DNase-seq DNASE_SE Tue Mar 15 16:47:30 2022 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 510.47.03 Driver Version: 510.47.03 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 Tesla V100-SXM2... On | 00000000:3D:00.0 Off | 0 | | N/A 33C P0 41W / 300W | 0MiB / 32768MiB | 0% E. Process | | | | N/A | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2022-03-15_16-47-35: 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/DNASE/ENCSR164PQJ//preprocessing/bigWigs/ENCSR164PQJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//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/ENCSR880CUB_bias_0.9.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/ 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: 149127 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 149127 Number of peaks input: 40412 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 40412 Number of non peaks input: 149127 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 149127 Number of non peaks input: 40412 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 40412 Number of peaks after removing outliers: 147486 Number of nonpeaks after removing outliers: 132138 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ Predicting within adjust counts 1/4130 [..............................] - ETA: 9:58:25 8/4130 [..............................] - ETA: 34s  14/4130 [..............................] - ETA: 35s 20/4130 [..............................] - ETA: 35s 26/4130 [..............................] - ETA: 34s 32/4130 [..............................] - ETA: 34s 38/4130 [..............................] - ETA: 34s 45/4130 [..............................] - ETA: 34s 52/4130 [..............................] - ETA: 34s 59/4130 [..............................] - ETA: 34s 66/4130 [..............................] - ETA: 34s 73/4130 [..............................] - ETA: 33s 80/4130 [..............................] - ETA: 33s 87/4130 [..............................] - ETA: 33s 94/4130 [..............................] - ETA: 33s 101/4130 [..............................] - ETA: 33s 108/4130 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[============================>.] - ETA: 0s 4076/4130 [============================>.] - ETA: 0s 4083/4130 [============================>.] - ETA: 0s 4090/4130 [============================>.] - ETA: 0s 4097/4130 [============================>.] - ETA: 0s 4104/4130 [============================>.] - ETA: 0s 4110/4130 [============================>.] - ETA: 0s 4117/4130 [============================>.] - ETA: 0s 4124/4130 [============================>.] - ETA: 0s 4130/4130 [==============================] - ETA: 0s 4130/4130 [==============================] - 43s 8ms/step 2022-03-15_17-01-31: 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/DNASE/ENCSR164PQJ//preprocessing/bigWigs/ENCSR164PQJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//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': '6.7', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/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:(133706, 10) loading nonpeaks... got split:train for bed regions:(119170, 10) loading peaks... got split:valid for bed regions:(13780, 10) loading nonpeaks... got split:valid for bed regions:(12968, 10) Epoch 1/50 1/2299 [..............................] - ETA: 5:33:38 - loss: 529.6711 - logits_profile_predictions_loss: 510.2433 - logcount_predictions_loss: 2.8997 2/2299 [..............................] - ETA: 18:53 - loss: 12139.1569 - logits_profile_predictions_loss: 493.2345 - logcount_predictions_loss: 1738.1975 3/2299 [..............................] - ETA: 18:49 - loss: 13413.0040 - logits_profile_predictions_loss: 476.4767 - logcount_predictions_loss: 1930.8251 4/2299 [..............................] - ETA: 18:47 - loss: 13080.3309 - logits_profile_predictions_loss: 467.1014 - logcount_predictions_loss: 1882.5717 5/2299 [..............................] - ETA: 18:45 - loss: 12413.2583 - logits_profile_predictions_loss: 458.9679 - logcount_predictions_loss: 1784.2226 6/2299 [..............................] - ETA: 18:44 - loss: 11708.9333 - logits_profile_predictions_loss: 452.2599 - logcount_predictions_loss: 1680.1007 7/2299 [..............................] - ETA: 18:43 - loss: 11046.6437 - logits_profile_predictions_loss: 446.4336 - logcount_predictions_loss: 1582.1211 8/2299 [..............................] - ETA: 18:42 - loss: 10446.3861 - logits_profile_predictions_loss: 442.2698 - logcount_predictions_loss: 1493.1519 9/2299 [..............................] - ETA: 18:42 - loss: 9908.3443 - logits_profile_predictions_loss: 439.5555 - logcount_predictions_loss: 1413.2522  10/2299 [..............................] - ETA: 18:41 - loss: 9427.5246 - logits_profile_predictions_loss: 438.5712 - logcount_predictions_loss: 1341.6350 11/2299 [..............................] - ETA: 18:40 - loss: 8995.2792 - logits_profile_predictions_loss: 437.3768 - logcount_predictions_loss: 1277.2990 12/2299 [..............................] - ETA: 18:40 - loss: 8605.2396 - logits_profile_predictions_loss: 435.9128 - logcount_predictions_loss: 1219.3026 13/2299 [..............................] - ETA: 18:39 - loss: 8252.3442 - logits_profile_predictions_loss: 434.7377 - logcount_predictions_loss: 1166.8071 14/2299 [..............................] - ETA: 18:38 - loss: 7931.2289 - logits_profile_predictions_loss: 433.3647 - logcount_predictions_loss: 1119.0844 15/2299 [..............................] - ETA: 18:37 - loss: 7638.9273 - logits_profile_predictions_loss: 432.8840 - logcount_predictions_loss: 1075.5290 16/2299 [..............................] - ETA: 18:37 - loss: 7370.7757 - logits_profile_predictions_loss: 432.1955 - logcount_predictions_loss: 1035.6091 17/2299 [..............................] - ETA: 18:36 - loss: 7123.7600 - logits_profile_predictions_loss: 431.2538 - logcount_predictions_loss: 998.8816  18/2299 [..............................] - ETA: 18:36 - loss: 6895.9887 - logits_profile_predictions_loss: 430.6410 - logcount_predictions_loss: 964.9774 19/2299 [..............................] - ETA: 18:35 - loss: 6685.0344 - logits_profile_predictions_loss: 430.0880 - logcount_predictions_loss: 933.5742 20/2299 [..............................] - ETA: 18:35 - loss: 6489.0586 - logits_profile_predictions_loss: 429.5888 - logcount_predictions_loss: 904.3986 21/2299 [..............................] - ETA: 18:34 - loss: 6306.4359 - logits_profile_predictions_loss: 429.0990 - logcount_predictions_loss: 877.2146 22/2299 [..............................] - ETA: 18:34 - loss: 6135.7403 - logits_profile_predictions_loss: 428.5581 - logcount_predictions_loss: 851.8183 23/2299 [..............................] - ETA: 18:33 - loss: 5975.7909 - logits_profile_predictions_loss: 427.9680 - logcount_predictions_loss: 828.0333 24/2299 [..............................] - ETA: 18:33 - loss: 5825.6173 - logits_profile_predictions_loss: 427.3843 - logcount_predictions_loss: 805.7065 25/2299 [..............................] - ETA: 18:32 - loss: 5684.3765 - logits_profile_predictions_loss: 426.8634 - logcount_predictions_loss: 784.7035 26/2299 [..............................] - ETA: 18:32 - loss: 5551.1472 - logits_profile_predictions_loss: 426.2849 - logcount_predictions_loss: 764.9049 27/2299 [..............................] - ETA: 18:31 - loss: 5425.4028 - logits_profile_predictions_loss: 425.8126 - logcount_predictions_loss: 746.2076 28/2299 [..............................] - ETA: 18:31 - loss: 5306.4095 - logits_profile_predictions_loss: 425.3428 - logcount_predictions_loss: 728.5175 29/2299 [..............................] - ETA: 18:30 - loss: 5193.5437 - logits_profile_predictions_loss: 424.8070 - logcount_predictions_loss: 711.7518 30/2299 [..............................] - ETA: 18:30 - loss: 5086.4993 - logits_profile_predictions_loss: 424.3808 - logcount_predictions_loss: 695.8387 31/2299 [..............................] - ETA: 18:29 - loss: 4984.7839 - logits_profile_predictions_loss: 424.0126 - logcount_predictions_loss: 680.7122 32/2299 [..............................] - ETA: 18:29 - loss: 4888.1159 - logits_profile_predictions_loss: 423.8113 - logcount_predictions_loss: 666.3142 33/2299 [..............................] - ETA: 18:28 - loss: 4795.9672 - logits_profile_predictions_loss: 423.6178 - logcount_predictions_loss: 652.5895 34/2299 [..............................] - ETA: 18:28 - loss: 4708.0212 - logits_profile_predictions_loss: 423.4358 - logcount_predictions_loss: 639.4904 35/2299 [..............................] - ETA: 18:27 - loss: 4623.9387 - logits_profile_predictions_loss: 423.2207 - logcount_predictions_loss: 626.9729 36/2299 [..............................] - ETA: 18:26 - loss: 4543.4440 - logits_profile_predictions_loss: 422.9627 - logcount_predictions_loss: 614.9973 37/2299 [..............................] - ETA: 18:26 - loss: 4466.4036 - logits_profile_predictions_loss: 422.7637 - logcount_predictions_loss: 603.5284 38/2299 [..............................] - ETA: 18:25 - loss: 4392.5818 - logits_profile_predictions_loss: 422.6069 - logcount_predictions_loss: 592.5336 39/2299 [..............................] - ETA: 18:25 - loss: 4321.6967 - logits_profile_predictions_loss: 422.4158 - logcount_predictions_loss: 581.9823 40/2299 [..............................] - ETA: 18:25 - loss: 4253.5990 - logits_profile_predictions_loss: 422.2216 - logcount_predictions_loss: 571.8474 41/2299 [..............................] - ETA: 18:24 - loss: 4188.1391 - logits_profile_predictions_loss: 422.0433 - logcount_predictions_loss: 562.1039 42/2299 [..............................] - ETA: 18:24 - loss: 4125.1810 - logits_profile_predictions_loss: 421.8999 - logcount_predictions_loss: 552.7286 43/2299 [..............................] - ETA: 18:23 - loss: 4064.5492 - logits_profile_predictions_loss: 421.7596 - logcount_predictions_loss: 543.7000 44/2299 [..............................] - ETA: 18:23 - loss: 4006.1049 - logits_profile_predictions_loss: 421.6158 - logcount_predictions_loss: 534.9984 45/2299 [..............................] - ETA: 18:22 - loss: 3949.6999 - logits_profile_predictions_loss: 421.4444 - logcount_predictions_loss: 526.6053 46/2299 [..............................] - ETA: 18:22 - loss: 3895.2499 - logits_profile_predictions_loss: 421.2720 - logcount_predictions_loss: 518.5042 47/2299 [..............................] - ETA: 18:21 - loss: 3842.6443 - logits_profile_predictions_loss: 421.0926 - logcount_predictions_loss: 510.6794 48/2299 [..............................] - ETA: 18:21 - loss: 3791.8044 - logits_profile_predictions_loss: 420.9235 - 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logcount_predictions_loss: 24.3260 2279/2299 [============================>.] - ETA: 9s - loss: 555.5839 - logits_profile_predictions_loss: 392.6582 - logcount_predictions_loss: 24.3172  2280/2299 [============================>.] - ETA: 9s - loss: 555.5202 - logits_profile_predictions_loss: 392.6531 - logcount_predictions_loss: 24.3085 2281/2299 [============================>.] - ETA: 8s - loss: 555.4567 - logits_profile_predictions_loss: 392.6479 - logcount_predictions_loss: 24.2998 2282/2299 [============================>.] - ETA: 8s - loss: 555.3931 - logits_profile_predictions_loss: 392.6428 - logcount_predictions_loss: 24.2911 2283/2299 [============================>.] - ETA: 7s - loss: 555.3296 - logits_profile_predictions_loss: 392.6376 - logcount_predictions_loss: 24.2824 2284/2299 [============================>.] - ETA: 7s - loss: 555.2662 - logits_profile_predictions_loss: 392.6324 - logcount_predictions_loss: 24.2737 2285/2299 [============================>.] - ETA: 6s - 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3/2299 [..............................] - ETA: 18:43 - loss: 330.9334 - logits_profile_predictions_loss: 325.9606 - logcount_predictions_loss: 0.7422 4/2299 [..............................] - ETA: 18:42 - loss: 332.5051 - logits_profile_predictions_loss: 327.4909 - logcount_predictions_loss: 0.7484 5/2299 [..............................] - ETA: 18:41 - loss: 334.1047 - logits_profile_predictions_loss: 329.0784 - logcount_predictions_loss: 0.7502 6/2299 [..............................] - ETA: 18:41 - loss: 334.3935 - logits_profile_predictions_loss: 329.3626 - logcount_predictions_loss: 0.7509 7/2299 [..............................] - ETA: 18:40 - loss: 333.3730 - logits_profile_predictions_loss: 328.3598 - logcount_predictions_loss: 0.7482 8/2299 [..............................] - ETA: 18:40 - loss: 333.7645 - logits_profile_predictions_loss: 328.7530 - logcount_predictions_loss: 0.7480 9/2299 [..............................] - ETA: 18:40 - loss: 333.7856 - 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[..............................] - ETA: 18:36 - loss: 337.4697 - logits_profile_predictions_loss: 332.3968 - logcount_predictions_loss: 0.7571 17/2299 [..............................] - ETA: 18:36 - loss: 338.3497 - logits_profile_predictions_loss: 333.2612 - logcount_predictions_loss: 0.7595 18/2299 [..............................] - ETA: 18:35 - loss: 339.0061 - logits_profile_predictions_loss: 333.9069 - logcount_predictions_loss: 0.7611 19/2299 [..............................] - ETA: 18:35 - loss: 339.5153 - logits_profile_predictions_loss: 334.4038 - logcount_predictions_loss: 0.7629 20/2299 [..............................] - ETA: 18:34 - loss: 339.8934 - logits_profile_predictions_loss: 334.7706 - logcount_predictions_loss: 0.7646 21/2299 [..............................] - ETA: 18:34 - loss: 340.4105 - logits_profile_predictions_loss: 335.2733 - logcount_predictions_loss: 0.7667 22/2299 [..............................] - ETA: 18:33 - loss: 341.0416 - 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[..............................] - ETA: 18:31 - loss: 343.8029 - logits_profile_predictions_loss: 338.5766 - logcount_predictions_loss: 0.7800 30/2299 [..............................] - ETA: 18:30 - loss: 344.0919 - logits_profile_predictions_loss: 338.8624 - logcount_predictions_loss: 0.7805 31/2299 [..............................] - ETA: 18:30 - loss: 344.3217 - logits_profile_predictions_loss: 339.0880 - logcount_predictions_loss: 0.7811 32/2299 [..............................] - ETA: 18:29 - loss: 344.5473 - logits_profile_predictions_loss: 339.3099 - logcount_predictions_loss: 0.7817 33/2299 [..............................] - ETA: 18:29 - loss: 344.8281 - logits_profile_predictions_loss: 339.5859 - logcount_predictions_loss: 0.7824 34/2299 [..............................] - ETA: 18:28 - loss: 345.0838 - logits_profile_predictions_loss: 339.8386 - logcount_predictions_loss: 0.7829 35/2299 [..............................] - ETA: 18:28 - loss: 345.3413 - 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[..............................] - ETA: 18:24 - loss: 347.3071 - logits_profile_predictions_loss: 342.0420 - logcount_predictions_loss: 0.7858 43/2299 [..............................] - ETA: 18:24 - loss: 347.6271 - logits_profile_predictions_loss: 342.3600 - logcount_predictions_loss: 0.7861 44/2299 [..............................] - ETA: 18:23 - loss: 347.9027 - logits_profile_predictions_loss: 342.6344 - logcount_predictions_loss: 0.7863 45/2299 [..............................] - ETA: 18:23 - loss: 348.1411 - logits_profile_predictions_loss: 342.8728 - logcount_predictions_loss: 0.7863 46/2299 [..............................] - ETA: 18:22 - loss: 348.4123 - logits_profile_predictions_loss: 343.1431 - logcount_predictions_loss: 0.7864 47/2299 [..............................] - ETA: 18:22 - loss: 348.6862 - logits_profile_predictions_loss: 343.4167 - logcount_predictions_loss: 0.7865 48/2299 [..............................] - ETA: 18:21 - loss: 348.9933 - 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[..............................] - ETA: 18:18 - loss: 351.0164 - logits_profile_predictions_loss: 345.7378 - logcount_predictions_loss: 0.7878 56/2299 [..............................] - ETA: 18:17 - loss: 351.2787 - logits_profile_predictions_loss: 345.9991 - logcount_predictions_loss: 0.7880 57/2299 [..............................] - ETA: 18:17 - loss: 351.5261 - logits_profile_predictions_loss: 346.2461 - logcount_predictions_loss: 0.7881 58/2299 [..............................] - ETA: 18:16 - loss: 351.7728 - logits_profile_predictions_loss: 346.4924 - logcount_predictions_loss: 0.7881 59/2299 [..............................] - ETA: 18:16 - loss: 352.0101 - logits_profile_predictions_loss: 346.7293 - logcount_predictions_loss: 0.7882 60/2299 [..............................] - ETA: 18:15 - loss: 352.2270 - logits_profile_predictions_loss: 346.9453 - logcount_predictions_loss: 0.7883 61/2299 [..............................] - ETA: 18:15 - loss: 352.4427 - 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[..............................] - ETA: 18:11 - loss: 353.8188 - logits_profile_predictions_loss: 348.5286 - logcount_predictions_loss: 0.7896 69/2299 [..............................] - ETA: 18:11 - loss: 353.9870 - logits_profile_predictions_loss: 348.6960 - logcount_predictions_loss: 0.7897 70/2299 [..............................] - ETA: 18:10 - loss: 354.1440 - logits_profile_predictions_loss: 348.8524 - logcount_predictions_loss: 0.7898 71/2299 [..............................] - ETA: 18:10 - loss: 354.3075 - logits_profile_predictions_loss: 349.0152 - logcount_predictions_loss: 0.7899 72/2299 [..............................] - ETA: 18:09 - loss: 354.4622 - logits_profile_predictions_loss: 349.1693 - logcount_predictions_loss: 0.7900 73/2299 [..............................] - ETA: 18:09 - loss: 354.6224 - logits_profile_predictions_loss: 349.3289 - logcount_predictions_loss: 0.7901 74/2299 [..............................] - ETA: 18:08 - loss: 354.7673 - 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[>.............................] - ETA: 18:05 - loss: 355.6639 - logits_profile_predictions_loss: 350.3691 - logcount_predictions_loss: 0.7903 82/2299 [>.............................] - ETA: 18:04 - loss: 355.7717 - logits_profile_predictions_loss: 350.4771 - logcount_predictions_loss: 0.7902 83/2299 [>.............................] - ETA: 18:04 - loss: 355.8787 - logits_profile_predictions_loss: 350.5844 - logcount_predictions_loss: 0.7902 84/2299 [>.............................] - ETA: 18:04 - loss: 355.9884 - logits_profile_predictions_loss: 350.6944 - logcount_predictions_loss: 0.7901 85/2299 [>.............................] - ETA: 18:03 - loss: 356.0905 - logits_profile_predictions_loss: 350.7969 - logcount_predictions_loss: 0.7901 86/2299 [>.............................] - ETA: 18:03 - loss: 356.1998 - logits_profile_predictions_loss: 350.9066 - logcount_predictions_loss: 0.7900 87/2299 [>.............................] - ETA: 18:02 - loss: 356.3067 - 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[============================>.] - ETA: 22s - loss: 364.4461 - logits_profile_predictions_loss: 359.3178 - logcount_predictions_loss: 0.7655 2254/2299 [============================>.] - ETA: 22s - loss: 364.4450 - logits_profile_predictions_loss: 359.3168 - logcount_predictions_loss: 0.7654 2255/2299 [============================>.] - ETA: 21s - loss: 364.4439 - logits_profile_predictions_loss: 359.3158 - logcount_predictions_loss: 0.7654 2256/2299 [============================>.] - ETA: 21s - loss: 364.4429 - logits_profile_predictions_loss: 359.3149 - logcount_predictions_loss: 0.7654 2257/2299 [============================>.] - ETA: 20s - loss: 364.4418 - logits_profile_predictions_loss: 359.3139 - logcount_predictions_loss: 0.7654 2258/2299 [============================>.] - ETA: 20s - loss: 364.4407 - logits_profile_predictions_loss: 359.3129 - logcount_predictions_loss: 0.7654 2259/2299 [============================>.] - ETA: 19s - loss: 364.4397 - 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[============================>.] - ETA: 16s - loss: 364.4321 - logits_profile_predictions_loss: 359.3050 - logcount_predictions_loss: 0.7653 2267/2299 [============================>.] - ETA: 15s - loss: 364.4311 - logits_profile_predictions_loss: 359.3040 - logcount_predictions_loss: 0.7653 2268/2299 [============================>.] - ETA: 15s - loss: 364.4300 - logits_profile_predictions_loss: 359.3030 - logcount_predictions_loss: 0.7653 2269/2299 [============================>.] - ETA: 14s - loss: 364.4289 - logits_profile_predictions_loss: 359.3020 - logcount_predictions_loss: 0.7653 2270/2299 [============================>.] - ETA: 14s - loss: 364.4278 - logits_profile_predictions_loss: 359.3010 - logcount_predictions_loss: 0.7652 2271/2299 [============================>.] - ETA: 13s - loss: 364.4267 - logits_profile_predictions_loss: 359.3000 - logcount_predictions_loss: 0.7652 2272/2299 [============================>.] - ETA: 13s - loss: 364.4256 - 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[============================>.] - ETA: 9s - loss: 364.4181 - logits_profile_predictions_loss: 359.2921 - logcount_predictions_loss: 0.7651  2280/2299 [============================>.] - ETA: 9s - loss: 364.4171 - logits_profile_predictions_loss: 359.2911 - logcount_predictions_loss: 0.7651 2281/2299 [============================>.] - ETA: 8s - loss: 364.4160 - logits_profile_predictions_loss: 359.2901 - logcount_predictions_loss: 0.7651 2282/2299 [============================>.] - ETA: 8s - loss: 364.4149 - logits_profile_predictions_loss: 359.2891 - logcount_predictions_loss: 0.7651 2283/2299 [============================>.] - ETA: 7s - loss: 364.4138 - logits_profile_predictions_loss: 359.2881 - logcount_predictions_loss: 0.7651 2284/2299 [============================>.] - ETA: 7s - loss: 364.4127 - logits_profile_predictions_loss: 359.2871 - logcount_predictions_loss: 0.7651 2285/2299 [============================>.] - ETA: 6s - loss: 364.4116 - logits_profile_predictions_loss: 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2299/2299 [==============================] - ETA: 0s - loss: 364.3967 - logits_profile_predictions_loss: 359.2723 - logcount_predictions_loss: 0.7649 2299/2299 [==============================] - 1167s 508ms/step - loss: 364.3957 - logits_profile_predictions_loss: 359.2714 - logcount_predictions_loss: 0.7649 - val_loss: 353.4774 - val_logits_profile_predictions_loss: 349.5412 - val_logcount_predictions_loss: 0.5875 Epoch 00002: val_loss improved from 362.05725 to 353.47742, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 3/50 1/2299 [..............................] - ETA: 19:45 - loss: 383.0946 - logits_profile_predictions_loss: 377.0607 - logcount_predictions_loss: 0.9006 2/2299 [..............................] - ETA: 18:42 - loss: 361.7507 - logits_profile_predictions_loss: 356.5812 - logcount_predictions_loss: 0.7716 3/2299 [..............................] - ETA: 18:42 - loss: 355.0795 - 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[============================>.] - ETA: 19s - loss: 357.6577 - logits_profile_predictions_loss: 353.1260 - logcount_predictions_loss: 0.6764 2261/2299 [============================>.] - ETA: 18s - loss: 357.6572 - logits_profile_predictions_loss: 353.1255 - logcount_predictions_loss: 0.6764 2262/2299 [============================>.] - ETA: 18s - loss: 357.6566 - logits_profile_predictions_loss: 353.1250 - logcount_predictions_loss: 0.6764 2263/2299 [============================>.] - ETA: 17s - loss: 357.6561 - logits_profile_predictions_loss: 353.1245 - logcount_predictions_loss: 0.6764 2264/2299 [============================>.] - ETA: 17s - loss: 357.6556 - logits_profile_predictions_loss: 353.1240 - logcount_predictions_loss: 0.6763 2265/2299 [============================>.] - ETA: 16s - loss: 357.6551 - logits_profile_predictions_loss: 353.1235 - logcount_predictions_loss: 0.6763 2266/2299 [============================>.] - ETA: 16s - loss: 357.6546 - 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[============================>.] - ETA: 12s - loss: 357.6510 - logits_profile_predictions_loss: 353.1196 - logcount_predictions_loss: 0.6763 2274/2299 [============================>.] - ETA: 12s - loss: 357.6505 - logits_profile_predictions_loss: 353.1191 - logcount_predictions_loss: 0.6763 2275/2299 [============================>.] - ETA: 11s - loss: 357.6500 - logits_profile_predictions_loss: 353.1186 - logcount_predictions_loss: 0.6763 2276/2299 [============================>.] - ETA: 11s - loss: 357.6495 - logits_profile_predictions_loss: 353.1182 - logcount_predictions_loss: 0.6763 2277/2299 [============================>.] - ETA: 10s - loss: 357.6489 - logits_profile_predictions_loss: 353.1177 - logcount_predictions_loss: 0.6763 2278/2299 [============================>.] - ETA: 10s - loss: 357.6484 - logits_profile_predictions_loss: 353.1172 - logcount_predictions_loss: 0.6763 2279/2299 [============================>.] - ETA: 9s - loss: 357.6479 - logits_profile_predictions_loss: 353.1167 - logcount_predictions_loss: 0.6763  2280/2299 [============================>.] - ETA: 9s - loss: 357.6474 - logits_profile_predictions_loss: 353.1162 - logcount_predictions_loss: 0.6763 2281/2299 [============================>.] - ETA: 8s - loss: 357.6469 - logits_profile_predictions_loss: 353.1157 - logcount_predictions_loss: 0.6763 2282/2299 [============================>.] - ETA: 8s - loss: 357.6464 - logits_profile_predictions_loss: 353.1152 - logcount_predictions_loss: 0.6763 2283/2299 [============================>.] - ETA: 7s - loss: 357.6459 - logits_profile_predictions_loss: 353.1147 - logcount_predictions_loss: 0.6763 2284/2299 [============================>.] - ETA: 7s - loss: 357.6454 - logits_profile_predictions_loss: 353.1142 - logcount_predictions_loss: 0.6763 2285/2299 [============================>.] - ETA: 6s - loss: 357.6448 - logits_profile_predictions_loss: 353.1137 - logcount_predictions_loss: 0.6763 2286/2299 [============================>.] - ETA: 6s - 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2293/2299 [============================>.] - ETA: 2s - loss: 357.6405 - logits_profile_predictions_loss: 353.1096 - logcount_predictions_loss: 0.6762 2294/2299 [============================>.] - ETA: 2s - loss: 357.6400 - logits_profile_predictions_loss: 353.1091 - logcount_predictions_loss: 0.6762 2295/2299 [============================>.] - ETA: 1s - loss: 357.6395 - logits_profile_predictions_loss: 353.1087 - logcount_predictions_loss: 0.6762 2296/2299 [============================>.] - ETA: 1s - loss: 357.6390 - logits_profile_predictions_loss: 353.1082 - logcount_predictions_loss: 0.6762 2297/2299 [============================>.] - ETA: 0s - loss: 357.6385 - logits_profile_predictions_loss: 353.1077 - logcount_predictions_loss: 0.6762 2298/2299 [============================>.] - ETA: 0s - loss: 357.6379 - logits_profile_predictions_loss: 353.1072 - logcount_predictions_loss: 0.6762 2299/2299 [==============================] - ETA: 0s - loss: 357.6374 - logits_profile_predictions_loss: 353.1067 - logcount_predictions_loss: 0.6762 2299/2299 [==============================] - 1167s 508ms/step - loss: 357.6369 - logits_profile_predictions_loss: 353.1062 - logcount_predictions_loss: 0.6762 - val_loss: 350.2047 - val_logits_profile_predictions_loss: 346.4240 - val_logcount_predictions_loss: 0.5643 Epoch 00003: val_loss improved from 353.47742 to 350.20474, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 4/50 1/2299 [..............................] - ETA: 20:12 - loss: 312.0906 - logits_profile_predictions_loss: 308.4794 - logcount_predictions_loss: 0.5390 2/2299 [..............................] - ETA: 18:42 - loss: 325.8399 - logits_profile_predictions_loss: 322.3307 - logcount_predictions_loss: 0.5238 3/2299 [..............................] - ETA: 18:41 - loss: 325.2962 - logits_profile_predictions_loss: 321.9137 - logcount_predictions_loss: 0.5049 4/2299 [..............................] - ETA: 18:40 - loss: 328.9965 - logits_profile_predictions_loss: 325.5886 - logcount_predictions_loss: 0.5086 5/2299 [..............................] - ETA: 18:40 - loss: 329.2200 - logits_profile_predictions_loss: 325.7940 - logcount_predictions_loss: 0.5113 6/2299 [..............................] - ETA: 18:40 - loss: 332.1946 - logits_profile_predictions_loss: 328.7265 - logcount_predictions_loss: 0.5176 7/2299 [..............................] - ETA: 18:39 - loss: 335.4083 - logits_profile_predictions_loss: 331.8985 - logcount_predictions_loss: 0.5238 8/2299 [..............................] - ETA: 18:39 - loss: 338.0981 - logits_profile_predictions_loss: 334.5452 - logcount_predictions_loss: 0.5303 9/2299 [..............................] - ETA: 18:39 - loss: 340.1685 - logits_profile_predictions_loss: 336.5737 - logcount_predictions_loss: 0.5365 10/2299 [..............................] - ETA: 18:38 - loss: 341.3980 - logits_profile_predictions_loss: 337.7423 - logcount_predictions_loss: 0.5456 11/2299 [..............................] - ETA: 18:38 - loss: 342.4611 - logits_profile_predictions_loss: 338.7449 - logcount_predictions_loss: 0.5546 12/2299 [..............................] - ETA: 18:38 - loss: 343.5878 - logits_profile_predictions_loss: 339.8207 - logcount_predictions_loss: 0.5623 13/2299 [..............................] - ETA: 18:37 - loss: 344.8020 - logits_profile_predictions_loss: 340.9913 - logcount_predictions_loss: 0.5688 14/2299 [..............................] - ETA: 18:37 - loss: 345.9515 - logits_profile_predictions_loss: 342.1012 - logcount_predictions_loss: 0.5747 15/2299 [..............................] - ETA: 18:36 - loss: 346.7101 - logits_profile_predictions_loss: 342.8314 - logcount_predictions_loss: 0.5789 16/2299 [..............................] - ETA: 18:36 - loss: 347.4622 - logits_profile_predictions_loss: 343.5581 - logcount_predictions_loss: 0.5827 17/2299 [..............................] - ETA: 18:35 - loss: 347.9473 - logits_profile_predictions_loss: 344.0242 - logcount_predictions_loss: 0.5855 18/2299 [..............................] - ETA: 18:35 - loss: 348.3842 - logits_profile_predictions_loss: 344.4419 - logcount_predictions_loss: 0.5884 19/2299 [..............................] - ETA: 18:34 - loss: 348.6285 - logits_profile_predictions_loss: 344.6712 - logcount_predictions_loss: 0.5906 20/2299 [..............................] - ETA: 18:34 - loss: 348.9295 - logits_profile_predictions_loss: 344.9564 - logcount_predictions_loss: 0.5930 21/2299 [..............................] - ETA: 18:33 - loss: 349.1626 - logits_profile_predictions_loss: 345.1779 - logcount_predictions_loss: 0.5947 22/2299 [..............................] - ETA: 18:33 - loss: 349.3381 - logits_profile_predictions_loss: 345.3441 - logcount_predictions_loss: 0.5961 23/2299 [..............................] - ETA: 18:32 - loss: 349.5299 - logits_profile_predictions_loss: 345.5289 - logcount_predictions_loss: 0.5972 24/2299 [..............................] - ETA: 18:32 - loss: 349.7813 - logits_profile_predictions_loss: 345.7732 - logcount_predictions_loss: 0.5982 25/2299 [..............................] - ETA: 18:31 - loss: 350.1365 - logits_profile_predictions_loss: 346.1211 - logcount_predictions_loss: 0.5993 26/2299 [..............................] - ETA: 18:31 - loss: 350.4220 - logits_profile_predictions_loss: 346.4006 - logcount_predictions_loss: 0.6002 27/2299 [..............................] - ETA: 18:30 - loss: 350.6652 - logits_profile_predictions_loss: 346.6379 - logcount_predictions_loss: 0.6011 28/2299 [..............................] - ETA: 18:30 - loss: 350.8458 - logits_profile_predictions_loss: 346.8132 - logcount_predictions_loss: 0.6019 29/2299 [..............................] - ETA: 18:30 - loss: 351.0286 - logits_profile_predictions_loss: 346.9913 - logcount_predictions_loss: 0.6026 30/2299 [..............................] - ETA: 18:29 - loss: 351.1927 - logits_profile_predictions_loss: 347.1491 - logcount_predictions_loss: 0.6035 31/2299 [..............................] - ETA: 18:29 - loss: 351.2890 - logits_profile_predictions_loss: 347.2390 - logcount_predictions_loss: 0.6045 32/2299 [..............................] - ETA: 18:28 - loss: 351.4683 - logits_profile_predictions_loss: 347.4082 - logcount_predictions_loss: 0.6060 33/2299 [..............................] - ETA: 18:28 - loss: 351.7086 - logits_profile_predictions_loss: 347.6385 - logcount_predictions_loss: 0.6075 34/2299 [..............................] - ETA: 18:27 - loss: 351.9682 - logits_profile_predictions_loss: 347.8867 - logcount_predictions_loss: 0.6092 35/2299 [..............................] - ETA: 18:27 - loss: 352.2779 - logits_profile_predictions_loss: 348.1853 - logcount_predictions_loss: 0.6108 36/2299 [..............................] - ETA: 18:26 - loss: 352.5346 - logits_profile_predictions_loss: 348.4309 - logcount_predictions_loss: 0.6125 37/2299 [..............................] - ETA: 18:26 - loss: 352.7440 - logits_profile_predictions_loss: 348.6291 - logcount_predictions_loss: 0.6142 38/2299 [..............................] - ETA: 18:25 - loss: 352.9260 - logits_profile_predictions_loss: 348.7979 - logcount_predictions_loss: 0.6161 39/2299 [..............................] - ETA: 18:25 - loss: 353.0594 - logits_profile_predictions_loss: 348.9196 - logcount_predictions_loss: 0.6179 40/2299 [..............................] - ETA: 18:24 - loss: 353.2549 - logits_profile_predictions_loss: 349.1029 - logcount_predictions_loss: 