DNase-seq DNASE_SE /scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json Wed Jan 18 06:42:30 2023 +-----------------------------------------------------------------------------+ | NVIDIA-SMI 525.60.13 Driver Version: 525.60.13 CUDA Version: 12.0 | |-------------------------------+----------------------+----------------------+ | GPU Name Persistence-M| Bus-Id Disp.A | Volatile Uncorr. ECC | | Fan Temp Perf Pwr:Usage/Cap| Memory-Usage | GPU-Util Compute M. | | | | MIG M. | |===============================+======================+======================| | 0 NVIDIA A100-SXM... On | 00000000:C3:00.0 Off | 0 | | N/A 41C P0 67W / 400W | 0MiB / 81920MiB | 0% E. Process | | | | Disabled | +-------------------------------+----------------------+----------------------+ +-----------------------------------------------------------------------------+ | Processes: | | GPU GI CI PID Type Process name GPU Memory | | ID ID Usage | |=============================================================================| | No running processes found | +-----------------------------------------------------------------------------+ No logfile supplied - creating one 2023-01-18_06-42-37: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/helpers/hyperparameters/find_chrombpnet_hyperparams.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/bigWigs/ENCSR814KRX.bigWig \ --peaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/downloads/peaks.bed.gz \ --nonpeaks=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//negatives_data/negatives_with_summit.bed \ --outlier_threshold=0.99 \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --negative_sampling_ratio=0.1 \ --inputlen=2114 \ --outputlen=1000 \ --max_jitter=500 \ --filters=512 \ --n_dilation_layers=8 \ --bias_model_path=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/HEPG2_DNASE_PE/fold_1/bias.h5 \ --output_dir=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1/ evaluating hyperparameters on the following chromosomes ['chr1', 'chr3', 'chr4', 'chr5', 'chr6', 'chr7', 'chr10', 'chr11', 'chr13', 'chr14', 'chr15', 'chr18', 'chr19', 'chr20', 'chr21', 'chr22', 'chrX', 'chrY', 'chr12', 'chr17'] Number of peaks input: 160583 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 160583 Number of peaks input: 39417 Number of peaks filtered because the input/output is on the edge: 0 Number of peaks being used: 39417 Number of non peaks input: 158999 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 158999 Number of non peaks input: 41000 Number of non peaks filtered because the input/output is on the edge: 0 Number of non peaks being used: 41000 Number of peaks after removing outliers: 158816 Number of nonpeaks after removing outliers: 141163 got the model Model: "model" __________________________________________________________________________________________________ Layer (type) Output Shape Param # Connected to ================================================================================================== sequence (InputLayer) [(None, 2114, 4)] 0 __________________________________________________________________________________________________ bpnet_1st_conv (Conv1D) (None, 2094, 128) 10880 sequence[0][0] __________________________________________________________________________________________________ bpnet_1conv (Conv1D) (None, 2090, 128) 49280 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ bpnet_1crop (Cropping1D) (None, 2090, 128) 0 bpnet_1st_conv[0][0] __________________________________________________________________________________________________ add (Add) (None, 2090, 128) 0 bpnet_1conv[0][0] bpnet_1crop[0][0] __________________________________________________________________________________________________ bpnet_2conv (Conv1D) (None, 2082, 128) 49280 add[0][0] __________________________________________________________________________________________________ bpnet_2crop (Cropping1D) (None, 2082, 128) 0 add[0][0] __________________________________________________________________________________________________ add_1 (Add) (None, 2082, 128) 0 bpnet_2conv[0][0] bpnet_2crop[0][0] __________________________________________________________________________________________________ bpnet_3conv (Conv1D) (None, 2066, 128) 49280 add_1[0][0] __________________________________________________________________________________________________ bpnet_3crop (Cropping1D) (None, 2066, 128) 0 add_1[0][0] __________________________________________________________________________________________________ add_2 (Add) (None, 2066, 128) 0 bpnet_3conv[0][0] bpnet_3crop[0][0] __________________________________________________________________________________________________ bpnet_4conv (Conv1D) (None, 2034, 128) 49280 add_2[0][0] __________________________________________________________________________________________________ bpnet_4crop (Cropping1D) (None, 2034, 128) 0 add_2[0][0] __________________________________________________________________________________________________ add_3 (Add) (None, 2034, 128) 0 bpnet_4conv[0][0] bpnet_4crop[0][0] __________________________________________________________________________________________________ prof_out_precrop (Conv1D) (None, 1960, 1) 9601 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions_pref (None, 1000, 1) 0 prof_out_precrop[0][0] __________________________________________________________________________________________________ gap (GlobalAveragePooling1D) (None, 128) 0 add_3[0][0] __________________________________________________________________________________________________ logits_profile_predictions (Fla (None, 1000) 0 logits_profile_predictions_prefla __________________________________________________________________________________________________ logcount_predictions (Dense) (None, 1) 129 gap[0][0] ================================================================================================== Total params: 217,730 Trainable params: 217,730 Non-trainable params: 0 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4339/4412 [============================>.] - ETA: 0s 4351/4412 [============================>.] - ETA: 0s 4363/4412 [============================>.] - ETA: 0s 4374/4412 [============================>.] - ETA: 0s 4386/4412 [============================>.] - ETA: 0s 4398/4412 [============================>.] - ETA: 0s 4410/4412 [============================>.] - ETA: 0s 4412/4412 [==============================] - ETA: 0s 4412/4412 [==============================] - 27s 5ms/step 2023-01-18_06-52-16: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/train.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/bigWigs/ENCSR814KRX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --params=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet_model_params.tsv \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --batch_size=64 \ --architecture_from_file=/home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/models/chrombpnet_with_bias_model.py \ --trackables logcount_predictions_loss loss logits_profile_predictions_loss val_logcount_predictions_loss val_loss val_logits_profile_predictions_loss {'counts_loss_weight': '136.6', 'filters': '512', 'n_dil_layers': '8', 'bias_model_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1/bias_model_scaled.h5', 'inputlen': '2114', 'outputlen': '1000', 'max_jitter': '500', 'chr_fold_path': '/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json', 'negative_sampling_ratio': '0.1'} got the model loading peaks... got split:train for bed regions:(140529, 10) loading nonpeaks... got split:train for bed regions:(126418, 10) loading peaks... got split:valid for bed regions:(18287, 10) loading nonpeaks... got split:valid for bed regions:(14745, 10) Epoch 1/50 1/2416 [..............................] - ETA: 4:43:22 - loss: 3825.9448 - logits_profile_predictions_loss: 3017.2493 - logcount_predictions_loss: 5.9202 2/2416 [..............................] - ETA: 5:38 - loss: 9582.6008 - logits_profile_predictions_loss: 2881.4420 - logcount_predictions_loss: 49.0568  3/2416 [..............................] - ETA: 5:37 - loss: 10170.8094 - logits_profile_predictions_loss: 2819.9891 - logcount_predictions_loss: 53.8127 4/2416 [..............................] - ETA: 5:37 - loss: 9948.1466 - logits_profile_predictions_loss: 2771.2974 - logcount_predictions_loss: 52.5392  5/2416 [..............................] - ETA: 5:36 - loss: 9576.4915 - logits_profile_predictions_loss: 2742.0455 - logcount_predictions_loss: 50.0325 6/2416 [..............................] - ETA: 5:36 - loss: 9203.2159 - logits_profile_predictions_loss: 2725.6842 - logcount_predictions_loss: 47.4197 7/2416 [..............................] - ETA: 5:35 - loss: 8856.8518 - logits_profile_predictions_loss: 2714.9441 - logcount_predictions_loss: 44.9627 8/2416 [..............................] - ETA: 5:35 - loss: 8544.3943 - logits_profile_predictions_loss: 2706.3191 - logcount_predictions_loss: 42.7385 9/2416 [..............................] - ETA: 5:35 - loss: 8266.5013 - logits_profile_predictions_loss: 2700.7874 - logcount_predictions_loss: 40.7446 10/2416 [..............................] - ETA: 5:35 - loss: 8011.3684 - logits_profile_predictions_loss: 2691.2497 - logcount_predictions_loss: 38.9467 11/2416 [..............................] - ETA: 5:35 - loss: 7786.2397 - logits_profile_predictions_loss: 2685.7603 - logcount_predictions_loss: 37.3388 12/2416 [..............................] - ETA: 5:34 - loss: 7584.5743 - logits_profile_predictions_loss: 2681.6866 - logcount_predictions_loss: 35.8923 13/2416 [..............................] - ETA: 5:34 - loss: 7404.1598 - logits_profile_predictions_loss: 2679.6274 - logcount_predictions_loss: 34.5866 14/2416 [..............................] - ETA: 5:34 - loss: 7237.7702 - logits_profile_predictions_loss: 2675.9919 - logcount_predictions_loss: 33.3952 15/2416 [..............................] - ETA: 5:34 - loss: 7083.6380 - logits_profile_predictions_loss: 2671.0890 - logcount_predictions_loss: 32.3027 16/2416 [..............................] - ETA: 5:34 - loss: 6943.7708 - logits_profile_predictions_loss: 2667.6845 - logcount_predictions_loss: 31.3037 17/2416 [..............................] - ETA: 5:34 - loss: 6816.3422 - logits_profile_predictions_loss: 2665.4218 - logcount_predictions_loss: 30.3874 18/2416 [..............................] - ETA: 5:33 - loss: 6698.0531 - logits_profile_predictions_loss: 2662.7237 - logcount_predictions_loss: 29.5412 19/2416 [..............................] - ETA: 5:33 - loss: 6590.4017 - logits_profile_predictions_loss: 2661.7409 - logcount_predictions_loss: 28.7603 20/2416 [..............................] - ETA: 5:33 - loss: 6489.8737 - logits_profile_predictions_loss: 2660.3942 - logcount_predictions_loss: 28.0343 21/2416 [..............................] - ETA: 5:33 - loss: 6396.2047 - logits_profile_predictions_loss: 2659.2831 - logcount_predictions_loss: 27.3567 22/2416 [..............................] - ETA: 5:33 - loss: 6309.2489 - logits_profile_predictions_loss: 2658.6782 - logcount_predictions_loss: 26.7245 23/2416 [..............................] - ETA: 5:33 - loss: 6227.2296 - logits_profile_predictions_loss: 2657.6291 - logcount_predictions_loss: 26.1318 24/2416 [..............................] - ETA: 5:32 - loss: 6150.8931 - logits_profile_predictions_loss: 2657.1154 - logcount_predictions_loss: 25.5767 25/2416 [..............................] - ETA: 5:32 - loss: 6078.0232 - logits_profile_predictions_loss: 2655.8408 - logcount_predictions_loss: 25.0526 26/2416 [..............................] - ETA: 5:32 - loss: 6009.1046 - logits_profile_predictions_loss: 2654.4785 - logcount_predictions_loss: 24.5580 27/2416 [..............................] - ETA: 5:32 - loss: 5944.6796 - logits_profile_predictions_loss: 2653.6655 - logcount_predictions_loss: 24.0923 28/2416 [..............................] - ETA: 5:32 - loss: 5883.3376 - logits_profile_predictions_loss: 2652.5483 - logcount_predictions_loss: 23.6515 29/2416 [..............................] - ETA: 5:32 - loss: 5825.3569 - logits_profile_predictions_loss: 2651.5979 - logcount_predictions_loss: 23.2340 30/2416 [..............................] - ETA: 5:32 - loss: 5770.4527 - logits_profile_predictions_loss: 2650.7864 - logcount_predictions_loss: 22.8380 31/2416 [..............................] - ETA: 5:31 - loss: 5718.6181 - logits_profile_predictions_loss: 2650.2808 - logcount_predictions_loss: 22.4622 32/2416 [..............................] - ETA: 5:31 - loss: 5669.5974 - logits_profile_predictions_loss: 2650.0487 - logcount_predictions_loss: 22.1050 33/2416 [..............................] - ETA: 5:31 - loss: 5622.8262 - logits_profile_predictions_loss: 2649.8153 - logcount_predictions_loss: 21.7644 34/2416 [..............................] - ETA: 5:31 - loss: 5577.7817 - logits_profile_predictions_loss: 2649.2511 - logcount_predictions_loss: 21.4387 35/2416 [..............................] - ETA: 5:31 - loss: 5535.6922 - logits_profile_predictions_loss: 2649.4746 - logcount_predictions_loss: 21.1290 36/2416 [..............................] - ETA: 5:31 - loss: 5495.3751 - logits_profile_predictions_loss: 2649.6656 - logcount_predictions_loss: 20.8324 37/2416 [..............................] - ETA: 5:30 - loss: 5456.6882 - logits_profile_predictions_loss: 2649.7647 - logcount_predictions_loss: 20.5485 38/2416 [..............................] - ETA: 5:30 - loss: 5419.6426 - logits_profile_predictions_loss: 2649.8852 - logcount_predictions_loss: 20.2764 39/2416 [..............................] - ETA: 5:30 - loss: 5384.2722 - logits_profile_predictions_loss: 2650.1272 - logcount_predictions_loss: 20.0157 40/2416 [..............................] - ETA: 5:30 - loss: 5349.9424 - logits_profile_predictions_loss: 2650.0994 - logcount_predictions_loss: 19.7646 41/2416 [..............................] - ETA: 5:30 - loss: 5317.0480 - logits_profile_predictions_loss: 2650.1465 - logcount_predictions_loss: 19.5234 42/2416 [..............................] - ETA: 5:30 - loss: 5285.6616 - logits_profile_predictions_loss: 2650.3974 - logcount_predictions_loss: 19.2918 43/2416 [..............................] - ETA: 5:29 - loss: 5255.4149 - logits_profile_predictions_loss: 2650.6202 - logcount_predictions_loss: 19.0688 44/2416 [..............................] - ETA: 5:29 - loss: 5225.8809 - logits_profile_predictions_loss: 2650.5628 - logcount_predictions_loss: 18.8530 45/2416 [..............................] - ETA: 5:29 - loss: 5196.9554 - logits_profile_predictions_loss: 2650.1811 - logcount_predictions_loss: 18.6440 46/2416 [..............................] - ETA: 5:29 - loss: 5168.9325 - logits_profile_predictions_loss: 2649.7283 - logcount_predictions_loss: 18.4422 47/2416 [..............................] - ETA: 5:29 - loss: 5141.9405 - logits_profile_predictions_loss: 2649.3457 - logcount_predictions_loss: 18.2474 48/2416 [..............................] - ETA: 5:29 - loss: 5116.0212 - logits_profile_predictions_loss: 2649.1022 - logcount_predictions_loss: 18.0594 49/2416 [..............................] - ETA: 5:29 - loss: 5090.9576 - logits_profile_predictions_loss: 2648.8898 - logcount_predictions_loss: 17.8775 50/2416 [..............................] - ETA: 5:28 - loss: 5066.7492 - logits_profile_predictions_loss: 2648.7096 - logcount_predictions_loss: 17.7016 51/2416 [..............................] - ETA: 5:28 - loss: 5043.3143 - logits_profile_predictions_loss: 2648.5437 - logcount_predictions_loss: 17.5313 52/2416 [..............................] - ETA: 5:28 - loss: 5020.6405 - logits_profile_predictions_loss: 2648.4173 - logcount_predictions_loss: 17.3662 53/2416 [..............................] - ETA: 5:28 - loss: 4998.6769 - logits_profile_predictions_loss: 2648.2953 - logcount_predictions_loss: 17.2063 54/2416 [..............................] - ETA: 5:28 - loss: 4977.1419 - logits_profile_predictions_loss: 2648.0024 - logcount_predictions_loss: 17.0508 55/2416 [..............................] - ETA: 5:28 - loss: 4956.1825 - logits_profile_predictions_loss: 2647.6711 - logcount_predictions_loss: 16.8998 56/2416 [..............................] - ETA: 5:28 - loss: 4936.0195 - logits_profile_predictions_loss: 2647.5026 - logcount_predictions_loss: 16.7534 57/2416 [..............................] - ETA: 5:27 - loss: 4916.3398 - logits_profile_predictions_loss: 2647.2620 - logcount_predictions_loss: 16.6111 58/2416 [..............................] - ETA: 5:27 - loss: 4897.2474 - logits_profile_predictions_loss: 2647.0504 - logcount_predictions_loss: 16.4729 59/2416 [..............................] - ETA: 5:27 - loss: 4878.7771 - logits_profile_predictions_loss: 2646.9162 - logcount_predictions_loss: 16.3387 60/2416 [..............................] - ETA: 5:27 - loss: 4860.7168 - logits_profile_predictions_loss: 2646.7208 - logcount_predictions_loss: 16.2079 61/2416 [..............................] - ETA: 5:27 - loss: 4842.9009 - logits_profile_predictions_loss: 2646.3389 - logcount_predictions_loss: 16.0802 62/2416 [..............................] - ETA: 5:27 - loss: 4825.4719 - logits_profile_predictions_loss: 2645.9047 - logcount_predictions_loss: 15.9558 63/2416 [..............................] - ETA: 5:27 - loss: 4808.2773 - logits_profile_predictions_loss: 2645.3133 - logcount_predictions_loss: 15.8343 64/2416 [..............................] - ETA: 5:26 - loss: 4791.4949 - logits_profile_predictions_loss: 2644.7087 - logcount_predictions_loss: 15.7159 65/2416 [..............................] - ETA: 5:26 - loss: 4775.0405 - logits_profile_predictions_loss: 2644.0451 - logcount_predictions_loss: 15.6003 66/2416 [..............................] - ETA: 5:26 - loss: 4758.9642 - logits_profile_predictions_loss: 2643.3688 - logcount_predictions_loss: 15.4875 67/2416 [..............................] - ETA: 5:26 - loss: 4743.2822 - logits_profile_predictions_loss: 2642.7085 - logcount_predictions_loss: 15.3776 68/2416 [..............................] - ETA: 5:26 - loss: 