 - logits_profile_predictions_loss: 485.3482 - logcount_predictions_loss: 0.4628 111/1517 [=>............................] - ETA: 3:42 - loss: 501.3796 - logits_profile_predictions_loss: 485.4155 - logcount_predictions_loss: 0.4627 112/1517 [=>............................] - ETA: 3:41 - loss: 501.4424 - logits_profile_predictions_loss: 485.4828 - logcount_predictions_loss: 0.4626 113/1517 [=>............................] - ETA: 3:41 - loss: 501.5034 - logits_profile_predictions_loss: 485.5486 - logcount_predictions_loss: 0.4625 114/1517 [=>............................] - ETA: 3:41 - loss: 501.5637 - logits_profile_predictions_loss: 485.6134 - logcount_predictions_loss: 0.4623 115/1517 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logits_profile_predictions_loss: 490.6204 - logcount_predictions_loss: 0.4681 1515/1517 [============================>.] - ETA: 0s - loss: 506.7696 - logits_profile_predictions_loss: 490.6214 - logcount_predictions_loss: 0.4681 1516/1517 [============================>.] - ETA: 0s - loss: 506.7706 - logits_profile_predictions_loss: 490.6224 - logcount_predictions_loss: 0.4681 1517/1517 [==============================] - ETA: 0s - loss: 506.7716 - logits_profile_predictions_loss: 490.6235 - logcount_predictions_loss: 0.4681 1517/1517 [==============================] - 250s 165ms/step - loss: 506.7726 - logits_profile_predictions_loss: 490.6245 - logcount_predictions_loss: 0.4681 - val_loss: 708.1130 - val_logits_profile_predictions_loss: 660.2269 - val_logcount_predictions_loss: 1.3880 + +Epoch 00017: val_loss did not improve from 694.99487 +Restoring model weights from the end of the best epoch. +Epoch 00017: early stopping +save model +save model without bias +2022-02-15_21-31-14: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/bigWigs/ENCSR614JAG.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet.h5 +got the model +loading peaks... +got split:test for bed regions:(26650, 10) +loading nonpeaks... +got split:test for bed regions:(26649, 10) +0/209 +100/209 +200/209 +2022-02-15_21-33-53: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/bigWigs/ENCSR614JAG.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet_wo_bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 +got the model +loading peaks... +got split:test for bed regions:(26650, 10) +loading nonpeaks... +got split:test for bed regions:(26649, 10) +0/209 +100/209 +200/209 +2022-02-15_21-36-19: 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=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//preprocessing/bigWigs/ENCSR614JAG.bigWig \ + --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.peaks.bed \ + --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_0.json \ + --inputlen=2114 \ + --outputlen=1000 \ + --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//bias \ + --batch_size=256 \ + --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//bias_model_scaled.h5 +got the model +loading peaks... +got split:test for bed regions:(26650, 10) +loading nonpeaks... +got split:test for bed regions:(26649, 10) +0/209 +100/209 +200/209 +2022-02-15_21-38-03: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//footprints +2022-02-15_21-38-03: 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/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//chrombpnet_wo_bias.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//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 + 1/27 [>.............................] - ETA: 2:58 3/27 [==>...........................] - ETA: 8s  4/27 [===>..........................] - ETA: 10s 5/27 [====>.........................] - ETA: 11s 6/27 [=====>........................] - ETA: 11s 7/27 [======>.......................] - ETA: 11s 8/27 [=======>......................] - ETA: 11s 9/27 [=========>....................] - ETA: 10s 10/27 [==========>...................] - ETA: 10s 11/27 [===========>..................] - ETA: 9s  12/27 [============>.................] - ETA: 9s 13/27 [=============>................] - ETA: 8s 14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 7s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 5s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 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[=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 690ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 692ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 8s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 694ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 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[==============================] - ETA: 0s 27/27 [==============================] - 18s 695ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 