0.6197 41/2299 [..............................] - ETA: 18:24 - loss: 353.4514 - logits_profile_predictions_loss: 349.2877 - logcount_predictions_loss: 0.6214 42/2299 [..............................] - ETA: 18:23 - loss: 353.6443 - logits_profile_predictions_loss: 349.4694 - logcount_predictions_loss: 0.6231 43/2299 [..............................] - ETA: 18:23 - loss: 353.7721 - logits_profile_predictions_loss: 349.5874 - logcount_predictions_loss: 0.6246 44/2299 [..............................] - ETA: 18:22 - loss: 353.9016 - logits_profile_predictions_loss: 349.7069 - logcount_predictions_loss: 0.6261 45/2299 [..............................] - ETA: 18:22 - loss: 354.0231 - logits_profile_predictions_loss: 349.8185 - logcount_predictions_loss: 0.6276 46/2299 [..............................] - ETA: 18:21 - loss: 354.1108 - logits_profile_predictions_loss: 349.8963 - logcount_predictions_loss: 0.6290 47/2299 [..............................] - ETA: 18:21 - loss: 354.1667 - logits_profile_predictions_loss: 349.9433 - logcount_predictions_loss: 0.6304 48/2299 [..............................] - ETA: 18:21 - loss: 354.1856 - logits_profile_predictions_loss: 349.9543 - logcount_predictions_loss: 0.6315 49/2299 [..............................] - ETA: 18:20 - loss: 354.1954 - logits_profile_predictions_loss: 349.9567 - logcount_predictions_loss: 0.6326 50/2299 [..............................] - ETA: 18:20 - loss: 354.2367 - logits_profile_predictions_loss: 349.9905 - logcount_predictions_loss: 0.6338 51/2299 [..............................] - ETA: 18:19 - loss: 354.3233 - logits_profile_predictions_loss: 350.0699 - logcount_predictions_loss: 0.6348 52/2299 [..............................] - ETA: 18:19 - loss: 354.4150 - logits_profile_predictions_loss: 350.1549 - logcount_predictions_loss: 0.6358 53/2299 [..............................] - ETA: 18:18 - loss: 354.5023 - logits_profile_predictions_loss: 350.2360 - logcount_predictions_loss: 0.6368 54/2299 [..............................] - ETA: 18:18 - loss: 354.5851 - logits_profile_predictions_loss: 350.3126 - logcount_predictions_loss: 0.6377 55/2299 [..............................] - ETA: 18:17 - loss: 354.6430 - logits_profile_predictions_loss: 350.3651 - logcount_predictions_loss: 0.6385 56/2299 [..............................] - ETA: 18:17 - loss: 354.6633 - logits_profile_predictions_loss: 350.3798 - logcount_predictions_loss: 0.6393 57/2299 [..............................] - ETA: 18:16 - loss: 354.6788 - logits_profile_predictions_loss: 350.3900 - logcount_predictions_loss: 0.6401 58/2299 [..............................] - ETA: 18:16 - loss: 354.6949 - logits_profile_predictions_loss: 350.4013 - logcount_predictions_loss: 0.6408 59/2299 [..............................] - ETA: 18:15 - loss: 354.7073 - logits_profile_predictions_loss: 350.4085 - logcount_predictions_loss: 0.6416 60/2299 [..............................] - ETA: 18:15 - loss: 354.7100 - logits_profile_predictions_loss: 350.4062 - logcount_predictions_loss: 0.6424 61/2299 [..............................] - ETA: 18:14 - loss: 354.7336 - logits_profile_predictions_loss: 350.4244 - logcount_predictions_loss: 0.6432 62/2299 [..............................] - ETA: 18:14 - loss: 354.7466 - 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[..............................] - ETA: 18:10 - loss: 354.8247 - logits_profile_predictions_loss: 350.4805 - logcount_predictions_loss: 0.6484 70/2299 [..............................] - ETA: 18:10 - loss: 354.8269 - logits_profile_predictions_loss: 350.4792 - logcount_predictions_loss: 0.6489 71/2299 [..............................] - ETA: 18:09 - loss: 354.8268 - logits_profile_predictions_loss: 350.4761 - logcount_predictions_loss: 0.6494 72/2299 [..............................] - ETA: 18:09 - loss: 354.8192 - logits_profile_predictions_loss: 350.4658 - logcount_predictions_loss: 0.6497 73/2299 [..............................] - ETA: 18:08 - loss: 354.8031 - logits_profile_predictions_loss: 350.4474 - logcount_predictions_loss: 0.6501 74/2299 [..............................] - ETA: 18:08 - loss: 354.7932 - logits_profile_predictions_loss: 350.4353 - logcount_predictions_loss: 0.6504 75/2299 [..............................] - ETA: 18:07 - loss: 354.7813 - 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[>.............................] - ETA: 18:04 - loss: 354.6955 - logits_profile_predictions_loss: 350.3232 - logcount_predictions_loss: 0.6526 83/2299 [>.............................] - ETA: 18:04 - loss: 354.6894 - logits_profile_predictions_loss: 350.3158 - logcount_predictions_loss: 0.6528 84/2299 [>.............................] - ETA: 18:03 - loss: 354.6755 - logits_profile_predictions_loss: 350.3007 - logcount_predictions_loss: 0.6530 85/2299 [>.............................] - ETA: 18:03 - loss: 354.6569 - logits_profile_predictions_loss: 350.2812 - logcount_predictions_loss: 0.6531 86/2299 [>.............................] - ETA: 18:02 - loss: 354.6342 - logits_profile_predictions_loss: 350.2575 - logcount_predictions_loss: 0.6532 87/2299 [>.............................] - ETA: 18:02 - loss: 354.6134 - logits_profile_predictions_loss: 350.2358 - logcount_predictions_loss: 0.6534 88/2299 [>.............................] - ETA: 18:01 - loss: 354.5892 - 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[============================>.] - ETA: 34s - loss: 353.7024 - logits_profile_predictions_loss: 349.4587 - logcount_predictions_loss: 0.6334 2229/2299 [============================>.] - ETA: 34s - loss: 353.7024 - logits_profile_predictions_loss: 349.4587 - logcount_predictions_loss: 0.6334 2230/2299 [============================>.] - ETA: 33s - loss: 353.7024 - logits_profile_predictions_loss: 349.4588 - logcount_predictions_loss: 0.6334 2231/2299 [============================>.] - ETA: 33s - loss: 353.7024 - logits_profile_predictions_loss: 349.4588 - logcount_predictions_loss: 0.6334 2232/2299 [============================>.] - ETA: 32s - loss: 353.7024 - logits_profile_predictions_loss: 349.4589 - logcount_predictions_loss: 0.6334 2233/2299 [============================>.] - ETA: 32s - loss: 353.7024 - logits_profile_predictions_loss: 349.4589 - logcount_predictions_loss: 0.6334 2234/2299 [============================>.] - ETA: 31s - loss: 353.7024 - 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[============================>.] - ETA: 22s - loss: 353.7023 - logits_profile_predictions_loss: 349.4593 - logcount_predictions_loss: 0.6333 2255/2299 [============================>.] - ETA: 21s - loss: 353.7022 - logits_profile_predictions_loss: 349.4593 - logcount_predictions_loss: 0.6333 2256/2299 [============================>.] - ETA: 21s - loss: 353.7022 - logits_profile_predictions_loss: 349.4593 - logcount_predictions_loss: 0.6333 2257/2299 [============================>.] - ETA: 20s - loss: 353.7022 - logits_profile_predictions_loss: 349.4593 - logcount_predictions_loss: 0.6333 2258/2299 [============================>.] - ETA: 20s - loss: 353.7021 - logits_profile_predictions_loss: 349.4593 - logcount_predictions_loss: 0.6333 2259/2299 [============================>.] - ETA: 19s - loss: 353.7021 - logits_profile_predictions_loss: 349.4592 - logcount_predictions_loss: 0.6333 2260/2299 [============================>.] - ETA: 19s - loss: 353.7020 - 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[============================>.] - ETA: 15s - loss: 353.7014 - logits_profile_predictions_loss: 349.4588 - logcount_predictions_loss: 0.6333 2268/2299 [============================>.] - ETA: 15s - loss: 353.7013 - logits_profile_predictions_loss: 349.4588 - logcount_predictions_loss: 0.6333 2269/2299 [============================>.] - ETA: 14s - loss: 353.7012 - logits_profile_predictions_loss: 349.4587 - logcount_predictions_loss: 0.6333 2270/2299 [============================>.] - ETA: 14s - loss: 353.7011 - logits_profile_predictions_loss: 349.4586 - logcount_predictions_loss: 0.6332 2271/2299 [============================>.] - ETA: 13s - loss: 353.7010 - logits_profile_predictions_loss: 349.4586 - logcount_predictions_loss: 0.6332 2272/2299 [============================>.] - ETA: 13s - loss: 353.7009 - logits_profile_predictions_loss: 349.4585 - logcount_predictions_loss: 0.6332 2273/2299 [============================>.] - ETA: 12s - loss: 353.7008 - 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[============================>.] - ETA: 9s - loss: 353.7002 - logits_profile_predictions_loss: 349.4580 - logcount_predictions_loss: 0.6332 2281/2299 [============================>.] - ETA: 8s - loss: 353.7001 - logits_profile_predictions_loss: 349.4580 - logcount_predictions_loss: 0.6332 2282/2299 [============================>.] - ETA: 8s - loss: 353.7001 - logits_profile_predictions_loss: 349.4579 - logcount_predictions_loss: 0.6332 2283/2299 [============================>.] - ETA: 7s - loss: 353.7000 - logits_profile_predictions_loss: 349.4579 - logcount_predictions_loss: 0.6332 2284/2299 [============================>.] - ETA: 7s - loss: 353.6999 - logits_profile_predictions_loss: 349.4578 - logcount_predictions_loss: 0.6332 2285/2299 [============================>.] - ETA: 6s - loss: 353.6998 - logits_profile_predictions_loss: 349.4578 - logcount_predictions_loss: 0.6332 2286/2299 [============================>.] - ETA: 6s - loss: 353.6998 - logits_profile_predictions_loss: 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loss: 353.6994 - logits_profile_predictions_loss: 349.4576 - logcount_predictions_loss: 0.6331 2294/2299 [============================>.] - ETA: 2s - loss: 353.6993 - logits_profile_predictions_loss: 349.4575 - logcount_predictions_loss: 0.6331 2295/2299 [============================>.] - ETA: 1s - loss: 353.6993 - logits_profile_predictions_loss: 349.4575 - logcount_predictions_loss: 0.6331 2296/2299 [============================>.] - ETA: 1s - loss: 353.6992 - logits_profile_predictions_loss: 349.4575 - logcount_predictions_loss: 0.6331 2297/2299 [============================>.] - ETA: 0s - loss: 353.6991 - logits_profile_predictions_loss: 349.4574 - logcount_predictions_loss: 0.6331 2298/2299 [============================>.] - ETA: 0s - loss: 353.6990 - logits_profile_predictions_loss: 349.4574 - logcount_predictions_loss: 0.6331 2299/2299 [==============================] - ETA: 0s - loss: 353.6990 - logits_profile_predictions_loss: 349.4573 - logcount_predictions_loss: 0.6331 2299/2299 [==============================] - 1167s 508ms/step - loss: 353.6989 - logits_profile_predictions_loss: 349.4572 - logcount_predictions_loss: 0.6331 - val_loss: 351.4261 - val_logits_profile_predictions_loss: 347.9765 - val_logcount_predictions_loss: 0.5149 Epoch 00004: val_loss did not improve from 350.20474 Epoch 5/50 1/2299 [..............................] - ETA: 19:44 - loss: 277.1458 - logits_profile_predictions_loss: 274.7753 - logcount_predictions_loss: 0.3538 2/2299 [..............................] - ETA: 18:43 - loss: 290.4753 - logits_profile_predictions_loss: 288.1407 - logcount_predictions_loss: 0.3484 3/2299 [..............................] - ETA: 18:42 - loss: 300.3655 - logits_profile_predictions_loss: 297.6178 - logcount_predictions_loss: 0.4101 4/2299 [..............................] - ETA: 18:41 - loss: 307.1962 - logits_profile_predictions_loss: 304.1087 - logcount_predictions_loss: 0.4608 5/2299 [..............................] - ETA: 18:41 - loss: 310.6367 - logits_profile_predictions_loss: 307.3106 - logcount_predictions_loss: 0.4964 6/2299 [..............................] - ETA: 18:40 - loss: 313.1229 - logits_profile_predictions_loss: 309.6460 - logcount_predictions_loss: 0.5189 7/2299 [..............................] - ETA: 18:40 - loss: 314.2178 - logits_profile_predictions_loss: 310.6225 - logcount_predictions_loss: 0.5366 8/2299 [..............................] - ETA: 18:40 - loss: 315.8506 - logits_profile_predictions_loss: 312.1562 - logcount_predictions_loss: 0.5514 9/2299 [..............................] - ETA: 18:39 - loss: 317.3254 - logits_profile_predictions_loss: 313.5613 - logcount_predictions_loss: 0.5618 10/2299 [..............................] - ETA: 18:39 - loss: 319.1623 - logits_profile_predictions_loss: 315.3545 - logcount_predictions_loss: 0.5683 11/2299 [..............................] - ETA: 18:39 - loss: 320.5623 - logits_profile_predictions_loss: 316.7149 - logcount_predictions_loss: 0.5743 12/2299 [..............................] - ETA: 18:38 - loss: 321.9645 - logits_profile_predictions_loss: 318.0852 - logcount_predictions_loss: 0.5790 13/2299 [..............................] - ETA: 18:38 - loss: 323.1971 - logits_profile_predictions_loss: 319.2831 - logcount_predictions_loss: 0.5842 14/2299 [..............................] - ETA: 18:37 - loss: 324.2425 - logits_profile_predictions_loss: 320.3043 - logcount_predictions_loss: 0.5878 15/2299 [..............................] - ETA: 18:37 - loss: 324.8856 - logits_profile_predictions_loss: 320.9303 - logcount_predictions_loss: 0.5903 16/2299 [..............................] - ETA: 18:36 - loss: 325.3365 - logits_profile_predictions_loss: 321.3688 - logcount_predictions_loss: 0.5922 17/2299 [..............................] - ETA: 18:36 - loss: 325.7582 - logits_profile_predictions_loss: 321.7831 - logcount_predictions_loss: 0.5933 18/2299 [..............................] - ETA: 18:35 - loss: 326.2442 - logits_profile_predictions_loss: 322.2640 - logcount_predictions_loss: 0.5941 19/2299 [..............................] - ETA: 18:35 - loss: 326.8212 - logits_profile_predictions_loss: 322.8354 - logcount_predictions_loss: 0.5949 20/2299 [..............................] - ETA: 18:34 - loss: 327.4816 - logits_profile_predictions_loss: 323.4836 - logcount_predictions_loss: 0.5967 21/2299 [..............................] - ETA: 18:34 - loss: 327.9532 - logits_profile_predictions_loss: 323.9475 - logcount_predictions_loss: 0.5979 22/2299 [..............................] - ETA: 18:33 - loss: 328.4944 - logits_profile_predictions_loss: 324.4810 - logcount_predictions_loss: 0.5990 23/2299 [..............................] - ETA: 18:33 - loss: 328.9143 - logits_profile_predictions_loss: 324.8935 - logcount_predictions_loss: 0.6001 24/2299 [..............................] - ETA: 18:32 - loss: 329.3627 - logits_profile_predictions_loss: 325.3342 - logcount_predictions_loss: 0.6013 25/2299 [..............................] - ETA: 18:32 - loss: 329.8795 - logits_profile_predictions_loss: 325.8430 - logcount_predictions_loss: 0.6025 26/2299 [..............................] - ETA: 18:31 - loss: 330.3660 - logits_profile_predictions_loss: 326.3227 - logcount_predictions_loss: 0.6035 27/2299 [..............................] - ETA: 18:31 - loss: 330.7828 - logits_profile_predictions_loss: 326.7338 - logcount_predictions_loss: 0.6043 28/2299 [..............................] - ETA: 18:30 - loss: 331.3257 - logits_profile_predictions_loss: 327.2714 - logcount_predictions_loss: 0.6051 29/2299 [..............................] - ETA: 18:30 - loss: 331.9391 - logits_profile_predictions_loss: 327.8802 - logcount_predictions_loss: 0.6058 30/2299 [..............................] - ETA: 18:30 - loss: 332.5187 - logits_profile_predictions_loss: 328.4549 - logcount_predictions_loss: 0.6065 31/2299 [..............................] - ETA: 18:29 - loss: 333.0865 - logits_profile_predictions_loss: 329.0178 - logcount_predictions_loss: 0.6073 32/2299 [..............................] - ETA: 18:29 - loss: 333.5905 - logits_profile_predictions_loss: 329.5177 - logcount_predictions_loss: 0.6079 33/2299 [..............................] - ETA: 18:28 - loss: 334.0392 - logits_profile_predictions_loss: 329.9621 - logcount_predictions_loss: 0.6085 34/2299 [..............................] - ETA: 18:28 - loss: 334.5097 - logits_profile_predictions_loss: 330.4280 - logcount_predictions_loss: 0.6092 35/2299 [..............................] - ETA: 18:27 - loss: 334.9954 - logits_profile_predictions_loss: 330.9094 - logcount_predictions_loss: 0.6099 36/2299 [..............................] - ETA: 18:27 - loss: 335.4672 - logits_profile_predictions_loss: 331.3771 - logcount_predictions_loss: 0.6105 37/2299 [..............................] - ETA: 18:26 - loss: 335.9511 - logits_profile_predictions_loss: 331.8571 - logcount_predictions_loss: 0.6110 38/2299 [..............................] - ETA: 18:26 - loss: 336.3817 - logits_profile_predictions_loss: 332.2841 - logcount_predictions_loss: 0.6116 39/2299 [..............................] - ETA: 18:25 - loss: 336.8057 - logits_profile_predictions_loss: 332.7050 - logcount_predictions_loss: 0.6121 40/2299 [..............................] - ETA: 18:25 - loss: 337.2259 - logits_profile_predictions_loss: 333.1220 - logcount_predictions_loss: 0.6125 41/2299 [..............................] - ETA: 18:24 - loss: 337.6344 - logits_profile_predictions_loss: 333.5281 - logcount_predictions_loss: 0.6129 42/2299 [..............................] - ETA: 18:24 - loss: 338.0376 - logits_profile_predictions_loss: 333.9281 - logcount_predictions_loss: 0.6134 43/2299 [..............................] - ETA: 18:23 - loss: 338.4582 - logits_profile_predictions_loss: 334.3464 - logcount_predictions_loss: 0.6137 44/2299 [..............................] - ETA: 18:23 - loss: 338.8780 - logits_profile_predictions_loss: 334.7644 - logcount_predictions_loss: 0.6140 45/2299 [..............................] - ETA: 18:22 - loss: 339.2604 - logits_profile_predictions_loss: 335.1451 - logcount_predictions_loss: 0.6142 46/2299 [..............................] - ETA: 18:22 - loss: 339.6597 - logits_profile_predictions_loss: 335.5427 - logcount_predictions_loss: 0.6145 47/2299 [..............................] - ETA: 18:21 - loss: 340.0206 - logits_profile_predictions_loss: 335.9020 - logcount_predictions_loss: 0.6147 48/2299 [..............................] - ETA: 18:21 - loss: 340.3836 - logits_profile_predictions_loss: 336.2636 - logcount_predictions_loss: 0.6149 49/2299 [..............................] - ETA: 18:20 - loss: 340.7407 - logits_profile_predictions_loss: 336.6187 - logcount_predictions_loss: 0.6152 50/2299 [..............................] - ETA: 18:20 - loss: 341.0741 - logits_profile_predictions_loss: 336.9504 - logcount_predictions_loss: 0.6155 51/2299 [..............................] - ETA: 18:19 - loss: 341.3878 - logits_profile_predictions_loss: 337.2628 - logcount_predictions_loss: 0.6157 52/2299 [..............................] - ETA: 18:19 - loss: 341.7007 - logits_profile_predictions_loss: 337.5745 - logcount_predictions_loss: 0.6159 53/2299 [..............................] - ETA: 18:18 - loss: 341.9957 - logits_profile_predictions_loss: 337.8680 - logcount_predictions_loss: 0.6161 54/2299 [..............................] - ETA: 18:18 - loss: 342.2894 - logits_profile_predictions_loss: 338.1605 - logcount_predictions_loss: 0.6163 55/2299 [..............................] - ETA: 18:17 - loss: 342.5789 - logits_profile_predictions_loss: 338.4490 - logcount_predictions_loss: 0.6164 56/2299 [..............................] - ETA: 18:17 - loss: 342.8701 - logits_profile_predictions_loss: 338.7394 - logcount_predictions_loss: 0.6165 57/2299 [..............................] - ETA: 18:16 - loss: 343.1368 - logits_profile_predictions_loss: 339.0053 - logcount_predictions_loss: 0.6167 58/2299 [..............................] - ETA: 18:16 - loss: 343.3848 - logits_profile_predictions_loss: 339.2526 - logcount_predictions_loss: 0.6168 59/2299 [..............................] - ETA: 18:15 - loss: 343.6189 - logits_profile_predictions_loss: 339.4861 - logcount_predictions_loss: 0.6168 60/2299 [..............................] - ETA: 18:15 - loss: 343.8452 - logits_profile_predictions_loss: 339.7121 - logcount_predictions_loss: 0.6169 61/2299 [..............................] - ETA: 18:14 - loss: 344.0661 - logits_profile_predictions_loss: 339.9328 - logcount_predictions_loss: 0.6169 62/2299 [..............................] - ETA: 18:14 - loss: 344.2703 - logits_profile_predictions_loss: 340.1368 - logcount_predictions_loss: 0.6169 63/2299 [..............................] - ETA: 18:13 - loss: 344.4610 - logits_profile_predictions_loss: 340.3275 - logcount_predictions_loss: 0.6169 64/2299 [..............................] - ETA: 18:13 - loss: 344.6385 - logits_profile_predictions_loss: 340.5049 - logcount_predictions_loss: 0.6170 65/2299 [..............................] - ETA: 18:12 - loss: 344.8050 - logits_profile_predictions_loss: 340.6713 - logcount_predictions_loss: 0.6170 66/2299 [..............................] - ETA: 18:12 - loss: 344.9623 - logits_profile_predictions_loss: 340.8285 - logcount_predictions_loss: 0.6170 67/2299 [..............................] - ETA: 18:11 - loss: 345.1058 - logits_profile_predictions_loss: 340.9721 - logcount_predictions_loss: 0.6170 68/2299 [..............................] - ETA: 18:11 - loss: 345.2348 - logits_profile_predictions_loss: 341.1015 - logcount_predictions_loss: 0.6169 69/2299 [..............................] - ETA: 18:10 - loss: 345.3756 - logits_profile_predictions_loss: 341.2427 - logcount_predictions_loss: 0.6168 70/2299 [..............................] - ETA: 18:10 - loss: 345.5108 - logits_profile_predictions_loss: 341.3787 - logcount_predictions_loss: 0.6167 71/2299 [..............................] - ETA: 18:09 - loss: 345.6427 - logits_profile_predictions_loss: 341.5113 - logcount_predictions_loss: 0.6166 72/2299 [..............................] - ETA: 18:09 - loss: 345.7680 - logits_profile_predictions_loss: 341.6373 - logcount_predictions_loss: 0.6165 73/2299 [..............................] - ETA: 18:09 - loss: 345.8877 - logits_profile_predictions_loss: 341.7578 - logcount_predictions_loss: 0.6164 74/2299 [..............................] - ETA: 18:08 - loss: 346.0067 - logits_profile_predictions_loss: 341.8775 - logcount_predictions_loss: 0.6163 75/2299 [..............................] - ETA: 18:08 - loss: 346.1355 - logits_profile_predictions_loss: 342.0070 - logcount_predictions_loss: 0.6162 76/2299 [..............................] - ETA: 18:07 - loss: 346.2601 - logits_profile_predictions_loss: 342.1325 - logcount_predictions_loss: 0.6161 77/2299 [>.............................] - ETA: 18:07 - loss: 346.3936 - logits_profile_predictions_loss: 342.2667 - logcount_predictions_loss: 0.6160 78/2299 [>.............................] - ETA: 18:06 - loss: 346.5209 - logits_profile_predictions_loss: 342.3946 - logcount_predictions_loss: 0.6159 79/2299 [>.............................] - ETA: 18:06 - loss: 346.6607 - logits_profile_predictions_loss: 342.5351 - logcount_predictions_loss: 0.6158 80/2299 [>.............................] - ETA: 18:05 - loss: 346.7897 - logits_profile_predictions_loss: 342.6646 - logcount_predictions_loss: 0.6157 81/2299 [>.............................] - ETA: 18:05 - loss: 346.9254 - logits_profile_predictions_loss: 342.8007 - logcount_predictions_loss: 0.6156 82/2299 [>.............................] - ETA: 18:04 - loss: 347.0579 - logits_profile_predictions_loss: 342.9335 - logcount_predictions_loss: 0.6156 83/2299 [>.............................] - ETA: 18:04 - loss: 347.1961 - logits_profile_predictions_loss: 343.0718 - logcount_predictions_loss: 0.6156 84/2299 [>.............................] - ETA: 18:03 - loss: 347.3379 - logits_profile_predictions_loss: 343.2136 - logcount_predictions_loss: 0.6156 85/2299 [>.............................] - ETA: 18:03 - loss: 347.4777 - logits_profile_predictions_loss: 343.3533 - logcount_predictions_loss: 0.6156 86/2299 [>.............................] - ETA: 18:02 - loss: 347.6148 - logits_profile_predictions_loss: 343.4903 - logcount_predictions_loss: 0.6156 87/2299 [>.............................] - ETA: 18:02 - loss: 347.7457 - logits_profile_predictions_loss: 343.6212 - logcount_predictions_loss: 0.6156 88/2299 [>.............................] - ETA: 18:01 - loss: 347.8711 - logits_profile_predictions_loss: 343.7468 - logcount_predictions_loss: 0.6156 89/2299 [>.............................] - ETA: 18:01 - loss: 347.9881 - logits_profile_predictions_loss: 343.8641 - logcount_predictions_loss: 0.6155 90/2299 [>.............................] - ETA: 18:00 - loss: 348.1050 - logits_profile_predictions_loss: 343.9812 - logcount_predictions_loss: 0.6155 91/2299 [>.............................] - ETA: 18:00 - loss: 348.2167 - logits_profile_predictions_loss: 344.0931 - logcount_predictions_loss: 0.6155 92/2299 [>.............................] - ETA: 17:59 - loss: 348.3210 - logits_profile_predictions_loss: 344.1974 - logcount_predictions_loss: 0.6155 93/2299 [>.............................] - ETA: 17:59 - loss: 348.4192 - logits_profile_predictions_loss: 344.2957 - logcount_predictions_loss: 0.6155 94/2299 [>.............................] - ETA: 17:58 - loss: 348.5139 - logits_profile_predictions_loss: 344.3903 - logcount_predictions_loss: 0.6155 95/2299 [>.............................] - ETA: 17:58 - loss: 348.6059 - logits_profile_predictions_loss: 344.4824 - logcount_predictions_loss: 0.6155 96/2299 [>.............................] - ETA: 17:57 - loss: 348.6963 - logits_profile_predictions_loss: 344.5728 - logcount_predictions_loss: 0.6155 97/2299 [>.............................] - ETA: 17:57 - loss: 348.7793 - logits_profile_predictions_loss: 344.6559 - logcount_predictions_loss: 0.6154 98/2299 [>.............................] - ETA: 17:56 - loss: 348.8651 - logits_profile_predictions_loss: 344.7418 - logcount_predictions_loss: 0.6154 99/2299 [>.............................] - ETA: 17:56 - loss: 348.9472 - logits_profile_predictions_loss: 344.8240 - logcount_predictions_loss: 0.6154 100/2299 [>.............................] - ETA: 17:55 - loss: 349.0239 - logits_profile_predictions_loss: 344.9008 - logcount_predictions_loss: 0.6154 101/2299 [>.............................] - ETA: 17:55 - loss: 349.0912 - logits_profile_predictions_loss: 344.9684 - logcount_predictions_loss: 0.6153 102/2299 [>.............................] - ETA: 17:54 - loss: 349.1545 - logits_profile_predictions_loss: 345.0321 - logcount_predictions_loss: 0.6153 103/2299 [>.............................] - ETA: 17:54 - loss: 349.2232 - logits_profile_predictions_loss: 345.1008 - logcount_predictions_loss: 0.6153 104/2299 [>.............................] - ETA: 17:53 - loss: 349.2943 - logits_profile_predictions_loss: 345.1721 - logcount_predictions_loss: 0.6152 105/2299 [>.............................] - ETA: 17:53 - loss: 349.3644 - logits_profile_predictions_loss: 345.2425 - logcount_predictions_loss: 0.6152 106/2299 [>.............................] - ETA: 17:52 - loss: 349.4331 - logits_profile_predictions_loss: 345.3113 - logcount_predictions_loss: 0.6152 107/2299 [>.............................] - ETA: 17:52 - loss: 349.5017 - logits_profile_predictions_loss: 345.3800 - logcount_predictions_loss: 0.6152 108/2299 [>.............................] - ETA: 17:51 - loss: 349.5656 - logits_profile_predictions_loss: 345.4441 - logcount_predictions_loss: 0.6152 109/2299 [>.............................] - ETA: 17:51 - loss: 349.6297 - logits_profile_predictions_loss: 345.5085 - logcount_predictions_loss: 0.6151 110/2299 [>.............................] - ETA: 17:50 - loss: 349.6870 - logits_profile_predictions_loss: 345.5660 - logcount_predictions_loss: 0.6151 111/2299 [>.............................] - ETA: 17:50 - loss: 349.7411 - logits_profile_predictions_loss: 345.6202 - logcount_predictions_loss: 0.6151 112/2299 [>.............................] - ETA: 17:49 - loss: 349.7903 - logits_profile_predictions_loss: 345.6696 - logcount_predictions_loss: 0.6150 113/2299 [>.............................] - ETA: 17:49 - loss: 349.8339 - logits_profile_predictions_loss: 345.7134 - logcount_predictions_loss: 0.6150 114/2299 [>.............................] - ETA: 17:49 - loss: 349.8789 - logits_profile_predictions_loss: 345.7588 - logcount_predictions_loss: 0.6150 115/2299 [>.............................] - ETA: 17:48 - loss: 349.9274 - logits_profile_predictions_loss: 345.8075 - logcount_predictions_loss: 0.6149 116/2299 [>.............................] - ETA: 17:48 - loss: 349.9794 - logits_profile_predictions_loss: 345.8596 - logcount_predictions_loss: 0.6149 117/2299 [>.............................] - ETA: 17:47 - loss: 350.0293 - logits_profile_predictions_loss: 345.9096 - logcount_predictions_loss: 0.6149 118/2299 [>.............................] - ETA: 17:47 - loss: 350.0751 - logits_profile_predictions_loss: 345.9556 - logcount_predictions_loss: 0.6149 119/2299 [>.............................] - ETA: 17:46 - loss: 350.1245 - logits_profile_predictions_loss: 346.0052 - logcount_predictions_loss: 0.6148 120/2299 [>.............................] - ETA: 17:46 - loss: 350.1771 - logits_profile_predictions_loss: 346.0579 - logcount_predictions_loss: 0.6148 121/2299 [>.............................] - ETA: 17:45 - loss: 350.2314 - logits_profile_predictions_loss: 346.1124 - logcount_predictions_loss: 0.6148 123/2299 [>.............................] - ETA: 17:36 - loss: 350.3317 - logits_profile_predictions_loss: 346.2129 - logcount_predictions_loss: 0.6147 124/2299 [>.............................] - ETA: 17:36 - loss: 350.3767 - logits_profile_predictions_loss: 346.2580 - logcount_predictions_loss: 0.6147 125/2299 [>.............................] - ETA: 17:35 - loss: 350.4192 - logits_profile_predictions_loss: 346.3004 - logcount_predictions_loss: 0.6148 126/2299 [>.............................] - ETA: 17:35 - loss: 350.4602 - logits_profile_predictions_loss: 346.3413 - logcount_predictions_loss: 0.6148 127/2299 [>.............................] - ETA: 17:35 - loss: 350.5012 - logits_profile_predictions_loss: 346.3820 - logcount_predictions_loss: 0.6148 128/2299 [>.............................] - ETA: 17:34 - loss: 350.5412 - logits_profile_predictions_loss: 346.4217 - logcount_predictions_loss: 0.6149 129/2299 [>.............................] - ETA: 17:34 - loss: 350.5814 - logits_profile_predictions_loss: 346.4616 - logcount_predictions_loss: 0.6149 130/2299 [>.............................] - ETA: 17:33 - loss: 350.6180 - logits_profile_predictions_loss: 346.4979 - logcount_predictions_loss: 0.6149 131/2299 [>.............................] - ETA: 17:33 - loss: 350.6525 - logits_profile_predictions_loss: 346.5321 - logcount_predictions_loss: 0.6150 132/2299 [>.............................] - ETA: 17:33 - loss: 350.6846 - logits_profile_predictions_loss: 346.5639 - logcount_predictions_loss: 0.6150 133/2299 [>.............................] - ETA: 17:32 - loss: 350.7179 - logits_profile_predictions_loss: 346.5969 - logcount_predictions_loss: 0.6151 134/2299 [>.............................] - ETA: 17:32 - loss: 350.7490 - logits_profile_predictions_loss: 346.6276 - logcount_predictions_loss: 0.6151 135/2299 [>.............................] - ETA: 17:31 - loss: 350.7776 - logits_profile_predictions_loss: 346.6557 - logcount_predictions_loss: 0.6152 136/2299 [>.............................] - ETA: 17:31 - loss: 350.8058 - logits_profile_predictions_loss: 346.6836 - logcount_predictions_loss: 0.6153 137/2299 [>.............................] - ETA: 17:30 - loss: 350.8312 - logits_profile_predictions_loss: 346.7086 - logcount_predictions_loss: 0.6153 138/2299 [>.............................] - ETA: 17:30 - loss: 350.8556 - logits_profile_predictions_loss: 346.7327 - logcount_predictions_loss: 0.6154 139/2299 [>.............................] - ETA: 17:29 - loss: 350.8821 - logits_profile_predictions_loss: 346.7589 - logcount_predictions_loss: 0.6154 140/2299 [>.............................] - ETA: 17:29 - loss: 350.9095 - logits_profile_predictions_loss: 346.7859 - logcount_predictions_loss: 0.6155 141/2299 [>.............................] - ETA: 17:29 - loss: 350.9349 - logits_profile_predictions_loss: 346.8112 - logcount_predictions_loss: 0.6155 142/2299 [>.............................] - ETA: 17:28 - loss: 350.9565 - logits_profile_predictions_loss: 346.8326 - logcount_predictions_loss: 0.6155 143/2299 [>.............................] - ETA: 17:28 - loss: 350.9756 - logits_profile_predictions_loss: 346.8515 - logcount_predictions_loss: 0.6155 144/2299 [>.............................] - ETA: 17:27 - loss: 350.9982 - logits_profile_predictions_loss: 346.8739 - logcount_predictions_loss: 0.6156 145/2299 [>.............................] - ETA: 17:27 - loss: 351.0161 - logits_profile_predictions_loss: 346.8917 - logcount_predictions_loss: 0.6156 146/2299 [>.............................] - ETA: 17:26 - loss: 351.0361 - logits_profile_predictions_loss: 346.9114 - logcount_predictions_loss: 0.6156 147/2299 [>.............................] - ETA: 17:26 - loss: 351.0551 - logits_profile_predictions_loss: 346.9302 - logcount_predictions_loss: 0.6157 148/2299 [>.............................] - ETA: 17:26 - loss: 351.0749 - logits_profile_predictions_loss: 346.9498 - logcount_predictions_loss: 0.6157 149/2299 [>.............................] - ETA: 17:25 - loss: 351.0937 - logits_profile_predictions_loss: 346.9684 - logcount_predictions_loss: 0.6157 150/2299 [>.............................] - ETA: 17:25 - loss: 351.1104 - logits_profile_predictions_loss: 346.9849 - logcount_predictions_loss: 0.6157 151/2299 [>.............................] - ETA: 17:24 - loss: 351.1256 - logits_profile_predictions_loss: 346.9999 - logcount_predictions_loss: 0.6158 152/2299 [>.............................] - ETA: 