4727.8808 - logits_profile_predictions_loss: 2641.9911 - logcount_predictions_loss: 15.2701 69/2416 [..............................] - ETA: 5:26 - loss: 4712.7704 - logits_profile_predictions_loss: 2641.2303 - logcount_predictions_loss: 15.1650 70/2416 [..............................] - ETA: 5:26 - loss: 4698.1063 - logits_profile_predictions_loss: 2640.5557 - logcount_predictions_loss: 15.0626 71/2416 [..............................] - ETA: 5:25 - loss: 4683.6234 - logits_profile_predictions_loss: 2639.7743 - logcount_predictions_loss: 14.9623 72/2416 [..............................] - ETA: 5:25 - loss: 4669.5446 - logits_profile_predictions_loss: 2639.0592 - logcount_predictions_loss: 14.8645 73/2416 [..............................] - ETA: 5:25 - loss: 4655.7371 - logits_profile_predictions_loss: 2638.3172 - logcount_predictions_loss: 14.7688 74/2416 [..............................] - ETA: 5:25 - loss: 4642.2404 - logits_profile_predictions_loss: 2637.5884 - logcount_predictions_loss: 14.6753 75/2416 [..............................] - ETA: 5:25 - loss: 4629.0712 - logits_profile_predictions_loss: 2636.8976 - logcount_predictions_loss: 14.5840 76/2416 [..............................] - ETA: 5:25 - loss: 4616.2241 - logits_profile_predictions_loss: 2636.2448 - logcount_predictions_loss: 14.4947 77/2416 [..............................] - ETA: 5:25 - loss: 4603.6568 - logits_profile_predictions_loss: 2635.6068 - logcount_predictions_loss: 14.4074 78/2416 [..............................] - ETA: 5:24 - loss: 4591.3419 - logits_profile_predictions_loss: 2634.9656 - logcount_predictions_loss: 14.3219 79/2416 [..............................] - ETA: 5:24 - loss: 4579.3002 - logits_profile_predictions_loss: 2634.3485 - logcount_predictions_loss: 14.2383 80/2416 [..............................] - ETA: 5:24 - loss: 4567.5045 - logits_profile_predictions_loss: 2633.7383 - logcount_predictions_loss: 14.1564 81/2416 [>.............................] - ETA: 5:24 - loss: 4556.0305 - logits_profile_predictions_loss: 2633.1921 - logcount_predictions_loss: 14.0764 82/2416 [>.............................] - ETA: 5:24 - loss: 4544.7252 - logits_profile_predictions_loss: 2632.6127 - logcount_predictions_loss: 13.9979 83/2416 [>.............................] - ETA: 5:24 - loss: 4533.5882 - logits_profile_predictions_loss: 2631.9921 - logcount_predictions_loss: 13.9209 84/2416 [>.............................] - ETA: 5:24 - loss: 4522.6963 - logits_profile_predictions_loss: 2631.3984 - logcount_predictions_loss: 13.8455 85/2416 [>.............................] - ETA: 5:23 - loss: 4512.0054 - logits_profile_predictions_loss: 2630.8047 - logcount_predictions_loss: 13.7716 86/2416 [>.............................] - ETA: 5:23 - loss: 4501.5772 - logits_profile_predictions_loss: 2630.2578 - logcount_predictions_loss: 13.6993 87/2416 [>.............................] - ETA: 5:23 - loss: 4491.3605 - logits_profile_predictions_loss: 2629.7279 - logcount_predictions_loss: 13.6283 88/2416 [>.............................] - ETA: 5:23 - loss: 4481.4036 - logits_profile_predictions_loss: 2629.2629 - logcount_predictions_loss: 13.5589 89/2416 [>.............................] - ETA: 5:23 - loss: 4471.6549 - logits_profile_predictions_loss: 2628.8234 - logcount_predictions_loss: 13.4907 90/2416 [>.............................] - ETA: 5:23 - loss: 4462.1266 - logits_profile_predictions_loss: 2628.4284 - logcount_predictions_loss: 13.4239 91/2416 [>.............................] - ETA: 5:22 - loss: 4452.7559 - logits_profile_predictions_loss: 2628.0250 - logcount_predictions_loss: 13.3582 92/2416 [>.............................] - ETA: 5:22 - loss: 4443.5818 - logits_profile_predictions_loss: 2627.6484 - logcount_predictions_loss: 13.2938 93/2416 [>.............................] - ETA: 5:22 - loss: 4434.6250 - logits_profile_predictions_loss: 2627.3202 - logcount_predictions_loss: 13.2306 94/2416 [>.............................] - ETA: 5:22 - loss: 4425.8499 - logits_profile_predictions_loss: 2627.0063 - logcount_predictions_loss: 13.1687 95/2416 [>.............................] - ETA: 5:22 - loss: 4417.1812 - logits_profile_predictions_loss: 2626.6619 - logcount_predictions_loss: 13.1078 96/2416 [>.............................] - ETA: 5:22 - loss: 4408.6800 - logits_profile_predictions_loss: 2626.3358 - logcount_predictions_loss: 13.0479 97/2416 [>.............................] - ETA: 5:22 - loss: 4400.2689 - logits_profile_predictions_loss: 2625.9746 - logcount_predictions_loss: 12.9890 98/2416 [>.............................] - ETA: 5:21 - loss: 4391.9375 - logits_profile_predictions_loss: 2625.5688 - logcount_predictions_loss: 12.9310 99/2416 [>.............................] - ETA: 5:21 - loss: 4383.7046 - logits_profile_predictions_loss: 2625.1325 - logcount_predictions_loss: 12.8739 100/2416 [>.............................] - ETA: 5:21 - loss: 4375.5824 - logits_profile_predictions_loss: 2624.6750 - logcount_predictions_loss: 12.8178 101/2416 [>.............................] - ETA: 5:21 - loss: 4367.6401 - logits_profile_predictions_loss: 2624.2529 - logcount_predictions_loss: 12.7627 102/2416 [>.............................] - ETA: 5:21 - loss: 4359.7771 - logits_profile_predictions_loss: 2623.7961 - logcount_predictions_loss: 12.7085 103/2416 [>.............................] - ETA: 5:21 - loss: 4352.0339 - logits_profile_predictions_loss: 2623.3391 - logcount_predictions_loss: 12.6552 104/2416 [>.............................] - ETA: 5:21 - loss: 4344.4403 - logits_profile_predictions_loss: 2622.9077 - logcount_predictions_loss: 12.6027 105/2416 [>.............................] - ETA: 5:20 - loss: 4336.9789 - logits_profile_predictions_loss: 2622.4867 - logcount_predictions_loss: 12.5512 106/2416 [>.............................] - ETA: 5:20 - loss: 4329.6397 - logits_profile_predictions_loss: 2622.0719 - logcount_predictions_loss: 12.5005 107/2416 [>.............................] - ETA: 5:20 - loss: 4322.4433 - logits_profile_predictions_loss: 2621.6846 - logcount_predictions_loss: 12.4506 108/2416 [>.............................] - ETA: 5:20 - loss: 4315.3662 - logits_profile_predictions_loss: 2621.3053 - logcount_predictions_loss: 12.4016 109/2416 [>.............................] - ETA: 5:20 - loss: 4308.3759 - logits_profile_predictions_loss: 2620.9114 - logcount_predictions_loss: 12.3533 110/2416 [>.............................] - ETA: 5:20 - loss: 4301.4831 - logits_profile_predictions_loss: 2620.5166 - logcount_predictions_loss: 12.3058 111/2416 [>.............................] - ETA: 5:20 - loss: 4294.6650 - logits_profile_predictions_loss: 2620.1023 - logcount_predictions_loss: 12.2589 112/2416 [>.............................] - ETA: 5:19 - loss: 4287.9377 - logits_profile_predictions_loss: 2619.6832 - logcount_predictions_loss: 12.2127 113/2416 [>.............................] - ETA: 5:19 - loss: 4281.3246 - logits_profile_predictions_loss: 2619.2813 - logcount_predictions_loss: 12.1672 114/2416 [>.............................] - ETA: 5:19 - loss: 4274.8230 - logits_profile_predictions_loss: 2618.8940 - logcount_predictions_loss: 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4:42 - loss: 3655.2845 - logits_profile_predictions_loss: 2554.1551 - logcount_predictions_loss: 8.0610 382/2416 [===>..........................] - ETA: 4:42 - loss: 3654.3982 - logits_profile_predictions_loss: 2554.0015 - logcount_predictions_loss: 8.0556 383/2416 [===>..........................] - ETA: 4:42 - loss: 3653.5172 - logits_profile_predictions_loss: 2553.8493 - logcount_predictions_loss: 8.0503 384/2416 [===>..........................] - ETA: 4:41 - loss: 3652.6422 - logits_profile_predictions_loss: 2553.6991 - logcount_predictions_loss: 8.0450 385/2416 [===>..........................] - ETA: 4:41 - loss: 3651.7682 - logits_profile_predictions_loss: 2553.5471 - logcount_predictions_loss: 8.0397 386/2416 [===>..........................] - ETA: 4:41 - loss: 3650.8968 - logits_profile_predictions_loss: 2553.3946 - logcount_predictions_loss: 8.0344 387/2416 [===>..........................] - ETA: 4:41 - loss: 3650.0286 - logits_profile_predictions_loss: 2553.2420 - 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logcount_predictions_loss: 5.0025 2403/2416 [============================>.] - ETA: 1s - loss: 3023.5474 - logits_profile_predictions_loss: 2340.3232 - logcount_predictions_loss: 5.0016 2404/2416 [============================>.] - ETA: 1s - loss: 3023.3673 - logits_profile_predictions_loss: 2340.2648 - logcount_predictions_loss: 5.0007 2405/2416 [============================>.] - ETA: 1s - loss: 3023.1873 - logits_profile_predictions_loss: 2340.2065 - logcount_predictions_loss: 4.9999 2406/2416 [============================>.] - ETA: 1s - loss: 3023.0074 - logits_profile_predictions_loss: 2340.1483 - logcount_predictions_loss: 4.9990 2407/2416 [============================>.] - ETA: 1s - loss: 3022.8276 - logits_profile_predictions_loss: 2340.0901 - logcount_predictions_loss: 4.9981 2408/2416 [============================>.] - ETA: 1s - loss: 3022.6480 - logits_profile_predictions_loss: 2340.0320 - logcount_predictions_loss: 4.9972 2409/2416 [============================>.] - ETA: 0s - loss: 3022.4683 - logits_profile_predictions_loss: 2339.9738 - logcount_predictions_loss: 4.9963 2410/2416 [============================>.] - ETA: 0s - loss: 3022.2887 - logits_profile_predictions_loss: 2339.9157 - logcount_predictions_loss: 4.9954 2411/2416 [============================>.] - ETA: 0s - loss: 3022.1092 - logits_profile_predictions_loss: 2339.8575 - logcount_predictions_loss: 4.9945 2412/2416 [============================>.] - ETA: 0s - loss: 3021.9296 - logits_profile_predictions_loss: 2339.7994 - logcount_predictions_loss: 4.9936 2413/2416 [============================>.] - ETA: 0s - loss: 3021.7503 - logits_profile_predictions_loss: 2339.7412 - logcount_predictions_loss: 4.9927 2414/2416 [============================>.] - ETA: 0s - loss: 3021.5710 - logits_profile_predictions_loss: 2339.6832 - logcount_predictions_loss: 4.9919 2415/2416 [============================>.] - ETA: 0s - loss: 3021.3918 - logits_profile_predictions_loss: 2339.6252 - logcount_predictions_loss: 4.9910 2416/2416 [==============================] - ETA: 0s - loss: 3021.2127 - logits_profile_predictions_loss: 2339.5672 - logcount_predictions_loss: 4.9901 2416/2416 [==============================] - 363s 147ms/step - loss: 3021.0338 - logits_profile_predictions_loss: 2339.5093 - logcount_predictions_loss: 4.9892 - val_loss: 2426.3892 - val_logits_profile_predictions_loss: 2300.7766 - val_logcount_predictions_loss: 0.9196 Epoch 00001: val_loss improved from inf to 2426.38916, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 2/50 1/2416 [..............................] - ETA: 6:35 - loss: 1995.5479 - logits_profile_predictions_loss: 1869.3271 - logcount_predictions_loss: 0.9240 2/2416 [..............................] - ETA: 5:34 - loss: 2139.9292 - logits_profile_predictions_loss: 2005.6787 - logcount_predictions_loss: 0.9828 3/2416 [..............................] - ETA: 5:35 - loss: 2149.6463 - logits_profile_predictions_loss: 2017.0931 - logcount_predictions_loss: 0.9704 4/2416 [..............................] - ETA: 5:34 - loss: 2175.3639 - logits_profile_predictions_loss: 2045.0121 - logcount_predictions_loss: 0.9543 5/2416 [..............................] - ETA: 5:34 - loss: 2194.5062 - logits_profile_predictions_loss: 2065.5063 - logcount_predictions_loss: 0.9444 6/2416 [..............................] - ETA: 5:33 - loss: 2198.5612 - logits_profile_predictions_loss: 2070.6237 - logcount_predictions_loss: 0.9366 7/2416 [..............................] - ETA: 5:33 - loss: 2198.6269 - logits_profile_predictions_loss: 2071.2918 - logcount_predictions_loss: 0.9322 8/2416 [..............................] - ETA: 5:33 - loss: 2198.9492 - logits_profile_predictions_loss: 2072.2969 - logcount_predictions_loss: 0.9272 9/2416 [..............................] - ETA: 5:33 - loss: 2203.7191 - logits_profile_predictions_loss: 2077.4825 - logcount_predictions_loss: 0.9241 10/2416 [..............................] - ETA: 5:32 - loss: 2203.8320 - logits_profile_predictions_loss: 2077.9974 - logcount_predictions_loss: 0.9212 11/2416 [..............................] - ETA: 5:32 - loss: 2204.3631 - logits_profile_predictions_loss: 2078.7869 - logcount_predictions_loss: 0.9193 12/2416 [..............................] - ETA: 5:32 - loss: 2204.9481 - logits_profile_predictions_loss: 2079.4305 - logcount_predictions_loss: 0.9189 13/2416 [..............................] - ETA: 5:32 - loss: 2203.8801 - logits_profile_predictions_loss: 2078.3914 - logcount_predictions_loss: 0.9187 14/2416 [..............................] - ETA: 5:32 - loss: 2203.0225 - logits_profile_predictions_loss: 2077.4851 - logcount_predictions_loss: 0.9190 15/2416 [..............................] - ETA: 5:32 - loss: 2200.2455 - logits_profile_predictions_loss: 2074.7145 - logcount_predictions_loss: 0.9190 16/2416 [..............................] - ETA: 5:32 - 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logcount_predictions_loss: 0.9156 23/2416 [..............................] - ETA: 5:31 - loss: 2186.8643 - logits_profile_predictions_loss: 2061.8844 - logcount_predictions_loss: 0.9149 24/2416 [..............................] - ETA: 5:31 - loss: 2185.3777 - logits_profile_predictions_loss: 2060.5073 - logcount_predictions_loss: 0.9141 25/2416 [..............................] - ETA: 5:30 - loss: 2183.9745 - logits_profile_predictions_loss: 2059.1532 - logcount_predictions_loss: 0.9138 26/2416 [..............................] - ETA: 5:30 - loss: 2181.9915 - logits_profile_predictions_loss: 2057.2675 - logcount_predictions_loss: 0.9131 27/2416 [..............................] - ETA: 5:30 - loss: 2180.5975 - logits_profile_predictions_loss: 2055.9786 - logcount_predictions_loss: 0.9123 28/2416 [..............................] - ETA: 5:30 - loss: 2179.5591 - logits_profile_predictions_loss: 2054.9589 - logcount_predictions_loss: 0.9122 29/2416 [..............................] - ETA: 5:30 - 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loss: 2169.6825 - logits_profile_predictions_loss: 2045.9626 - logcount_predictions_loss: 0.9057 56/2416 [..............................] - ETA: 5:26 - loss: 2169.7658 - logits_profile_predictions_loss: 2046.0920 - logcount_predictions_loss: 0.9054 57/2416 [..............................] - ETA: 5:26 - loss: 2169.8044 - logits_profile_predictions_loss: 2046.1895 - logcount_predictions_loss: 0.9049 58/2416 [..............................] - ETA: 5:26 - loss: 2169.7817 - logits_profile_predictions_loss: 2046.2145 - logcount_predictions_loss: 0.9046 59/2416 [..............................] - ETA: 5:26 - loss: 2169.7093 - logits_profile_predictions_loss: 2046.1981 - logcount_predictions_loss: 0.9042 60/2416 [..............................] - ETA: 5:26 - loss: 2169.5983 - logits_profile_predictions_loss: 2046.1422 - logcount_predictions_loss: 0.9038 61/2416 [..............................] - ETA: 5:26 - loss: 2169.4598 - logits_profile_predictions_loss: 2046.0545 - 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loss: 2170.4020 - logits_profile_predictions_loss: 2047.3411 - logcount_predictions_loss: 0.9009 82/2416 [>.............................] - ETA: 5:23 - loss: 2170.5829 - logits_profile_predictions_loss: 2047.5249 - logcount_predictions_loss: 0.9009 83/2416 [>.............................] - ETA: 5:23 - loss: 2170.7177 - logits_profile_predictions_loss: 2047.6668 - logcount_predictions_loss: 0.9008 84/2416 [>.............................] - ETA: 5:23 - loss: 2170.8479 - logits_profile_predictions_loss: 2047.8039 - logcount_predictions_loss: 0.9008 85/2416 [>.............................] - ETA: 5:22 - loss: 2170.9367 - logits_profile_predictions_loss: 2047.9027 - logcount_predictions_loss: 0.9007 86/2416 [>.............................] - ETA: 5:22 - loss: 2171.0385 - logits_profile_predictions_loss: 2048.0131 - logcount_predictions_loss: 0.9006 87/2416 [>.............................] - ETA: 5:22 - loss: 2171.1232 - logits_profile_predictions_loss: 2048.1073 - 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4:29 - loss: 2169.9879 - logits_profile_predictions_loss: 2048.0343 - logcount_predictions_loss: 0.8928 472/2416 [====>.........................] - ETA: 4:29 - loss: 2169.9952 - logits_profile_predictions_loss: 2048.0439 - logcount_predictions_loss: 0.8928 473/2416 [====>.........................] - ETA: 4:29 - loss: 2170.0026 - logits_profile_predictions_loss: 2048.0536 - logcount_predictions_loss: 0.8927 474/2416 [====>.........................] - ETA: 4:29 - loss: 2170.0085 - logits_profile_predictions_loss: 2048.0620 - logcount_predictions_loss: 0.8927 475/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0137 - logits_profile_predictions_loss: 2048.0697 - logcount_predictions_loss: 0.8927 476/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0192 - logits_profile_predictions_loss: 2048.0777 - logcount_predictions_loss: 0.8927 477/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0250 - logits_profile_predictions_loss: 2048.0859 - logcount_predictions_loss: 0.8927 478/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0312 - logits_profile_predictions_loss: 2048.0946 - logcount_predictions_loss: 0.8927 479/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0367 - logits_profile_predictions_loss: 2048.1027 - logcount_predictions_loss: 0.8926 480/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0429 - logits_profile_predictions_loss: 2048.1116 - logcount_predictions_loss: 0.8926 481/2416 [====>.........................] - ETA: 4:28 - loss: 2170.0493 - logits_profile_predictions_loss: 2048.1205 - logcount_predictions_loss: 0.8926 482/2416 [====>.........................] - ETA: 4:27 - loss: 2170.0567 - logits_profile_predictions_loss: 2048.1304 - logcount_predictions_loss: 0.8926 483/2416 [====>.........................] - ETA: 4:27 - loss: 2170.0649 - logits_profile_predictions_loss: 2048.1411 - logcount_predictions_loss: 0.8926 484/2416 [=====>........................] - ETA: 4:27 - loss: 2170.0738 - logits_profile_predictions_loss: 2048.1525 - logcount_predictions_loss: 0.8925 485/2416 [=====>........................] - ETA: 4:27 - loss: 2170.0811 - logits_profile_predictions_loss: 2048.1622 - logcount_predictions_loss: 0.8925 486/2416 [=====>........................] - ETA: 4:27 - loss: 2170.0895 - logits_profile_predictions_loss: 2048.1730 - logcount_predictions_loss: 0.8925 487/2416 [=====>........................] - ETA: 4:27 - loss: 2170.0985 - logits_profile_predictions_loss: 2048.1843 - logcount_predictions_loss: 0.8925 488/2416 [=====>........................] - ETA: 4:27 - loss: 2170.1074 - logits_profile_predictions_loss: 2048.1956 - logcount_predictions_loss: 0.8925 489/2416 [=====>........................] - ETA: 4:27 - loss: 2170.1170 - logits_profile_predictions_loss: 2048.2074 - logcount_predictions_loss: 0.8925 490/2416 [=====>........................] - ETA: 4:26 - loss: 2170.1282 - logits_profile_predictions_loss: 2048.2207 - 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logcount_predictions_loss: 0.8757 2416/2416 [==============================] - ETA: 0s - loss: 2157.1232 - logits_profile_predictions_loss: 2037.5114 - logcount_predictions_loss: 0.8756 2416/2416 [==============================] - 354s 147ms/step - loss: 2157.1153 - logits_profile_predictions_loss: 2037.5046 - logcount_predictions_loss: 0.8756 - val_loss: 2360.5833 - val_logits_profile_predictions_loss: 2250.6729 - val_logcount_predictions_loss: 0.8046 Epoch 00002: val_loss improved from 2426.38916 to 2360.58325, saving model to /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1/chrombpnet.h5 Epoch 3/50 1/2416 [..............................] - ETA: 6:40 - loss: 2177.7300 - logits_profile_predictions_loss: 2007.8417 - logcount_predictions_loss: 1.2437 2/2416 [..............................] - ETA: 5:49 - loss: 2104.7137 - logits_profile_predictions_loss: 1952.6274 - logcount_predictions_loss: 1.1134 3/2416 [..............................] - 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4:38 - loss: 2025.5601 - logits_profile_predictions_loss: 1921.9710 - logcount_predictions_loss: 0.7583 407/2416 [====>.........................] - ETA: 4:38 - loss: 2025.5836 - logits_profile_predictions_loss: 1921.9895 - logcount_predictions_loss: 0.7584 408/2416 [====>.........................] - ETA: 4:38 - loss: 2025.6072 - logits_profile_predictions_loss: 1922.0081 - logcount_predictions_loss: 0.7584 409/2416 [====>.........................] - ETA: 4:38 - loss: 2025.6293 - logits_profile_predictions_loss: 1922.0256 - logcount_predictions_loss: 0.7584 410/2416 [====>.........................] - ETA: 4:38 - loss: 2025.6499 - logits_profile_predictions_loss: 1922.0414 - logcount_predictions_loss: 0.7585 411/2416 [====>.........................] - ETA: 4:38 - loss: 2025.6727 - logits_profile_predictions_loss: 1922.0592 - logcount_predictions_loss: 0.7585 412/2416 [====>.........................] - ETA: 4:37 - loss: 2025.6960 - logits_profile_predictions_loss: 1922.0777 - logcount_predictions_loss: 0.7586 413/2416 [====>.........................] - ETA: 4:37 - loss: 2025.7195 - logits_profile_predictions_loss: 1922.0963 - logcount_predictions_loss: 0.7586 414/2416 [====>.........................] - ETA: 4:37 - loss: 2025.7413 - logits_profile_predictions_loss: 1922.1131 - logcount_predictions_loss: 0.7586 415/2416 [====>.........................] - ETA: 4:37 - loss: 2025.7621 - logits_profile_predictions_loss: 1922.1291 - logcount_predictions_loss: 0.7587 416/2416 [====>.........................] - ETA: 4:37 - loss: 2025.7838 - logits_profile_predictions_loss: 1922.1461 - logcount_predictions_loss: 0.7587 417/2416 [====>.........................] - ETA: 4:37 - loss: 2025.8051 - logits_profile_predictions_loss: 1922.1626 - logcount_predictions_loss: 0.7587 418/2416 [====>.........................] - ETA: 4:37 - loss: 2025.8276 - logits_profile_predictions_loss: 1922.1805 - logcount_predictions_loss: 0.7588 419/2416 [====>.........................] - ETA: 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logcount_predictions_loss: 0.7604 2377/2416 [============================>.] - ETA: 5s - loss: 2038.4835 - logits_profile_predictions_loss: 1934.6205 - logcount_predictions_loss: 0.7604 2378/2416 [============================>.] - ETA: 5s - loss: 2038.4849 - logits_profile_predictions_loss: 1934.6224 - logcount_predictions_loss: 0.7604 2379/2416 [============================>.] - ETA: 5s - loss: 2038.4863 - logits_profile_predictions_loss: 1934.6244 - logcount_predictions_loss: 0.7604 2380/2416 [============================>.] - ETA: 4s - loss: 2038.4876 - logits_profile_predictions_loss: 1934.6263 - logcount_predictions_loss: 0.7603 2381/2416 [============================>.] - ETA: 4s - loss: 2038.4890 - logits_profile_predictions_loss: 1934.6283 - logcount_predictions_loss: 0.7603 2382/2416 [============================>.] - ETA: 4s - loss: 2038.4904 - logits_profile_predictions_loss: 1934.6302 - logcount_predictions_loss: 0.7603 2383/2416 [============================>.] - ETA: 4s - 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logcount_predictions_loss: 0.7603 2390/2416 [============================>.] - ETA: 3s - loss: 2038.5014 - logits_profile_predictions_loss: 1934.6457 - logcount_predictions_loss: 0.7603 2391/2416 [============================>.] - ETA: 3s - loss: 2038.5030 - logits_profile_predictions_loss: 1934.6479 - logcount_predictions_loss: 0.7603 2392/2416 [============================>.] - ETA: 3s - loss: 2038.5046 - logits_profile_predictions_loss: 1934.6500 - logcount_predictions_loss: 0.7603 2393/2416 [============================>.] - ETA: 3s - loss: 2038.5062 - logits_profile_predictions_loss: 1934.6521 - logcount_predictions_loss: 0.7603 2394/2416 [============================>.] - ETA: 3s - loss: 2038.5077 - logits_profile_predictions_loss: 1934.6542 - logcount_predictions_loss: 0.7603 2395/2416 [============================>.] - ETA: 2s - loss: 2038.5092 - logits_profile_predictions_loss: 1934.6563 - logcount_predictions_loss: 0.7603 2396/2416 [============================>.] - ETA: 2s - loss: 2038.5108 - logits_profile_predictions_loss: 1934.6584 - logcount_predictions_loss: 0.7603 2397/2416 [============================>.] - ETA: 2s - loss: 2038.5124 - logits_profile_predictions_loss: 1934.6606 - logcount_predictions_loss: 0.7603 2398/2416 [============================>.] - ETA: 2s - loss: 2038.5140 - logits_profile_predictions_loss: 1934.6627 - logcount_predictions_loss: 0.7603 2399/2416 [============================>.] - ETA: 2s - loss: 2038.5156 - logits_profile_predictions_loss: 1934.6649 - logcount_predictions_loss: 0.7603 2400/2416 [============================>.] - ETA: 2s - loss: 2038.5171 - logits_profile_predictions_loss: 1934.6670 - logcount_predictions_loss: 0.7603 2401/2416 [============================>.] - ETA: 2s - loss: 2038.5187 - logits_profile_predictions_loss: 1934.6692 - logcount_predictions_loss: 0.7603 2402/2416 [============================>.] - ETA: 1s - loss: 2038.5202 - logits_profile_predictions_loss: 1934.6713 - logcount_predictions_loss: 0.7603 2403/2416 [============================>.] - ETA: 1s - loss: 2038.5217 - logits_profile_predictions_loss: 1934.6733 - logcount_predictions_loss: 0.7603 2404/2416 [============================>.] - ETA: 1s - loss: 2038.5233 - logits_profile_predictions_loss: 1934.6755 - logcount_predictions_loss: 0.7602 2405/2416 [============================>.] - ETA: 1s - loss: 2038.5249 - logits_profile_predictions_loss: 1934.6777 - logcount_predictions_loss: 0.7602 2406/2416 [============================>.] - ETA: 1s - loss: 2038.5266 - logits_profile_predictions_loss: 1934.6799 - logcount_predictions_loss: 0.7602 2407/2416 [============================>.] - ETA: 1s - loss: 2038.5283 - logits_profile_predictions_loss: 1934.6822 - logcount_predictions_loss: 0.7602 2408/2416 [============================>.] - ETA: 1s - loss: 2038.5300 - logits_profile_predictions_loss: 1934.6844 - logcount_predictions_loss: 0.7602 2409/2416 [============================>.] - ETA: 0s - loss: 2038.5317 - logits_profile_predictions_loss: 1934.6867 - logcount_predictions_loss: 0.7602 2410/2416 [============================>.] - ETA: 0s - loss: 2038.5333 - logits_profile_predictions_loss: 1934.6889 - logcount_predictions_loss: 0.7602 2411/2416 [============================>.] - ETA: 0s - loss: 2038.5350 - logits_profile_predictions_loss: 1934.6911 - logcount_predictions_loss: 0.7602 2412/2416 [============================>.] - ETA: 0s - loss: 2038.5367 - logits_profile_predictions_loss: 1934.6934 - logcount_predictions_loss: 0.7602 2413/2416 [============================>.] - ETA: 0s - loss: 2038.5383 - logits_profile_predictions_loss: 1934.6956 - logcount_predictions_loss: 0.7602 2414/2416 [============================>.] - ETA: 0s - loss: 2038.5400 - logits_profile_predictions_loss: 1934.6978 - logcount_predictions_loss: 0.7602 2415/2416 [============================>.] - ETA: 0s - loss: 2038.5417 - logits_profile_predictions_loss: 1934.7000 - logcount_predictions_loss: 0.7602 2416/2416 [==============================] - ETA: 0s - loss: 2038.5434 - logits_profile_predictions_loss: 1934.7023 - logcount_predictions_loss: 0.7602 2416/2416 [==============================] - 354s 147ms/step - loss: 2038.5451 - logits_profile_predictions_loss: 1934.7045 - logcount_predictions_loss: 0.7602 - val_loss: 2286.7166 - val_logits_profile_predictions_loss: 2184.3096 - val_logcount_predictions_loss: 0.7497 Epoch 00004: val_loss did not improve from 2281.80786 Epoch 5/50 1/2416 [..............................] - ETA: 6:41 - loss: 1943.0717 - logits_profile_predictions_loss: 1849.4348 - logcount_predictions_loss: 0.6855 2/2416 [..............................] - ETA: 5:56 - loss: 1980.4803 - logits_profile_predictions_loss: 1884.6516 - logcount_predictions_loss: 0.7015 3/2416 [..............................] - ETA: 5:45 - loss: 1985.8495 - logits_profile_predictions_loss: 1888.7945 - logcount_predictions_loss: 0.7105 4/2416 [..............................] - ETA: 5:41 - loss: 1990.1283 - logits_profile_predictions_loss: 1894.3056 - logcount_predictions_loss: 0.7015 5/2416 [..............................] - ETA: 5:39 - loss: 1993.7432 - logits_profile_predictions_loss: 1899.5099 - logcount_predictions_loss: 0.6898 6/2416 [..............................] - ETA: 5:37 - loss: 1993.3344 - logits_profile_predictions_loss: 1899.3997 - logcount_predictions_loss: 0.6877 7/2416 [..............................] - ETA: 5:37 - loss: 1990.3329 - logits_profile_predictions_loss: 1896.6394 - logcount_predictions_loss: 0.6859 8/2416 [..............................] - ETA: 5:36 - loss: 1990.9731 - logits_profile_predictions_loss: 1897.5722 - logcount_predictions_loss: 0.6838 9/2416 [..............................] - ETA: 5:35 - loss: 1988.4094 - logits_profile_predictions_loss: 1895.3371 - logcount_predictions_loss: 0.6813 10/2416 [..............................] - ETA: 5:35 - loss: 1986.9064 - logits_profile_predictions_loss: 1894.0948 - logcount_predictions_loss: 0.6794 11/2416 [..............................] - ETA: 5:34 - loss: 1984.9497 - logits_profile_predictions_loss: 1892.2206 - logcount_predictions_loss: 0.6788 12/2416 [..............................] - ETA: 5:34 - loss: 1983.9806 - logits_profile_predictions_loss: 1891.2633 - logcount_predictions_loss: 0.6788 13/2416 [..............................] - ETA: 5:34 - loss: 1983.3695 - logits_profile_predictions_loss: 1890.4753 - logcount_predictions_loss: 0.6800 14/2416 [..............................] - ETA: 5:34 - loss: 1982.6473 - logits_profile_predictions_loss: 1889.6935 - logcount_predictions_loss: 0.6805 15/2416 [..............................] - ETA: 5:34 - loss: 1983.0085 - logits_profile_predictions_loss: 1890.0547 - logcount_predictions_loss: 0.6805 16/2416 [..............................] - ETA: 5:33 - loss: 1984.4286 - logits_profile_predictions_loss: 1891.2192 - logcount_predictions_loss: 0.6824 17/2416 [..............................] - ETA: 5:33 - loss: 1986.4409 - logits_profile_predictions_loss: 1893.0152 - logcount_predictions_loss: 0.6839 18/2416 [..............................] - ETA: 5:33 - loss: 1987.7910 - logits_profile_predictions_loss: 1894.2132 - logcount_predictions_loss: 0.6851 19/2416 [..............................] - ETA: 5:33 - loss: 1988.9911 - logits_profile_predictions_loss: 1895.2979 - logcount_predictions_loss: 0.6859 20/2416 [..............................] - ETA: 5:33 - loss: 1990.1803 - logits_profile_predictions_loss: 1896.3017 - logcount_predictions_loss: 0.6873 21/2416 [..............................] - ETA: 5:32 - loss: 1991.7595 - logits_profile_predictions_loss: 1897.6090 - logcount_predictions_loss: 0.6892 22/2416 [..............................] - ETA: 5:32 - loss: 1993.2149 - logits_profile_predictions_loss: 1898.7783 - logcount_predictions_loss: 0.6913 23/2416 [..............................] - ETA: 5:32 - loss: 1994.6431 - logits_profile_predictions_loss: 1899.9262 - logcount_predictions_loss: 0.6934 24/2416 [..............................] - ETA: 5:32 - loss: 1995.9857 - logits_profile_predictions_loss: 1900.9633 - logcount_predictions_loss: 0.6956 25/2416 [..............................] - ETA: 5:32 - loss: 1997.1914 - logits_profile_predictions_loss: 1901.8692 - logcount_predictions_loss: 0.6978 26/2416 [..............................] - ETA: 5:31 - loss: 1998.4814 - logits_profile_predictions_loss: 1902.8821 - logcount_predictions_loss: 0.6998 27/2416 [..............................] - ETA: 5:31 - loss: 1999.6506 - logits_profile_predictions_loss: 1903.8205 - logcount_predictions_loss: 0.7015 28/2416 [..............................] - ETA: 5:31 - loss: 2000.9601 - logits_profile_predictions_loss: 1904.9123 - logcount_predictions_loss: 0.7031 29/2416 [..............................] - ETA: 5:31 - loss: 2002.1034 - logits_profile_predictions_loss: 1905.8602 - logcount_predictions_loss: 0.7046 30/2416 [..............................] - ETA: 5:31 - loss: 2002.9713 - logits_profile_predictions_loss: 1906.5393 - logcount_predictions_loss: 0.7059 31/2416 [..............................] - ETA: 5:31 - loss: 2003.5882 - logits_profile_predictions_loss: 1906.9927 - logcount_predictions_loss: 0.7071 32/2416 [..............................] - ETA: 5:31 - loss: 2004.0298 - logits_profile_predictions_loss: 1907.2682 - logcount_predictions_loss: 0.7084 33/2416 [..............................] - ETA: 5:30 - loss: 2004.1975 - logits_profile_predictions_loss: 1907.2729 - logcount_predictions_loss: 0.7096 34/2416 [..............................] - ETA: 5:30 - loss: 2004.3434 - logits_profile_predictions_loss: 1907.2792 - logcount_predictions_loss: 0.7106 35/2416 [..............................] - ETA: 5:30 - loss: 2004.4265 - logits_profile_predictions_loss: 1907.2193 - logcount_predictions_loss: 0.7116 36/2416 [..............................] - ETA: 5:30 - loss: 2004.3720 - logits_profile_predictions_loss: 1907.0458 - logcount_predictions_loss: 0.7125 37/2416 [..............................] - ETA: 5:30 - loss: 2004.4401 - logits_profile_predictions_loss: 1907.0025 - logcount_predictions_loss: 0.7133 38/2416 [..............................] - ETA: 5:30 - loss: 2004.5716 - logits_profile_predictions_loss: 1907.0214 - logcount_predictions_loss: 0.7141 39/2416 [..............................] - ETA: 5:30 - loss: 2004.6526 - logits_profile_predictions_loss: 1906.9836 - logcount_predictions_loss: 0.7150 40/2416 [..............................] - ETA: 5:29 - loss: 2004.7385 - logits_profile_predictions_loss: 1906.9579 - logcount_predictions_loss: 0.7158 41/2416 [..............................] - ETA: 5:29 - loss: 2004.8712 - logits_profile_predictions_loss: 1907.0077 - logcount_predictions_loss: 0.7164 42/2416 [..............................] - ETA: 5:29 - loss: 2005.0045 - logits_profile_predictions_loss: 1907.0754 - logcount_predictions_loss: 0.7169 43/2416 [..............................] - ETA: 5:29 - loss: 2005.0449 - logits_profile_predictions_loss: 1907.0656 - logcount_predictions_loss: 0.7173 44/2416 [..............................] - ETA: 5:29 - loss: 2005.0531 - logits_profile_predictions_loss: 1907.0319 - logcount_predictions_loss: 0.7176 45/2416 [..............................] - ETA: 5:29 - loss: 2005.0195 - logits_profile_predictions_loss: 1906.9572 - logcount_predictions_loss: 0.7179 46/2416 [..............................] - ETA: 5:28 - loss: 2004.9102 - logits_profile_predictions_loss: 1906.8089 - logcount_predictions_loss: 0.7182 47/2416 [..............................] - ETA: 5:28 - loss: 2004.7702 - logits_profile_predictions_loss: 1906.6320 - logcount_predictions_loss: 0.7184 48/2416 [..............................] - ETA: 5:28 - loss: 2004.5661 - logits_profile_predictions_loss: 1906.3949 - logcount_predictions_loss: 0.7187 49/2416 [..............................] - ETA: 5:28 - loss: 2004.4031 - logits_profile_predictions_loss: 1906.2061 - logcount_predictions_loss: 0.7189 50/2416 [..............................] - ETA: 5:28 - loss: 2004.1940 - logits_profile_predictions_loss: 1905.9578 - logcount_predictions_loss: 0.7192 51/2416 [..............................] - ETA: 5:28 - loss: 2004.0140 - logits_profile_predictions_loss: 1905.7355 - logcount_predictions_loss: 0.7195 52/2416 [..............................] - ETA: 5:28 - loss: 2003.8854 - logits_profile_predictions_loss: 1905.5606 - logcount_predictions_loss: 0.7198 53/2416 [..............................] - ETA: 5:27 - loss: 2003.7630 - logits_profile_predictions_loss: 1905.4019 - logcount_predictions_loss: 0.7201 54/2416 [..............................] - ETA: 5:27 - loss: 2003.7008 - logits_profile_predictions_loss: 1905.3168 - logcount_predictions_loss: 0.7202 55/2416 [..............................] - ETA: 5:27 - loss: 2003.6278 - logits_profile_predictions_loss: 1905.2249 - logcount_predictions_loss: 0.7204 56/2416 [..............................] - ETA: 5:27 - loss: 2003.5398 - logits_profile_predictions_loss: 1905.1133 - logcount_predictions_loss: 0.7205 57/2416 [..............................] - ETA: 5:27 - loss: 2003.6116 - logits_profile_predictions_loss: 1905.1496 - logcount_predictions_loss: 0.7208 58/2416 [..............................] - ETA: 5:27 - loss: 2003.7411 - logits_profile_predictions_loss: 1905.2353 - logcount_predictions_loss: 0.7211 59/2416 [..............................] - ETA: 5:27 - loss: 2003.8901 - logits_profile_predictions_loss: 1905.3438 - logcount_predictions_loss: 0.7214 60/2416 [..............................] - ETA: 5:27 - loss: 2004.0162 - logits_profile_predictions_loss: 1905.4319 - logcount_predictions_loss: 0.7217 61/2416 [..............................] - ETA: 5:26 - loss: 2004.1619 - logits_profile_predictions_loss: 1905.5427 - logcount_predictions_loss: 0.7220 62/2416 [..............................] - ETA: 5:26 - loss: 2004.3385 - logits_profile_predictions_loss: 1905.6874 - logcount_predictions_loss: 0.7222 63/2416 [..............................] - ETA: 5:26 - loss: 2004.5448 - logits_profile_predictions_loss: 1905.8655 - logcount_predictions_loss: 0.7224 64/2416 [..............................] - ETA: 5:26 - loss: 2004.7966 - logits_profile_predictions_loss: 1906.0796 - logcount_predictions_loss: 0.7227 65/2416 [..............................] - ETA: 5:26 - loss: 2005.0517 - logits_profile_predictions_loss: 1906.3062 - logcount_predictions_loss: 0.7229 66/2416 [..............................] - ETA: 5:26 - loss: 2005.3234 - logits_profile_predictions_loss: 1906.5512 - logcount_predictions_loss: 0.7231 67/2416 [..............................] - ETA: 5:25 - loss: 2005.5136 - logits_profile_predictions_loss: 1906.7185 - logcount_predictions_loss: 0.7232 68/2416 [..............................] - ETA: 5:25 - loss: 2005.6805 - logits_profile_predictions_loss: 1906.8577 - logcount_predictions_loss: 0.7234 69/2416 [..............................] - ETA: 5:25 - loss: 2005.8624 - logits_profile_predictions_loss: 1907.0075 - logcount_predictions_loss: 0.7237 70/2416 [..............................] - ETA: 5:25 - loss: 2006.0237 - logits_profile_predictions_loss: 1907.1370 - logcount_predictions_loss: 0.7239 71/2416 [..............................] - ETA: 5:25 - loss: 2006.1825 - logits_profile_predictions_loss: 1907.2603 - logcount_predictions_loss: 0.7242 72/2416 [..............................] - ETA: 5:25 - loss: 2006.3192 - logits_profile_predictions_loss: 1907.3647 - logcount_predictions_loss: 0.7244 73/2416 [..............................] - ETA: 5:25 - loss: 2006.4713 - logits_profile_predictions_loss: 1907.4864 - logcount_predictions_loss: 0.7246 74/2416 [..............................] - ETA: 5:24 - loss: 2006.6066 - logits_profile_predictions_loss: 1907.5900 - logcount_predictions_loss: 0.7249 75/2416 [..............................] - ETA: 5:24 - loss: 2006.7642 - 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logits_profile_predictions_loss: 1912.8589 - logcount_predictions_loss: 0.7385 232/2416 [=>............................] - ETA: 5:02 - loss: 2013.7411 - logits_profile_predictions_loss: 1912.8630 - logcount_predictions_loss: 0.7385 233/2416 [=>............................] - ETA: 5:02 - loss: 2013.7362 - logits_profile_predictions_loss: 1912.8596 - logcount_predictions_loss: 0.7385 234/2416 [=>............................] - ETA: 5:02 - loss: 2013.7267 - logits_profile_predictions_loss: 1912.8517 - logcount_predictions_loss: 0.7385 235/2416 [=>............................] - ETA: 5:02 - loss: 2013.7150 - logits_profile_predictions_loss: 1912.8417 - logcount_predictions_loss: 0.7385 236/2416 [=>............................] - ETA: 5:02 - loss: 2013.7116 - logits_profile_predictions_loss: 1912.8397 - logcount_predictions_loss: 0.7384 237/2416 [=>............................] - ETA: 5:02 - loss: 2013.7082 - logits_profile_predictions_loss: 1912.8377 - logcount_predictions_loss: 0.7384 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logits_profile_predictions_loss: 1912.8938 - logcount_predictions_loss: 0.7384 245/2416 [==>...........................] - ETA: 5:01 - loss: 2013.7739 - logits_profile_predictions_loss: 1912.9088 - logcount_predictions_loss: 0.7384 246/2416 [==>...........................] - ETA: 5:00 - loss: 2013.7896 - logits_profile_predictions_loss: 1912.9249 - logcount_predictions_loss: 0.7384 247/2416 [==>...........................] - ETA: 5:00 - loss: 2013.8061 - logits_profile_predictions_loss: 1912.9418 - logcount_predictions_loss: 0.7384 248/2416 [==>...........................] - ETA: 5:00 - loss: 2013.8227 - logits_profile_predictions_loss: 1912.9584 - logcount_predictions_loss: 0.7384 249/2416 [==>...........................] - ETA: 5:00 - loss: 2013.8401 - logits_profile_predictions_loss: 1912.9756 - logcount_predictions_loss: 0.7384 250/2416 [==>...........................] - ETA: 5:00 - loss: 2013.8583 - logits_profile_predictions_loss: 1912.9940 - logcount_predictions_loss: 0.7384 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logits_profile_predictions_loss: 1913.1042 - logcount_predictions_loss: 0.7384 258/2416 [==>...........................] - ETA: 4:59 - loss: 2013.9779 - logits_profile_predictions_loss: 1913.1156 - logcount_predictions_loss: 0.7384 259/2416 [==>...........................] - ETA: 4:59 - loss: 2013.9871 - logits_profile_predictions_loss: 1913.1250 - logcount_predictions_loss: 0.7384 260/2416 [==>...........................] - ETA: 4:58 - loss: 2013.9980 - logits_profile_predictions_loss: 1913.1364 - logcount_predictions_loss: 0.7384 261/2416 [==>...........................] - ETA: 4:58 - loss: 2014.0088 - logits_profile_predictions_loss: 1913.1474 - logcount_predictions_loss: 0.7384 262/2416 [==>...........................] - ETA: 4:58 - loss: 2014.0215 - logits_profile_predictions_loss: 1913.1600 - logcount_predictions_loss: 0.7384 263/2416 [==>...........................] - ETA: 4:58 - loss: 2014.0324 - logits_profile_predictions_loss: 1913.1710 - logcount_predictions_loss: 0.7384 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logits_profile_predictions_loss: 1913.2488 - logcount_predictions_loss: 0.7384 271/2416 [==>...........................] - ETA: 4:57 - loss: 2014.1185 - logits_profile_predictions_loss: 1913.2534 - logcount_predictions_loss: 0.7384 272/2416 [==>...........................] - ETA: 4:57 - loss: 2014.1237 - logits_profile_predictions_loss: 1913.2580 - logcount_predictions_loss: 0.7384 273/2416 [==>...........................] - ETA: 4:57 - loss: 2014.1259 - logits_profile_predictions_loss: 1913.2600 - logcount_predictions_loss: 0.7384 274/2416 [==>...........................] - ETA: 4:57 - loss: 2014.1257 - logits_profile_predictions_loss: 1913.2597 - logcount_predictions_loss: 0.7384 275/2416 [==>...........................] - ETA: 4:56 - loss: 2014.1255 - logits_profile_predictions_loss: 1913.2592 - logcount_predictions_loss: 0.7384 276/2416 [==>...........................] - ETA: 4:56 - loss: 2014.1276 - logits_profile_predictions_loss: 1913.2613 - logcount_predictions_loss: 0.7384 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logits_profile_predictions_loss: 1913.3170 - logcount_predictions_loss: 0.7384 284/2416 [==>...........................] - ETA: 4:55 - loss: 2014.1964 - logits_profile_predictions_loss: 1913.3298 - logcount_predictions_loss: 0.7384 285/2416 [==>...........................] - ETA: 4:55 - loss: 2014.2079 - logits_profile_predictions_loss: 1913.3416 - logcount_predictions_loss: 0.7384 286/2416 [==>...........................] - ETA: 4:55 - loss: 2014.2188 - logits_profile_predictions_loss: 1913.3530 - logcount_predictions_loss: 0.7384 287/2416 [==>...........................] - ETA: 4:55 - loss: 2014.2273 - logits_profile_predictions_loss: 1913.3624 - logcount_predictions_loss: 0.7384 288/2416 [==>...........................] - ETA: 4:55 - loss: 2014.2311 - logits_profile_predictions_loss: 1913.3674 - logcount_predictions_loss: 0.7384 289/2416 [==>...........................] - ETA: 4:54 - loss: 2014.2323 - logits_profile_predictions_loss: 1913.3700 - logcount_predictions_loss: 0.7384 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logits_profile_predictions_loss: 1913.3788 - logcount_predictions_loss: 0.7383 297/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2265 - logits_profile_predictions_loss: 1913.3803 - logcount_predictions_loss: 0.7383 298/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2286 - logits_profile_predictions_loss: 1913.3842 - logcount_predictions_loss: 0.7382 299/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2309 - logits_profile_predictions_loss: 1913.3887 - logcount_predictions_loss: 0.7382 300/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2344 - logits_profile_predictions_loss: 1913.3942 - logcount_predictions_loss: 0.7382 301/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2396 - logits_profile_predictions_loss: 