9s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 695ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 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[=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 9s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 696ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 9s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 696ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 17s 3/27 [==>...........................] - ETA: 16s 4/27 [===>..........................] - ETA: 15s 5/27 [====>.........................] - ETA: 15s 6/27 [=====>........................] - ETA: 14s 7/27 [======>.......................] - ETA: 13s 8/27 [=======>......................] - ETA: 13s 9/27 [=========>....................] - ETA: 12s 10/27 [==========>...................] - ETA: 11s 11/27 [===========>..................] - ETA: 11s 12/27 [============>.................] - ETA: 10s 13/27 [=============>................] - ETA: 9s  14/27 [==============>...............] - ETA: 9s 15/27 [===============>..............] - ETA: 8s 16/27 [================>.............] - ETA: 7s 17/27 [=================>............] - ETA: 6s 18/27 [===================>..........] - ETA: 6s 19/27 [====================>.........] - ETA: 5s 20/27 [=====================>........] - ETA: 4s 21/27 [======================>.......] - ETA: 4s 22/27 [=======================>......] - ETA: 3s 23/27 [========================>.....] - ETA: 2s 24/27 [=========================>....] - ETA: 2s 25/27 [==========================>...] - ETA: 1s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 18s 697ms/step +Saving marginal footprints +2022-02-15_21-41-29: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//footprints +2022-02-15_21-41-29: 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/ENCSR614JAG//chrombpnet_model_feb15//filtered.nonpeaks.bed \ + -chr chr1 \ + -m /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//bias_model_scaled.h5 \ + -bs 512 \ + -o /scratch/groups/akundaje/anusri/chromatin_atlas/ATAC/ENCSR614JAG//chrombpnet_model_feb15//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: "functional_1" +__________________________________________________________________________________________________ +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 + 1/27 [>.............................] - ETA: 1:20 3/27 [==>...........................] - ETA: 0s  4/27 [===>..........................] - ETA: 0s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 0s 8/27 [=======>......................] - ETA: 0s 9/27 [=========>....................] - ETA: 0s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 5s 58ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step +inserting motif: tn5_2 +GTGCACAGTTCTAGAGTGTGCAG + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 57ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step +inserting motif: tn5_3 +CCTCTACACTGTGCAGAA + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step +inserting motif: tn5_4 +GCACAGTTCTAGACTGTGCAG + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 57ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 2s 57ms/step +inserting motif: tn5_5 +CTGCACAGTGTAGAGTTGTGC + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step + 1/27 [>.............................] - ETA: 0s 2/27 [=>............................] - ETA: 1s 3/27 [==>...........................] - ETA: 1s 4/27 [===>..........................] - ETA: 1s 5/27 [====>.........................] - ETA: 1s 6/27 [=====>........................] - ETA: 1s 7/27 [======>.......................] - ETA: 1s 8/27 [=======>......................] - ETA: 1s 9/27 [=========>....................] - ETA: 1s 10/27 [==========>...................] - ETA: 0s 11/27 [===========>..................] - ETA: 0s 12/27 [============>.................] - ETA: 0s 13/27 [=============>................] - ETA: 0s 14/27 [==============>...............] - ETA: 0s 15/27 [===============>..............] - ETA: 0s 16/27 [================>.............] - ETA: 0s 17/27 [=================>............] - ETA: 0s 18/27 [===================>..........] - ETA: 0s 19/27 [====================>.........] - ETA: 0s 20/27 [=====================>........] - ETA: 0s 21/27 [======================>.......] - ETA: 0s 22/27 [=======================>......] - ETA: 0s 23/27 [========================>.....] - ETA: 0s 24/27 [=========================>....] - ETA: 0s 25/27 [==========================>...] - ETA: 0s 26/27 [===========================>..] - ETA: 0s 27/27 [==============================] - ETA: 0s 27/27 [==============================] - 1s 57ms/step +Saving marginal footprints