17:24 - loss: 351.1396 - logits_profile_predictions_loss: 347.0137 - logcount_predictions_loss: 0.6158 153/2299 [>.............................] - ETA: 17:23 - loss: 351.1560 - logits_profile_predictions_loss: 347.0299 - logcount_predictions_loss: 0.6158 154/2299 [=>............................] - ETA: 17:23 - loss: 351.1754 - logits_profile_predictions_loss: 347.0491 - logcount_predictions_loss: 0.6159 155/2299 [=>............................] - ETA: 17:23 - loss: 351.1930 - logits_profile_predictions_loss: 347.0664 - logcount_predictions_loss: 0.6159 156/2299 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[============================>.] - ETA: 30s - loss: 350.1450 - logits_profile_predictions_loss: 346.1276 - logcount_predictions_loss: 0.5996 2237/2299 [============================>.] - ETA: 30s - loss: 350.1451 - logits_profile_predictions_loss: 346.1277 - logcount_predictions_loss: 0.5996 2238/2299 [============================>.] - ETA: 29s - loss: 350.1452 - logits_profile_predictions_loss: 346.1278 - logcount_predictions_loss: 0.5996 2239/2299 [============================>.] - ETA: 29s - loss: 350.1453 - logits_profile_predictions_loss: 346.1280 - logcount_predictions_loss: 0.5996 2240/2299 [============================>.] - ETA: 28s - loss: 350.1453 - logits_profile_predictions_loss: 346.1281 - logcount_predictions_loss: 0.5996 2241/2299 [============================>.] - ETA: 28s - loss: 350.1454 - logits_profile_predictions_loss: 346.1282 - logcount_predictions_loss: 0.5996 2242/2299 [============================>.] - ETA: 27s - loss: 350.1455 - logits_profile_predictions_loss: 346.1283 - logcount_predictions_loss: 0.5996 2243/2299 [============================>.] - ETA: 27s - loss: 350.1456 - logits_profile_predictions_loss: 346.1285 - logcount_predictions_loss: 0.5996 2244/2299 [============================>.] - ETA: 26s - loss: 350.1457 - logits_profile_predictions_loss: 346.1286 - logcount_predictions_loss: 0.5996 2245/2299 [============================>.] - ETA: 26s - loss: 350.1458 - logits_profile_predictions_loss: 346.1287 - logcount_predictions_loss: 0.5996 2246/2299 [============================>.] - ETA: 25s - loss: 350.1459 - logits_profile_predictions_loss: 346.1288 - logcount_predictions_loss: 0.5995 2247/2299 [============================>.] - ETA: 25s - loss: 350.1460 - logits_profile_predictions_loss: 346.1290 - logcount_predictions_loss: 0.5995 2248/2299 [============================>.] - ETA: 24s - loss: 350.1461 - logits_profile_predictions_loss: 346.1291 - logcount_predictions_loss: 0.5995 2249/2299 [============================>.] - ETA: 24s - loss: 350.1462 - logits_profile_predictions_loss: 346.1292 - logcount_predictions_loss: 0.5995 2250/2299 [============================>.] - ETA: 23s - loss: 350.1463 - logits_profile_predictions_loss: 346.1294 - logcount_predictions_loss: 0.5995 2251/2299 [============================>.] - ETA: 23s - loss: 350.1464 - logits_profile_predictions_loss: 346.1295 - logcount_predictions_loss: 0.5995 2252/2299 [============================>.] - ETA: 22s - loss: 350.1465 - logits_profile_predictions_loss: 346.1296 - logcount_predictions_loss: 0.5995 2253/2299 [============================>.] - ETA: 22s - loss: 350.1466 - logits_profile_predictions_loss: 346.1298 - logcount_predictions_loss: 0.5995 2254/2299 [============================>.] - ETA: 22s - loss: 350.1467 - logits_profile_predictions_loss: 346.1299 - logcount_predictions_loss: 0.5995 2255/2299 [============================>.] - ETA: 21s - loss: 350.1468 - logits_profile_predictions_loss: 346.1300 - logcount_predictions_loss: 0.5995 2256/2299 [============================>.] - ETA: 21s - loss: 350.1469 - logits_profile_predictions_loss: 346.1302 - logcount_predictions_loss: 0.5995 2257/2299 [============================>.] - ETA: 20s - loss: 350.1470 - logits_profile_predictions_loss: 346.1303 - logcount_predictions_loss: 0.5995 2258/2299 [============================>.] - ETA: 20s - loss: 350.1471 - logits_profile_predictions_loss: 346.1304 - logcount_predictions_loss: 0.5995 2259/2299 [============================>.] - ETA: 19s - loss: 350.1472 - logits_profile_predictions_loss: 346.1306 - logcount_predictions_loss: 0.5995 2260/2299 [============================>.] - ETA: 19s - loss: 350.1473 - logits_profile_predictions_loss: 346.1307 - logcount_predictions_loss: 0.5995 2261/2299 [============================>.] - ETA: 18s - loss: 350.1474 - logits_profile_predictions_loss: 346.1308 - logcount_predictions_loss: 0.5995 2262/2299 [============================>.] - ETA: 18s - loss: 350.1475 - logits_profile_predictions_loss: 346.1310 - logcount_predictions_loss: 0.5995 2263/2299 [============================>.] - ETA: 17s - loss: 350.1476 - logits_profile_predictions_loss: 346.1311 - logcount_predictions_loss: 0.5995 2264/2299 [============================>.] - ETA: 17s - loss: 350.1477 - logits_profile_predictions_loss: 346.1313 - logcount_predictions_loss: 0.5995 2265/2299 [============================>.] - ETA: 16s - loss: 350.1478 - logits_profile_predictions_loss: 346.1314 - logcount_predictions_loss: 0.5995 2266/2299 [============================>.] - ETA: 16s - loss: 350.1479 - logits_profile_predictions_loss: 346.1315 - logcount_predictions_loss: 0.5994 2267/2299 [============================>.] - ETA: 15s - loss: 350.1480 - logits_profile_predictions_loss: 346.1317 - logcount_predictions_loss: 0.5994 2268/2299 [============================>.] - ETA: 15s - loss: 350.1482 - logits_profile_predictions_loss: 346.1319 - logcount_predictions_loss: 0.5994 2269/2299 [============================>.] - ETA: 14s - loss: 350.1483 - logits_profile_predictions_loss: 346.1320 - logcount_predictions_loss: 0.5994 2270/2299 [============================>.] - ETA: 14s - loss: 350.1484 - logits_profile_predictions_loss: 346.1322 - logcount_predictions_loss: 0.5994 2271/2299 [============================>.] - ETA: 13s - loss: 350.1486 - logits_profile_predictions_loss: 346.1324 - logcount_predictions_loss: 0.5994 2272/2299 [============================>.] - ETA: 13s - loss: 350.1488 - logits_profile_predictions_loss: 346.1326 - logcount_predictions_loss: 0.5994 2273/2299 [============================>.] - ETA: 12s - loss: 350.1489 - logits_profile_predictions_loss: 346.1328 - logcount_predictions_loss: 0.5994 2274/2299 [============================>.] - ETA: 12s - loss: 350.1491 - logits_profile_predictions_loss: 346.1330 - logcount_predictions_loss: 0.5994 2275/2299 [============================>.] - ETA: 11s - loss: 350.1493 - logits_profile_predictions_loss: 346.1332 - logcount_predictions_loss: 0.5994 2276/2299 [============================>.] - ETA: 11s - loss: 350.1495 - logits_profile_predictions_loss: 346.1334 - logcount_predictions_loss: 0.5994 2277/2299 [============================>.] - ETA: 10s - loss: 350.1496 - logits_profile_predictions_loss: 346.1336 - logcount_predictions_loss: 0.5994 2278/2299 [============================>.] - ETA: 10s - loss: 350.1498 - logits_profile_predictions_loss: 346.1338 - logcount_predictions_loss: 0.5994 2279/2299 [============================>.] - ETA: 9s - loss: 350.1499 - logits_profile_predictions_loss: 346.1340 - logcount_predictions_loss: 0.5994  2280/2299 [============================>.] - ETA: 9s - loss: 350.1501 - logits_profile_predictions_loss: 346.1342 - logcount_predictions_loss: 0.5994 2281/2299 [============================>.] - ETA: 8s - loss: 350.1503 - logits_profile_predictions_loss: 346.1344 - logcount_predictions_loss: 0.5994 2282/2299 [============================>.] - ETA: 8s - loss: 350.1504 - logits_profile_predictions_loss: 346.1346 - logcount_predictions_loss: 0.5994 2283/2299 [============================>.] - ETA: 7s - loss: 350.1506 - logits_profile_predictions_loss: 346.1348 - logcount_predictions_loss: 0.5994 2284/2299 [============================>.] - ETA: 7s - loss: 350.1508 - logits_profile_predictions_loss: 346.1350 - logcount_predictions_loss: 0.5994 2285/2299 [============================>.] - ETA: 6s - loss: 350.1510 - logits_profile_predictions_loss: 346.1352 - logcount_predictions_loss: 0.5994 2286/2299 [============================>.] - ETA: 6s - loss: 350.1511 - logits_profile_predictions_loss: 346.1354 - logcount_predictions_loss: 0.5994 2287/2299 [============================>.] - ETA: 5s - loss: 350.1513 - logits_profile_predictions_loss: 346.1356 - logcount_predictions_loss: 0.5993 2288/2299 [============================>.] - ETA: 5s - loss: 350.1515 - logits_profile_predictions_loss: 346.1358 - logcount_predictions_loss: 0.5993 2289/2299 [============================>.] - ETA: 4s - loss: 350.1517 - logits_profile_predictions_loss: 346.1360 - logcount_predictions_loss: 0.5993 2290/2299 [============================>.] - ETA: 4s - loss: 350.1518 - logits_profile_predictions_loss: 346.1362 - logcount_predictions_loss: 0.5993 2291/2299 [============================>.] - ETA: 3s - loss: 350.1520 - logits_profile_predictions_loss: 346.1364 - logcount_predictions_loss: 0.5993 2292/2299 [============================>.] - ETA: 3s - loss: 350.1522 - logits_profile_predictions_loss: 346.1366 - logcount_predictions_loss: 0.5993 2293/2299 [============================>.] - ETA: 2s - loss: 350.1523 - logits_profile_predictions_loss: 346.1368 - logcount_predictions_loss: 0.5993 2294/2299 [============================>.] - ETA: 2s - loss: 350.1525 - logits_profile_predictions_loss: 346.1370 - logcount_predictions_loss: 0.5993 2295/2299 [============================>.] - ETA: 1s - loss: 350.1526 - logits_profile_predictions_loss: 346.1372 - logcount_predictions_loss: 0.5993 2296/2299 [============================>.] - ETA: 1s - loss: 350.1528 - logits_profile_predictions_loss: 346.1374 - logcount_predictions_loss: 0.5993 2297/2299 [============================>.] - ETA: 0s - loss: 350.1529 - logits_profile_predictions_loss: 346.1375 - logcount_predictions_loss: 0.5993 2298/2299 [============================>.] - ETA: 0s - loss: 350.1530 - logits_profile_predictions_loss: 346.1377 - logcount_predictions_loss: 0.5993 2299/2299 [==============================] - ETA: 0s - loss: 350.1532 - logits_profile_predictions_loss: 346.1379 - logcount_predictions_loss: 0.5993 2299/2299 [==============================] - 1167s 508ms/step - loss: 350.1533 - logits_profile_predictions_loss: 346.1380 - logcount_predictions_loss: 0.5993 - val_loss: 346.3132 - val_logits_profile_predictions_loss: 343.0571 - val_logcount_predictions_loss: 0.4860 Epoch 00005: val_loss improved from 350.20474 to 346.31317, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 6/50 1/2299 [..............................] - ETA: 19:52 - loss: 369.9673 - logits_profile_predictions_loss: 366.6566 - logcount_predictions_loss: 0.4941 2/2299 [..............................] - ETA: 18:41 - loss: 371.6985 - logits_profile_predictions_loss: 368.3873 - logcount_predictions_loss: 0.4942 3/2299 [..............................] - ETA: 18:41 - loss: 369.6736 - logits_profile_predictions_loss: 366.3487 - logcount_predictions_loss: 0.4963 4/2299 [..............................] - ETA: 18:41 - loss: 370.1394 - logits_profile_predictions_loss: 366.7070 - logcount_predictions_loss: 0.5123 5/2299 [..............................] - ETA: 18:40 - loss: 369.0037 - logits_profile_predictions_loss: 365.5568 - logcount_predictions_loss: 0.5145 6/2299 [..............................] - ETA: 18:40 - loss: 368.0618 - logits_profile_predictions_loss: 364.5807 - logcount_predictions_loss: 0.5196 7/2299 [..............................] - ETA: 18:39 - loss: 367.7493 - logits_profile_predictions_loss: 364.2342 - logcount_predictions_loss: 0.5246 8/2299 [..............................] - ETA: 18:39 - loss: 368.1990 - logits_profile_predictions_loss: 364.6788 - logcount_predictions_loss: 0.5254 9/2299 [..............................] - ETA: 18:39 - loss: 368.5312 - logits_profile_predictions_loss: 365.0041 - logcount_predictions_loss: 0.5264 10/2299 [..............................] - ETA: 18:38 - loss: 368.4963 - logits_profile_predictions_loss: 364.9714 - logcount_predictions_loss: 0.5261 11/2299 [..............................] - ETA: 18:38 - loss: 368.7859 - logits_profile_predictions_loss: 365.2587 - logcount_predictions_loss: 0.5265 12/2299 [..............................] - ETA: 18:38 - loss: 368.7239 - logits_profile_predictions_loss: 365.1911 - logcount_predictions_loss: 0.5273 13/2299 [..............................] - ETA: 18:37 - loss: 368.2927 - logits_profile_predictions_loss: 364.7603 - logcount_predictions_loss: 0.5272 14/2299 [..............................] - ETA: 18:37 - loss: 367.8267 - logits_profile_predictions_loss: 364.2868 - logcount_predictions_loss: 0.5283 15/2299 [..............................] - ETA: 18:36 - loss: 367.4055 - logits_profile_predictions_loss: 363.8561 - logcount_predictions_loss: 0.5298 16/2299 [..............................] - ETA: 18:36 - loss: 367.2468 - logits_profile_predictions_loss: 363.6848 - logcount_predictions_loss: 0.5316 17/2299 [..............................] - ETA: 18:35 - loss: 366.7363 - logits_profile_predictions_loss: 363.1653 - logcount_predictions_loss: 0.5330 18/2299 [..............................] - ETA: 18:35 - loss: 366.2672 - logits_profile_predictions_loss: 362.6869 - logcount_predictions_loss: 0.5344 19/2299 [..............................] - ETA: 18:35 - loss: 365.6922 - logits_profile_predictions_loss: 362.1037 - logcount_predictions_loss: 0.5356 20/2299 [..............................] - ETA: 18:34 - loss: 365.1233 - logits_profile_predictions_loss: 361.5289 - logcount_predictions_loss: 0.5365 21/2299 [..............................] - ETA: 18:34 - loss: 364.7226 - logits_profile_predictions_loss: 361.1224 - logcount_predictions_loss: 0.5373 22/2299 [..............................] - ETA: 18:33 - loss: 364.4531 - logits_profile_predictions_loss: 360.8461 - logcount_predictions_loss: 0.5384 23/2299 [..............................] - ETA: 18:33 - loss: 364.2619 - logits_profile_predictions_loss: 360.6468 - logcount_predictions_loss: 0.5396 24/2299 [..............................] - ETA: 18:34 - loss: 364.1919 - logits_profile_predictions_loss: 360.5703 - logcount_predictions_loss: 0.5405 25/2299 [..............................] - ETA: 18:33 - loss: 364.1061 - logits_profile_predictions_loss: 360.4794 - logcount_predictions_loss: 0.5413 26/2299 [..............................] - ETA: 18:32 - loss: 364.0503 - logits_profile_predictions_loss: 360.4144 - logcount_predictions_loss: 0.5427 27/2299 [..............................] - ETA: 18:32 - loss: 363.9363 - logits_profile_predictions_loss: 360.2924 - logcount_predictions_loss: 0.5439 28/2299 [..............................] - ETA: 18:31 - loss: 363.9402 - logits_profile_predictions_loss: 360.2863 - logcount_predictions_loss: 0.5454 29/2299 [..............................] - ETA: 18:31 - loss: 363.9417 - logits_profile_predictions_loss: 360.2786 - logcount_predictions_loss: 0.5467 30/2299 [..............................] - ETA: 18:30 - loss: 363.9656 - logits_profile_predictions_loss: 360.2941 - logcount_predictions_loss: 0.5480 31/2299 [..............................] - ETA: 18:30 - loss: 363.9926 - logits_profile_predictions_loss: 360.3134 - logcount_predictions_loss: 0.5491 32/2299 [..............................] - ETA: 18:29 - loss: 364.0276 - logits_profile_predictions_loss: 360.3423 - logcount_predictions_loss: 0.5500 33/2299 [..............................] - ETA: 18:29 - loss: 364.0359 - logits_profile_predictions_loss: 360.3455 - logcount_predictions_loss: 0.5508 34/2299 [..............................] - ETA: 18:28 - loss: 363.9985 - logits_profile_predictions_loss: 360.3011 - logcount_predictions_loss: 0.5519 35/2299 [..............................] - ETA: 18:28 - loss: 363.9312 - logits_profile_predictions_loss: 360.2255 - logcount_predictions_loss: 0.5531 36/2299 [..............................] - ETA: 18:27 - loss: 363.8387 - logits_profile_predictions_loss: 360.1255 - logcount_predictions_loss: 0.5542 37/2299 [..............................] - ETA: 18:27 - loss: 363.7181 - logits_profile_predictions_loss: 359.9980 - logcount_predictions_loss: 0.5552 38/2299 [..............................] - ETA: 18:26 - loss: 363.5965 - logits_profile_predictions_loss: 359.8695 - logcount_predictions_loss: 0.5563 39/2299 [..............................] - ETA: 18:26 - loss: 363.4423 - logits_profile_predictions_loss: 359.7090 - logcount_predictions_loss: 0.5572 40/2299 [..............................] - ETA: 18:25 - loss: 363.2873 - logits_profile_predictions_loss: 359.5481 - logcount_predictions_loss: 0.5581 41/2299 [..............................] - ETA: 18:25 - loss: 363.1327 - logits_profile_predictions_loss: 359.3879 - logcount_predictions_loss: 0.5589 42/2299 [..............................] - ETA: 18:24 - loss: 362.9983 - logits_profile_predictions_loss: 359.2491 - logcount_predictions_loss: 0.5596 43/2299 [..............................] - ETA: 18:24 - loss: 362.8690 - logits_profile_predictions_loss: 359.1157 - logcount_predictions_loss: 0.5602 44/2299 [..............................] - ETA: 18:23 - loss: 362.7434 - logits_profile_predictions_loss: 358.9868 - logcount_predictions_loss: 0.5607 45/2299 [..............................] - ETA: 18:23 - loss: 362.6081 - logits_profile_predictions_loss: 358.8486 - logcount_predictions_loss: 0.5611 46/2299 [..............................] - ETA: 18:22 - loss: 362.4741 - logits_profile_predictions_loss: 358.7116 - logcount_predictions_loss: 0.5616 47/2299 [..............................] - ETA: 18:22 - loss: 362.3766 - logits_profile_predictions_loss: 358.6104 - logcount_predictions_loss: 0.5621 48/2299 [..............................] - ETA: 18:21 - loss: 362.2863 - logits_profile_predictions_loss: 358.5167 - logcount_predictions_loss: 0.5626 49/2299 [..............................] - ETA: 18:21 - loss: 362.2100 - logits_profile_predictions_loss: 358.4368 - logcount_predictions_loss: 0.5632 50/2299 [..............................] - ETA: 18:20 - loss: 362.1314 - logits_profile_predictions_loss: 358.3551 - logcount_predictions_loss: 0.5636 51/2299 [..............................] - ETA: 18:20 - loss: 362.0545 - logits_profile_predictions_loss: 358.2752 - logcount_predictions_loss: 0.5641 52/2299 [..............................] - ETA: 18:19 - loss: 361.9754 - logits_profile_predictions_loss: 358.1934 - logcount_predictions_loss: 0.5645 53/2299 [..............................] - ETA: 18:19 - loss: 361.8941 - logits_profile_predictions_loss: 358.1099 - logcount_predictions_loss: 0.5648 54/2299 [..............................] - ETA: 18:18 - loss: 361.8122 - logits_profile_predictions_loss: 358.0258 - logcount_predictions_loss: 0.5651 55/2299 [..............................] - ETA: 18:18 - loss: 361.7445 - logits_profile_predictions_loss: 357.9562 - logcount_predictions_loss: 0.5654 56/2299 [..............................] - ETA: 18:17 - loss: 361.6948 - logits_profile_predictions_loss: 357.9043 - logcount_predictions_loss: 0.5658 57/2299 [..............................] - ETA: 18:17 - loss: 361.6499 - logits_profile_predictions_loss: 357.8576 - logcount_predictions_loss: 0.5660 58/2299 [..............................] - ETA: 18:16 - loss: 361.5883 - logits_profile_predictions_loss: 357.7943 - logcount_predictions_loss: 0.5663 59/2299 [..............................] - ETA: 18:16 - loss: 361.5188 - logits_profile_predictions_loss: 357.7231 - logcount_predictions_loss: 0.5665 60/2299 [..............................] - ETA: 18:15 - loss: 361.4560 - logits_profile_predictions_loss: 357.6588 - logcount_predictions_loss: 0.5667 61/2299 [..............................] - ETA: 18:15 - loss: 361.3850 - logits_profile_predictions_loss: 357.5864 - logcount_predictions_loss: 0.5669 62/2299 [..............................] - ETA: 18:14 - loss: 361.2984 - logits_profile_predictions_loss: 357.4989 - logcount_predictions_loss: 0.5671 63/2299 [..............................] - ETA: 18:14 - loss: 361.2103 - logits_profile_predictions_loss: 357.4101 - logcount_predictions_loss: 0.5672 64/2299 [..............................] - ETA: 18:13 - loss: 361.1100 - logits_profile_predictions_loss: 357.3088 - logcount_predictions_loss: 0.5673 65/2299 [..............................] - ETA: 18:13 - loss: 360.9911 - logits_profile_predictions_loss: 357.1890 - logcount_predictions_loss: 0.5675 66/2299 [..............................] - ETA: 18:12 - loss: 360.8822 - logits_profile_predictions_loss: 357.0792 - logcount_predictions_loss: 0.5676 67/2299 [..............................] - ETA: 18:12 - loss: 360.7829 - logits_profile_predictions_loss: 356.9790 - logcount_predictions_loss: 0.5677 68/2299 [..............................] - ETA: 18:11 - loss: 360.6869 - logits_profile_predictions_loss: 356.8822 - logcount_predictions_loss: 0.5679 69/2299 [..............................] - ETA: 18:11 - loss: 360.5911 - logits_profile_predictions_loss: 356.7856 - logcount_predictions_loss: 0.5680 70/2299 [..............................] - ETA: 18:10 - loss: 360.4945 - logits_profile_predictions_loss: 356.6884 - logcount_predictions_loss: 0.5681 71/2299 [..............................] - ETA: 18:10 - loss: 360.4010 - 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[============================>.] - ETA: 36s - loss: 350.5054 - logits_profile_predictions_loss: 346.7477 - logcount_predictions_loss: 0.5609 2225/2299 [============================>.] - ETA: 36s - loss: 350.5048 - logits_profile_predictions_loss: 346.7471 - logcount_predictions_loss: 0.5609 2226/2299 [============================>.] - ETA: 35s - loss: 350.5042 - logits_profile_predictions_loss: 346.7466 - logcount_predictions_loss: 0.5609 2227/2299 [============================>.] - ETA: 35s - loss: 350.5036 - logits_profile_predictions_loss: 346.7460 - logcount_predictions_loss: 0.5609 2228/2299 [============================>.] - ETA: 34s - loss: 350.5031 - logits_profile_predictions_loss: 346.7454 - logcount_predictions_loss: 0.5609 2229/2299 [============================>.] - ETA: 34s - loss: 350.5024 - logits_profile_predictions_loss: 346.7448 - logcount_predictions_loss: 0.5609 2230/2299 [============================>.] - ETA: 33s - loss: 350.5018 - 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[============================>.] - ETA: 30s - loss: 350.4976 - logits_profile_predictions_loss: 346.7399 - logcount_predictions_loss: 0.5609 2238/2299 [============================>.] - ETA: 29s - loss: 350.4970 - logits_profile_predictions_loss: 346.7393 - logcount_predictions_loss: 0.5609 2239/2299 [============================>.] - ETA: 29s - loss: 350.4964 - logits_profile_predictions_loss: 346.7387 - logcount_predictions_loss: 0.5609 2240/2299 [============================>.] - ETA: 28s - loss: 350.4957 - logits_profile_predictions_loss: 346.7381 - logcount_predictions_loss: 0.5609 2241/2299 [============================>.] - ETA: 28s - loss: 350.4951 - logits_profile_predictions_loss: 346.7374 - logcount_predictions_loss: 0.5609 2242/2299 [============================>.] - ETA: 27s - loss: 350.4945 - logits_profile_predictions_loss: 346.7368 - logcount_predictions_loss: 0.5609 2243/2299 [============================>.] - ETA: 27s - loss: 350.4939 - 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[============================>.] - ETA: 23s - loss: 350.4892 - logits_profile_predictions_loss: 346.7315 - logcount_predictions_loss: 0.5609 2251/2299 [============================>.] - ETA: 23s - loss: 350.4885 - logits_profile_predictions_loss: 346.7308 - logcount_predictions_loss: 0.5609 2252/2299 [============================>.] - ETA: 22s - loss: 350.4879 - logits_profile_predictions_loss: 346.7302 - logcount_predictions_loss: 0.5609 2253/2299 [============================>.] - ETA: 22s - loss: 350.4872 - logits_profile_predictions_loss: 346.7295 - logcount_predictions_loss: 0.5609 2254/2299 [============================>.] - ETA: 22s - loss: 350.4865 - logits_profile_predictions_loss: 346.7288 - logcount_predictions_loss: 0.5609 2255/2299 [============================>.] - ETA: 21s - loss: 350.4858 - logits_profile_predictions_loss: 346.7280 - logcount_predictions_loss: 0.5609 2256/2299 [============================>.] - ETA: 21s - loss: 350.4850 - 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[============================>.] - ETA: 17s - loss: 350.4799 - logits_profile_predictions_loss: 346.7222 - logcount_predictions_loss: 0.5609 2264/2299 [============================>.] - ETA: 17s - loss: 350.4792 - logits_profile_predictions_loss: 346.7215 - logcount_predictions_loss: 0.5609 2265/2299 [============================>.] - ETA: 16s - loss: 350.4784 - logits_profile_predictions_loss: 346.7207 - logcount_predictions_loss: 0.5609 2266/2299 [============================>.] - ETA: 16s - loss: 350.4777 - logits_profile_predictions_loss: 346.7199 - logcount_predictions_loss: 0.5609 2267/2299 [============================>.] - ETA: 15s - loss: 350.4769 - logits_profile_predictions_loss: 346.7192 - logcount_predictions_loss: 0.5609 2268/2299 [============================>.] - ETA: 15s - loss: 350.4761 - logits_profile_predictions_loss: 346.7184 - logcount_predictions_loss: 0.5609 2269/2299 [============================>.] - ETA: 14s - loss: 350.4753 - 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[============================>.] - ETA: 11s - loss: 350.4698 - logits_profile_predictions_loss: 346.7121 - logcount_predictions_loss: 0.5609 2277/2299 [============================>.] - ETA: 10s - loss: 350.4690 - logits_profile_predictions_loss: 346.7113 - logcount_predictions_loss: 0.5609 2278/2299 [============================>.] - ETA: 10s - loss: 350.4682 - logits_profile_predictions_loss: 346.7105 - logcount_predictions_loss: 0.5609 2279/2299 [============================>.] - ETA: 9s - loss: 350.4674 - logits_profile_predictions_loss: 346.7097 - logcount_predictions_loss: 0.5609  2280/2299 [============================>.] - ETA: 9s - loss: 350.4666 - logits_profile_predictions_loss: 346.7089 - logcount_predictions_loss: 0.5609 2281/2299 [============================>.] - ETA: 8s - loss: 350.4658 - logits_profile_predictions_loss: 346.7081 - logcount_predictions_loss: 0.5609 2282/2299 [============================>.] - ETA: 8s - loss: 350.4650 - logits_profile_predictions_loss: 346.7073 - logcount_predictions_loss: 0.5609 2283/2299 [============================>.] - ETA: 7s - loss: 350.4642 - logits_profile_predictions_loss: 346.7065 - logcount_predictions_loss: 0.5609 2284/2299 [============================>.] - ETA: 7s - loss: 350.4634 - logits_profile_predictions_loss: 346.7057 - logcount_predictions_loss: 0.5609 2285/2299 [============================>.] - ETA: 6s - loss: 350.4626 - logits_profile_predictions_loss: 346.7049 - logcount_predictions_loss: 0.5609 2286/2299 [============================>.] - ETA: 6s - loss: 350.4618 - logits_profile_predictions_loss: 346.7041 - logcount_predictions_loss: 0.5609 2287/2299 [============================>.] - ETA: 5s - loss: 350.4610 - logits_profile_predictions_loss: 346.7033 - logcount_predictions_loss: 0.5609 2288/2299 [============================>.] - ETA: 5s - loss: 350.4602 - logits_profile_predictions_loss: 346.7024 - logcount_predictions_loss: 0.5609 2289/2299 [============================>.] - ETA: 4s - loss: 350.4593 - logits_profile_predictions_loss: 346.7016 - logcount_predictions_loss: 0.5609 2290/2299 [============================>.] - ETA: 4s - loss: 350.4585 - logits_profile_predictions_loss: 346.7008 - logcount_predictions_loss: 0.5609 2291/2299 [============================>.] - ETA: 3s - loss: 350.4577 - logits_profile_predictions_loss: 346.7000 - logcount_predictions_loss: 0.5609 2292/2299 [============================>.] - ETA: 3s - loss: 350.4569 - logits_profile_predictions_loss: 346.6992 - logcount_predictions_loss: 0.5609 2293/2299 [============================>.] - ETA: 2s - loss: 350.4561 - logits_profile_predictions_loss: 346.6984 - logcount_predictions_loss: 0.5609 2294/2299 [============================>.] - ETA: 2s - loss: 350.4553 - logits_profile_predictions_loss: 346.6976 - logcount_predictions_loss: 0.5609 2295/2299 [============================>.] - ETA: 1s - loss: 350.4545 - logits_profile_predictions_loss: 346.6968 - logcount_predictions_loss: 0.5609 2296/2299 [============================>.] - ETA: 1s - loss: 350.4537 - logits_profile_predictions_loss: 346.6960 - logcount_predictions_loss: 0.5609 2297/2299 [============================>.] - ETA: 0s - loss: 350.4529 - logits_profile_predictions_loss: 346.6952 - logcount_predictions_loss: 0.5609 2298/2299 [============================>.] - ETA: 0s - loss: 350.4521 - logits_profile_predictions_loss: 346.6944 - logcount_predictions_loss: 0.5609 2299/2299 [==============================] - ETA: 0s - loss: 350.4513 - logits_profile_predictions_loss: 346.6936 - logcount_predictions_loss: 0.5609 2299/2299 [==============================] - 1167s 508ms/step - loss: 350.4506 - logits_profile_predictions_loss: 346.6928 - logcount_predictions_loss: 0.5609 - val_loss: 347.4902 - val_logits_profile_predictions_loss: 344.3546 - val_logcount_predictions_loss: 0.4680 Epoch 00006: val_loss did not improve from 346.31317 Epoch 7/50 1/2299 [..............................] - ETA: 19:59 - loss: 337.0190 - logits_profile_predictions_loss: 331.4883 - logcount_predictions_loss: 0.8255 2/2299 [..............................] - ETA: 18:42 - loss: 348.3593 - logits_profile_predictions_loss: 343.2243 - logcount_predictions_loss: 0.7664 3/2299 [..............................] - ETA: 18:42 - loss: 353.1090 - logits_profile_predictions_loss: 348.2117 - logcount_predictions_loss: 0.7309 4/2299 [..............................] - ETA: 18:41 - loss: 354.1190 - logits_profile_predictions_loss: 349.4396 - logcount_predictions_loss: 0.6984 5/2299 [..............................] - ETA: 18:41 - loss: 354.0417 - logits_profile_predictions_loss: 349.5055 - logcount_predictions_loss: 0.6770 6/2299 [..............................] - ETA: 18:40 - loss: 354.8863 - logits_profile_predictions_loss: 350.4256 - logcount_predictions_loss: 0.6658 7/2299 [..............................] - ETA: 18:40 - loss: 357.2113 - logits_profile_predictions_loss: 352.8087 - logcount_predictions_loss: 0.6571 8/2299 [..............................] - ETA: 18:39 - loss: 358.4973 - logits_profile_predictions_loss: 354.1467 - logcount_predictions_loss: 0.6493 9/2299 [..............................] - ETA: 18:39 - loss: 358.9505 - logits_profile_predictions_loss: 354.6517 - logcount_predictions_loss: 0.6416 10/2299 [..............................] - ETA: 18:39 - loss: 358.8968 - logits_profile_predictions_loss: 354.6398 - logcount_predictions_loss: 0.6354 11/2299 [..............................] - ETA: 18:38 - loss: 358.9172 - logits_profile_predictions_loss: 354.7006 - logcount_predictions_loss: 0.6293 12/2299 [..............................] - ETA: 18:38 - loss: 358.9848 - logits_profile_predictions_loss: 354.8011 - logcount_predictions_loss: 0.6244 13/2299 [..............................] - ETA: 18:37 - loss: 358.9062 - logits_profile_predictions_loss: 354.7542 - logcount_predictions_loss: 0.6197 14/2299 [..............................] - ETA: 18:37 - loss: 358.7919 - logits_profile_predictions_loss: 354.6674 - logcount_predictions_loss: 0.6156 15/2299 [..............................] - ETA: 18:36 - loss: 358.4806 - logits_profile_predictions_loss: 354.3826 - logcount_predictions_loss: 0.6116 16/2299 [..............................] - ETA: 18:36 - loss: 358.2387 - logits_profile_predictions_loss: 354.1650 - logcount_predictions_loss: 0.6080 17/2299 [..............................] - ETA: 18:36 - loss: 357.9392 - logits_profile_predictions_loss: 353.8863 - logcount_predictions_loss: 0.6049 18/2299 [..............................] - ETA: 18:35 - loss: 357.7756 - logits_profile_predictions_loss: 353.7432 - logcount_predictions_loss: 0.6019 19/2299 [..............................] - ETA: 18:35 - loss: 357.5594 - logits_profile_predictions_loss: 353.5402 - logcount_predictions_loss: 0.5999 20/2299 [..............................] - ETA: 18:34 - loss: 357.3594 - logits_profile_predictions_loss: 353.3541 - logcount_predictions_loss: 0.5978 21/2299 [..............................] - ETA: 18:34 - loss: 357.0285 - logits_profile_predictions_loss: 353.0352 - logcount_predictions_loss: 0.5960 22/2299 [..............................] - ETA: 18:33 - loss: 356.6730 - logits_profile_predictions_loss: 352.6917 - logcount_predictions_loss: 0.5942 23/2299 [..............................] - ETA: 18:33 - loss: 356.2511 - logits_profile_predictions_loss: 352.2823 - logcount_predictions_loss: 0.5924 24/2299 [..............................] - ETA: 18:32 - loss: 355.8283 - logits_profile_predictions_loss: 351.8711 - logcount_predictions_loss: 0.5906 25/2299 [..............................] - ETA: 18:32 - loss: 355.3702 - logits_profile_predictions_loss: 351.4238 - logcount_predictions_loss: 0.5890 26/2299 [..............................] - ETA: 18:31 - loss: 354.9426 - logits_profile_predictions_loss: 351.0061 - logcount_predictions_loss: 0.5875 27/2299 [..............................] - ETA: 18:31 - loss: 354.5317 - logits_profile_predictions_loss: 350.6053 - logcount_predictions_loss: 0.5860 28/2299 [..............................] - ETA: 18:30 - loss: 354.1628 - logits_profile_predictions_loss: 350.2466 - logcount_predictions_loss: 0.5845 29/2299 [..............................] - ETA: 18:30 - loss: 353.7773 - logits_profile_predictions_loss: 349.8714 - logcount_predictions_loss: 0.5830 30/2299 [..............................] - ETA: 18:29 - loss: 353.4283 - logits_profile_predictions_loss: 349.5318 - logcount_predictions_loss: 0.5816 31/2299 [..............................] - ETA: 18:29 - loss: 353.1215 - logits_profile_predictions_loss: 349.2334 - logcount_predictions_loss: 0.5803 32/2299 [..............................] - ETA: 18:29 - loss: 352.7826 - logits_profile_predictions_loss: 348.9026 - logcount_predictions_loss: 0.5791 33/2299 [..............................] - ETA: 18:28 - loss: 352.4743 - logits_profile_predictions_loss: 348.6025 - logcount_predictions_loss: 0.5779 34/2299 [..............................] - ETA: 18:28 - loss: 352.1601 - logits_profile_predictions_loss: 348.2946 - logcount_predictions_loss: 0.5769 35/2299 [..............................] - ETA: 18:27 - loss: 351.8553 - logits_profile_predictions_loss: 347.9961 - logcount_predictions_loss: 0.5760 36/2299 [..............................] - ETA: 18:27 - loss: 351.5831 - logits_profile_predictions_loss: 347.7299 - logcount_predictions_loss: 0.5751 37/2299 [..............................] - ETA: 18:26 - loss: 351.3312 - logits_profile_predictions_loss: 347.4838 - logcount_predictions_loss: 0.5742 38/2299 [..............................] - ETA: 18:26 - loss: 351.0636 - logits_profile_predictions_loss: 347.2220 - logcount_predictions_loss: 0.5734 39/2299 [..............................] - ETA: 18:25 - loss: 350.7871 - logits_profile_predictions_loss: 346.9506 - logcount_predictions_loss: 0.5726 40/2299 [..............................] - ETA: 18:25 - loss: 350.5529 - logits_profile_predictions_loss: 346.7216 - logcount_predictions_loss: 0.5718 41/2299 [..............................] - ETA: 18:24 - loss: 350.3563 - logits_profile_predictions_loss: 346.5300 - logcount_predictions_loss: 0.5711 42/2299 [..............................] - ETA: 18:24 - loss: 350.1495 - logits_profile_predictions_loss: 346.3276 - logcount_predictions_loss: 0.5704 43/2299 [..............................] - ETA: 18:23 - loss: 349.9697 - logits_profile_predictions_loss: 346.1515 - logcount_predictions_loss: 0.5699 44/2299 [..............................] - ETA: 18:23 - loss: 349.7940 - logits_profile_predictions_loss: 345.9793 - logcount_predictions_loss: 0.5693 45/2299 [..............................] - ETA: 18:22 - loss: 349.6198 - logits_profile_predictions_loss: 345.8080 - logcount_predictions_loss: 0.5689 46/2299 [..............................] - ETA: 18:22 - loss: 349.5029 - logits_profile_predictions_loss: 345.6938 - logcount_predictions_loss: 0.5685 47/2299 [..............................] - ETA: 18:21 - loss: 349.3956 - logits_profile_predictions_loss: 345.5890 - logcount_predictions_loss: 0.5681 48/2299 [..............................] - ETA: 18:21 - loss: 349.2805 - logits_profile_predictions_loss: 345.4762 - logcount_predictions_loss: 0.5678 49/2299 [..............................] - ETA: 18:20 - loss: 349.1783 - logits_profile_predictions_loss: 345.3744 - logcount_predictions_loss: 0.5677 50/2299 [..............................] - ETA: 18:20 - loss: 349.0608 - logits_profile_predictions_loss: 345.2573 - logcount_predictions_loss: 0.5677 51/2299 [..............................] - ETA: 18:19 - loss: 348.9425 - logits_profile_predictions_loss: 345.1392 - logcount_predictions_loss: 0.5676 52/2299 [..............................] - ETA: 18:19 - loss: 348.8340 - logits_profile_predictions_loss: 345.0307 - logcount_predictions_loss: 0.5676 53/2299 [..............................] - ETA: 18:18 - loss: 348.7121 - logits_profile_predictions_loss: 344.9093 - logcount_predictions_loss: 0.5676 54/2299 [..............................] - ETA: 18:18 - loss: 348.6013 - logits_profile_predictions_loss: 344.7990 - logcount_predictions_loss: 0.5675 55/2299 [..............................] - ETA: 18:17 - loss: 348.4826 - logits_profile_predictions_loss: 344.6808 - logcount_predictions_loss: 0.5674 56/2299 [..............................] - ETA: 18:17 - loss: 348.3650 - logits_profile_predictions_loss: 344.5639 - logcount_predictions_loss: 0.5673 57/2299 [..............................] - ETA: 18:16 - loss: 348.2488 - logits_profile_predictions_loss: 344.4484 - logcount_predictions_loss: 0.5672 58/2299 [..............................] - ETA: 18:16 - loss: 348.1569 - logits_profile_predictions_loss: 344.3571 - logcount_predictions_loss: 0.5671 59/2299 [..............................] - ETA: 18:15 - loss: 348.0725 - logits_profile_predictions_loss: 344.2730 - logcount_predictions_loss: 0.5671 60/2299 [..............................] - ETA: 18:15 - loss: 347.9757 - logits_profile_predictions_loss: 344.1767 - logcount_predictions_loss: 0.5670 61/2299 [..............................] - ETA: 18:14 - loss: 347.8721 - logits_profile_predictions_loss: 344.0739 - logcount_predictions_loss: 0.5669 62/2299 [..............................] - ETA: 18:14 - loss: 347.7607 - logits_profile_predictions_loss: 343.9635 - logcount_predictions_loss: 0.5667 63/2299 [..............................] - ETA: 18:14 - loss: 347.6566 - logits_profile_predictions_loss: 343.8604 - logcount_predictions_loss: 0.5666 64/2299 [..............................] - ETA: 18:13 - loss: 347.5355 - logits_profile_predictions_loss: 343.7403 - logcount_predictions_loss: 0.5664 65/2299 [..............................] - ETA: 18:13 - loss: 347.4229 - logits_profile_predictions_loss: 343.6284 - logcount_predictions_loss: 0.5663 66/2299 [..............................] - ETA: 18:12 - loss: 347.3046 - logits_profile_predictions_loss: 343.5110 - logcount_predictions_loss: 0.5662 67/2299 [..............................] - ETA: 18:12 - loss: 347.1955 - logits_profile_predictions_loss: 343.4030 - logcount_predictions_loss: 0.5660 68/2299 [..............................] - ETA: 18:11 - loss: 347.0926 - logits_profile_predictions_loss: 343.3012 - logcount_predictions_loss: 0.5659 69/2299 [..............................] - ETA: 18:11 - loss: 346.9943 - logits_profile_predictions_loss: 343.2040 - logcount_predictions_loss: 0.5657 70/2299 [..............................] - ETA: 18:10 - loss: 346.8984 - logits_profile_predictions_loss: 343.1092 - logcount_predictions_loss: 0.5655 71/2299 [..............................] - ETA: 18:10 - loss: 346.8063 - logits_profile_predictions_loss: 343.0183 - logcount_predictions_loss: 0.5654 72/2299 [..............................] - ETA: 18:09 - loss: 346.7104 - logits_profile_predictions_loss: 342.9235 - logcount_predictions_loss: 0.5652 73/2299 [..............................] - ETA: 18:09 - loss: 346.6196 - logits_profile_predictions_loss: 342.8339 - logcount_predictions_loss: 0.5650 74/2299 [..............................] - ETA: 18:08 - loss: 346.5383 - logits_profile_predictions_loss: 342.7538 - logcount_predictions_loss: 0.5648 75/2299 [..............................] - ETA: 18:08 - loss: 346.4656 - logits_profile_predictions_loss: 342.6824 - logcount_predictions_loss: 0.5646 76/2299 [..............................] - ETA: 18:07 - loss: 346.3868 - logits_profile_predictions_loss: 342.6048 - logcount_predictions_loss: 0.5645 77/2299 [>.............................] - ETA: 18:07 - loss: 346.3105 - logits_profile_predictions_loss: 342.5297 - logcount_predictions_loss: 0.5643 78/2299 [>.............................] - ETA: 18:06 - loss: 346.2315 - logits_profile_predictions_loss: 342.4520 - logcount_predictions_loss: 0.5641 79/2299 [>.............................] - ETA: 18:06 - loss: 346.1569 - logits_profile_predictions_loss: 342.3787 - logcount_predictions_loss: 0.5639 80/2299 [>.............................] - ETA: 18:05 - loss: 346.0791 - logits_profile_predictions_loss: 342.3021 - logcount_predictions_loss: 0.5637 81/2299 [>.............................] - ETA: 18:05 - loss: 345.9999 - logits_profile_predictions_loss: 342.2243 - logcount_predictions_loss: 0.5635 82/2299 [>.............................] - ETA: 18:04 - loss: 345.9182 - logits_profile_predictions_loss: 342.1439 - logcount_predictions_loss: 0.5633 83/2299 [>.............................] - ETA: 18:04 - loss: 345.8383 - logits_profile_predictions_loss: 342.0653 - logcount_predictions_loss: 0.5631 84/2299 [>.............................] - ETA: 18:03 - loss: 345.7614 - logits_profile_predictions_loss: 341.9897 - logcount_predictions_loss: 0.5629 85/2299 [>.............................] - ETA: 18:03 - loss: 345.6887 - logits_profile_predictions_loss: 341.9182 - logcount_predictions_loss: 0.5628 86/2299 [>.............................] - ETA: 18:02 - loss: 345.6137 - logits_profile_predictions_loss: 341.8445 - logcount_predictions_loss: 0.5626 87/2299 [>.............................] - ETA: 18:02 - loss: 345.5380 - logits_profile_predictions_loss: 341.7700 - logcount_predictions_loss: 0.5624 88/2299 [>.............................] - ETA: 18:01 - loss: 345.4621 - logits_profile_predictions_loss: 341.6952 - logcount_predictions_loss: 0.5622 89/2299 [>.............................] - ETA: 18:01 - loss: 345.3860 - logits_profile_predictions_loss: 341.6203 - logcount_predictions_loss: 0.5621 90/2299 [>.............................] - ETA: 18:00 - loss: 345.3147 - logits_profile_predictions_loss: 341.5501 - logcount_predictions_loss: 0.5619 91/2299 [>.............................] - ETA: 18:00 - loss: 345.2405 - logits_profile_predictions_loss: 341.4770 - logcount_predictions_loss: 0.5617 92/2299 [>.............................] - ETA: 17:59 - loss: 345.1684 - logits_profile_predictions_loss: 341.4060 - logcount_predictions_loss: 0.5615 93/2299 [>.............................] - ETA: 17:59 - loss: 345.1056 - logits_profile_predictions_loss: 341.3443 - logcount_predictions_loss: 0.5614 94/2299 [>.............................] - ETA: 17:58 - loss: 345.0442 - logits_profile_predictions_loss: 341.2841 - logcount_predictions_loss: 0.5612 95/2299 [>.............................] - ETA: 17:58 - loss: 344.9869 - logits_profile_predictions_loss: 341.2280 - logcount_predictions_loss: 0.5610 96/2299 [>.............................] - ETA: 17:58 - loss: 344.9337 - logits_profile_predictions_loss: 341.1759 - logcount_predictions_loss: 0.5609 97/2299 [>.............................] - ETA: 17:57 - loss: 344.8862 - logits_profile_predictions_loss: 341.1295 - logcount_predictions_loss: 0.5607 98/2299 [>.............................] - ETA: 17:57 - loss: 344.8388 - logits_profile_predictions_loss: 341.0834 - logcount_predictions_loss: 0.5605 99/2299 [>.............................] - ETA: 17:56 - loss: 344.7970 - logits_profile_predictions_loss: 341.0427 - logcount_predictions_loss: 0.5603 100/2299 [>.............................] - ETA: 17:56 - loss: 344.7528 - logits_profile_predictions_loss: 340.9995 - logcount_predictions_loss: 0.5602 101/2299 [>.............................] - ETA: 17:55 - loss: 344.7099 - logits_profile_predictions_loss: 340.9578 - logcount_predictions_loss: 0.5600 102/2299 [>.............................] - ETA: 17:55 - loss: 344.6656 - logits_profile_predictions_loss: 340.9148 - logcount_predictions_loss: 0.5598 103/2299 [>.............................] - ETA: 17:54 - loss: 344.6229 - logits_profile_predictions_loss: 340.8733 - logcount_predictions_loss: 0.5596 104/2299 [>.............................] - ETA: 17:54 - loss: 344.5882 - logits_profile_predictions_loss: 340.8400 - logcount_predictions_loss: 0.5594 105/2299 [>.............................] - ETA: 17:53 - loss: 344.5622 - logits_profile_predictions_loss: 340.8151 - logcount_predictions_loss: 0.5593 106/2299 [>.............................] - ETA: 17:53 - loss: 344.5384 - logits_profile_predictions_loss: 340.7924 - logcount_predictions_loss: 0.5591 107/2299 [>.............................] - ETA: 17:52 - loss: 344.5153 - logits_profile_predictions_loss: 340.7704 - logcount_predictions_loss: 0.5589 108/2299 [>.............................] - ETA: 17:52 - loss: 344.4960 - logits_profile_predictions_loss: 340.7519 - logcount_predictions_loss: 0.5588 109/2299 [>.............................] - ETA: 17:51 - loss: 344.4817 - logits_profile_predictions_loss: 340.7384 - logcount_predictions_loss: 0.5587 110/2299 [>.............................] - ETA: 17:51 - loss: 344.4713 - logits_profile_predictions_loss: 340.7288 - logcount_predictions_loss: 0.5586 111/2299 [>.............................] - ETA: 17:50 - loss: 344.4605 - logits_profile_predictions_loss: 340.7188 - logcount_predictions_loss: 0.5585 112/2299 [>.............................] - ETA: 17:50 - loss: 344.4467 - logits_profile_predictions_loss: 340.7058 - logcount_predictions_loss: 0.5583 113/2299 [>.............................] - ETA: 17:49 - loss: 344.4332 - logits_profile_predictions_loss: 340.6932 - logcount_predictions_loss: 0.5582 114/2299 [>.............................] - ETA: 17:49 - loss: 344.4137 - logits_profile_predictions_loss: 340.6745 - logcount_predictions_loss: 0.5581 115/2299 [>.............................] - ETA: 17:48 - loss: 344.3895 - logits_profile_predictions_loss: 340.6511 - logcount_predictions_loss: 0.5580 116/2299 [>.............................] - ETA: 17:48 - loss: 344.3629 - logits_profile_predictions_loss: 340.6255 - logcount_predictions_loss: 0.5578 117/2299 [>.............................] - ETA: 17:47 - loss: 344.3380 - logits_profile_predictions_loss: 340.6015 - logcount_predictions_loss: 0.5577 118/2299 [>.............................] - ETA: 17:47 - loss: 344.3147 - logits_profile_predictions_loss: 340.5790 - logcount_predictions_loss: 0.5576 119/2299 [>.............................] - ETA: 17:46 - loss: 344.2983 - logits_profile_predictions_loss: 340.5632 - logcount_predictions_loss: 0.5575 120/2299 [>.............................] - ETA: 17:46 - loss: 344.2807 - logits_profile_predictions_loss: 340.5463 - logcount_predictions_loss: 0.5574 121/2299 [>.............................] - ETA: 17:45 - loss: 344.2678 - logits_profile_predictions_loss: 340.5340 - logcount_predictions_loss: 0.5573 122/2299 [>.............................] - ETA: 17:45 - loss: 344.2541 - logits_profile_predictions_loss: 340.5210 - logcount_predictions_loss: 0.5572 123/2299 [>.............................] - ETA: 17:44 - loss: 344.2437 - logits_profile_predictions_loss: 340.5112 - logcount_predictions_loss: 0.5571 124/2299 [>.............................] - ETA: 17:44 - loss: 344.2317 - logits_profile_predictions_loss: 340.5000 - logcount_predictions_loss: 0.5570 125/2299 [>.............................] - ETA: 17:43 - loss: 344.2210 - logits_profile_predictions_loss: 340.4901 - logcount_predictions_loss: 0.5569 126/2299 [>.............................] - ETA: 17:43 - loss: 344.2073 - logits_profile_predictions_loss: 340.4771 - logcount_predictions_loss: 0.5567 127/2299 [>.............................] - ETA: 17:42 - loss: 344.1965 - logits_profile_predictions_loss: 340.4671 - logcount_predictions_loss: 0.5566 128/2299 [>.............................] - ETA: 17:42 - loss: 344.1863 - logits_profile_predictions_loss: 340.4577 - logcount_predictions_loss: 0.5565 129/2299 [>.............................] - ETA: 17:41 - loss: 344.1729 - logits_profile_predictions_loss: 340.4451 - logcount_predictions_loss: 0.5564 130/2299 [>.............................] - ETA: 17:41 - loss: 344.1610 - logits_profile_predictions_loss: 340.4341 - logcount_predictions_loss: 0.5563 131/2299 [>.............................] - ETA: 17:40 - loss: 344.1460 - logits_profile_predictions_loss: 340.4199 - logcount_predictions_loss: 0.5561 132/2299 [>.............................] - ETA: 17:40 - loss: 344.1341 - logits_profile_predictions_loss: 340.4088 - logcount_predictions_loss: 0.5560 133/2299 [>.............................] - ETA: 17:40 - loss: 344.1234 - logits_profile_predictions_loss: 340.3988 - logcount_predictions_loss: 0.5559 134/2299 [>.............................] - ETA: 17:39 - loss: 344.1112 - logits_profile_predictions_loss: 340.3873 - logcount_predictions_loss: 0.5558 135/2299 [>.............................] - ETA: 17:39 - loss: 344.0979 - logits_profile_predictions_loss: 340.3749 - logcount_predictions_loss: 0.5557 136/2299 [>.............................] - ETA: 17:38 - loss: 344.0815 - logits_profile_predictions_loss: 340.3593 - logcount_predictions_loss: 0.5556 137/2299 [>.............................] - ETA: 17:38 - loss: 344.0656 - logits_profile_predictions_loss: 340.3442 - logcount_predictions_loss: 0.5554 138/2299 [>.............................] - ETA: 17:37 - loss: 344.0506 - logits_profile_predictions_loss: 340.3300 - logcount_predictions_loss: 0.5553 139/2299 [>.............................] - ETA: 17:37 - loss: 344.0354 - logits_profile_predictions_loss: 340.3155 - logcount_predictions_loss: 0.5552 140/2299 [>.............................] - ETA: 17:36 - loss: 344.0241 - logits_profile_predictions_loss: 340.3049 - logcount_predictions_loss: 0.5551 141/2299 [>.............................] - ETA: 17:36 - loss: 344.0121 - logits_profile_predictions_loss: 340.2936 - logcount_predictions_loss: 0.5550 142/2299 [>.............................] - ETA: 17:35 - loss: 343.9984 - logits_profile_predictions_loss: 340.2808 - logcount_predictions_loss: 0.5549 143/2299 [>.............................] - ETA: 17:35 - loss: 343.9866 - logits_profile_predictions_loss: 340.2697 - logcount_predictions_loss: 0.5548 144/2299 [>.............................] - ETA: 17:34 - loss: 343.9713 - 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logits_profile_predictions_loss: 340.3423 - logcount_predictions_loss: 0.5456 288/2299 [==>...........................] - ETA: 16:24 - loss: 344.0033 - logits_profile_predictions_loss: 340.3477 - logcount_predictions_loss: 0.5456 289/2299 [==>...........................] - ETA: 16:23 - loss: 344.0078 - logits_profile_predictions_loss: 340.3525 - logcount_predictions_loss: 0.5456 290/2299 [==>...........................] - ETA: 16:23 - loss: 344.0122 - logits_profile_predictions_loss: 340.3571 - logcount_predictions_loss: 0.5455 291/2299 [==>...........................] - ETA: 16:22 - loss: 344.0166 - logits_profile_predictions_loss: 340.3616 - logcount_predictions_loss: 0.5455 293/2299 [==>...........................] - ETA: 16:18 - loss: 344.0256 - logits_profile_predictions_loss: 340.3710 - logcount_predictions_loss: 0.5455 294/2299 [==>...........................] - ETA: 16:18 - loss: 344.0300 - logits_profile_predictions_loss: 340.3756 - logcount_predictions_loss: 0.5454 295/2299 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logits_profile_predictions_loss: 340.4142 - logcount_predictions_loss: 0.5453 302/2299 [==>...........................] - ETA: 16:14 - loss: 344.0719 - logits_profile_predictions_loss: 340.4187 - logcount_predictions_loss: 0.5453 303/2299 [==>...........................] - ETA: 16:14 - loss: 344.0759 - logits_profile_predictions_loss: 340.4228 - logcount_predictions_loss: 0.5452 304/2299 [==>...........................] - ETA: 16:13 - loss: 344.0794 - logits_profile_predictions_loss: 340.4264 - logcount_predictions_loss: 0.5452 305/2299 [==>...........................] - ETA: 16:13 - loss: 344.0828 - logits_profile_predictions_loss: 340.4299 - logcount_predictions_loss: 0.5452 306/2299 [==>...........................] - ETA: 16:12 - loss: 344.0872 - logits_profile_predictions_loss: 340.4344 - logcount_predictions_loss: 0.5452 307/2299 [===>..........................] - ETA: 16:12 - loss: 344.0919 - logits_profile_predictions_loss: 340.4392 - logcount_predictions_loss: 0.5452 308/2299 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logits_profile_predictions_loss: 340.4697 - logcount_predictions_loss: 0.5451 315/2299 [===>..........................] - ETA: 16:08 - loss: 344.1266 - logits_profile_predictions_loss: 340.4745 - logcount_predictions_loss: 0.5451 316/2299 [===>..........................] - ETA: 16:07 - loss: 344.1313 - logits_profile_predictions_loss: 340.4793 - logcount_predictions_loss: 0.5451 317/2299 [===>..........................] - ETA: 16:07 - loss: 344.1357 - logits_profile_predictions_loss: 340.4837 - logcount_predictions_loss: 0.5451 318/2299 [===>..........................] - ETA: 16:06 - loss: 344.1401 - logits_profile_predictions_loss: 340.4882 - logcount_predictions_loss: 0.5450 319/2299 [===>..........................] - ETA: 16:06 - loss: 344.1441 - logits_profile_predictions_loss: 340.4923 - logcount_predictions_loss: 0.5450 320/2299 [===>..........................] - ETA: 16:05 - loss: 344.1482 - logits_profile_predictions_loss: 340.4966 - logcount_predictions_loss: 0.5450 321/2299 [===>..........................] - ETA: 16:05 - loss: 344.1530 - logits_profile_predictions_loss: 340.5015 - logcount_predictions_loss: 0.5450 322/2299 [===>..........................] - ETA: 16:04 - loss: 344.1577 - logits_profile_predictions_loss: 340.5062 - logcount_predictions_loss: 0.5450 323/2299 [===>..........................] - ETA: 16:04 - loss: 344.1624 - logits_profile_predictions_loss: 340.5110 - logcount_predictions_loss: 0.5450 324/2299 [===>..........................] - ETA: 16:03 - loss: 344.1677 - logits_profile_predictions_loss: 340.5163 - logcount_predictions_loss: 0.5450 325/2299 [===>..........................] - ETA: 16:03 - loss: 344.1731 - logits_profile_predictions_loss: 340.5218 - logcount_predictions_loss: 0.5450 326/2299 [===>..........................] - ETA: 16:03 - loss: 344.1781 - logits_profile_predictions_loss: 340.5269 - logcount_predictions_loss: 0.5450 327/2299 [===>..........................] - ETA: 16:02 - loss: 344.1831 - logits_profile_predictions_loss: 340.5320 - logcount_predictions_loss: 0.5449 328/2299 [===>..........................] - ETA: 16:02 - loss: 344.1874 - logits_profile_predictions_loss: 340.5363 - logcount_predictions_loss: 0.5449 329/2299 [===>..........................] - ETA: 16:01 - loss: 344.1918 - logits_profile_predictions_loss: 340.5408 - logcount_predictions_loss: 0.5449 330/2299 [===>..........................] - ETA: 16:01 - loss: 344.1961 - logits_profile_predictions_loss: 340.5451 - logcount_predictions_loss: 0.5449 331/2299 [===>..........................] - ETA: 16:00 - loss: 344.2004 - logits_profile_predictions_loss: 340.5495 - logcount_predictions_loss: 0.5449 332/2299 [===>..........................] - ETA: 16:00 - loss: 344.2043 - logits_profile_predictions_loss: 340.5534 - logcount_predictions_loss: 0.5449 333/2299 [===>..........................] - ETA: 15:59 - loss: 344.2085 - logits_profile_predictions_loss: 340.5578 - logcount_predictions_loss: 0.5449 334/2299 [===>..........................] - ETA: 15:59 - loss: 344.2125 - logits_profile_predictions_loss: 340.5619 - logcount_predictions_loss: 0.5449 335/2299 [===>..........................] - ETA: 15:58 - loss: 344.2161 - logits_profile_predictions_loss: 340.5654 - logcount_predictions_loss: 0.5449 336/2299 [===>..........................] - ETA: 15:58 - loss: 344.2201 - logits_profile_predictions_loss: 340.5695 - logcount_predictions_loss: 0.5449 337/2299 [===>..........................] - ETA: 15:57 - loss: 344.2245 - logits_profile_predictions_loss: 340.5740 - logcount_predictions_loss: 0.5449 338/2299 [===>..........................] - ETA: 15:57 - loss: 344.2291 - logits_profile_predictions_loss: 340.5786 - logcount_predictions_loss: 0.5448 339/2299 [===>..........................] - ETA: 15:56 - loss: 344.2338 - logits_profile_predictions_loss: 340.5835 - logcount_predictions_loss: 0.5448 340/2299 [===>..........................] - ETA: 15:56 - loss: 344.2392 - logits_profile_predictions_loss: 340.5889 - logcount_predictions_loss: 0.5448 341/2299 [===>..........................] - ETA: 15:55 - loss: 344.2446 - logits_profile_predictions_loss: 340.5943 - logcount_predictions_loss: 0.5448 342/2299 [===>..........................] - ETA: 15:55 - loss: 344.2499 - logits_profile_predictions_loss: 340.5997 - logcount_predictions_loss: 0.5448 343/2299 [===>..........................] - ETA: 15:54 - loss: 344.2550 - logits_profile_predictions_loss: 340.6050 - logcount_predictions_loss: 0.5448 344/2299 [===>..........................] - ETA: 15:54 - loss: 344.2600 - logits_profile_predictions_loss: 340.6100 - logcount_predictions_loss: 0.5448 345/2299 [===>..........................] - ETA: 15:53 - loss: 344.2650 - logits_profile_predictions_loss: 340.6152 - logcount_predictions_loss: 0.5448 346/2299 [===>..........................] - ETA: 15:53 - loss: 344.2702 - logits_profile_predictions_loss: 340.6204 - logcount_predictions_loss: 0.5447 347/2299 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logits_profile_predictions_loss: 340.6554 - logcount_predictions_loss: 0.5447 354/2299 [===>..........................] - ETA: 15:49 - loss: 344.3098 - logits_profile_predictions_loss: 340.6607 - logcount_predictions_loss: 0.5446 355/2299 [===>..........................] - ETA: 15:49 - loss: 344.3148 - logits_profile_predictions_loss: 340.6658 - logcount_predictions_loss: 0.5446 356/2299 [===>..........................] - ETA: 15:48 - loss: 344.3197 - logits_profile_predictions_loss: 340.6708 - logcount_predictions_loss: 0.5446 357/2299 [===>..........................] - ETA: 15:48 - loss: 344.3252 - logits_profile_predictions_loss: 340.6763 - logcount_predictions_loss: 0.5446 358/2299 [===>..........................] - ETA: 15:47 - loss: 344.3302 - logits_profile_predictions_loss: 340.6814 - logcount_predictions_loss: 0.5446 359/2299 [===>..........................] - ETA: 15:47 - loss: 344.3355 - logits_profile_predictions_loss: 340.6868 - logcount_predictions_loss: 0.5446 360/2299 [===>..........................] - ETA: 15:46 - loss: 344.3407 - logits_profile_predictions_loss: 340.6921 - logcount_predictions_loss: 0.5446 361/2299 [===>..........................] - ETA: 15:46 - loss: 344.3457 - logits_profile_predictions_loss: 340.6972 - logcount_predictions_loss: 0.5445 362/2299 [===>..........................] - ETA: 15:45 - loss: 344.3507 - logits_profile_predictions_loss: 340.7023 - logcount_predictions_loss: 0.5445 363/2299 [===>..........................] - ETA: 15:45 - loss: 344.3556 - logits_profile_predictions_loss: 340.7073 - logcount_predictions_loss: 0.5445 364/2299 [===>..........................] - ETA: 15:44 - loss: 344.3603 - logits_profile_predictions_loss: 340.7121 - logcount_predictions_loss: 0.5445 365/2299 [===>..........................] - ETA: 15:44 - loss: 344.3655 - logits_profile_predictions_loss: 340.7174 - logcount_predictions_loss: 0.5445 366/2299 [===>..........................] - ETA: 15:43 - loss: 344.3710 - logits_profile_predictions_loss: 340.7230 - logcount_predictions_loss: 0.5445 367/2299 [===>..........................] - ETA: 15:43 - loss: 344.3768 - logits_profile_predictions_loss: 340.7289 - logcount_predictions_loss: 0.5445 368/2299 [===>..........................] - ETA: 15:42 - loss: 344.3821 - logits_profile_predictions_loss: 340.7343 - logcount_predictions_loss: 0.5444 369/2299 [===>..........................] - ETA: 15:42 - loss: 344.3867 - logits_profile_predictions_loss: 340.7390 - logcount_predictions_loss: 0.5444 370/2299 [===>..........................] - ETA: 15:41 - loss: 344.3916 - logits_profile_predictions_loss: 340.7440 - logcount_predictions_loss: 0.5444 371/2299 [===>..........................] - ETA: 15:41 - loss: 344.3969 - logits_profile_predictions_loss: 340.7494 - logcount_predictions_loss: 0.5444 372/2299 [===>..........................] - ETA: 15:40 - loss: 344.4024 - logits_profile_predictions_loss: 340.7550 - logcount_predictions_loss: 0.5444 373/2299 [===>..........................] - ETA: 15:40 - loss: 344.4078 - logits_profile_predictions_loss: 340.7605 - logcount_predictions_loss: 0.5444 374/2299 [===>..........................] - ETA: 15:39 - loss: 344.4135 - logits_profile_predictions_loss: 340.7662 - logcount_predictions_loss: 0.5444 375/2299 [===>..........................] - ETA: 15:39 - loss: 344.4197 - logits_profile_predictions_loss: 340.7726 - logcount_predictions_loss: 0.5443 376/2299 [===>..........................] - ETA: 15:38 - loss: 344.4258 - logits_profile_predictions_loss: 340.7787 - logcount_predictions_loss: 0.5443 377/2299 [===>..........................] - ETA: 15:38 - loss: 344.4313 - logits_profile_predictions_loss: 340.7843 - logcount_predictions_loss: 0.5443 378/2299 [===>..........................] - ETA: 15:37 - loss: 344.4367 - logits_profile_predictions_loss: 340.7898 - logcount_predictions_loss: 0.5443 379/2299 [===>..........................] - ETA: 15:37 - loss: 344.4419 - logits_profile_predictions_loss: 340.7950 - logcount_predictions_loss: 0.5443 380/2299 [===>..........................] - ETA: 15:37 - loss: 344.4469 - logits_profile_predictions_loss: 340.8001 - logcount_predictions_loss: 0.5443 381/2299 [===>..........................] - ETA: 15:36 - loss: 344.4517 - logits_profile_predictions_loss: 340.8050 - logcount_predictions_loss: 0.5443 382/2299 [===>..........................] - ETA: 15:36 - loss: 344.4561 - logits_profile_predictions_loss: 340.8095 - logcount_predictions_loss: 0.5443 383/2299 [===>..........................] - ETA: 15:35 - loss: 344.4606 - logits_profile_predictions_loss: 340.8140 - logcount_predictions_loss: 0.5443 384/2299 [====>.........................] - ETA: 15:35 - loss: 344.4650 - logits_profile_predictions_loss: 340.8185 - logcount_predictions_loss: 0.5442 385/2299 [====>.........................] - ETA: 15:34 - loss: 344.4695 - logits_profile_predictions_loss: 340.8231 - logcount_predictions_loss: 0.5442 386/2299 [====>.........................] - ETA: 15:34 - loss: 344.4739 - logits_profile_predictions_loss: 340.8276 - logcount_predictions_loss: 0.5442 387/2299 [====>.........................] - ETA: 15:33 - loss: 344.4790 - logits_profile_predictions_loss: 340.8327 - logcount_predictions_loss: 0.5442 388/2299 [====>.........................] - ETA: 15:33 - loss: 344.4842 - logits_profile_predictions_loss: 340.8381 - logcount_predictions_loss: 0.5442 389/2299 [====>.........................] - ETA: 15:32 - loss: 344.4894 - logits_profile_predictions_loss: 340.8433 - logcount_predictions_loss: 0.5442 390/2299 [====>.........................] - ETA: 15:32 - loss: 344.4947 - logits_profile_predictions_loss: 340.8487 - logcount_predictions_loss: 0.5442 391/2299 [====>.........................] - ETA: 15:31 - loss: 344.5000 - logits_profile_predictions_loss: 340.8541 - logcount_predictions_loss: 0.5442 392/2299 [====>.........................] - ETA: 15:31 - loss: 344.5048 - logits_profile_predictions_loss: 340.8589 - logcount_predictions_loss: 0.5442 393/2299 [====>.........................] - ETA: 15:30 - loss: 344.5099 - logits_profile_predictions_loss: 340.8641 - logcount_predictions_loss: 0.5442 394/2299 [====>.........................] - ETA: 15:30 - loss: 344.5148 - logits_profile_predictions_loss: 340.8691 - logcount_predictions_loss: 0.5441 395/2299 [====>.........................] - ETA: 15:29 - loss: 344.5194 - logits_profile_predictions_loss: 340.8737 - logcount_predictions_loss: 0.5441 396/2299 [====>.........................] - ETA: 15:29 - loss: 344.5241 - logits_profile_predictions_loss: 340.8785 - logcount_predictions_loss: 0.5441 397/2299 [====>.........................] - ETA: 15:28 - loss: 344.5285 - logits_profile_predictions_loss: 340.8829 - logcount_predictions_loss: 0.5441 398/2299 [====>.........................] - ETA: 15:28 - loss: 344.5327 - logits_profile_predictions_loss: 340.8872 - logcount_predictions_loss: 0.5441 399/2299 [====>.........................] - ETA: 15:27 - loss: 344.5372 - logits_profile_predictions_loss: 340.8918 - logcount_predictions_loss: 0.5441 400/2299 [====>.........................] - ETA: 15:27 - loss: 344.5417 - logits_profile_predictions_loss: 340.8963 - logcount_predictions_loss: 0.5441 401/2299 [====>.........................] - ETA: 15:26 - loss: 344.5460 - logits_profile_predictions_loss: 340.9008 - logcount_predictions_loss: 0.5441 402/2299 [====>.........................] - ETA: 15:26 - loss: 344.5501 - logits_profile_predictions_loss: 340.9049 - logcount_predictions_loss: 0.5441 403/2299 [====>.........................] - ETA: 15:25 - loss: 344.5541 - logits_profile_predictions_loss: 340.9090 - logcount_predictions_loss: 0.5440 404/2299 [====>.........................] - ETA: 15:25 - loss: 344.5580 - logits_profile_predictions_loss: 340.9130 - logcount_predictions_loss: 0.5440 405/2299 [====>.........................] - ETA: 15:24 - loss: 344.5617 - logits_profile_predictions_loss: 340.9167 - logcount_predictions_loss: 0.5440 406/2299 [====>.........................] - ETA: 15:24 - loss: 344.5651 - logits_profile_predictions_loss: 340.9202 - logcount_predictions_loss: 0.5440 407/2299 [====>.........................] - ETA: 15:24 - loss: 344.5686 - logits_profile_predictions_loss: 340.9238 - logcount_predictions_loss: 0.5440 408/2299 [====>.........................] - ETA: 15:23 - loss: 344.5721 - logits_profile_predictions_loss: 340.9274 - logcount_predictions_loss: 0.5440 409/2299 [====>.........................] - ETA: 15:23 - loss: 344.5753 - logits_profile_predictions_loss: 340.9306 - logcount_predictions_loss: 0.5440 410/2299 [====>.........................] - ETA: 15:22 - loss: 344.5789 - logits_profile_predictions_loss: 340.9343 - logcount_predictions_loss: 0.5440 411/2299 [====>.........................] - ETA: 15:22 - loss: 344.5823 - logits_profile_predictions_loss: 340.9378 - logcount_predictions_loss: 0.5440 412/2299 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[=====>........................] - ETA: 14:56 - loss: 344.7405 - logits_profile_predictions_loss: 341.0985 - logcount_predictions_loss: 0.5436 465/2299 [=====>........................] - ETA: 14:55 - loss: 344.7442 - logits_profile_predictions_loss: 341.1022 - logcount_predictions_loss: 0.5436 466/2299 [=====>........................] - ETA: 14:55 - loss: 344.7479 - logits_profile_predictions_loss: 341.1060 - logcount_predictions_loss: 0.5436 467/2299 [=====>........................] - ETA: 14:54 - loss: 344.7512 - logits_profile_predictions_loss: 341.1093 - logcount_predictions_loss: 0.5436 468/2299 [=====>........................] - ETA: 14:54 - loss: 344.7544 - logits_profile_predictions_loss: 341.1126 - logcount_predictions_loss: 0.5436 469/2299 [=====>........................] - ETA: 14:54 - loss: 344.7574 - logits_profile_predictions_loss: 341.1156 - logcount_predictions_loss: 0.5436 470/2299 [=====>........................] - ETA: 14:53 - loss: 344.7605 - 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[=====>........................] - ETA: 14:43 - loss: 344.8175 - logits_profile_predictions_loss: 341.1765 - logcount_predictions_loss: 0.5434 491/2299 [=====>........................] - ETA: 14:43 - loss: 344.8204 - logits_profile_predictions_loss: 341.1794 - logcount_predictions_loss: 0.5434 492/2299 [=====>........................] - ETA: 14:42 - loss: 344.8232 - logits_profile_predictions_loss: 341.1823 - logcount_predictions_loss: 0.5434 493/2299 [=====>........................] - ETA: 14:42 - loss: 344.8260 - logits_profile_predictions_loss: 341.1851 - logcount_predictions_loss: 0.5434 494/2299 [=====>........................] - ETA: 14:41 - loss: 344.8288 - logits_profile_predictions_loss: 341.1879 - logcount_predictions_loss: 0.5434 495/2299 [=====>........................] - ETA: 14:41 - loss: 344.8317 - logits_profile_predictions_loss: 341.1908 - logcount_predictions_loss: 0.5434 496/2299 [=====>........................] - ETA: 14:40 - loss: 344.8347 - 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[=====>........................] - ETA: 14:37 - loss: 344.8566 - logits_profile_predictions_loss: 341.2157 - logcount_predictions_loss: 0.5434 504/2299 [=====>........................] - ETA: 14:37 - loss: 344.8600 - logits_profile_predictions_loss: 341.2192 - logcount_predictions_loss: 0.5434 505/2299 [=====>........................] - ETA: 14:36 - loss: 344.8633 - logits_profile_predictions_loss: 341.2224 - logcount_predictions_loss: 0.5434 506/2299 [=====>........................] - ETA: 14:36 - loss: 344.8663 - logits_profile_predictions_loss: 341.2254 - logcount_predictions_loss: 0.5434 507/2299 [=====>........................] - ETA: 14:35 - loss: 344.8691 - logits_profile_predictions_loss: 341.2282 - logcount_predictions_loss: 0.5434 508/2299 [=====>........................] - ETA: 14:35 - loss: 344.8719 - logits_profile_predictions_loss: 341.2311 - logcount_predictions_loss: 0.5434 509/2299 [=====>........................] - ETA: 14:34 - loss: 344.8748 - 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[=====>........................] - ETA: 14:31 - loss: 344.8978 - logits_profile_predictions_loss: 341.2571 - logcount_predictions_loss: 0.5434 517/2299 [=====>........................] - ETA: 14:30 - loss: 344.9012 - logits_profile_predictions_loss: 341.2604 - logcount_predictions_loss: 0.5434 518/2299 [=====>........................] - ETA: 14:30 - loss: 344.9042 - logits_profile_predictions_loss: 341.2634 - logcount_predictions_loss: 0.5434 519/2299 [=====>........................] - ETA: 14:29 - loss: 344.9072 - logits_profile_predictions_loss: 341.2664 - logcount_predictions_loss: 0.5434 520/2299 [=====>........................] - ETA: 14:29 - loss: 344.9102 - logits_profile_predictions_loss: 341.2695 - logcount_predictions_loss: 0.5434 521/2299 [=====>........................] - ETA: 14:28 - loss: 344.9133 - logits_profile_predictions_loss: 341.2726 - logcount_predictions_loss: 0.5434 522/2299 [=====>........................] - ETA: 14:28 - loss: 344.9165 - 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[=====>........................] - ETA: 14:24 - loss: 344.9368 - logits_profile_predictions_loss: 341.2959 - logcount_predictions_loss: 0.5434 530/2299 [=====>........................] - ETA: 14:24 - loss: 344.9395 - logits_profile_predictions_loss: 341.2985 - logcount_predictions_loss: 0.5434 531/2299 [=====>........................] - ETA: 14:23 - loss: 344.9422 - logits_profile_predictions_loss: 341.3013 - logcount_predictions_loss: 0.5434 532/2299 [=====>........................] - ETA: 14:23 - loss: 344.9450 - logits_profile_predictions_loss: 341.3040 - logcount_predictions_loss: 0.5434 533/2299 [=====>........................] - ETA: 14:22 - loss: 344.9478 - logits_profile_predictions_loss: 341.3068 - logcount_predictions_loss: 0.5434 534/2299 [=====>........................] - ETA: 14:22 - loss: 344.9507 - logits_profile_predictions_loss: 341.3097 - logcount_predictions_loss: 0.5434 535/2299 [=====>........................] - ETA: 14:21 - loss: 344.9533 - 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[===========================>..] - ETA: 39s - loss: 345.8460 - logits_profile_predictions_loss: 342.2229 - logcount_predictions_loss: 0.5408 2220/2299 [===========================>..] - ETA: 38s - loss: 345.8462 - logits_profile_predictions_loss: 342.2231 - logcount_predictions_loss: 0.5408 2221/2299 [===========================>..] - ETA: 38s - loss: 345.8463 - logits_profile_predictions_loss: 342.2233 - logcount_predictions_loss: 0.5408 2222/2299 [===========================>..] - ETA: 37s - loss: 345.8465 - logits_profile_predictions_loss: 342.2235 - logcount_predictions_loss: 0.5408 2223/2299 [============================>.] - ETA: 37s - loss: 345.8467 - logits_profile_predictions_loss: 342.2237 - logcount_predictions_loss: 0.5408 2224/2299 [============================>.] - ETA: 36s - loss: 345.8469 - logits_profile_predictions_loss: 342.2238 - logcount_predictions_loss: 0.5408 2225/2299 [============================>.] - ETA: 36s - loss: 345.8471 - 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[============================>.] - ETA: 32s - loss: 345.8484 - logits_profile_predictions_loss: 342.2255 - logcount_predictions_loss: 0.5407 2233/2299 [============================>.] - ETA: 32s - loss: 345.8486 - logits_profile_predictions_loss: 342.2257 - logcount_predictions_loss: 0.5407 2234/2299 [============================>.] - ETA: 31s - loss: 345.8488 - logits_profile_predictions_loss: 342.2259 - logcount_predictions_loss: 0.5407 2235/2299 [============================>.] - ETA: 31s - loss: 345.8490 - logits_profile_predictions_loss: 342.2261 - logcount_predictions_loss: 0.5407 2236/2299 [============================>.] - ETA: 30s - loss: 345.8493 - logits_profile_predictions_loss: 342.2263 - logcount_predictions_loss: 0.5407 2237/2299 [============================>.] - ETA: 30s - loss: 345.8495 - logits_profile_predictions_loss: 342.2265 - logcount_predictions_loss: 0.5407 2238/2299 [============================>.] - ETA: 29s - loss: 345.8497 - 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[============================>.] - ETA: 26s - loss: 345.8513 - logits_profile_predictions_loss: 342.2284 - logcount_predictions_loss: 0.5407 2246/2299 [============================>.] - ETA: 25s - loss: 345.8516 - logits_profile_predictions_loss: 342.2287 - logcount_predictions_loss: 0.5407 2247/2299 [============================>.] - ETA: 25s - loss: 345.8518 - logits_profile_predictions_loss: 342.2289 - logcount_predictions_loss: 0.5407 2248/2299 [============================>.] - ETA: 24s - loss: 345.8520 - logits_profile_predictions_loss: 342.2291 - logcount_predictions_loss: 0.5407 2249/2299 [============================>.] - ETA: 24s - loss: 345.8522 - logits_profile_predictions_loss: 342.2293 - logcount_predictions_loss: 0.5407 2250/2299 [============================>.] - ETA: 23s - loss: 345.8524 - logits_profile_predictions_loss: 342.2295 - logcount_predictions_loss: 0.5407 2251/2299 [============================>.] - ETA: 23s - loss: 345.8526 - 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[============================>.] - ETA: 20s - loss: 345.8540 - logits_profile_predictions_loss: 342.2311 - logcount_predictions_loss: 0.5407 2259/2299 [============================>.] - ETA: 19s - loss: 345.8542 - logits_profile_predictions_loss: 342.2313 - logcount_predictions_loss: 0.5407 2260/2299 [============================>.] - ETA: 19s - loss: 345.8543 - logits_profile_predictions_loss: 342.2315 - logcount_predictions_loss: 0.5407 2261/2299 [============================>.] - ETA: 18s - loss: 345.8545 - logits_profile_predictions_loss: 342.2317 - logcount_predictions_loss: 0.5407 2262/2299 [============================>.] - ETA: 18s - loss: 345.8547 - logits_profile_predictions_loss: 342.2319 - logcount_predictions_loss: 0.5407 2263/2299 [============================>.] - ETA: 17s - loss: 345.8548 - logits_profile_predictions_loss: 342.2320 - logcount_predictions_loss: 0.5407 2264/2299 [============================>.] - ETA: 17s - loss: 345.8550 - 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[============================>.] - ETA: 13s - loss: 345.8561 - logits_profile_predictions_loss: 342.2334 - logcount_predictions_loss: 0.5407 2272/2299 [============================>.] - ETA: 13s - loss: 345.8563 - logits_profile_predictions_loss: 342.2336 - logcount_predictions_loss: 0.5407 2273/2299 [============================>.] - ETA: 12s - loss: 345.8565 - logits_profile_predictions_loss: 342.2338 - logcount_predictions_loss: 0.5407 2274/2299 [============================>.] - ETA: 12s - loss: 345.8567 - logits_profile_predictions_loss: 342.2340 - logcount_predictions_loss: 0.5407 2275/2299 [============================>.] - ETA: 11s - loss: 345.8569 - logits_profile_predictions_loss: 342.2341 - logcount_predictions_loss: 0.5407 2276/2299 [============================>.] - ETA: 11s - loss: 345.8571 - logits_profile_predictions_loss: 342.2343 - logcount_predictions_loss: 0.5407 2277/2299 [============================>.] - ETA: 10s - loss: 345.8573 - 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[============================>.] - ETA: 7s - loss: 345.8587 - logits_profile_predictions_loss: 342.2360 - logcount_predictions_loss: 0.5407 2285/2299 [============================>.] - ETA: 6s - loss: 345.8589 - logits_profile_predictions_loss: 342.2362 - logcount_predictions_loss: 0.5407 2286/2299 [============================>.] - ETA: 6s - loss: 345.8591 - logits_profile_predictions_loss: 342.2364 - logcount_predictions_loss: 0.5407 2287/2299 [============================>.] - ETA: 5s - loss: 345.8593 - logits_profile_predictions_loss: 342.2366 - logcount_predictions_loss: 0.5407 2288/2299 [============================>.] - ETA: 5s - loss: 345.8595 - logits_profile_predictions_loss: 342.2368 - logcount_predictions_loss: 0.5407 2289/2299 [============================>.] - ETA: 4s - loss: 345.8597 - logits_profile_predictions_loss: 342.2371 - logcount_predictions_loss: 0.5407 2290/2299 [============================>.] - ETA: 4s - loss: 345.8600 - logits_profile_predictions_loss: 342.2373 - logcount_predictions_loss: 0.5407 2291/2299 [============================>.] - ETA: 3s - loss: 345.8602 - logits_profile_predictions_loss: 342.2375 - logcount_predictions_loss: 0.5407 2292/2299 [============================>.] - ETA: 3s - loss: 345.8604 - logits_profile_predictions_loss: 342.2378 - logcount_predictions_loss: 0.5407 2293/2299 [============================>.] - ETA: 2s - loss: 345.8607 - logits_profile_predictions_loss: 342.2380 - logcount_predictions_loss: 0.5407 2294/2299 [============================>.] - ETA: 2s - loss: 345.8609 - logits_profile_predictions_loss: 342.2382 - logcount_predictions_loss: 0.5407 2295/2299 [============================>.] - ETA: 1s - loss: 345.8611 - logits_profile_predictions_loss: 342.2385 - logcount_predictions_loss: 0.5407 2296/2299 [============================>.] - ETA: 1s - loss: 345.8614 - logits_profile_predictions_loss: 342.2387 - logcount_predictions_loss: 0.5407 2297/2299 [============================>.] - ETA: 0s - loss: 345.8616 - logits_profile_predictions_loss: 342.2390 - logcount_predictions_loss: 0.5407 2298/2299 [============================>.] - ETA: 0s - loss: 345.8618 - logits_profile_predictions_loss: 342.2392 - logcount_predictions_loss: 0.5407 2299/2299 [==============================] - ETA: 0s - loss: 345.8620 - logits_profile_predictions_loss: 342.2394 - logcount_predictions_loss: 0.5407 2299/2299 [==============================] - 1167s 508ms/step - loss: 345.8623 - logits_profile_predictions_loss: 342.2396 - logcount_predictions_loss: 0.5407 - val_loss: 343.0938 - val_logits_profile_predictions_loss: 340.0117 - val_logcount_predictions_loss: 0.4600 Epoch 00007: val_loss improved from 346.31317 to 343.09375, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias/chrombpnet.h5 Epoch 8/50 1/2299 [..............................] - ETA: 19:57 - loss: 341.0497 - logits_profile_predictions_loss: 337.1734 - 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350.3646 - logits_profile_predictions_loss: 346.7349 - logcount_predictions_loss: 0.5418 9/2299 [..............................] - ETA: 18:38 - loss: 350.8835 - logits_profile_predictions_loss: 347.2443 - logcount_predictions_loss: 0.5432 10/2299 [..............................] - ETA: 18:38 - loss: 351.2885 - logits_profile_predictions_loss: 347.6502 - logcount_predictions_loss: 0.5430 11/2299 [..............................] - ETA: 18:38 - loss: 351.5963 - logits_profile_predictions_loss: 347.9701 - logcount_predictions_loss: 0.5412 12/2299 [..............................] - ETA: 18:37 - loss: 351.8868 - logits_profile_predictions_loss: 348.2736 - logcount_predictions_loss: 0.5393 13/2299 [..............................] - ETA: 18:37 - loss: 352.0496 - logits_profile_predictions_loss: 348.4451 - logcount_predictions_loss: 0.5380 14/2299 [..............................] - ETA: 18:37 - loss: 352.0714 - logits_profile_predictions_loss: 348.4741 - logcount_predictions_loss: 0.5369 15/2299 [..............................] - ETA: 18:36 - loss: 352.1788 - logits_profile_predictions_loss: 348.5819 - logcount_predictions_loss: 0.5368 16/2299 [..............................] - ETA: 18:36 - loss: 352.2224 - logits_profile_predictions_loss: 348.6255 - logcount_predictions_loss: 0.5368 17/2299 [..............................] - ETA: 18:35 - loss: 352.3495 - logits_profile_predictions_loss: 348.7502 - logcount_predictions_loss: 0.5372 18/2299 [..............................] - ETA: 18:35 - loss: 352.4583 - logits_profile_predictions_loss: 348.8606 - logcount_predictions_loss: 0.5370 19/2299 [..............................] - ETA: 18:34 - loss: 352.6502 - logits_profile_predictions_loss: 349.0550 - logcount_predictions_loss: 0.5366 20/2299 [..............................] - ETA: 18:34 - loss: 352.8795 - logits_profile_predictions_loss: 349.2842 - logcount_predictions_loss: 0.5366 21/2299 [..............................] - ETA: 18:33 - loss: 353.0035 - 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[..............................] - ETA: 18:30 - loss: 352.7091 - logits_profile_predictions_loss: 349.1077 - logcount_predictions_loss: 0.5375 29/2299 [..............................] - ETA: 18:30 - loss: 352.7060 - logits_profile_predictions_loss: 349.1032 - logcount_predictions_loss: 0.5377 30/2299 [..............................] - ETA: 18:29 - loss: 352.6432 - logits_profile_predictions_loss: 349.0383 - logcount_predictions_loss: 0.5380 31/2299 [..............................] - ETA: 18:29 - loss: 352.5992 - logits_profile_predictions_loss: 348.9922 - logcount_predictions_loss: 0.5384 32/2299 [..............................] - ETA: 18:28 - loss: 352.5458 - logits_profile_predictions_loss: 348.9377 - logcount_predictions_loss: 0.5385 33/2299 [..............................] - ETA: 18:28 - loss: 352.5252 - logits_profile_predictions_loss: 348.9144 - logcount_predictions_loss: 0.5389 34/2299 [..............................] - ETA: 18:27 - loss: 352.5231 - logits_profile_predictions_loss: 348.9103 - logcount_predictions_loss: 0.5392 35/2299 [..............................] - ETA: 18:27 - loss: 352.5297 - logits_profile_predictions_loss: 348.9160 - logcount_predictions_loss: 0.5394 36/2299 [..............................] - ETA: 18:26 - loss: 352.5124 - logits_profile_predictions_loss: 348.8985 - logcount_predictions_loss: 0.5394 37/2299 [..............................] - ETA: 18:26 - loss: 352.4992 - logits_profile_predictions_loss: 348.8853 - logcount_predictions_loss: 0.5394 38/2299 [..............................] - ETA: 18:25 - loss: 352.4557 - logits_profile_predictions_loss: 348.8404 - logcount_predictions_loss: 0.5396 39/2299 [..............................] - ETA: 18:25 - loss: 352.3859 - logits_profile_predictions_loss: 348.7702 - logcount_predictions_loss: 0.5397 40/2299 [..............................] - ETA: 18:24 - loss: 352.3083 - logits_profile_predictions_loss: 348.6926 - logcount_predictions_loss: 0.5396 41/2299 [..............................] - ETA: 18:24 - loss: 352.2197 - logits_profile_predictions_loss: 348.6042 - logcount_predictions_loss: 0.5396 42/2299 [..............................] - ETA: 18:23 - loss: 352.1163 - logits_profile_predictions_loss: 348.5017 - logcount_predictions_loss: 0.5395 43/2299 [..............................] - ETA: 18:23 - loss: 351.9908 - logits_profile_predictions_loss: 348.3766 - logcount_predictions_loss: 0.5394 44/2299 [..............................] - ETA: 18:22 - loss: 351.9109 - logits_profile_predictions_loss: 348.2975 - logcount_predictions_loss: 0.5393 45/2299 [..............................] - ETA: 18:22 - loss: 351.8091 - logits_profile_predictions_loss: 348.1965 - logcount_predictions_loss: 0.5392 46/2299 [..............................] - ETA: 18:21 - loss: 351.7091 - logits_profile_predictions_loss: 348.0967 - logcount_predictions_loss: 0.5392 47/2299 [..............................] - ETA: 18:21 - loss: 351.6226 - 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[..............................] - ETA: 18:18 - loss: 350.8471 - logits_profile_predictions_loss: 347.2417 - logcount_predictions_loss: 0.5381 55/2299 [..............................] - ETA: 18:17 - loss: 350.7436 - logits_profile_predictions_loss: 347.1400 - logcount_predictions_loss: 0.5379 56/2299 [..............................] - ETA: 18:17 - loss: 350.6162 - logits_profile_predictions_loss: 347.0144 - logcount_predictions_loss: 0.5376 57/2299 [..............................] - ETA: 18:16 - loss: 350.4858 - logits_profile_predictions_loss: 346.8855 - logcount_predictions_loss: 0.5374 58/2299 [..............................] - ETA: 18:16 - loss: 350.3577 - logits_profile_predictions_loss: 346.7589 - logcount_predictions_loss: 0.5371 59/2299 [..............................] - ETA: 18:15 - loss: 350.2561 - logits_profile_predictions_loss: 346.6585 - logcount_predictions_loss: 0.5370 60/2299 [..............................] - ETA: 18:15 - loss: 350.1773 - 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[====>.........................] - ETA: 15:01 - loss: 345.7468 - logits_profile_predictions_loss: 342.2014 - logcount_predictions_loss: 0.5292 458/2299 [====>.........................] - ETA: 15:01 - loss: 345.7429 - logits_profile_predictions_loss: 342.1976 - logcount_predictions_loss: 0.5291 459/2299 [====>.........................] - ETA: 15:00 - loss: 345.7392 - logits_profile_predictions_loss: 342.1940 - logcount_predictions_loss: 0.5291 460/2299 [=====>........................] - ETA: 15:00 - loss: 345.7355 - logits_profile_predictions_loss: 342.1903 - logcount_predictions_loss: 0.5291 461/2299 [=====>........................] - ETA: 14:59 - loss: 345.7320 - logits_profile_predictions_loss: 342.1868 - logcount_predictions_loss: 0.5291 462/2299 [=====>........................] - ETA: 14:59 - loss: 345.7288 - logits_profile_predictions_loss: 342.1837 - logcount_predictions_loss: 0.5291 463/2299 [=====>........................] - ETA: 14:58 - loss: 345.7256 - 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341.0760 - logcount_predictions_loss: 0.5245 2285/2299 [============================>.] - ETA: 6s - loss: 344.5899 - logits_profile_predictions_loss: 341.0761 - logcount_predictions_loss: 0.5245 2286/2299 [============================>.] - ETA: 6s - loss: 344.5899 - logits_profile_predictions_loss: 341.0761 - logcount_predictions_loss: 0.5245 2287/2299 [============================>.] - ETA: 5s - loss: 344.5899 - logits_profile_predictions_loss: 341.0761 - logcount_predictions_loss: 0.5245 2288/2299 [============================>.] - ETA: 5s - loss: 344.5899 - logits_profile_predictions_loss: 341.0762 - logcount_predictions_loss: 0.5245 2289/2299 [============================>.] - ETA: 4s - loss: 344.5899 - logits_profile_predictions_loss: 341.0762 - logcount_predictions_loss: 0.5245 2290/2299 [============================>.] - ETA: 4s - loss: 344.5900 - logits_profile_predictions_loss: 341.0762 - logcount_predictions_loss: 0.5245 2291/2299 [============================>.] - ETA: 3s - loss: 344.5900 - logits_profile_predictions_loss: 341.0763 - logcount_predictions_loss: 0.5245 2292/2299 [============================>.] - ETA: 3s - loss: 344.5900 - logits_profile_predictions_loss: 341.0763 - logcount_predictions_loss: 0.5245 2293/2299 [============================>.] - ETA: 2s - loss: 344.5901 - logits_profile_predictions_loss: 341.0763 - logcount_predictions_loss: 0.5245 2294/2299 [============================>.] - ETA: 2s - loss: 344.5901 - logits_profile_predictions_loss: 341.0764 - logcount_predictions_loss: 0.5245 2295/2299 [============================>.] - ETA: 1s - loss: 344.5902 - logits_profile_predictions_loss: 341.0764 - logcount_predictions_loss: 0.5245 2296/2299 [============================>.] - ETA: 1s - loss: 344.5902 - logits_profile_predictions_loss: 341.0765 - logcount_predictions_loss: 0.5245 2297/2299 [============================>.] - ETA: 0s - loss: 344.5902 - logits_profile_predictions_loss: 341.0765 - logcount_predictions_loss: 0.5245 2298/2299 [============================>.] - ETA: 0s - loss: 344.5903 - logits_profile_predictions_loss: 341.0766 - logcount_predictions_loss: 0.5245 2299/2299 [==============================] - ETA: 0s - loss: 344.5903 - logits_profile_predictions_loss: 341.0766 - logcount_predictions_loss: 0.5245 2299/2299 [==============================] - 1167s 508ms/step - loss: 344.5903 - logits_profile_predictions_loss: 341.0766 - logcount_predictions_loss: 0.5245 - val_loss: 344.4075 - val_logits_profile_predictions_loss: 341.2436 - val_logcount_predictions_loss: 0.4722 Epoch 00008: val_loss did not improve from 343.09375 Epoch 9/50 1/2299 [..............................] - ETA: 20:11 - loss: 344.0156 - logits_profile_predictions_loss: 340.5640 - logcount_predictions_loss: 0.5152 2/2299 [..............................] - ETA: 18:42 - loss: 351.9359 - logits_profile_predictions_loss: 348.5648 - logcount_predictions_loss: 0.5031 3/2299 [..............................] - ETA: 18:41 - loss: 350.4353 - logits_profile_predictions_loss: 347.1117 - logcount_predictions_loss: 0.4961 4/2299 [..............................] - ETA: 18:41 - loss: 350.7000 - logits_profile_predictions_loss: 347.3616 - logcount_predictions_loss: 0.4983 5/2299 [..............................] - ETA: 18:40 - loss: 349.8591 - logits_profile_predictions_loss: 346.5212 - logcount_predictions_loss: 0.4982 6/2299 [..............................] - ETA: 18:40 - loss: 349.1841 - logits_profile_predictions_loss: 345.8079 - logcount_predictions_loss: 0.5039 7/2299 [..............................] - ETA: 18:39 - loss: 348.0280 - logits_profile_predictions_loss: 344.6367 - logcount_predictions_loss: 0.5062 8/2299 [..............................] - ETA: 18:39 - loss: 347.3281 - logits_profile_predictions_loss: 343.9303 - logcount_predictions_loss: 0.5071 9/2299 [..............................] - ETA: 18:38 - loss: 346.7610 - logits_profile_predictions_loss: 343.3684 - logcount_predictions_loss: 0.5064 10/2299 [..............................] - ETA: 18:38 - loss: 346.1856 - logits_profile_predictions_loss: 342.7938 - logcount_predictions_loss: 0.5062 11/2299 [..............................] - ETA: 18:38 - loss: 345.2430 - logits_profile_predictions_loss: 341.8546 - logcount_predictions_loss: 0.5057 12/2299 [..............................] - ETA: 18:37 - loss: 344.2068 - logits_profile_predictions_loss: 340.8235 - logcount_predictions_loss: 0.5050 13/2299 [..............................] - ETA: 18:37 - loss: 343.5386 - logits_profile_predictions_loss: 340.1497 - logcount_predictions_loss: 0.5058 14/2299 [..............................] - ETA: 18:36 - loss: 342.9035 - logits_profile_predictions_loss: 339.5052 - logcount_predictions_loss: 0.5072 15/2299 [..............................] - ETA: 18:36 - loss: 342.2981 - logits_profile_predictions_loss: 338.8966 - logcount_predictions_loss: 0.5077 16/2299 [..............................] - ETA: 18:35 - loss: 342.0648 - logits_profile_predictions_loss: 338.6605 - logcount_predictions_loss: 0.5081 17/2299 [..............................] - ETA: 18:35 - loss: 341.8704 - logits_profile_predictions_loss: 338.4642 - logcount_predictions_loss: 0.5084 18/2299 [..............................] - ETA: 18:34 - loss: 341.7296 - logits_profile_predictions_loss: 338.3204 - logcount_predictions_loss: 0.5088 19/2299 [..............................] - ETA: 18:34 - loss: 341.6381 - logits_profile_predictions_loss: 338.2271 - logcount_predictions_loss: 0.5091 20/2299 [..............................] - ETA: 18:33 - loss: 341.6890 - logits_profile_predictions_loss: 338.2774 - logcount_predictions_loss: 0.5092 21/2299 [..............................] - ETA: 18:33 - loss: 341.7137 - logits_profile_predictions_loss: 338.3023 - logcount_predictions_loss: 0.5092 22/2299 [..............................] - ETA: 18:33 - loss: 341.8183 - logits_profile_predictions_loss: 338.4088 - logcount_predictions_loss: 0.5089 23/2299 [..............................] - ETA: 18:32 - loss: 341.8715 - logits_profile_predictions_loss: 338.4628 - logcount_predictions_loss: 0.5088 24/2299 [..............................] - ETA: 18:32 - loss: 341.9529 - logits_profile_predictions_loss: 338.5432 - logcount_predictions_loss: 0.5089 25/2299 [..............................] - ETA: 18:31 - loss: 342.0876 - logits_profile_predictions_loss: 338.6762 - logcount_predictions_loss: 0.5092 26/2299 [..............................] - ETA: 18:31 - loss: 342.2447 - logits_profile_predictions_loss: 338.8315 - logcount_predictions_loss: 0.5094 27/2299 [..............................] - ETA: 18:30 - loss: 342.3587 - logits_profile_predictions_loss: 338.9446 - logcount_predictions_loss: 0.5096 28/2299 [..............................] - ETA: 18:30 - loss: 342.3672 - logits_profile_predictions_loss: 338.9521 - logcount_predictions_loss: 0.5097 29/2299 [..............................] - ETA: 18:29 - loss: 342.4572 - logits_profile_predictions_loss: 339.0425 - logcount_predictions_loss: 0.5097 30/2299 [..............................] - ETA: 18:29 - loss: 342.5731 - logits_profile_predictions_loss: 339.1597 - logcount_predictions_loss: 0.5094 31/2299 [..............................] - ETA: 18:28 - loss: 342.7042 - logits_profile_predictions_loss: 339.2924 - logcount_predictions_loss: 0.5092 32/2299 [..............................] - ETA: 18:28 - loss: 342.7728 - logits_profile_predictions_loss: 339.3627 - logcount_predictions_loss: 0.5090 33/2299 [..............................] - ETA: 18:27 - loss: 342.8924 - logits_profile_predictions_loss: 339.4833 - logcount_predictions_loss: 0.5088 34/2299 [..............................] - ETA: 18:27 - loss: 342.9932 - logits_profile_predictions_loss: 339.5854 - logcount_predictions_loss: 0.5086 35/2299 [..............................] - ETA: 18:26 - loss: 343.0651 - logits_profile_predictions_loss: 339.6586 - logcount_predictions_loss: 0.5084 36/2299 [..............................] - ETA: 18:26 - loss: 343.1600 - logits_profile_predictions_loss: 339.7551 - logcount_predictions_loss: 0.5082 37/2299 [..............................] - ETA: 18:25 - loss: 343.2527 - logits_profile_predictions_loss: 339.8498 - logcount_predictions_loss: 0.5079 38/2299 [..............................] - ETA: 18:25 - loss: 343.3005 - logits_profile_predictions_loss: 339.8993 - logcount_predictions_loss: 0.5076 39/2299 [..............................] - ETA: 18:24 - loss: 343.3262 - logits_profile_predictions_loss: 339.9272 - logcount_predictions_loss: 0.5073 40/2299 [..............................] - ETA: 18:24 - loss: 343.4226 - logits_profile_predictions_loss: 340.0249 - logcount_predictions_loss: 0.5071 41/2299 [..............................] - ETA: 18:23 - loss: 343.4912 - logits_profile_predictions_loss: 340.0938 - logcount_predictions_loss: 0.5071 42/2299 [..............................] - ETA: 18:23 - loss: 343.5516 - logits_profile_predictions_loss: 340.1542 - logcount_predictions_loss: 0.5071 43/2299 [..............................] - ETA: 18:22 - loss: 343.6176 - logits_profile_predictions_loss: 340.2202 - logcount_predictions_loss: 0.5071 44/2299 [..............................] - ETA: 18:22 - loss: 343.6527 - logits_profile_predictions_loss: 340.2558 - logcount_predictions_loss: 0.5070 45/2299 [..............................] - ETA: 18:22 - loss: 343.7023 - logits_profile_predictions_loss: 340.3054 - logcount_predictions_loss: 0.5070 46/2299 [..............................] - ETA: 18:21 - loss: 343.7362 - logits_profile_predictions_loss: 340.3393 - logcount_predictions_loss: 0.5070 47/2299 [..............................] - ETA: 18:21 - loss: 343.7601 - logits_profile_predictions_loss: 340.3628 - logcount_predictions_loss: 0.5071 48/2299 [..............................] - ETA: 18:20 - loss: 343.8064 - logits_profile_predictions_loss: 340.4087 - logcount_predictions_loss: 0.5071 49/2299 [..............................] - ETA: 18:20 - loss: 343.8714 - logits_profile_predictions_loss: 340.4739 - logcount_predictions_loss: 0.5071 50/2299 [..............................] - ETA: 18:19 - loss: 343.9497 - logits_profile_predictions_loss: 340.5526 - logcount_predictions_loss: 0.5070 51/2299 [..............................] - ETA: 18:19 - loss: 344.0404 - logits_profile_predictions_loss: 340.6438 - logcount_predictions_loss: 0.5069 52/2299 [..............................] - ETA: 18:18 - loss: 344.1269 - logits_profile_predictions_loss: 340.7311 - logcount_predictions_loss: 0.5068 53/2299 [..............................] - ETA: 18:18 - loss: 344.2200 - logits_profile_predictions_loss: 340.8251 - logcount_predictions_loss: 0.5067 54/2299 [..............................] - ETA: 18:18 - loss: 344.3164 - logits_profile_predictions_loss: 340.9225 - logcount_predictions_loss: 0.5065 55/2299 [..............................] - ETA: 18:17 - loss: 344.3989 - logits_profile_predictions_loss: 341.0058 - logcount_predictions_loss: 0.5064 56/2299 [..............................] - ETA: 18:17 - loss: 344.4701 - logits_profile_predictions_loss: 341.0778 - logcount_predictions_loss: 0.5063 57/2299 [..............................] - ETA: 18:16 - loss: 344.5341 - logits_profile_predictions_loss: 341.1428 - logcount_predictions_loss: 0.5061 58/2299 [..............................] - ETA: 18:16 - loss: 344.6022 - logits_profile_predictions_loss: 341.2121 - logcount_predictions_loss: 0.5060 59/2299 [..............................] - ETA: 18:15 - loss: 344.6589 - logits_profile_predictions_loss: 341.2702 - logcount_predictions_loss: 0.5058 60/2299 [..............................] - ETA: 18:15 - loss: 344.7056 - logits_profile_predictions_loss: 341.3184 - logcount_predictions_loss: 0.5055 61/2299 [..............................] - ETA: 18:14 - loss: 344.7535 - logits_profile_predictions_loss: 341.3678 - logcount_predictions_loss: 0.5053 62/2299 [..............................] - ETA: 18:14 - loss: 344.8130 - logits_profile_predictions_loss: 341.4286 - logcount_predictions_loss: 0.5051 63/2299 [..............................] - ETA: 18:13 - loss: 344.8817 - logits_profile_predictions_loss: 341.4984 - logcount_predictions_loss: 0.5050 64/2299 [..............................] - ETA: 18:13 - loss: 344.9258 - logits_profile_predictions_loss: 341.5436 - logcount_predictions_loss: 0.5048 65/2299 [..............................] - ETA: 18:12 - loss: 344.9664 - logits_profile_predictions_loss: 341.5852 - logcount_predictions_loss: 0.5047 66/2299 [..............................] - ETA: 18:12 - loss: 345.0109 - logits_profile_predictions_loss: 341.6306 - logcount_predictions_loss: 0.5045 67/2299 [..............................] - ETA: 18:11 - loss: 345.0547 - logits_profile_predictions_loss: 341.6754 - logcount_predictions_loss: 0.5044 68/2299 [..............................] - ETA: 18:11 - loss: 345.0969 - logits_profile_predictions_loss: 341.7183 - logcount_predictions_loss: 0.5043 69/2299 [..............................] - ETA: 18:10 - loss: 345.1286 - logits_profile_predictions_loss: 341.7502 - logcount_predictions_loss: 0.5042 70/2299 [..............................] - ETA: 18:10 - loss: 345.1567 - logits_profile_predictions_loss: 341.7783 - logcount_predictions_loss: 0.5042 71/2299 [..............................] - ETA: 18:09 - loss: 345.1716 - logits_profile_predictions_loss: 341.7931 - logcount_predictions_loss: 0.5042 72/2299 [..............................] - ETA: 18:09 - loss: 345.1842 - logits_profile_predictions_loss: 341.8057 - logcount_predictions_loss: 0.5042 73/2299 [..............................] - ETA: 18:08 - loss: 345.1964 - logits_profile_predictions_loss: 341.8177 - logcount_predictions_loss: 0.5043 74/2299 [..............................] - ETA: 18:08 - loss: 345.2137 - logits_profile_predictions_loss: 341.8348 - logcount_predictions_loss: 0.5043 75/2299 [..............................] - ETA: 18:07 - loss: 345.2421 - logits_profile_predictions_loss: 341.8628 - logcount_predictions_loss: 0.5044 76/2299 [..............................] - ETA: 18:07 - loss: 345.2813 - logits_profile_predictions_loss: 341.9013 - logcount_predictions_loss: 0.5045 77/2299 [>.............................] - ETA: 18:06 - loss: 345.3185 - logits_profile_predictions_loss: 341.9377 - logcount_predictions_loss: 0.5046 78/2299 [>.............................] - ETA: 18:06 - loss: 345.3463 - logits_profile_predictions_loss: 341.9647 - logcount_predictions_loss: 0.5047 79/2299 [>.............................] - ETA: 18:05 - loss: 345.3761 - logits_profile_predictions_loss: 341.9939 - logcount_predictions_loss: 0.5048 80/2299 [>.............................] - ETA: 18:05 - loss: 345.4056 - logits_profile_predictions_loss: 342.0229 - logcount_predictions_loss: 0.5049 81/2299 [>.............................] - ETA: 18:04 - loss: 345.4434 - logits_profile_predictions_loss: 342.0598 - logcount_predictions_loss: 0.5050 82/2299 [>.............................] - ETA: 18:04 - loss: 345.4773 - logits_profile_predictions_loss: 342.0931 - logcount_predictions_loss: 0.5051 83/2299 [>.............................] - ETA: 18:03 - loss: 345.5173 - logits_profile_predictions_loss: 342.1324 - logcount_predictions_loss: 0.5052 84/2299 [>.............................] - ETA: 18:03 - loss: 345.5552 - logits_profile_predictions_loss: 342.1698 - logcount_predictions_loss: 0.5053 85/2299 [>.............................] - ETA: 18:02 - loss: 345.5945 - logits_profile_predictions_loss: 342.2085 - logcount_predictions_loss: 0.5054 86/2299 [>.............................] - ETA: 18:02 - loss: 345.6306 - logits_profile_predictions_loss: 342.2442 - logcount_predictions_loss: 0.5054 87/2299 [>.............................] - ETA: 18:01 - loss: 345.6599 - logits_profile_predictions_loss: 342.2729 - logcount_predictions_loss: 0.5055 88/2299 [>.............................] - ETA: 18:01 - loss: 345.6895 - logits_profile_predictions_loss: 342.3020 - logcount_predictions_loss: 0.5056 89/2299 [>.............................] - ETA: 18:00 - loss: 345.7112 - logits_profile_predictions_loss: 342.3233 - logcount_predictions_loss: 0.5056 90/2299 [>.............................] - ETA: 18:00 - loss: 345.7379 - logits_profile_predictions_loss: 342.3497 - logcount_predictions_loss: 0.5057 91/2299 [>.............................] - ETA: 18:00 - loss: 345.7641 - logits_profile_predictions_loss: 342.3757 - logcount_predictions_loss: 0.5057 92/2299 [>.............................] - ETA: 17:59 - loss: 345.7882 - logits_profile_predictions_loss: 342.3995 - logcount_predictions_loss: 0.5058 93/2299 [>.............................] - ETA: 17:59 - loss: 345.8117 - logits_profile_predictions_loss: 342.4226 - logcount_predictions_loss: 0.5058 94/2299 [>.............................] - ETA: 17:58 - loss: 345.8379 - logits_profile_predictions_loss: 342.4484 - logcount_predictions_loss: 0.5059 95/2299 [>.............................] - ETA: 17:58 - loss: 345.8591 - logits_profile_predictions_loss: 342.4692 - logcount_predictions_loss: 0.5059 96/2299 [>.............................] - ETA: 17:57 - loss: 345.8883 - logits_profile_predictions_loss: 342.4980 - logcount_predictions_loss: 0.5060 97/2299 [>.............................] - ETA: 17:57 - loss: 345.9158 - logits_profile_predictions_loss: 342.5251 - logcount_predictions_loss: 0.5061 98/2299 [>.............................] - ETA: 17:56 - loss: 345.9370 - logits_profile_predictions_loss: 342.5460 - logcount_predictions_loss: 0.5061 99/2299 [>.............................] - ETA: 17:56 - loss: 345.9519 - logits_profile_predictions_loss: 342.5606 - logcount_predictions_loss: 0.5062 100/2299 [>.............................] - ETA: 17:55 - loss: 345.9697 - logits_profile_predictions_loss: 342.5781 - logcount_predictions_loss: 0.5062 101/2299 [>.............................] - ETA: 17:55 - loss: 345.9879 - logits_profile_predictions_loss: 342.5962 - logcount_predictions_loss: 0.5062 102/2299 [>.............................] - ETA: 17:54 - loss: 346.0018 - logits_profile_predictions_loss: 342.6098 - logcount_predictions_loss: 0.5063 103/2299 [>.............................] - ETA: 17:54 - loss: 346.0189 - logits_profile_predictions_loss: 342.6265 - logcount_predictions_loss: 0.5063 104/2299 [>.............................] - ETA: 17:53 - loss: 346.0370 - logits_profile_predictions_loss: 342.6443 - logcount_predictions_loss: 0.5064 105/2299 [>.............................] - ETA: 17:53 - loss: 346.0584 - logits_profile_predictions_loss: 342.6655 - logcount_predictions_loss: 0.5064 106/2299 [>.............................] - ETA: 17:52 - loss: 346.0839 - logits_profile_predictions_loss: 342.6908 - logcount_predictions_loss: 0.5064 107/2299 [>.............................] - ETA: 17:52 - loss: 346.1093 - logits_profile_predictions_loss: 342.7161 - logcount_predictions_loss: 0.5065 108/2299 [>.............................] - ETA: 17:51 - loss: 346.1343 - logits_profile_predictions_loss: 342.7409 - logcount_predictions_loss: 0.5065 109/2299 [>.............................] - ETA: 17:51 - loss: 346.1623 - logits_profile_predictions_loss: 342.7690 - logcount_predictions_loss: 0.5065 110/2299 [>.............................] - ETA: 17:50 - loss: 346.1862 - logits_profile_predictions_loss: 342.7929 - logcount_predictions_loss: 0.5065 111/2299 [>.............................] - ETA: 17:50 - loss: 346.2099 - logits_profile_predictions_loss: 342.8166 - logcount_predictions_loss: 0.5065 112/2299 [>.............................] - ETA: 17:49 - loss: 346.2323 - logits_profile_predictions_loss: 342.8390 - logcount_predictions_loss: 0.5065 113/2299 [>.............................] - ETA: 17:49 - loss: 346.2548 - logits_profile_predictions_loss: 342.8615 - logcount_predictions_loss: 0.5065 114/2299 [>.............................] - ETA: 17:48 - loss: 346.2759 - logits_profile_predictions_loss: 342.8827 - logcount_predictions_loss: 0.5064 115/2299 [>.............................] - ETA: 17:48 - loss: 346.2982 - logits_profile_predictions_loss: 342.9050 - logcount_predictions_loss: 0.5064 116/2299 [>.............................] - ETA: 17:47 - loss: 346.3192 - logits_profile_predictions_loss: 342.9261 - logcount_predictions_loss: 0.5064 117/2299 [>.............................] - ETA: 17:47 - loss: 346.3419 - logits_profile_predictions_loss: 342.9487 - logcount_predictions_loss: 0.5064 118/2299 [>.............................] - ETA: 17:46 - loss: 346.3617 - logits_profile_predictions_loss: 342.9686 - logcount_predictions_loss: 0.5064 119/2299 [>.............................] - ETA: 17:46 - loss: 346.3823 - logits_profile_predictions_loss: 342.9891 - logcount_predictions_loss: 0.5065 120/2299 [>.............................] - ETA: 17:45 - loss: 346.3984 - logits_profile_predictions_loss: 343.0051 - logcount_predictions_loss: 0.5065 121/2299 [>.............................] - ETA: 17:45 - loss: 346.4134 - logits_profile_predictions_loss: 343.0202 - logcount_predictions_loss: 0.5065 122/2299 [>.............................] - ETA: 17:44 - loss: 346.4272 - logits_profile_predictions_loss: 343.0338 - logcount_predictions_loss: 0.5065 123/2299 [>.............................] - ETA: 17:44 - loss: 346.4477 - logits_profile_predictions_loss: 343.0542 - logcount_predictions_loss: 0.5065 124/2299 [>.............................] - ETA: 17:43 - loss: 346.4714 - logits_profile_predictions_loss: 343.0777 - logcount_predictions_loss: 0.5065 125/2299 [>.............................] - ETA: 17:43 - loss: 346.4939 - logits_profile_predictions_loss: 343.1001 - logcount_predictions_loss: 0.5065 126/2299 [>.............................] - ETA: 17:42 - loss: 346.5130 - logits_profile_predictions_loss: 343.1190 - logcount_predictions_loss: 0.5066 127/2299 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[===========================>..] - ETA: 44s - loss: 344.5691 - logits_profile_predictions_loss: 341.1871 - logcount_predictions_loss: 0.5048 2209/2299 [===========================>..] - ETA: 44s - loss: 344.5686 - logits_profile_predictions_loss: 341.1866 - logcount_predictions_loss: 0.5048 2210/2299 [===========================>..] - ETA: 43s - loss: 344.5681 - logits_profile_predictions_loss: 341.1862 - logcount_predictions_loss: 0.5048 2211/2299 [===========================>..] - ETA: 43s - loss: 344.5677 - logits_profile_predictions_loss: 341.1857 - logcount_predictions_loss: 0.5048 2212/2299 [===========================>..] - ETA: 42s - loss: 344.5672 - logits_profile_predictions_loss: 341.1852 - logcount_predictions_loss: 0.5048 2213/2299 [===========================>..] - ETA: 42s - loss: 344.5668 - logits_profile_predictions_loss: 341.1848 - logcount_predictions_loss: 0.5048 2214/2299 [===========================>..] - ETA: 41s - loss: 344.5663 - logits_profile_predictions_loss: 341.1844 - logcount_predictions_loss: 0.5048 2215/2299 [===========================>..] - ETA: 41s - loss: 344.5659 - logits_profile_predictions_loss: 341.1839 - logcount_predictions_loss: 0.5048 2216/2299 [===========================>..] - ETA: 40s - loss: 344.5655 - logits_profile_predictions_loss: 341.1835 - logcount_predictions_loss: 0.5048 2217/2299 [===========================>..] - ETA: 40s - loss: 344.5650 - logits_profile_predictions_loss: 341.1831 - logcount_predictions_loss: 0.5048 2218/2299 [===========================>..] - ETA: 39s - loss: 344.5646 - logits_profile_predictions_loss: 341.1827 - logcount_predictions_loss: 0.5048 2219/2299 [===========================>..] - ETA: 39s - loss: 344.5642 - logits_profile_predictions_loss: 341.1822 - logcount_predictions_loss: 0.5048 2220/2299 [===========================>..] - ETA: 38s - loss: 344.5637 - logits_profile_predictions_loss: 341.1818 - logcount_predictions_loss: 0.5048 2221/2299 [===========================>..] - ETA: 38s - loss: 344.5633 - logits_profile_predictions_loss: 341.1814 - logcount_predictions_loss: 0.5048 2222/2299 [===========================>..] - ETA: 37s - loss: 344.5628 - logits_profile_predictions_loss: 341.1809 - logcount_predictions_loss: 0.5048 2223/2299 [============================>.] - ETA: 37s - loss: 344.5624 - logits_profile_predictions_loss: 341.1805 - logcount_predictions_loss: 0.5048 2224/2299 [============================>.] - ETA: 36s - loss: 344.5619 - logits_profile_predictions_loss: 341.1800 - logcount_predictions_loss: 0.5048 2225/2299 [============================>.] - ETA: 36s - loss: 344.5615 - logits_profile_predictions_loss: 341.1796 - logcount_predictions_loss: 0.5048 2226/2299 [============================>.] - ETA: 35s - loss: 344.5610 - logits_profile_predictions_loss: 341.1792 - logcount_predictions_loss: 0.5048 2227/2299 [============================>.] - ETA: 35s - loss: 344.5606 - logits_profile_predictions_loss: 341.1787 - logcount_predictions_loss: 0.5048 2228/2299 [============================>.] - ETA: 34s - loss: 344.5601 - logits_profile_predictions_loss: 341.1783 - logcount_predictions_loss: 0.5048 2229/2299 [============================>.] - ETA: 34s - loss: 344.5597 - logits_profile_predictions_loss: 341.1778 - logcount_predictions_loss: 0.5048 2230/2299 [============================>.] - ETA: 33s - loss: 344.5593 - logits_profile_predictions_loss: 341.1774 - logcount_predictions_loss: 0.5048 2231/2299 [============================>.] - ETA: 33s - loss: 344.5588 - logits_profile_predictions_loss: 341.1769 - logcount_predictions_loss: 0.5048 2232/2299 [============================>.] - ETA: 32s - loss: 344.5584 - logits_profile_predictions_loss: 341.1765 - logcount_predictions_loss: 0.5048 2233/2299 [============================>.] - ETA: 32s - loss: 344.5579 - logits_profile_predictions_loss: 341.1761 - logcount_predictions_loss: 0.5048 2234/2299 [============================>.] - ETA: 31s - loss: 344.5575 - logits_profile_predictions_loss: 341.1757 - logcount_predictions_loss: 0.5048 2235/2299 [============================>.] - ETA: 31s - loss: 344.5571 - logits_profile_predictions_loss: 341.1752 - logcount_predictions_loss: 0.5048 2236/2299 [============================>.] - ETA: 30s - loss: 344.5566 - logits_profile_predictions_loss: 341.1748 - logcount_predictions_loss: 0.5048 2237/2299 [============================>.] - ETA: 30s - loss: 344.5562 - logits_profile_predictions_loss: 341.1744 - logcount_predictions_loss: 0.5048 2238/2299 [============================>.] - ETA: 29s - loss: 344.5558 - logits_profile_predictions_loss: 341.1739 - logcount_predictions_loss: 0.5048 2239/2299 [============================>.] - ETA: 29s - loss: 344.5553 - logits_profile_predictions_loss: 341.1735 - logcount_predictions_loss: 0.5048 2240/2299 [============================>.] - ETA: 28s - loss: 344.5549 - logits_profile_predictions_loss: 341.1731 - logcount_predictions_loss: 0.5048 2241/2299 [============================>.] - ETA: 28s - loss: 344.5544 - logits_profile_predictions_loss: 341.1726 - logcount_predictions_loss: 0.5048 2242/2299 [============================>.] - ETA: 27s - loss: 344.5540 - logits_profile_predictions_loss: 341.1722 - logcount_predictions_loss: 0.5048 2243/2299 [============================>.] - ETA: 27s - loss: 344.5535 - logits_profile_predictions_loss: 341.1717 - logcount_predictions_loss: 0.5048 2244/2299 [============================>.] - ETA: 26s - loss: 344.5531 - logits_profile_predictions_loss: 341.1713 - logcount_predictions_loss: 0.5048 2245/2299 [============================>.] - ETA: 26s - loss: 344.5526 - logits_profile_predictions_loss: 341.1708 - logcount_predictions_loss: 0.5048 2246/2299 [============================>.] - ETA: 25s - loss: 344.5521 - logits_profile_predictions_loss: 341.1703 - logcount_predictions_loss: 0.5048 2247/2299 [============================>.] - ETA: 25s - loss: 344.5516 - logits_profile_predictions_loss: 341.1698 - logcount_predictions_loss: 0.5048 2248/2299 [============================>.] - ETA: 24s - loss: 344.5511 - logits_profile_predictions_loss: 341.1693 - logcount_predictions_loss: 0.5048 2249/2299 [============================>.] - ETA: 24s - loss: 344.5506 - logits_profile_predictions_loss: 341.1688 - logcount_predictions_loss: 0.5048 2250/2299 [============================>.] - ETA: 23s - loss: 344.5501 - logits_profile_predictions_loss: 341.1683 - logcount_predictions_loss: 0.5048 2251/2299 [============================>.] - ETA: 23s - loss: 344.5496 - logits_profile_predictions_loss: 341.1678 - logcount_predictions_loss: 0.5048 2252/2299 [============================>.] - ETA: 22s - loss: 344.5491 - logits_profile_predictions_loss: 341.1673 - logcount_predictions_loss: 0.5048 2253/2299 [============================>.] - ETA: 22s - loss: 344.5486 - logits_profile_predictions_loss: 341.1668 - logcount_predictions_loss: 0.5048 2254/2299 [============================>.] - ETA: 22s - loss: 344.5481 - logits_profile_predictions_loss: 341.1663 - logcount_predictions_loss: 0.5048 2255/2299 [============================>.] - ETA: 21s - loss: 344.5476 - logits_profile_predictions_loss: 341.1659 - logcount_predictions_loss: 0.5048 2256/2299 [============================>.] - ETA: 21s - loss: 344.5471 - logits_profile_predictions_loss: 341.1654 - logcount_predictions_loss: 0.5048 2257/2299 [============================>.] - ETA: 20s - loss: 344.5466 - logits_profile_predictions_loss: 341.1649 - logcount_predictions_loss: 0.5048 2258/2299 [============================>.] - ETA: 20s - loss: 344.5461 - logits_profile_predictions_loss: 341.1644 - logcount_predictions_loss: 0.5048 2259/2299 [============================>.] - ETA: 19s - loss: 344.5456 - logits_profile_predictions_loss: 341.1639 - logcount_predictions_loss: 0.5048 2260/2299 [============================>.] - ETA: 19s - loss: 344.5451 - logits_profile_predictions_loss: 341.1634 - logcount_predictions_loss: 0.5048 2261/2299 [============================>.] - ETA: 18s - loss: 344.5447 - logits_profile_predictions_loss: 341.1629 - logcount_predictions_loss: 0.5048 2262/2299 [============================>.] - ETA: 18s - loss: 344.5442 - logits_profile_predictions_loss: 341.1625 - logcount_predictions_loss: 0.5048 2263/2299 [============================>.] - ETA: 17s - loss: 344.5437 - logits_profile_predictions_loss: 341.1620 - logcount_predictions_loss: 0.5048 2264/2299 [============================>.] - ETA: 17s - loss: 344.5432 - logits_profile_predictions_loss: 341.1615 - logcount_predictions_loss: 0.5048 2265/2299 [============================>.] - ETA: 16s - loss: 344.5427 - logits_profile_predictions_loss: 341.1611 - logcount_predictions_loss: 0.5048 2266/2299 [============================>.] - ETA: 16s - loss: 344.5423 - logits_profile_predictions_loss: 341.1606 - logcount_predictions_loss: 0.5048 2267/2299 [============================>.] - ETA: 15s - loss: 344.5418 - logits_profile_predictions_loss: 341.1601 - logcount_predictions_loss: 0.5048 2268/2299 [============================>.] - ETA: 15s - loss: 344.5413 - logits_profile_predictions_loss: 341.1596 - logcount_predictions_loss: 0.5048 2269/2299 [============================>.] - ETA: 14s - loss: 344.5408 - logits_profile_predictions_loss: 341.1592 - logcount_predictions_loss: 0.5048 2270/2299 [============================>.] - ETA: 14s - loss: 344.5404 - logits_profile_predictions_loss: 341.1587 - logcount_predictions_loss: 0.5048 2271/2299 [============================>.] - ETA: 13s - loss: 344.5399 - logits_profile_predictions_loss: 341.1583 - logcount_predictions_loss: 0.5048 2272/2299 [============================>.] - ETA: 13s - loss: 344.5395 - logits_profile_predictions_loss: 341.1578 - logcount_predictions_loss: 0.5048 2273/2299 [============================>.] - ETA: 12s - loss: 344.5390 - logits_profile_predictions_loss: 341.1574 - logcount_predictions_loss: 0.5048 2274/2299 [============================>.] - ETA: 12s - loss: 344.5386 - logits_profile_predictions_loss: 341.1569 - logcount_predictions_loss: 0.5048 2275/2299 [============================>.] - ETA: 11s - loss: 344.5381 - logits_profile_predictions_loss: 341.1565 - logcount_predictions_loss: 0.5048 2276/2299 [============================>.] - ETA: 11s - loss: 344.5376 - logits_profile_predictions_loss: 341.1560 - logcount_predictions_loss: 0.5048 2277/2299 [============================>.] - ETA: 10s - loss: 344.5372 - logits_profile_predictions_loss: 341.1555 - logcount_predictions_loss: 0.5048 2278/2299 [============================>.] - ETA: 10s - loss: 344.5367 - logits_profile_predictions_loss: 341.1551 - logcount_predictions_loss: 0.5048 2279/2299 [============================>.] - ETA: 9s - loss: 344.5363 - logits_profile_predictions_loss: 341.1546 - logcount_predictions_loss: 0.5048  2280/2299 [============================>.] - ETA: 9s - loss: 344.5358 - logits_profile_predictions_loss: 341.1542 - logcount_predictions_loss: 0.5048 2281/2299 [============================>.] - ETA: 8s - loss: 344.5354 - logits_profile_predictions_loss: 341.1537 - logcount_predictions_loss: 0.5048 2282/2299 [============================>.] - ETA: 8s - loss: 344.5349 - logits_profile_predictions_loss: 341.1533 - logcount_predictions_loss: 0.5047 2283/2299 [============================>.] - ETA: 7s - loss: 344.5345 - logits_profile_predictions_loss: 341.1529 - logcount_predictions_loss: 0.5047 2284/2299 [============================>.] - ETA: 7s - loss: 344.5340 - logits_profile_predictions_loss: 341.1524 - logcount_predictions_loss: 0.5047 2285/2299 [============================>.] - ETA: 6s - loss: 344.5336 - logits_profile_predictions_loss: 341.1520 - logcount_predictions_loss: 0.5047 2286/2299 [============================>.] - ETA: 6s - loss: 344.5332 - logits_profile_predictions_loss: 341.1516 - logcount_predictions_loss: 0.5047 2287/2299 [============================>.] - ETA: 5s - loss: 344.5328 - logits_profile_predictions_loss: 341.1512 - logcount_predictions_loss: 0.5047 2288/2299 [============================>.] - ETA: 5s - loss: 344.5323 - logits_profile_predictions_loss: 341.1507 - logcount_predictions_loss: 0.5047 2289/2299 [============================>.] - ETA: 4s - loss: 344.5319 - logits_profile_predictions_loss: 341.1503 - logcount_predictions_loss: 0.5047 2290/2299 [============================>.] - ETA: 4s - loss: 344.5314 - logits_profile_predictions_loss: 341.1499 - logcount_predictions_loss: 0.5047 2291/2299 [============================>.] - ETA: 3s - loss: 344.5310 - logits_profile_predictions_loss: 341.1494 - logcount_predictions_loss: 0.5047 2292/2299 [============================>.] - ETA: 3s - loss: 344.5306 - logits_profile_predictions_loss: 341.1490 - logcount_predictions_loss: 0.5047 2293/2299 [============================>.] - ETA: 2s - loss: 344.5302 - logits_profile_predictions_loss: 341.1486 - logcount_predictions_loss: 0.5047 2294/2299 [============================>.] - ETA: 2s - loss: 344.5297 - logits_profile_predictions_loss: 341.1482 - logcount_predictions_loss: 0.5047 2295/2299 [============================>.] - ETA: 1s - loss: 344.5293 - logits_profile_predictions_loss: 341.1477 - logcount_predictions_loss: 0.5047 2296/2299 [============================>.] - ETA: 1s - loss: 344.5289 - logits_profile_predictions_loss: 341.1473 - logcount_predictions_loss: 0.5047 2297/2299 [============================>.] - ETA: 0s - loss: 344.5284 - logits_profile_predictions_loss: 341.1469 - logcount_predictions_loss: 0.5047 2298/2299 [============================>.] - ETA: 0s - loss: 344.5280 - logits_profile_predictions_loss: 341.1465 - logcount_predictions_loss: 0.5047 2299/2299 [==============================] - ETA: 0s - loss: 344.5276 - logits_profile_predictions_loss: 341.1460 - logcount_predictions_loss: 0.5047 2299/2299 [==============================] - 1167s 508ms/step - loss: 344.5272 - logits_profile_predictions_loss: 341.1456 - logcount_predictions_loss: 0.5047 - val_loss: 343.6628 - val_logits_profile_predictions_loss: 340.6420 - val_logcount_predictions_loss: 0.4508 Epoch 00009: val_loss did not improve from 343.09375 Epoch 10/50 1/2299 [..............................] - ETA: 19:49 - loss: 459.3975 - logits_profile_predictions_loss: 456.0905 - logcount_predictions_loss: 0.4936 2/2299 [..............................] - ETA: 18:43 - loss: 433.8066 - logits_profile_predictions_loss: 430.6272 - logcount_predictions_loss: 0.4745 3/2299 [..............................] - ETA: 18:42 - loss: 416.8017 - logits_profile_predictions_loss: 413.6858 - logcount_predictions_loss: 0.4650 4/2299 [..............................] - ETA: 18:42 - loss: 403.5450 - logits_profile_predictions_loss: 400.5081 - logcount_predictions_loss: 0.4533 5/2299 [..............................] - ETA: 18:41 - loss: 395.0191 - logits_profile_predictions_loss: 392.0430 - logcount_predictions_loss: 0.4442 6/2299 [..............................] - ETA: 18:40 - loss: 388.9362 - logits_profile_predictions_loss: 385.9905 - logcount_predictions_loss: 0.4397 7/2299 [..............................] - ETA: 18:40 - loss: 384.0568 - logits_profile_predictions_loss: 381.1260 - logcount_predictions_loss: 0.4374 8/2299 [..............................] - ETA: 18:40 - loss: 379.6914 - logits_profile_predictions_loss: 376.7646 - logcount_predictions_loss: 0.4368 9/2299 [..............................] - ETA: 18:39 - loss: 375.2608 - logits_profile_predictions_loss: 372.3303 - logcount_predictions_loss: 0.4374 10/2299 [..............................] - ETA: 18:39 - loss: 371.2685 - logits_profile_predictions_loss: 368.3375 - logcount_predictions_loss: 0.4375 11/2299 [..............................] - ETA: 18:39 - loss: 367.4407 - logits_profile_predictions_loss: 364.5064 - logcount_predictions_loss: 0.4380 12/2299 [..............................] - ETA: 18:38 - loss: 364.3829 - logits_profile_predictions_loss: 361.4466 - logcount_predictions_loss: 0.4383 13/2299 [..............................] - ETA: 18:38 - loss: 361.7709 - logits_profile_predictions_loss: 358.8325 - logcount_predictions_loss: 0.4386 14/2299 [..............................] - ETA: 18:37 - loss: 360.0085 - logits_profile_predictions_loss: 357.0633 - logcount_predictions_loss: 0.4396 15/2299 [..............................] - ETA: 18:37 - loss: 358.4877 - logits_profile_predictions_loss: 355.5368 - logcount_predictions_loss: 0.4404 16/2299 [..............................] - ETA: 18:36 - loss: 356.9889 - logits_profile_predictions_loss: 354.0349 - logcount_predictions_loss: 0.4409 17/2299 [..............................] - ETA: 18:36 - loss: 355.6246 - logits_profile_predictions_loss: 352.6633 - logcount_predictions_loss: 0.4420 18/2299 [..............................] - ETA: 18:35 - loss: 354.4653 - logits_profile_predictions_loss: 351.4933 - logcount_predictions_loss: 0.4436 19/2299 [..............................] - ETA: 18:35 - loss: 353.5546 - logits_profile_predictions_loss: 350.5697 - logcount_predictions_loss: 0.4455 20/2299 [..............................] - ETA: 18:34 - loss: 352.7183 - logits_profile_predictions_loss: 349.7221 - logcount_predictions_loss: 0.4472 21/2299 [..............................] - ETA: 18:34 - loss: 351.9345 - logits_profile_predictions_loss: 348.9304 - logcount_predictions_loss: 0.4484 22/2299 [..............................] - ETA: 18:34 - loss: 351.2225 - logits_profile_predictions_loss: 348.2104 - logcount_predictions_loss: 0.4496 23/2299 [..............................] - ETA: 18:34 - loss: 350.7015 - logits_profile_predictions_loss: 347.6804 - logcount_predictions_loss: 0.4509 24/2299 [..............................] - ETA: 18:33 - loss: 350.1756 - logits_profile_predictions_loss: 347.1461 - logcount_predictions_loss: 0.4522 25/2299 [..............................] - ETA: 18:33 - loss: 349.7612 - logits_profile_predictions_loss: 346.7256 - logcount_predictions_loss: 0.4531 26/2299 [..............................] - ETA: 18:32 - loss: 349.3540 - logits_profile_predictions_loss: 346.3144 - logcount_predictions_loss: 0.4537 27/2299 [..............................] - ETA: 18:32 - loss: 349.0432 - logits_profile_predictions_loss: 346.0008 - logcount_predictions_loss: 0.4541 28/2299 [..............................] - ETA: 18:31 - loss: 348.7813 - logits_profile_predictions_loss: 345.7350 - logcount_predictions_loss: 0.4547 29/2299 [..............................] - ETA: 18:31 - loss: 348.6340 - logits_profile_predictions_loss: 345.5843 - logcount_predictions_loss: 0.4552 30/2299 [..............................] - ETA: 18:30 - loss: 348.4489 - logits_profile_predictions_loss: 345.3969 - logcount_predictions_loss: 0.4555 31/2299 [..............................] - ETA: 18:30 - loss: 348.2766 - logits_profile_predictions_loss: 345.2214 - logcount_predictions_loss: 0.4560 32/2299 [..............................] - ETA: 18:29 - loss: 348.0777 - logits_profile_predictions_loss: 345.0179 - logcount_predictions_loss: 0.4567 33/2299 [..............................] - ETA: 18:29 - loss: 347.9321 - logits_profile_predictions_loss: 344.8667 - logcount_predictions_loss: 0.4575 34/2299 [..............................] - ETA: 18:28 - loss: 347.7974 - logits_profile_predictions_loss: 344.7259 - logcount_predictions_loss: 0.4584 35/2299 [..............................] - ETA: 18:28 - loss: 347.7126 - logits_profile_predictions_loss: 344.6352 - logcount_predictions_loss: 0.4593 36/2299 [..............................] - ETA: 18:27 - loss: 347.6420 - logits_profile_predictions_loss: 344.5594 - logcount_predictions_loss: 0.4601 37/2299 [..............................] - ETA: 18:27 - loss: 347.5678 - logits_profile_predictions_loss: 344.4792 - logcount_predictions_loss: 0.4610 38/2299 [..............................] - ETA: 18:26 - loss: 347.5583 - logits_profile_predictions_loss: 344.4643 - logcount_predictions_loss: 0.4618 39/2299 [..............................] - ETA: 18:26 - loss: 347.5800 - logits_profile_predictions_loss: 344.4811 - logcount_predictions_loss: 0.4625 40/2299 [..............................] - ETA: 18:25 - loss: 347.6200 - logits_profile_predictions_loss: 344.5155 - logcount_predictions_loss: 0.4634 41/2299 [..............................] - ETA: 18:25 - loss: 347.6609 - logits_profile_predictions_loss: 344.5512 - logcount_predictions_loss: 0.4641 42/2299 [..............................] - ETA: 18:24 - loss: 347.7333 - logits_profile_predictions_loss: 344.6186 - logcount_predictions_loss: 0.4649 43/2299 [..............................] - ETA: 18:24 - loss: 347.7741 - logits_profile_predictions_loss: 344.6547 - logcount_predictions_loss: 0.4656 44/2299 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[=>............................] - ETA: 17:01 - loss: 345.6321 - logits_profile_predictions_loss: 342.3576 - logcount_predictions_loss: 0.4887 214/2299 [=>............................] - ETA: 17:00 - loss: 345.6185 - logits_profile_predictions_loss: 342.3438 - logcount_predictions_loss: 0.4888 215/2299 [=>............................] - ETA: 17:00 - loss: 345.6050 - logits_profile_predictions_loss: 342.3301 - logcount_predictions_loss: 0.4888 216/2299 [=>............................] - ETA: 16:59 - loss: 345.5930 - logits_profile_predictions_loss: 342.3178 - logcount_predictions_loss: 0.4888 217/2299 [=>............................] - ETA: 16:59 - loss: 345.5807 - logits_profile_predictions_loss: 342.3053 - logcount_predictions_loss: 0.4889 218/2299 [=>............................] - ETA: 16:58 - loss: 345.5677 - logits_profile_predictions_loss: 342.2921 - logcount_predictions_loss: 0.4889 219/2299 [=>............................] - ETA: 16:58 - loss: 345.5543 - 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[=>............................] - ETA: 16:55 - loss: 345.4470 - logits_profile_predictions_loss: 342.1702 - logcount_predictions_loss: 0.4891 227/2299 [=>............................] - ETA: 16:54 - loss: 345.4316 - logits_profile_predictions_loss: 342.1546 - logcount_predictions_loss: 0.4891 228/2299 [=>............................] - ETA: 16:54 - loss: 345.4155 - logits_profile_predictions_loss: 342.1384 - logcount_predictions_loss: 0.4891 229/2299 [=>............................] - ETA: 16:53 - loss: 345.3998 - logits_profile_predictions_loss: 342.1227 - logcount_predictions_loss: 0.4891 230/2299 [==>...........................] - ETA: 16:53 - loss: 345.3844 - logits_profile_predictions_loss: 342.1071 - logcount_predictions_loss: 0.4892 231/2299 [==>...........................] - ETA: 16:52 - loss: 345.3684 - logits_profile_predictions_loss: 342.0910 - logcount_predictions_loss: 0.4892 232/2299 [==>...........................] - ETA: 16:52 - loss: 345.3534 - 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[==>...........................] - ETA: 16:29 - loss: 344.6619 - logits_profile_predictions_loss: 341.3794 - logcount_predictions_loss: 0.4899 279/2299 [==>...........................] - ETA: 16:29 - loss: 344.6468 - logits_profile_predictions_loss: 341.3642 - logcount_predictions_loss: 0.4900 280/2299 [==>...........................] - ETA: 16:28 - loss: 344.6321 - logits_profile_predictions_loss: 341.3494 - logcount_predictions_loss: 0.4900 281/2299 [==>...........................] - ETA: 16:28 - loss: 344.6164 - logits_profile_predictions_loss: 341.3336 - logcount_predictions_loss: 0.4900 282/2299 [==>...........................] - ETA: 16:27 - loss: 344.6009 - logits_profile_predictions_loss: 341.3181 - logcount_predictions_loss: 0.4900 283/2299 [==>...........................] - ETA: 16:27 - loss: 344.5852 - logits_profile_predictions_loss: 341.3023 - logcount_predictions_loss: 0.4900 284/2299 [==>...........................] - ETA: 16:26 - loss: 344.5705 - 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[==>...........................] - ETA: 16:23 - loss: 344.4865 - logits_profile_predictions_loss: 341.2028 - logcount_predictions_loss: 0.4901 292/2299 [==>...........................] - ETA: 16:22 - loss: 344.4748 - logits_profile_predictions_loss: 341.1910 - logcount_predictions_loss: 0.4901 293/2299 [==>...........................] - ETA: 16:22 - loss: 344.4635 - logits_profile_predictions_loss: 341.1797 - logcount_predictions_loss: 0.4901 294/2299 [==>...........................] - ETA: 16:21 - loss: 344.4521 - logits_profile_predictions_loss: 341.1682 - logcount_predictions_loss: 0.4901 295/2299 [==>...........................] - ETA: 16:21 - loss: 344.4408 - logits_profile_predictions_loss: 341.1568 - logcount_predictions_loss: 0.4902 296/2299 [==>...........................] - ETA: 16:20 - loss: 344.4294 - logits_profile_predictions_loss: 341.1454 - logcount_predictions_loss: 0.4902 297/2299 [==>...........................] - ETA: 16:20 - loss: 344.4179 - 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[==>...........................] - ETA: 16:16 - loss: 344.3343 - logits_profile_predictions_loss: 341.0497 - logcount_predictions_loss: 0.4902 305/2299 [==>...........................] - ETA: 16:16 - loss: 344.3230 - logits_profile_predictions_loss: 341.0383 - logcount_predictions_loss: 0.4903 306/2299 [==>...........................] - ETA: 16:15 - loss: 344.3116 - logits_profile_predictions_loss: 341.0269 - logcount_predictions_loss: 0.4903 307/2299 [===>..........................] - ETA: 16:15 - loss: 344.3007 - logits_profile_predictions_loss: 341.0159 - logcount_predictions_loss: 0.4903 308/2299 [===>..........................] - ETA: 16:14 - loss: 344.2898 - logits_profile_predictions_loss: 341.0049 - logcount_predictions_loss: 0.4903 309/2299 [===>..........................] - ETA: 16:14 - loss: 344.2786 - logits_profile_predictions_loss: 340.9936 - logcount_predictions_loss: 0.4903 310/2299 [===>..........................] - ETA: 16:13 - loss: 344.2678 - 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[============================>.] - ETA: 8s - loss: 341.9696 - logits_profile_predictions_loss: 338.6964 - logcount_predictions_loss: 0.4885 2282/2299 [============================>.] - ETA: 8s - loss: 341.9697 - logits_profile_predictions_loss: 338.6966 - logcount_predictions_loss: 0.4885 2283/2299 [============================>.] - ETA: 7s - loss: 341.9699 - logits_profile_predictions_loss: 338.6968 - logcount_predictions_loss: 0.4885 2284/2299 [============================>.] - ETA: 7s - loss: 341.9701 - logits_profile_predictions_loss: 338.6970 - logcount_predictions_loss: 0.4885 2285/2299 [============================>.] - ETA: 6s - loss: 341.9703 - logits_profile_predictions_loss: 338.6972 - logcount_predictions_loss: 0.4885 2286/2299 [============================>.] - ETA: 6s - loss: 341.9705 - logits_profile_predictions_loss: 338.6974 - logcount_predictions_loss: 0.4885 2287/2299 [============================>.] - ETA: 5s - loss: 341.9707 - logits_profile_predictions_loss: 338.6976 - logcount_predictions_loss: 0.4885 2288/2299 [============================>.] - ETA: 5s - loss: 341.9709 - logits_profile_predictions_loss: 338.6977 - logcount_predictions_loss: 0.4885 2289/2299 [============================>.] - ETA: 4s - loss: 341.9710 - logits_profile_predictions_loss: 338.6979 - logcount_predictions_loss: 0.4885 2290/2299 [============================>.] - ETA: 4s - loss: 341.9712 - logits_profile_predictions_loss: 338.6981 - logcount_predictions_loss: 0.4885 2291/2299 [============================>.] - ETA: 3s - loss: 341.9714 - logits_profile_predictions_loss: 338.6983 - logcount_predictions_loss: 0.4885 2292/2299 [============================>.] - ETA: 3s - loss: 341.9716 - logits_profile_predictions_loss: 338.6985 - logcount_predictions_loss: 0.4885 2293/2299 [============================>.] - ETA: 2s - loss: 341.9718 - logits_profile_predictions_loss: 338.6987 - logcount_predictions_loss: 0.4885 2294/2299 [============================>.] - ETA: 2s - loss: 341.9720 - logits_profile_predictions_loss: 338.6989 - logcount_predictions_loss: 0.4885 2295/2299 [============================>.] - ETA: 1s - loss: 341.9722 - logits_profile_predictions_loss: 338.6990 - logcount_predictions_loss: 0.4885 2296/2299 [============================>.] - ETA: 1s - loss: 341.9723 - logits_profile_predictions_loss: 338.6992 - logcount_predictions_loss: 0.4885 2297/2299 [============================>.] - ETA: 0s - loss: 341.9725 - logits_profile_predictions_loss: 338.6994 - logcount_predictions_loss: 0.4885 2298/2299 [============================>.] - ETA: 0s - loss: 341.9727 - logits_profile_predictions_loss: 338.6996 - logcount_predictions_loss: 0.4885 2299/2299 [==============================] - ETA: 0s - loss: 341.9729 - logits_profile_predictions_loss: 338.6997 - logcount_predictions_loss: 0.4885 2299/2299 [==============================] - 1167s 508ms/step - loss: 341.9730 - logits_profile_predictions_loss: 338.6999 - logcount_predictions_loss: 0.4885 - val_loss: 347.0772 - val_logits_profile_predictions_loss: 344.1128 - val_logcount_predictions_loss: 0.4425 Epoch 00010: val_loss did not improve from 343.09375 Epoch 11/50 1/2299 [..............................] - ETA: 20:11 - loss: 299.3503 - logits_profile_predictions_loss: 296.2291 - logcount_predictions_loss: 0.4659 2/2299 [..............................] - ETA: 18:41 - loss: 319.1137 - logits_profile_predictions_loss: 315.7014 - logcount_predictions_loss: 0.5093 3/2299 [..............................] - ETA: 18:41 - loss: 329.8394 - logits_profile_predictions_loss: 326.3780 - logcount_predictions_loss: 0.5166 4/2299 [..............................] - ETA: 18:41 - loss: 334.6388 - logits_profile_predictions_loss: 331.1309 - logcount_predictions_loss: 0.5236 5/2299 [..............................] - ETA: 18:41 - loss: 339.3164 - logits_profile_predictions_loss: 335.7841 - logcount_predictions_loss: 0.5272 6/2299 [..............................] - ETA: 18:40 - loss: 341.3263 - logits_profile_predictions_loss: 337.8061 - logcount_predictions_loss: 0.5254 7/2299 [..............................] - ETA: 18:40 - loss: 342.4304 - logits_profile_predictions_loss: 338.9318 - logcount_predictions_loss: 0.5222 8/2299 [..............................] - ETA: 18:39 - loss: 343.5870 - logits_profile_predictions_loss: 340.1019 - logcount_predictions_loss: 0.5202 9/2299 [..............................] - ETA: 18:39 - loss: 344.3953 - logits_profile_predictions_loss: 340.9044 - logcount_predictions_loss: 0.5210 10/2299 [..............................] - ETA: 18:39 - loss: 345.0310 - logits_profile_predictions_loss: 341.5206 - logcount_predictions_loss: 0.5239 11/2299 [..............................] - ETA: 18:38 - loss: 345.3081 - logits_profile_predictions_loss: 341.7877 - logcount_predictions_loss: 0.5254 12/2299 [..............................] - ETA: 18:38 - loss: 345.3580 - logits_profile_predictions_loss: 341.8291 - logcount_predictions_loss: 0.5267 13/2299 [..............................] - ETA: 18:38 - loss: 345.0263 - logits_profile_predictions_loss: 341.4861 - logcount_predictions_loss: 0.5284 14/2299 [..............................] - ETA: 18:37 - loss: 344.6032 - logits_profile_predictions_loss: 341.0562 - logcount_predictions_loss: 0.5294 15/2299 [..............................] - ETA: 18:37 - loss: 344.3907 - logits_profile_predictions_loss: 340.8406 - logcount_predictions_loss: 0.5299 16/2299 [..............................] - ETA: 18:36 - loss: 344.1498 - logits_profile_predictions_loss: 340.5947 - logcount_predictions_loss: 0.5306 17/2299 [..............................] - ETA: 18:36 - loss: 343.9212 - logits_profile_predictions_loss: 340.3655 - logcount_predictions_loss: 0.5307 18/2299 [..............................] - ETA: 18:35 - loss: 343.7948 - logits_profile_predictions_loss: 340.2394 - logcount_predictions_loss: 0.5307 19/2299 [..............................] - ETA: 18:35 - loss: 343.5870 - logits_profile_predictions_loss: 340.0321 - logcount_predictions_loss: 0.5306 20/2299 [..............................] - ETA: 18:34 - loss: 343.5316 - logits_profile_predictions_loss: 339.9774 - logcount_predictions_loss: 0.5305 21/2299 [..............................] - ETA: 18:34 - loss: 343.3441 - logits_profile_predictions_loss: 339.7928 - logcount_predictions_loss: 0.5301 22/2299 [..............................] - ETA: 18:33 - loss: 343.1199 - logits_profile_predictions_loss: 339.5739 - logcount_predictions_loss: 0.5292 23/2299 [..............................] - ETA: 18:33 - loss: 342.9373 - logits_profile_predictions_loss: 339.3948 - logcount_predictions_loss: 0.5287 24/2299 [..............................] - ETA: 18:32 - loss: 342.6515 - logits_profile_predictions_loss: 339.1129 - logcount_predictions_loss: 0.5282 25/2299 [..............................] - ETA: 18:32 - loss: 342.3587 - logits_profile_predictions_loss: 338.8209 - logcount_predictions_loss: 0.5280 26/2299 [..............................] - ETA: 18:31 - loss: 342.2634 - logits_profile_predictions_loss: 338.7265 - logcount_predictions_loss: 0.5279 27/2299 [..............................] - ETA: 18:31 - loss: 342.2026 - logits_profile_predictions_loss: 338.6678 - logcount_predictions_loss: 0.5276 28/2299 [..............................] - ETA: 18:30 - loss: 342.0743 - logits_profile_predictions_loss: 338.5418 - logcount_predictions_loss: 0.5272 29/2299 [..............................] - ETA: 18:30 - loss: 341.9800 - logits_profile_predictions_loss: 338.4497 - logcount_predictions_loss: 0.5269 30/2299 [..............................] - ETA: 18:29 - loss: 341.9240 - logits_profile_predictions_loss: 338.3952 - logcount_predictions_loss: 0.5267 31/2299 [..............................] - ETA: 18:29 - loss: 341.8672 - logits_profile_predictions_loss: 338.3404 - logcount_predictions_loss: 0.5264 32/2299 [..............................] - ETA: 18:28 - loss: 341.8046 - logits_profile_predictions_loss: 338.2790 - logcount_predictions_loss: 0.5262 33/2299 [..............................] - ETA: 18:28 - loss: 341.7244 - logits_profile_predictions_loss: 338.1993 - logcount_predictions_loss: 0.5261 34/2299 [..............................] - ETA: 18:27 - loss: 341.6384 - logits_profile_predictions_loss: 338.1151 - logcount_predictions_loss: 0.5259 35/2299 [..............................] - ETA: 18:27 - loss: 341.5084 - logits_profile_predictions_loss: 337.9884 - logcount_predictions_loss: 0.5254 36/2299 [..............................] - ETA: 18:26 - loss: 341.3574 - logits_profile_predictions_loss: 337.8417 - logcount_predictions_loss: 0.5247 37/2299 [..............................] - ETA: 18:26 - loss: 341.2075 - logits_profile_predictions_loss: 337.6957 - logcount_predictions_loss: 0.5242 38/2299 [..............................] - ETA: 18:25 - loss: 341.0460 - logits_profile_predictions_loss: 337.5387 - logcount_predictions_loss: 0.5235 39/2299 [..............................] - ETA: 18:25 - loss: 340.9013 - logits_profile_predictions_loss: 337.3986 - logcount_predictions_loss: 0.5228 40/2299 [..............................] - ETA: 18:25 - loss: 340.7670 - logits_profile_predictions_loss: 337.2682 - logcount_predictions_loss: 0.5222 41/2299 [..............................] - ETA: 18:24 - loss: 340.6235 - logits_profile_predictions_loss: 337.1288 - logcount_predictions_loss: 0.5216 42/2299 [..............................] - ETA: 18:24 - loss: 340.4757 - logits_profile_predictions_loss: 336.9846 - logcount_predictions_loss: 0.5211 43/2299 [..............................] - ETA: 18:23 - loss: 340.3763 - logits_profile_predictions_loss: 336.8891 - logcount_predictions_loss: 0.5205 44/2299 [..............................] - ETA: 18:23 - loss: 340.2807 - logits_profile_predictions_loss: 336.7972 - logcount_predictions_loss: 0.5199 45/2299 [..............................] - ETA: 18:22 - loss: 340.2218 - logits_profile_predictions_loss: 336.7416 - logcount_predictions_loss: 0.5194 46/2299 [..............................] - ETA: 18:22 - loss: 340.1432 - logits_profile_predictions_loss: 336.6664 - logcount_predictions_loss: 0.5189 47/2299 [..............................] - ETA: 18:21 - loss: 340.1015 - logits_profile_predictions_loss: 336.6284 - logcount_predictions_loss: 0.5184 48/2299 [..............................] - ETA: 18:21 - loss: 340.0679 - logits_profile_predictions_loss: 336.5978 - logcount_predictions_loss: 0.5179 49/2299 [..............................] - ETA: 18:20 - loss: 340.0249 - logits_profile_predictions_loss: 336.5579 - logcount_predictions_loss: 0.5175 50/2299 [..............................] - ETA: 18:20 - loss: 339.9934 - logits_profile_predictions_loss: 336.5294 - logcount_predictions_loss: 0.5170 51/2299 [..............................] - ETA: 18:19 - loss: 339.9890 - logits_profile_predictions_loss: 336.5280 - logcount_predictions_loss: 0.5166 52/2299 [..............................] - ETA: 18:19 - loss: 339.9896 - logits_profile_predictions_loss: 336.5319 - logcount_predictions_loss: 0.5161 53/2299 [..............................] - ETA: 18:18 - loss: 339.9859 - logits_profile_predictions_loss: 336.5316 - logcount_predictions_loss: 0.5156 54/2299 [..............................] - ETA: 18:18 - loss: 339.9712 - logits_profile_predictions_loss: 336.5203 - logcount_predictions_loss: 0.5151 55/2299 [..............................] - ETA: 18:17 - loss: 339.9442 - logits_profile_predictions_loss: 336.4965 - logcount_predictions_loss: 0.5146 56/2299 [..............................] - ETA: 18:17 - loss: 339.8972 - logits_profile_predictions_loss: 336.4532 - logcount_predictions_loss: 0.5140 57/2299 [..............................] - ETA: 18:16 - loss: 339.8578 - logits_profile_predictions_loss: 336.4173 - logcount_predictions_loss: 0.5135 58/2299 [..............................] - ETA: 18:16 - loss: 339.8119 - logits_profile_predictions_loss: 336.3751 - logcount_predictions_loss: 0.5130 59/2299 [..............................] - ETA: 18:15 - loss: 339.7577 - logits_profile_predictions_loss: 336.3249 - logcount_predictions_loss: 0.5124 60/2299 [..............................] - ETA: 18:15 - loss: 339.7021 - logits_profile_predictions_loss: 336.2729 - logcount_predictions_loss: 0.5118 61/2299 [..............................] - ETA: 18:14 - loss: 339.6565 - logits_profile_predictions_loss: 336.2307 - logcount_predictions_loss: 0.5113 62/2299 [..............................] - ETA: 18:14 - loss: 339.6130 - logits_profile_predictions_loss: 336.1905 - logcount_predictions_loss: 0.5108 63/2299 [..............................] - ETA: 18:13 - loss: 339.5814 - logits_profile_predictions_loss: 336.1621 - logcount_predictions_loss: 0.5103 64/2299 [..............................] - ETA: 18:13 - loss: 339.5637 - logits_profile_predictions_loss: 336.1474 - logcount_predictions_loss: 0.5099 65/2299 [..............................] - ETA: 18:12 - loss: 339.5413 - logits_profile_predictions_loss: 336.1283 - logcount_predictions_loss: 0.5094 66/2299 [..............................] - ETA: 18:12 - loss: 339.5309 - logits_profile_predictions_loss: 336.1211 - logcount_predictions_loss: 0.5089 67/2299 [..............................] - ETA: 18:11 - loss: 339.5234 - logits_profile_predictions_loss: 336.1166 - logcount_predictions_loss: 0.5085 68/2299 [..............................] - ETA: 18:11 - loss: 339.5138 - logits_profile_predictions_loss: 336.1100 - logcount_predictions_loss: 0.5080 69/2299 [..............................] - ETA: 18:10 - loss: 339.5008 - logits_profile_predictions_loss: 336.0998 - logcount_predictions_loss: 0.5076 70/2299 [..............................] - ETA: 18:10 - loss: 339.4800 - logits_profile_predictions_loss: 336.0819 - logcount_predictions_loss: 0.5072 71/2299 [..............................] - ETA: 18:09 - loss: 339.4557 - logits_profile_predictions_loss: 336.0601 - logcount_predictions_loss: 0.5068 72/2299 [..............................] - ETA: 18:09 - loss: 339.4363 - logits_profile_predictions_loss: 336.0431 - logcount_predictions_loss: 0.5065 73/2299 [..............................] - ETA: 18:09 - loss: 339.4099 - logits_profile_predictions_loss: 336.0188 - logcount_predictions_loss: 0.5061 74/2299 [..............................] - ETA: 18:08 - loss: 339.3754 - logits_profile_predictions_loss: 335.9865 - logcount_predictions_loss: 0.5058 75/2299 [..............................] - ETA: 18:08 - loss: 339.3320 - logits_profile_predictions_loss: 335.9454 - logcount_predictions_loss: 0.5055 76/2299 [..............................] - ETA: 18:07 - loss: 339.2961 - logits_profile_predictions_loss: 335.9120 - logcount_predictions_loss: 0.5051 77/2299 [>.............................] - ETA: 18:07 - loss: 339.2606 - logits_profile_predictions_loss: 335.8789 - logcount_predictions_loss: 0.5047 78/2299 [>.............................] - ETA: 18:06 - loss: 339.2263 - logits_profile_predictions_loss: 335.8470 - logcount_predictions_loss: 0.5044 79/2299 [>.............................] - ETA: 18:06 - loss: 339.1929 - logits_profile_predictions_loss: 335.8160 - logcount_predictions_loss: 0.5040 80/2299 [>.............................] - ETA: 18:05 - loss: 339.1554 - logits_profile_predictions_loss: 335.7809 - logcount_predictions_loss: 0.5037 81/2299 [>.............................] - ETA: 18:05 - loss: 339.1179 - logits_profile_predictions_loss: 335.7457 - logcount_predictions_loss: 0.5033 82/2299 [>.............................] - ETA: 18:04 - loss: 339.0823 - logits_profile_predictions_loss: 335.7125 - logcount_predictions_loss: 0.5030 83/2299 [>.............................] - ETA: 18:04 - loss: 339.0568 - logits_profile_predictions_loss: 335.6892 - logcount_predictions_loss: 0.5026 84/2299 [>.............................] - ETA: 18:03 - loss: 339.0320 - logits_profile_predictions_loss: 335.6666 - logcount_predictions_loss: 0.5023 85/2299 [>.............................] - ETA: 18:03 - loss: 339.0105 - logits_profile_predictions_loss: 335.6472 - logcount_predictions_loss: 0.5020 86/2299 [>.............................] - ETA: 18:02 - loss: 338.9976 - logits_profile_predictions_loss: 335.6363 - logcount_predictions_loss: 0.5017 87/2299 [>.............................] - ETA: 18:02 - loss: 338.9842 - logits_profile_predictions_loss: 335.6250 - logcount_predictions_loss: 0.5014 88/2299 [>.............................] - ETA: 18:01 - loss: 338.9733 - logits_profile_predictions_loss: 335.6164 - logcount_predictions_loss: 0.5010 89/2299 [>.............................] - ETA: 18:01 - loss: 338.9542 - logits_profile_predictions_loss: 335.5996 - logcount_predictions_loss: 0.5007 90/2299 [>.............................] - ETA: 18:00 - loss: 338.9391 - logits_profile_predictions_loss: 335.5865 - logcount_predictions_loss: 0.5004 91/2299 [>.............................] - ETA: 18:00 - loss: 338.9185 - logits_profile_predictions_loss: 335.5680 - logcount_predictions_loss: 0.5001 92/2299 [>.............................] - ETA: 17:59 - loss: 338.9060 - logits_profile_predictions_loss: 335.5574 - logcount_predictions_loss: 0.4998 93/2299 [>.............................] - ETA: 17:59 - loss: 338.8903 - logits_profile_predictions_loss: 335.5436 - logcount_predictions_loss: 0.4995 94/2299 [>.............................] - ETA: 17:58 - loss: 338.8729 - logits_profile_predictions_loss: 335.5282 - logcount_predictions_loss: 0.4992 95/2299 [>.............................] - ETA: 17:58 - loss: 338.8492 - logits_profile_predictions_loss: 335.5065 - logcount_predictions_loss: 0.4989 96/2299 [>.............................] - ETA: 17:57 - loss: 338.8287 - logits_profile_predictions_loss: 335.4881 - logcount_predictions_loss: 0.4986 97/2299 [>.............................] - ETA: 17:57 - loss: 338.8203 - logits_profile_predictions_loss: 335.4817 - logcount_predictions_loss: 0.4983 98/2299 [>.............................] - ETA: 17:56 - loss: 338.8129 - logits_profile_predictions_loss: 335.4763 - logcount_predictions_loss: 0.4980 99/2299 [>.............................] - ETA: 17:56 - loss: 338.8076 - logits_profile_predictions_loss: 335.4731 - logcount_predictions_loss: 0.4977 100/2299 [>.............................] - ETA: 17:55 - loss: 338.7932 - logits_profile_predictions_loss: 335.4608 - logcount_predictions_loss: 0.4974 101/2299 [>.............................] - ETA: 17:55 - loss: 338.7771 - logits_profile_predictions_loss: 335.4468 - logcount_predictions_loss: 0.4971 102/2299 [>.............................] - ETA: 17:54 - loss: 338.7539 - logits_profile_predictions_loss: 335.4256 - logcount_predictions_loss: 0.4968 103/2299 [>.............................] - ETA: 17:54 - loss: 338.7300 - logits_profile_predictions_loss: 335.4038 - logcount_predictions_loss: 0.4965 104/2299 [>.............................] - ETA: 17:54 - loss: 338.7090 - logits_profile_predictions_loss: 335.3846 - logcount_predictions_loss: 0.4962 105/2299 [>.............................] - ETA: 17:53 - loss: 338.6850 - logits_profile_predictions_loss: 335.3623 - logcount_predictions_loss: 0.4959 106/2299 [>.............................] - ETA: 17:53 - loss: 338.6576 - logits_profile_predictions_loss: 335.3367 - logcount_predictions_loss: 0.4957 107/2299 [>.............................] - ETA: 17:52 - loss: 338.6284 - logits_profile_predictions_loss: 335.3092 - logcount_predictions_loss: 0.4954 108/2299 [>.............................] - ETA: 17:52 - loss: 338.5982 - logits_profile_predictions_loss: 335.2808 - logcount_predictions_loss: 0.4951 109/2299 [>.............................] - ETA: 17:51 - loss: 338.5723 - logits_profile_predictions_loss: 335.2567 - logcount_predictions_loss: 0.4949 110/2299 [>.............................] - ETA: 17:51 - loss: 338.5480 - logits_profile_predictions_loss: 335.2340 - logcount_predictions_loss: 0.4946 111/2299 [>.............................] - ETA: 17:50 - loss: 338.5278 - logits_profile_predictions_loss: 335.2155 - logcount_predictions_loss: 0.4944 112/2299 [>.............................] - ETA: 17:50 - loss: 338.5075 - logits_profile_predictions_loss: 335.1969 - logcount_predictions_loss: 0.4941 113/2299 [>.............................] - ETA: 17:49 - loss: 338.4885 - logits_profile_predictions_loss: 335.1796 - logcount_predictions_loss: 0.4939 114/2299 [>.............................] - ETA: 17:49 - loss: 338.4707 - logits_profile_predictions_loss: 335.1635 - logcount_predictions_loss: 0.4936 115/2299 [>.............................] - ETA: 17:48 - loss: 338.4500 - logits_profile_predictions_loss: 335.1445 - logcount_predictions_loss: 0.4934 116/2299 [>.............................] - ETA: 17:48 - loss: 338.4275 - logits_profile_predictions_loss: 335.1238 - logcount_predictions_loss: 0.4931 117/2299 [>.............................] - ETA: 17:47 - loss: 338.4121 - logits_profile_predictions_loss: 335.1102 - logcount_predictions_loss: 0.4928 118/2299 [>.............................] - ETA: 17:47 - loss: 338.4011 - logits_profile_predictions_loss: 335.1009 - logcount_predictions_loss: 0.4926 119/2299 [>.............................] - ETA: 17:46 - loss: 338.3910 - logits_profile_predictions_loss: 335.0926 - logcount_predictions_loss: 0.4923 120/2299 [>.............................] - ETA: 17:46 - loss: 338.3793 - logits_profile_predictions_loss: 335.0826 - logcount_predictions_loss: 0.4920 121/2299 [>.............................] - ETA: 17:45 - loss: 338.3662 - logits_profile_predictions_loss: 335.0713 - logcount_predictions_loss: 0.4918 122/2299 [>.............................] - ETA: 17:45 - loss: 338.3514 - logits_profile_predictions_loss: 335.0581 - logcount_predictions_loss: 0.4915 123/2299 [>.............................] - ETA: 17:45 - loss: 338.3348 - 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logits_profile_predictions_loss: 334.0463 - logcount_predictions_loss: 0.4713 280/2299 [==>...........................] - ETA: 16:28 - loss: 337.2012 - logits_profile_predictions_loss: 334.0436 - logcount_predictions_loss: 0.4713 281/2299 [==>...........................] - ETA: 16:27 - loss: 337.1983 - logits_profile_predictions_loss: 334.0411 - logcount_predictions_loss: 0.4712 282/2299 [==>...........................] - ETA: 16:27 - loss: 337.1960 - logits_profile_predictions_loss: 334.0392 - logcount_predictions_loss: 0.4712 283/2299 [==>...........................] - ETA: 16:26 - loss: 337.1944 - logits_profile_predictions_loss: 334.0379 - logcount_predictions_loss: 0.4711 284/2299 [==>...........................] - ETA: 16:26 - loss: 337.1933 - logits_profile_predictions_loss: 334.0372 - logcount_predictions_loss: 0.4711 285/2299 [==>...........................] - ETA: 16:25 - loss: 337.1920 - logits_profile_predictions_loss: 334.0363 - logcount_predictions_loss: 0.4710 286/2299 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logits_profile_predictions_loss: 334.0386 - logcount_predictions_loss: 0.4706 293/2299 [==>...........................] - ETA: 16:22 - loss: 337.1918 - logits_profile_predictions_loss: 334.0390 - logcount_predictions_loss: 0.4706 294/2299 [==>...........................] - ETA: 16:21 - loss: 337.1925 - logits_profile_predictions_loss: 334.0400 - logcount_predictions_loss: 0.4705 295/2299 [==>...........................] - ETA: 16:21 - loss: 337.1936 - logits_profile_predictions_loss: 334.0415 - logcount_predictions_loss: 0.4705 296/2299 [==>...........................] - ETA: 16:20 - loss: 337.1955 - logits_profile_predictions_loss: 334.0437 - logcount_predictions_loss: 0.4704 297/2299 [==>...........................] - ETA: 16:20 - loss: 337.1979 - logits_profile_predictions_loss: 334.0464 - logcount_predictions_loss: 0.4704 298/2299 [==>...........................] - ETA: 16:19 - loss: 337.2001 - logits_profile_predictions_loss: 334.0490 - logcount_predictions_loss: 0.4703 299/2299 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logits_profile_predictions_loss: 334.1042 - logcount_predictions_loss: 0.4694 319/2299 [===>..........................] - ETA: 16:09 - loss: 337.2505 - logits_profile_predictions_loss: 334.1060 - logcount_predictions_loss: 0.4693 320/2299 [===>..........................] - ETA: 16:08 - loss: 337.2518 - logits_profile_predictions_loss: 334.1077 - logcount_predictions_loss: 0.4693 321/2299 [===>..........................] - ETA: 16:08 - loss: 337.2529 - logits_profile_predictions_loss: 334.1091 - logcount_predictions_loss: 0.4692 322/2299 [===>..........................] - ETA: 16:07 - loss: 337.2541 - logits_profile_predictions_loss: 334.1106 - logcount_predictions_loss: 0.4692 323/2299 [===>..........................] - ETA: 16:07 - loss: 337.2554 - logits_profile_predictions_loss: 334.1122 - logcount_predictions_loss: 0.4691 324/2299 [===>..........................] - ETA: 16:06 - loss: 337.2568 - logits_profile_predictions_loss: 334.1139 - logcount_predictions_loss: 0.4691 325/2299 [===>..........................] - ETA: 16:06 - loss: 337.2577 - logits_profile_predictions_loss: 334.1151 - logcount_predictions_loss: 0.4690 326/2299 [===>..........................] - ETA: 16:05 - loss: 337.2581 - logits_profile_predictions_loss: 334.1159 - logcount_predictions_loss: 0.4690 327/2299 [===>..........................] - ETA: 16:05 - loss: 337.2587 - logits_profile_predictions_loss: 334.1167 - logcount_predictions_loss: 0.4689 328/2299 [===>..........................] - ETA: 16:04 - loss: 337.2592 - logits_profile_predictions_loss: 334.1175 - logcount_predictions_loss: 0.4689 329/2299 [===>..........................] - ETA: 16:04 - loss: 337.2596 - logits_profile_predictions_loss: 334.1183 - logcount_predictions_loss: 0.4689 330/2299 [===>..........................] - ETA: 16:03 - loss: 337.2599 - logits_profile_predictions_loss: 334.1188 - logcount_predictions_loss: 0.4688 331/2299 [===>..........................] - ETA: 16:03 - loss: 337.2604 - 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logits_profile_predictions_loss: 334.1431 - logcount_predictions_loss: 0.4677 358/2299 [===>..........................] - ETA: 15:50 - loss: 337.2767 - logits_profile_predictions_loss: 334.1435 - logcount_predictions_loss: 0.4676 359/2299 [===>..........................] - ETA: 15:49 - loss: 337.2767 - logits_profile_predictions_loss: 334.1437 - logcount_predictions_loss: 0.4676 360/2299 [===>..........................] - ETA: 15:49 - loss: 337.2767 - logits_profile_predictions_loss: 334.1439 - logcount_predictions_loss: 0.4676 361/2299 [===>..........................] - ETA: 15:48 - loss: 337.2767 - logits_profile_predictions_loss: 334.1443 - logcount_predictions_loss: 0.4675 362/2299 [===>..........................] - ETA: 15:48 - loss: 337.2776 - logits_profile_predictions_loss: 334.1454 - logcount_predictions_loss: 0.4675 363/2299 [===>..........................] - ETA: 15:47 - loss: 337.2786 - logits_profile_predictions_loss: 334.1467 - logcount_predictions_loss: 0.4675 364/2299 [===>..........................] - ETA: 15:47 - loss: 337.2797 - logits_profile_predictions_loss: 334.1480 - logcount_predictions_loss: 0.4674 365/2299 [===>..........................] - ETA: 15:46 - loss: 337.2810 - logits_profile_predictions_loss: 334.1495 - logcount_predictions_loss: 0.4674 366/2299 [===>..........................] - ETA: 15:46 - loss: 337.2826 - logits_profile_predictions_loss: 334.1513 - logcount_predictions_loss: 0.4673 367/2299 [===>..........................] - ETA: 15:45 - loss: 337.2837 - logits_profile_predictions_loss: 334.1527 - logcount_predictions_loss: 0.4673 368/2299 [===>..........................] - ETA: 15:45 - loss: 337.2854 - logits_profile_predictions_loss: 334.1546 - logcount_predictions_loss: 0.4673 369/2299 [===>..........................] - ETA: 15:44 - loss: 337.2871 - logits_profile_predictions_loss: 334.1566 - logcount_predictions_loss: 0.4672 370/2299 [===>..........................] - ETA: 15:44 - loss: 337.2888 - logits_profile_predictions_loss: 334.1585 - logcount_predictions_loss: 0.4672 371/2299 [===>..........................] - ETA: 15:43 - loss: 337.2909 - logits_profile_predictions_loss: 334.1608 - logcount_predictions_loss: 0.4672 372/2299 [===>..........................] - ETA: 15:43 - loss: 337.2928 - logits_profile_predictions_loss: 334.1629 - logcount_predictions_loss: 0.4671 373/2299 [===>..........................] - ETA: 15:42 - loss: 337.2955 - logits_profile_predictions_loss: 334.1658 - logcount_predictions_loss: 0.4671 374/2299 [===>..........................] - ETA: 15:42 - loss: 337.2980 - logits_profile_predictions_loss: 334.1686 - logcount_predictions_loss: 0.4671 375/2299 [===>..........................] - ETA: 15:41 - loss: 337.3002 - logits_profile_predictions_loss: 334.1710 - logcount_predictions_loss: 0.4670 376/2299 [===>..........................] - ETA: 15:41 - loss: 337.3024 - logits_profile_predictions_loss: 334.1734 - logcount_predictions_loss: 0.4670 377/2299 [===>..........................] - ETA: 15:40 - loss: 337.3045 - logits_profile_predictions_loss: 334.1757 - logcount_predictions_loss: 0.4670 378/2299 [===>..........................] - ETA: 15:40 - loss: 337.3062 - logits_profile_predictions_loss: 334.1777 - logcount_predictions_loss: 0.4669 379/2299 [===>..........................] - ETA: 15:39 - loss: 337.3079 - logits_profile_predictions_loss: 334.1796 - logcount_predictions_loss: 0.4669 380/2299 [===>..........................] - ETA: 15:39 - loss: 337.3099 - logits_profile_predictions_loss: 334.1818 - logcount_predictions_loss: 0.4669 381/2299 [===>..........................] - ETA: 15:39 - loss: 337.3116 - logits_profile_predictions_loss: 334.1836 - logcount_predictions_loss: 0.4669 382/2299 [===>..........................] - ETA: 15:38 - loss: 337.3132 - logits_profile_predictions_loss: 334.1854 - logcount_predictions_loss: 0.4668 383/2299 [===>..........................] - ETA: 15:38 - loss: 337.3153 - logits_profile_predictions_loss: 334.1877 - logcount_predictions_loss: 0.4668 384/2299 [====>.........................] - ETA: 15:37 - loss: 337.3177 - logits_profile_predictions_loss: 334.1903 - logcount_predictions_loss: 0.4668 385/2299 [====>.........................] - ETA: 15:37 - loss: 337.3201 - logits_profile_predictions_loss: 334.1929 - logcount_predictions_loss: 0.4667 386/2299 [====>.........................] - ETA: 15:36 - loss: 337.3221 - logits_profile_predictions_loss: 334.1952 - logcount_predictions_loss: 0.4667 387/2299 [====>.........................] - ETA: 15:36 - loss: 337.3244 - logits_profile_predictions_loss: 334.1977 - logcount_predictions_loss: 0.4667 388/2299 [====>.........................] - ETA: 15:35 - loss: 337.3266 - logits_profile_predictions_loss: 334.2001 - logcount_predictions_loss: 0.4666 389/2299 [====>.........................] - ETA: 15:35 - loss: 337.3291 - logits_profile_predictions_loss: 334.2027 - logcount_predictions_loss: 0.4666 390/2299 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[===========================>..] - ETA: 49s - loss: 337.9830 - logits_profile_predictions_loss: 334.9960 - logcount_predictions_loss: 0.4458 2199/2299 [===========================>..] - ETA: 48s - loss: 337.9829 - logits_profile_predictions_loss: 334.9959 - logcount_predictions_loss: 0.4458 2200/2299 [===========================>..] - ETA: 48s - loss: 337.9828 - logits_profile_predictions_loss: 334.9958 - logcount_predictions_loss: 0.4458 2201/2299 [===========================>..] - ETA: 47s - loss: 337.9826 - logits_profile_predictions_loss: 334.9957 - logcount_predictions_loss: 0.4458 2202/2299 [===========================>..] - ETA: 47s - loss: 337.9825 - logits_profile_predictions_loss: 334.9956 - logcount_predictions_loss: 0.4458 2203/2299 [===========================>..] - ETA: 46s - loss: 337.9824 - logits_profile_predictions_loss: 334.9955 - logcount_predictions_loss: 0.4458 2204/2299 [===========================>..] - ETA: 46s - loss: 337.9823 - 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[===========================>..] - ETA: 43s - loss: 337.9816 - logits_profile_predictions_loss: 334.9948 - logcount_predictions_loss: 0.4458 2212/2299 [===========================>..] - ETA: 42s - loss: 337.9815 - logits_profile_predictions_loss: 334.9947 - logcount_predictions_loss: 0.4458 2213/2299 [===========================>..] - ETA: 42s - loss: 337.9814 - logits_profile_predictions_loss: 334.9947 - logcount_predictions_loss: 0.4458 2214/2299 [===========================>..] - ETA: 41s - loss: 337.9813 - logits_profile_predictions_loss: 334.9946 - logcount_predictions_loss: 0.4458 2215/2299 [===========================>..] - ETA: 41s - loss: 337.9812 - logits_profile_predictions_loss: 334.9945 - logcount_predictions_loss: 0.4458 2216/2299 [===========================>..] - ETA: 40s - loss: 337.9811 - logits_profile_predictions_loss: 334.9944 - logcount_predictions_loss: 0.4458 2217/2299 [===========================>..] - ETA: 40s - loss: 337.9810 - 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[============================>.] - ETA: 36s - loss: 337.9802 - logits_profile_predictions_loss: 334.9938 - logcount_predictions_loss: 0.4457 2225/2299 [============================>.] - ETA: 36s - loss: 337.9801 - logits_profile_predictions_loss: 334.9937 - logcount_predictions_loss: 0.4457 2226/2299 [============================>.] - ETA: 35s - loss: 337.9800 - logits_profile_predictions_loss: 334.9936 - logcount_predictions_loss: 0.4457 2227/2299 [============================>.] - ETA: 35s - loss: 337.9799 - logits_profile_predictions_loss: 334.9935 - logcount_predictions_loss: 0.4457 2228/2299 [============================>.] - ETA: 34s - loss: 337.9798 - logits_profile_predictions_loss: 334.9934 - logcount_predictions_loss: 0.4457 2229/2299 [============================>.] - ETA: 34s - loss: 337.9796 - logits_profile_predictions_loss: 334.9933 - logcount_predictions_loss: 0.4457 2230/2299 [============================>.] - ETA: 33s - loss: 337.9795 - 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[============================>.] - ETA: 30s - loss: 337.9787 - logits_profile_predictions_loss: 334.9925 - logcount_predictions_loss: 0.4457 2238/2299 [============================>.] - ETA: 29s - loss: 337.9786 - logits_profile_predictions_loss: 334.9924 - logcount_predictions_loss: 0.4457 2239/2299 [============================>.] - ETA: 29s - loss: 337.9784 - logits_profile_predictions_loss: 334.9923 - logcount_predictions_loss: 0.4457 2240/2299 [============================>.] - ETA: 28s - loss: 337.9783 - logits_profile_predictions_loss: 334.9922 - logcount_predictions_loss: 0.4457 2241/2299 [============================>.] - ETA: 28s - loss: 337.9782 - logits_profile_predictions_loss: 334.9921 - logcount_predictions_loss: 0.4457 2242/2299 [============================>.] - ETA: 27s - loss: 337.9780 - logits_profile_predictions_loss: 334.9920 - logcount_predictions_loss: 0.4457 2243/2299 [============================>.] - ETA: 27s - loss: 337.9779 - 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[============================>.] - ETA: 23s - loss: 337.9770 - logits_profile_predictions_loss: 334.9911 - logcount_predictions_loss: 0.4456 2251/2299 [============================>.] - ETA: 23s - loss: 337.9769 - logits_profile_predictions_loss: 334.9910 - logcount_predictions_loss: 0.4456 2252/2299 [============================>.] - ETA: 22s - loss: 337.9767 - logits_profile_predictions_loss: 334.9909 - logcount_predictions_loss: 0.4456 2253/2299 [============================>.] - ETA: 22s - loss: 337.9766 - logits_profile_predictions_loss: 334.9908 - logcount_predictions_loss: 0.4456 2254/2299 [============================>.] - ETA: 22s - loss: 337.9765 - logits_profile_predictions_loss: 334.9906 - logcount_predictions_loss: 0.4456 2255/2299 [============================>.] - ETA: 21s - loss: 337.9764 - logits_profile_predictions_loss: 334.9905 - logcount_predictions_loss: 0.4456 2256/2299 [============================>.] - ETA: 21s - loss: 337.9762 - logits_profile_predictions_loss: 334.9905 - logcount_predictions_loss: 0.4456 2257/2299 [============================>.] - ETA: 20s - loss: 337.9761 - logits_profile_predictions_loss: 334.9904 - logcount_predictions_loss: 0.4456 2258/2299 [============================>.] - ETA: 20s - loss: 337.9760 - logits_profile_predictions_loss: 334.9903 - logcount_predictions_loss: 0.4456 2259/2299 [============================>.] - ETA: 19s - loss: 337.9759 - logits_profile_predictions_loss: 334.9902 - logcount_predictions_loss: 0.4456 2260/2299 [============================>.] - ETA: 19s - loss: 337.9758 - logits_profile_predictions_loss: 334.9901 - logcount_predictions_loss: 0.4456 2261/2299 [============================>.] - ETA: 18s - loss: 337.9757 - logits_profile_predictions_loss: 334.9900 - logcount_predictions_loss: 0.4456 2262/2299 [============================>.] - ETA: 18s - loss: 337.9756 - logits_profile_predictions_loss: 334.9900 - logcount_predictions_loss: 0.4456 2263/2299 [============================>.] - ETA: 17s - loss: 337.9755 - logits_profile_predictions_loss: 334.9899 - logcount_predictions_loss: 0.4456 2264/2299 [============================>.] - ETA: 17s - loss: 337.9754 - logits_profile_predictions_loss: 334.9898 - logcount_predictions_loss: 0.4456 2265/2299 [============================>.] - ETA: 16s - loss: 337.9753 - logits_profile_predictions_loss: 334.9897 - logcount_predictions_loss: 0.4456 2266/2299 [============================>.] - ETA: 16s - loss: 337.9751 - logits_profile_predictions_loss: 334.9895 - logcount_predictions_loss: 0.4456 2267/2299 [============================>.] - ETA: 15s - loss: 337.9750 - logits_profile_predictions_loss: 334.9894 - logcount_predictions_loss: 0.4456 2268/2299 [============================>.] - ETA: 15s - loss: 337.9749 - logits_profile_predictions_loss: 334.9893 - logcount_predictions_loss: 0.4456 2269/2299 [============================>.] - ETA: 14s - loss: 337.9747 - 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[============================>.] - ETA: 11s - loss: 337.9737 - logits_profile_predictions_loss: 334.9883 - logcount_predictions_loss: 0.4456 2277/2299 [============================>.] - ETA: 10s - loss: 337.9735 - logits_profile_predictions_loss: 334.9881 - logcount_predictions_loss: 0.4456 2278/2299 [============================>.] - ETA: 10s - loss: 337.9733 - logits_profile_predictions_loss: 334.9880 - logcount_predictions_loss: 0.4456 2279/2299 [============================>.] - ETA: 9s - loss: 337.9732 - logits_profile_predictions_loss: 334.9878 - logcount_predictions_loss: 0.4456  2280/2299 [============================>.] - ETA: 9s - loss: 337.9730 - logits_profile_predictions_loss: 334.9877 - logcount_predictions_loss: 0.4455 2281/2299 [============================>.] - ETA: 8s - loss: 337.9728 - logits_profile_predictions_loss: 334.9875 - logcount_predictions_loss: 0.4455 2282/2299 [============================>.] - ETA: 8s - loss: 337.9726 - logits_profile_predictions_loss: 334.9874 - logcount_predictions_loss: 0.4455 2283/2299 [============================>.] - ETA: 7s - loss: 337.9725 - logits_profile_predictions_loss: 334.9872 - logcount_predictions_loss: 0.4455 2284/2299 [============================>.] - ETA: 7s - loss: 337.9723 - logits_profile_predictions_loss: 334.9871 - logcount_predictions_loss: 0.4455 2285/2299 [============================>.] - ETA: 6s - loss: 337.9721 - logits_profile_predictions_loss: 334.9869 - logcount_predictions_loss: 0.4455 2286/2299 [============================>.] - ETA: 6s - loss: 337.9719 - logits_profile_predictions_loss: 334.9868 - logcount_predictions_loss: 0.4455 2287/2299 [============================>.] - ETA: 5s - loss: 337.9718 - logits_profile_predictions_loss: 334.9866 - logcount_predictions_loss: 0.4455 2288/2299 [============================>.] - ETA: 5s - loss: 337.9716 - logits_profile_predictions_loss: 334.9865 - logcount_predictions_loss: 0.4455 2289/2299 [============================>.] - ETA: 4s - loss: 337.9715 - logits_profile_predictions_loss: 334.9863 - logcount_predictions_loss: 0.4455 2290/2299 [============================>.] - ETA: 4s - loss: 337.9713 - logits_profile_predictions_loss: 334.9862 - logcount_predictions_loss: 0.4455 2291/2299 [============================>.] - ETA: 3s - loss: 337.9711 - logits_profile_predictions_loss: 334.9860 - logcount_predictions_loss: 0.4455 2292/2299 [============================>.] - ETA: 3s - loss: 337.9709 - logits_profile_predictions_loss: 334.9859 - logcount_predictions_loss: 0.4455 2293/2299 [============================>.] - ETA: 2s - loss: 337.9708 - logits_profile_predictions_loss: 334.9857 - logcount_predictions_loss: 0.4455 2294/2299 [============================>.] - ETA: 2s - loss: 337.9706 - logits_profile_predictions_loss: 334.9856 - logcount_predictions_loss: 0.4455 2295/2299 [============================>.] - ETA: 1s - loss: 337.9704 - logits_profile_predictions_loss: 334.9854 - logcount_predictions_loss: 0.4455 2296/2299 [============================>.] - ETA: 1s - loss: 337.9702 - logits_profile_predictions_loss: 334.9852 - logcount_predictions_loss: 0.4455 2297/2299 [============================>.] - ETA: 0s - loss: 337.9700 - logits_profile_predictions_loss: 334.9851 - logcount_predictions_loss: 0.4455 2298/2299 [============================>.] - ETA: 0s - loss: 337.9698 - logits_profile_predictions_loss: 334.9849 - logcount_predictions_loss: 0.4455 2299/2299 [==============================] - ETA: 0s - loss: 337.9696 - logits_profile_predictions_loss: 334.9847 - logcount_predictions_loss: 0.4455 2299/2299 [==============================] - 1167s 508ms/step - loss: 337.9694 - logits_profile_predictions_loss: 334.9845 - logcount_predictions_loss: 0.4455 - val_loss: 343.2321 - val_logits_profile_predictions_loss: 340.3008 - val_logcount_predictions_loss: 0.4375 Epoch 00011: val_loss did not improve from 343.09375 Epoch 12/50 1/2299 [..............................] - ETA: 20:17 - loss: 368.7816 - logits_profile_predictions_loss: 366.2667 - logcount_predictions_loss: 0.3754 2/2299 [..............................] - ETA: 18:43 - loss: 363.2157 - logits_profile_predictions_loss: 360.7009 - logcount_predictions_loss: 0.3753 3/2299 [..............................] - ETA: 18:42 - loss: 357.1649 - logits_profile_predictions_loss: 354.7361 - logcount_predictions_loss: 0.3625 4/2299 [..............................] - ETA: 18:41 - loss: 353.5509 - logits_profile_predictions_loss: 351.1273 - logcount_predictions_loss: 0.3617 5/2299 [..............................] - ETA: 18:41 - loss: 353.3212 - logits_profile_predictions_loss: 350.8870 - logcount_predictions_loss: 0.3633 6/2299 [..............................] - ETA: 18:40 - loss: 352.4745 - logits_profile_predictions_loss: 350.0294 - logcount_predictions_loss: 0.3649 7/2299 [..............................] - ETA: 18:40 - loss: 351.6471 - logits_profile_predictions_loss: 349.1598 - logcount_predictions_loss: 0.3713 8/2299 [..............................] - ETA: 18:39 - loss: 350.1313 - logits_profile_predictions_loss: 347.6163 - logcount_predictions_loss: 0.3754 9/2299 [..............................] - ETA: 18:39 - loss: 348.0267 - logits_profile_predictions_loss: 345.4864 - logcount_predictions_loss: 0.3792 10/2299 [..............................] - ETA: 18:38 - loss: 346.2685 - logits_profile_predictions_loss: 343.7047 - logcount_predictions_loss: 0.3827 11/2299 [..............................] - ETA: 18:38 - loss: 345.1906 - logits_profile_predictions_loss: 342.5909 - logcount_predictions_loss: 0.3880 12/2299 [..............................] - ETA: 18:37 - loss: 344.2796 - logits_profile_predictions_loss: 341.6577 - logcount_predictions_loss: 0.3913 13/2299 [..............................] - ETA: 18:37 - loss: 343.4439 - logits_profile_predictions_loss: 340.8048 - logcount_predictions_loss: 0.3939 14/2299 [..............................] - ETA: 18:37 - loss: 342.8173 - logits_profile_predictions_loss: 340.1655 - logcount_predictions_loss: 0.3958 15/2299 [..............................] - ETA: 18:36 - loss: 342.4012 - logits_profile_predictions_loss: 339.7381 - logcount_predictions_loss: 0.3975 16/2299 [..............................] - ETA: 18:35 - loss: 341.8516 - logits_profile_predictions_loss: 339.1819 - logcount_predictions_loss: 0.3985 17/2299 [..............................] - ETA: 18:35 - loss: 341.4398 - logits_profile_predictions_loss: 338.7662 - logcount_predictions_loss: 0.3990 18/2299 [..............................] - ETA: 18:34 - loss: 341.0880 - logits_profile_predictions_loss: 338.4110 - logcount_predictions_loss: 0.3996 19/2299 [..............................] - ETA: 18:34 - loss: 340.7637 - logits_profile_predictions_loss: 338.0859 - logcount_predictions_loss: 0.3997 20/2299 [..............................] - ETA: 18:34 - loss: 340.6212 - logits_profile_predictions_loss: 337.9412 - logcount_predictions_loss: 0.4000 21/2299 [..............................] - ETA: 18:33 - loss: 340.3868 - logits_profile_predictions_loss: 337.7020 - logcount_predictions_loss: 0.4007 22/2299 [..............................] - ETA: 18:32 - loss: 340.1456 - logits_profile_predictions_loss: 337.4564 - logcount_predictions_loss: 0.4014 23/2299 [..............................] - ETA: 18:32 - loss: 339.8354 - logits_profile_predictions_loss: 337.1424 - logcount_predictions_loss: 0.4019 24/2299 [..............................] - ETA: 18:31 - loss: 339.6873 - logits_profile_predictions_loss: 336.9889 - logcount_predictions_loss: 0.4028 25/2299 [..............................] - ETA: 18:31 - loss: 339.6884 - logits_profile_predictions_loss: 336.9834 - logcount_predictions_loss: 0.4037 26/2299 [..............................] - ETA: 18:30 - loss: 339.6825 - logits_profile_predictions_loss: 336.9718 - logcount_predictions_loss: 0.4046 27/2299 [..............................] - ETA: 18:30 - loss: 339.6490 - logits_profile_predictions_loss: 336.9348 - logcount_predictions_loss: 0.4051 28/2299 [..............................] - ETA: 18:29 - loss: 339.5884 - logits_profile_predictions_loss: 336.8705 - logcount_predictions_loss: 0.4057 29/2299 [..............................] - ETA: 18:29 - loss: 339.4847 - logits_profile_predictions_loss: 336.7634 - logcount_predictions_loss: 0.4062 30/2299 [..............................] - ETA: 18:29 - loss: 339.3765 - logits_profile_predictions_loss: 336.6524 - logcount_predictions_loss: 0.4066 31/2299 [..............................] - ETA: 18:28 - loss: 339.2828 - logits_profile_predictions_loss: 336.5567 - logcount_predictions_loss: 0.4069 32/2299 [..............................] - ETA: 18:28 - loss: 339.2169 - logits_profile_predictions_loss: 336.4883 - logcount_predictions_loss: 0.4073 33/2299 [..............................] - ETA: 18:27 - loss: 339.1358 - logits_profile_predictions_loss: 336.4058 - logcount_predictions_loss: 0.4075 34/2299 [..............................] - ETA: 18:27 - loss: 339.0148 - logits_profile_predictions_loss: 336.2843 - logcount_predictions_loss: 0.4075 35/2299 [..............................] - ETA: 18:26 - loss: 338.8776 - logits_profile_predictions_loss: 336.1469 - logcount_predictions_loss: 0.4076 36/2299 [..............................] - ETA: 18:26 - loss: 338.7800 - logits_profile_predictions_loss: 336.0492 - logcount_predictions_loss: 0.4076 37/2299 [..............................] - ETA: 18:25 - loss: 338.6984 - logits_profile_predictions_loss: 335.9659 - logcount_predictions_loss: 0.4078 38/2299 [..............................] - ETA: 18:25 - loss: 338.6162 - logits_profile_predictions_loss: 335.8821 - logcount_predictions_loss: 0.4081 39/2299 [..............................] - ETA: 18:24 - loss: 338.5315 - logits_profile_predictions_loss: 335.7956 - logcount_predictions_loss: 0.4083 40/2299 [..............................] - ETA: 18:24 - loss: 338.4557 - 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[==>...........................] - ETA: 16:20 - loss: 333.4766 - logits_profile_predictions_loss: 330.6919 - logcount_predictions_loss: 0.4156 295/2299 [==>...........................] - ETA: 16:20 - loss: 333.4764 - logits_profile_predictions_loss: 330.6917 - logcount_predictions_loss: 0.4156 296/2299 [==>...........................] - ETA: 16:19 - loss: 333.4758 - logits_profile_predictions_loss: 330.6911 - logcount_predictions_loss: 0.4156 297/2299 [==>...........................] - ETA: 16:19 - loss: 333.4754 - logits_profile_predictions_loss: 330.6908 - logcount_predictions_loss: 0.4156 298/2299 [==>...........................] - ETA: 16:18 - loss: 333.4748 - logits_profile_predictions_loss: 330.6902 - logcount_predictions_loss: 0.4156 299/2299 [==>...........................] - ETA: 16:18 - loss: 333.4741 - logits_profile_predictions_loss: 330.6895 - logcount_predictions_loss: 0.4156 300/2299 [==>...........................] - ETA: 16:17 - loss: 333.4734 - 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[===>..........................] - ETA: 16:14 - loss: 333.4694 - logits_profile_predictions_loss: 330.6851 - logcount_predictions_loss: 0.4156 308/2299 [===>..........................] - ETA: 16:14 - loss: 333.4690 - logits_profile_predictions_loss: 330.6846 - logcount_predictions_loss: 0.4156 309/2299 [===>..........................] - ETA: 16:13 - loss: 333.4694 - logits_profile_predictions_loss: 330.6850 - logcount_predictions_loss: 0.4156 310/2299 [===>..........................] - ETA: 16:13 - loss: 333.4697 - logits_profile_predictions_loss: 330.6853 - logcount_predictions_loss: 0.4156 311/2299 [===>..........................] - ETA: 16:12 - loss: 333.4702 - logits_profile_predictions_loss: 330.6859 - logcount_predictions_loss: 0.4156 312/2299 [===>..........................] - ETA: 16:12 - loss: 333.4705 - logits_profile_predictions_loss: 330.6862 - logcount_predictions_loss: 0.4156 313/2299 [===>..........................] - ETA: 16:11 - loss: 333.4708 - 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[====>.........................] - ETA: 15:17 - loss: 333.6880 - logits_profile_predictions_loss: 330.9026 - logcount_predictions_loss: 0.4157 425/2299 [====>.........................] - ETA: 15:16 - loss: 333.6893 - logits_profile_predictions_loss: 330.9038 - logcount_predictions_loss: 0.4157 426/2299 [====>.........................] - ETA: 15:16 - loss: 333.6908 - logits_profile_predictions_loss: 330.9053 - logcount_predictions_loss: 0.4157 427/2299 [====>.........................] - ETA: 15:15 - loss: 333.6922 - logits_profile_predictions_loss: 330.9067 - logcount_predictions_loss: 0.4157 428/2299 [====>.........................] - ETA: 15:15 - loss: 333.6934 - logits_profile_predictions_loss: 330.9078 - logcount_predictions_loss: 0.4157 429/2299 [====>.........................] - ETA: 15:15 - loss: 333.6945 - logits_profile_predictions_loss: 330.9089 - logcount_predictions_loss: 0.4158 430/2299 [====>.........................] - ETA: 15:14 - loss: 333.6955 - 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[====>.........................] - ETA: 15:11 - loss: 333.7060 - logits_profile_predictions_loss: 330.9203 - logcount_predictions_loss: 0.4158 438/2299 [====>.........................] - ETA: 15:10 - loss: 333.7074 - logits_profile_predictions_loss: 330.9217 - logcount_predictions_loss: 0.4158 439/2299 [====>.........................] - ETA: 15:10 - loss: 333.7089 - logits_profile_predictions_loss: 330.9231 - logcount_predictions_loss: 0.4158 440/2299 [====>.........................] - ETA: 15:09 - loss: 333.7102 - logits_profile_predictions_loss: 330.9244 - logcount_predictions_loss: 0.4158 441/2299 [====>.........................] - ETA: 15:09 - loss: 333.7114 - logits_profile_predictions_loss: 330.9256 - logcount_predictions_loss: 0.4158 442/2299 [====>.........................] - ETA: 15:08 - loss: 333.7125 - logits_profile_predictions_loss: 330.9267 - logcount_predictions_loss: 0.4158 443/2299 [====>.........................] - ETA: 15:08 - loss: 333.7136 - 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[============================>.] - ETA: 13s - loss: 334.0544 - logits_profile_predictions_loss: 331.2495 - logcount_predictions_loss: 0.4187 2272/2299 [============================>.] - ETA: 13s - loss: 334.0547 - logits_profile_predictions_loss: 331.2498 - logcount_predictions_loss: 0.4187 2273/2299 [============================>.] - ETA: 12s - loss: 334.0550 - logits_profile_predictions_loss: 331.2502 - logcount_predictions_loss: 0.4187 2274/2299 [============================>.] - ETA: 12s - loss: 334.0554 - logits_profile_predictions_loss: 331.2505 - logcount_predictions_loss: 0.4187 2275/2299 [============================>.] - ETA: 11s - loss: 334.0557 - logits_profile_predictions_loss: 331.2508 - logcount_predictions_loss: 0.4187 2276/2299 [============================>.] - ETA: 11s - loss: 334.0560 - logits_profile_predictions_loss: 331.2511 - logcount_predictions_loss: 0.4187 2277/2299 [============================>.] - ETA: 10s - loss: 334.0563 - logits_profile_predictions_loss: 331.2515 - logcount_predictions_loss: 0.4187 2278/2299 [============================>.] - ETA: 10s - loss: 334.0567 - logits_profile_predictions_loss: 331.2518 - logcount_predictions_loss: 0.4187 2279/2299 [============================>.] - ETA: 9s - loss: 334.0570 - logits_profile_predictions_loss: 331.2521 - logcount_predictions_loss: 0.4187  2280/2299 [============================>.] - ETA: 9s - loss: 334.0574 - logits_profile_predictions_loss: 331.2525 - logcount_predictions_loss: 0.4187 2281/2299 [============================>.] - ETA: 8s - loss: 334.0577 - logits_profile_predictions_loss: 331.2528 - logcount_predictions_loss: 0.4187 2282/2299 [============================>.] - ETA: 8s - loss: 334.0580 - logits_profile_predictions_loss: 331.2531 - logcount_predictions_loss: 0.4187 2283/2299 [============================>.] - ETA: 7s - loss: 334.0583 - logits_profile_predictions_loss: 331.2535 - logcount_predictions_loss: 0.4187 2284/2299 [============================>.] - ETA: 7s - loss: 334.0586 - logits_profile_predictions_loss: 331.2538 - logcount_predictions_loss: 0.4187 2285/2299 [============================>.] - ETA: 6s - loss: 334.0590 - logits_profile_predictions_loss: 331.2541 - logcount_predictions_loss: 0.4187 2286/2299 [============================>.] - ETA: 6s - loss: 334.0593 - logits_profile_predictions_loss: 331.2544 - logcount_predictions_loss: 0.4187 2287/2299 [============================>.] - ETA: 5s - loss: 334.0596 - logits_profile_predictions_loss: 331.2547 - logcount_predictions_loss: 0.4187 2288/2299 [============================>.] - ETA: 5s - loss: 334.0599 - logits_profile_predictions_loss: 331.2550 - logcount_predictions_loss: 0.4187 2289/2299 [============================>.] - ETA: 4s - loss: 334.0602 - logits_profile_predictions_loss: 331.2553 - logcount_predictions_loss: 0.4187 2290/2299 [============================>.] - ETA: 4s - loss: 334.0606 - logits_profile_predictions_loss: 331.2557 - logcount_predictions_loss: 0.4187 2291/2299 [============================>.] - ETA: 3s - loss: 334.0609 - logits_profile_predictions_loss: 331.2560 - logcount_predictions_loss: 0.4187 2292/2299 [============================>.] - ETA: 3s - loss: 334.0613 - logits_profile_predictions_loss: 331.2564 - logcount_predictions_loss: 0.4187 2293/2299 [============================>.] - ETA: 2s - loss: 334.0616 - logits_profile_predictions_loss: 331.2567 - logcount_predictions_loss: 0.4187 2294/2299 [============================>.] - ETA: 2s - loss: 334.0620 - logits_profile_predictions_loss: 331.2571 - logcount_predictions_loss: 0.4187 2295/2299 [============================>.] - ETA: 1s - loss: 334.0624 - logits_profile_predictions_loss: 331.2575 - logcount_predictions_loss: 0.4187 2296/2299 [============================>.] - ETA: 1s - loss: 334.0628 - logits_profile_predictions_loss: 331.2579 - logcount_predictions_loss: 0.4187 2297/2299 [============================>.] - ETA: 0s - loss: 334.0632 - logits_profile_predictions_loss: 331.2582 - logcount_predictions_loss: 0.4187 2298/2299 [============================>.] - ETA: 0s - loss: 334.0635 - logits_profile_predictions_loss: 331.2586 - logcount_predictions_loss: 0.4187 2299/2299 [==============================] - ETA: 0s - loss: 334.0639 - logits_profile_predictions_loss: 331.2590 - logcount_predictions_loss: 0.4187 2299/2299 [==============================] - 1166s 507ms/step - loss: 334.0643 - logits_profile_predictions_loss: 331.2594 - logcount_predictions_loss: 0.4187 - val_loss: 344.4295 - val_logits_profile_predictions_loss: 341.5235 - val_logcount_predictions_loss: 0.4337 Epoch 00012: val_loss did not improve from 343.09375 Restoring model weights from the end of the best epoch. Epoch 00012: early stopping save model save model without bias 2022-03-15_21-06-20: 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/DNASE/ENCSR164PQJ//preprocessing/bigWigs/ENCSR164PQJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//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/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(40412, 10) loading nonpeaks... got split:test for bed regions:(40412, 10) 0/316 100/316 200/316 300/316 2022-03-15_21-13-59: 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/DNASE/ENCSR164PQJ//preprocessing/bigWigs/ENCSR164PQJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//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/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(40412, 10) loading nonpeaks... got split:test for bed regions:(40412, 10) 0/316 100/316 200/316 300/316 2022-03-15_21-20-59: 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/DNASE/ENCSR164PQJ//preprocessing/bigWigs/ENCSR164PQJ.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//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/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(40412, 10) loading nonpeaks... got split:test for bed regions:(40412, 10) 0/316 100/316 200/316 300/316 2022-03-15_21-24-40: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//footprints 2022-03-15_21-24-40: 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/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//footprints/corrected \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 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: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 5:45 3/40 [=>............................] - ETA: 24s  4/40 [==>...........................] - ETA: 31s 5/40 [==>...........................] - ETA: 34s 6/40 [===>..........................] - ETA: 35s 7/40 [====>.........................] - ETA: 35s 8/40 [=====>........................] - ETA: 35s 9/40 [=====>........................] - ETA: 35s 10/40 [======>.......................] - ETA: 34s 11/40 [=======>......................] - ETA: 33s 12/40 [========>.....................] - ETA: 33s 13/40 [========>.....................] - ETA: 32s 14/40 [=========>....................] - ETA: 31s 15/40 [==========>...................] - ETA: 30s 16/40 [===========>..................] - ETA: 29s 17/40 [===========>..................] - ETA: 28s 18/40 [============>.................] - ETA: 26s 19/40 [=============>................] - ETA: 25s 20/40 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[==============================] - ETA: 0s 40/40 [==============================] - 59s 1s/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 49s 3/40 [=>............................] - ETA: 48s 4/40 [==>...........................] - ETA: 46s 5/40 [==>...........................] - ETA: 45s 6/40 [===>..........................] - ETA: 44s 7/40 [====>.........................] - ETA: 42s 8/40 [=====>........................] - ETA: 41s 9/40 [=====>........................] - ETA: 40s 10/40 [======>.......................] - ETA: 38s 11/40 [=======>......................] - ETA: 37s 12/40 [========>.....................] - ETA: 36s 13/40 [========>.....................] - ETA: 35s 14/40 [=========>....................] - ETA: 33s 15/40 [==========>...................] - ETA: 32s 16/40 [===========>..................] - ETA: 31s 17/40 [===========>..................] - ETA: 29s 18/40 [============>.................] - ETA: 28s 19/40 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[============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 51s 1s/step inserting motif: dnase_2 TGTACTTACGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 49s 3/40 [=>............................] - ETA: 48s 4/40 [==>...........................] - ETA: 46s 5/40 [==>...........................] - ETA: 45s 6/40 [===>..........................] - ETA: 44s 7/40 [====>.........................] - ETA: 42s 8/40 [=====>........................] - ETA: 41s 9/40 [=====>........................] - ETA: 40s 10/40 [======>.......................] - ETA: 38s 11/40 [=======>......................] - ETA: 37s 12/40 [========>.....................] - ETA: 36s 13/40 [========>.....................] - ETA: 35s 14/40 [=========>....................] - ETA: 33s 15/40 [==========>...................] - ETA: 32s 16/40 [===========>..................] - ETA: 31s 17/40 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[==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 51s 1s/step 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 49s 3/40 [=>............................] - ETA: 48s 4/40 [==>...........................] - ETA: 46s 5/40 [==>...........................] - ETA: 45s 6/40 [===>..........................] - ETA: 44s 7/40 [====>.........................] - ETA: 42s 8/40 [=====>........................] - ETA: 41s 9/40 [=====>........................] - ETA: 40s 10/40 [======>.......................] - ETA: 38s 11/40 [=======>......................] - ETA: 37s 12/40 [========>.....................] - ETA: 36s 13/40 [========>.....................] - ETA: 35s 14/40 [=========>....................] - ETA: 33s 15/40 [==========>...................] - ETA: 32s 16/40 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[==========================>...] - ETA: 5s 37/40 [==========================>...] - ETA: 3s 38/40 [===========================>..] - ETA: 2s 39/40 [============================>.] - ETA: 1s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 51s 1s/step Saving marginal footprints 2022-03-15_21-28-47: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//footprints 2022-03-15_21-28-47: 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/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR164PQJ//chrombpnet_model_encsr880cub_bias//footprints/bias \ -pwm_f src/evaluation/marginal_footprints/motif_to_pwm.tsv \ -mo dnase_1,dnase_2 MOTIF_NAME MOTIF_PWM_FWD 0 tn5_1 GCACAGTACAGAGCTG 1 tn5_2 GTGCACAGTTCTAGAGTGTGCAG 2 tn5_3 CCTCTACACTGTGCAGAA 3 tn5_4 GCACAGTTCTAGACTGTGCAG 4 tn5_5 CTGCACAGTGTAGAGTTGTGC 5 dnase_1 TTTACAAGTCCA 6 dnase_2 TGTACTTACGAA 7 NRF1 GCGCATGCGC 8 AP1 CGATATGACTCATCCC 9 CTCF TTGGCCACTAGGGGGCGCTAT 10 ETS CCGAAAGCGGAAGTGAGAC 11 SP1 AAGGGGGCGGGGCCTAA 12 RUNX CCCTAACCACAGCCC 13 NFKB GCAAGGGAAATTCCCCAGG 14 GATA+TAL GGCTGGGGGGGGCAGATAAGGCC 15 TAL GGCTGGG 16 NFYB CCAGCCAATCAGAGC 17 GABPA GAAACCGGAAGTGGCC 18 BACH1+MAFK AACTGCTGAGTCATCCCG 19 NRF1 CCCCGCGCATGCGCAGTGC 20 HNF4G CCGTTGGACTTTGGACCCTG got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 __________________________________________________________________________________________________ inferred model inputlen: 2114 inferred model outputlen: 1000 inserting motif: dnase_1 TTTACAAGTCCA 1/40 [..............................] - ETA: 2:04 3/40 [=>............................] - ETA: 2s  4/40 [==>...........................] - ETA: 2s 5/40 [==>...........................] - ETA: 2s 6/40 [===>..........................] - ETA: 2s 7/40 [====>.........................] - ETA: 2s 8/40 [=====>........................] - ETA: 2s 9/40 [=====>........................] - ETA: 2s 10/40 [======>.......................] - ETA: 2s 11/40 [=======>......................] - ETA: 2s 12/40 [========>.....................] - ETA: 2s 13/40 [========>.....................] - ETA: 2s 14/40 [=========>....................] - ETA: 2s 15/40 [==========>...................] - ETA: 2s 16/40 [===========>..................] - ETA: 2s 17/40 [===========>..................] - ETA: 2s 18/40 [============>.................] - ETA: 2s 19/40 [=============>................] - ETA: 2s 20/40 [==============>...............] - ETA: 1s 21/40 [==============>...............] - ETA: 1s 22/40 [===============>..............] - ETA: 1s 23/40 [================>.............] - ETA: 1s 24/40 [=================>............] - ETA: 1s 25/40 [=================>............] - ETA: 1s 26/40 [==================>...........] - ETA: 1s 27/40 [===================>..........] - ETA: 1s 28/40 [====================>.........] - ETA: 1s 29/40 [====================>.........] - ETA: 1s 30/40 [=====================>........] - ETA: 0s 31/40 [======================>.......] - ETA: 0s 32/40 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[======================>.......] - ETA: 0s 32/40 [=======================>......] - ETA: 0s 33/40 [=======================>......] - ETA: 0s 34/40 [========================>.....] - ETA: 0s 35/40 [=========================>....] - ETA: 0s 36/40 [==========================>...] - ETA: 0s 37/40 [==========================>...] - ETA: 0s 38/40 [===========================>..] - ETA: 0s 39/40 [============================>.] - ETA: 0s 40/40 [==============================] - ETA: 0s 40/40 [==============================] - 4s 103ms/step inserting motif: dnase_2 TGTACTTACGAA 1/40 [..............................] - ETA: 0s 2/40 [>.............................] - ETA: 3s 3/40 [=>............................] - ETA: 3s 4/40 [==>...........................] - ETA: 3s 5/40 [==>...........................] - ETA: 3s 6/40 [===>..........................] - ETA: 3s 7/40 [====>.........................] - ETA: 3s 8/40 [=====>........................] - ETA: 3s 9/40 [=====>........................] - 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