1913.4018 - logcount_predictions_loss: 0.7382 302/2416 [==>...........................] - ETA: 4:53 - loss: 2014.2472 - logits_profile_predictions_loss: 1913.4114 - logcount_predictions_loss: 0.7382 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logits_profile_predictions_loss: 1913.5430 - logcount_predictions_loss: 0.7381 310/2416 [==>...........................] - ETA: 4:52 - loss: 2014.3840 - logits_profile_predictions_loss: 1913.5635 - logcount_predictions_loss: 0.7381 311/2416 [==>...........................] - ETA: 4:51 - loss: 2014.4017 - logits_profile_predictions_loss: 1913.5835 - logcount_predictions_loss: 0.7381 312/2416 [==>...........................] - ETA: 4:51 - loss: 2014.4206 - logits_profile_predictions_loss: 1913.6049 - logcount_predictions_loss: 0.7380 313/2416 [==>...........................] - ETA: 4:51 - loss: 2014.4407 - logits_profile_predictions_loss: 1913.6275 - logcount_predictions_loss: 0.7380 314/2416 [==>...........................] - ETA: 4:51 - loss: 2014.4595 - logits_profile_predictions_loss: 1913.6492 - logcount_predictions_loss: 0.7380 315/2416 [==>...........................] - ETA: 4:51 - loss: 2014.4766 - logits_profile_predictions_loss: 1913.6693 - logcount_predictions_loss: 0.7380 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logits_profile_predictions_loss: 1913.8083 - logcount_predictions_loss: 0.7378 323/2416 [===>..........................] - ETA: 4:50 - loss: 2014.6124 - logits_profile_predictions_loss: 1913.8299 - logcount_predictions_loss: 0.7378 324/2416 [===>..........................] - ETA: 4:50 - loss: 2014.6290 - logits_profile_predictions_loss: 1913.8498 - logcount_predictions_loss: 0.7378 325/2416 [===>..........................] - ETA: 4:49 - loss: 2014.6454 - logits_profile_predictions_loss: 1913.8693 - logcount_predictions_loss: 0.7377 326/2416 [===>..........................] - ETA: 4:49 - loss: 2014.6619 - logits_profile_predictions_loss: 1913.8889 - logcount_predictions_loss: 0.7377 327/2416 [===>..........................] - ETA: 4:49 - loss: 2014.6803 - logits_profile_predictions_loss: 1913.9102 - logcount_predictions_loss: 0.7377 328/2416 [===>..........................] - ETA: 4:49 - loss: 2014.6976 - logits_profile_predictions_loss: 1913.9307 - logcount_predictions_loss: 0.7377 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316/2416 [==>...........................] - ETA: 4:51 - loss: 1984.8931 - logits_profile_predictions_loss: 1890.7865 - logcount_predictions_loss: 0.6889 317/2416 [==>...........................] - ETA: 4:51 - loss: 1984.8608 - logits_profile_predictions_loss: 1890.7550 - logcount_predictions_loss: 0.6889 318/2416 [==>...........................] - ETA: 4:50 - loss: 1984.8279 - logits_profile_predictions_loss: 1890.7229 - logcount_predictions_loss: 0.6889 319/2416 [==>...........................] - ETA: 4:50 - loss: 1984.7951 - logits_profile_predictions_loss: 1890.6911 - logcount_predictions_loss: 0.6889 320/2416 [==>...........................] - ETA: 4:50 - loss: 1984.7607 - logits_profile_predictions_loss: 1890.6578 - logcount_predictions_loss: 0.6889 321/2416 [==>...........................] - ETA: 4:50 - loss: 1984.7299 - logits_profile_predictions_loss: 1890.6281 - logcount_predictions_loss: 0.6889 322/2416 [==>...........................] - ETA: 4:50 - loss: 1984.6997 - logits_profile_predictions_loss: 1890.5990 - logcount_predictions_loss: 0.6889 323/2416 [===>..........................] - ETA: 4:50 - loss: 1984.6666 - logits_profile_predictions_loss: 1890.5673 - logcount_predictions_loss: 0.6889 324/2416 [===>..........................] - ETA: 4:50 - loss: 1984.6345 - logits_profile_predictions_loss: 1890.5368 - logcount_predictions_loss: 0.6889 325/2416 [===>..........................] - ETA: 4:50 - loss: 1984.6015 - logits_profile_predictions_loss: 1890.5051 - logcount_predictions_loss: 0.6888 326/2416 [===>..........................] - ETA: 4:49 - loss: 1984.5668 - logits_profile_predictions_loss: 1890.4720 - logcount_predictions_loss: 0.6888 327/2416 [===>..........................] - ETA: 4:49 - loss: 1984.5332 - logits_profile_predictions_loss: 1890.4399 - logcount_predictions_loss: 0.6888 328/2416 [===>..........................] - ETA: 4:49 - loss: 1984.5009 - logits_profile_predictions_loss: 1890.4095 - logcount_predictions_loss: 0.6888 329/2416 [===>..........................] - ETA: 4:49 - loss: 1984.4683 - logits_profile_predictions_loss: 1890.3787 - logcount_predictions_loss: 0.6888 330/2416 [===>..........................] - ETA: 4:49 - loss: 1984.4404 - logits_profile_predictions_loss: 1890.3524 - logcount_predictions_loss: 0.6888 331/2416 [===>..........................] - ETA: 4:49 - loss: 1984.4135 - logits_profile_predictions_loss: 1890.3271 - logcount_predictions_loss: 0.6888 332/2416 [===>..........................] - ETA: 4:49 - loss: 1984.3878 - logits_profile_predictions_loss: 1890.3032 - logcount_predictions_loss: 0.6888 333/2416 [===>..........................] - ETA: 4:48 - loss: 1984.3634 - logits_profile_predictions_loss: 1890.2804 - logcount_predictions_loss: 0.6888 334/2416 [===>..........................] - ETA: 4:48 - loss: 1984.3405 - logits_profile_predictions_loss: 1890.2593 - logcount_predictions_loss: 0.6887 335/2416 [===>..........................] - ETA: 4:48 - loss: 1984.3175 - logits_profile_predictions_loss: 1890.2382 - logcount_predictions_loss: 0.6887 336/2416 [===>..........................] - ETA: 4:48 - loss: 1984.2940 - logits_profile_predictions_loss: 1890.2165 - logcount_predictions_loss: 0.6887 337/2416 [===>..........................] - ETA: 4:48 - loss: 1984.2707 - logits_profile_predictions_loss: 1890.1945 - logcount_predictions_loss: 0.6887 338/2416 [===>..........................] - ETA: 4:48 - loss: 1984.2485 - logits_profile_predictions_loss: 1890.1736 - logcount_predictions_loss: 0.6887 339/2416 [===>..........................] - ETA: 4:48 - loss: 1984.2253 - logits_profile_predictions_loss: 1890.1517 - logcount_predictions_loss: 0.6887 340/2416 [===>..........................] - ETA: 4:47 - loss: 1984.2037 - logits_profile_predictions_loss: 1890.1312 - logcount_predictions_loss: 0.6887 341/2416 [===>..........................] - ETA: 4:47 - loss: 1984.1828 - logits_profile_predictions_loss: 1890.1116 - logcount_predictions_loss: 0.6887 342/2416 [===>..........................] - ETA: 4:47 - loss: 1984.1624 - logits_profile_predictions_loss: 1890.0924 - logcount_predictions_loss: 0.6887 343/2416 [===>..........................] - ETA: 4:47 - loss: 1984.1408 - logits_profile_predictions_loss: 1890.0720 - logcount_predictions_loss: 0.6886 344/2416 [===>..........................] - ETA: 4:47 - loss: 1984.1183 - logits_profile_predictions_loss: 1890.0509 - logcount_predictions_loss: 0.6886 345/2416 [===>..........................] - ETA: 4:47 - loss: 1984.0951 - logits_profile_predictions_loss: 1890.0292 - logcount_predictions_loss: 0.6886 346/2416 [===>..........................] - ETA: 4:47 - loss: 1984.0732 - logits_profile_predictions_loss: 1890.0088 - logcount_predictions_loss: 0.6886 347/2416 [===>..........................] - ETA: 4:46 - loss: 1984.0521 - logits_profile_predictions_loss: 1889.9895 - logcount_predictions_loss: 0.6886 348/2416 [===>..........................] - ETA: 4:46 - loss: 1984.0297 - logits_profile_predictions_loss: 1889.9689 - logcount_predictions_loss: 0.6886 349/2416 [===>..........................] - ETA: 4:46 - loss: 1984.0080 - logits_profile_predictions_loss: 1889.9493 - logcount_predictions_loss: 0.6886 350/2416 [===>..........................] - ETA: 4:46 - loss: 1983.9870 - logits_profile_predictions_loss: 1889.9303 - logcount_predictions_loss: 0.6886 351/2416 [===>..........................] - ETA: 4:46 - loss: 1983.9683 - logits_profile_predictions_loss: 1889.9134 - logcount_predictions_loss: 0.6885 352/2416 [===>..........................] - ETA: 4:46 - loss: 1983.9500 - logits_profile_predictions_loss: 1889.8968 - logcount_predictions_loss: 0.6885 353/2416 [===>..........................] - ETA: 4:46 - loss: 1983.9320 - logits_profile_predictions_loss: 1889.8806 - logcount_predictions_loss: 0.6885 354/2416 [===>..........................] - ETA: 4:45 - loss: 1983.9151 - logits_profile_predictions_loss: 1889.8653 - logcount_predictions_loss: 0.6885 355/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8987 - logits_profile_predictions_loss: 1889.8506 - logcount_predictions_loss: 0.6885 356/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8837 - logits_profile_predictions_loss: 1889.8371 - logcount_predictions_loss: 0.6885 357/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8690 - logits_profile_predictions_loss: 1889.8238 - logcount_predictions_loss: 0.6885 358/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8537 - logits_profile_predictions_loss: 1889.8102 - logcount_predictions_loss: 0.6885 359/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8377 - logits_profile_predictions_loss: 1889.7959 - logcount_predictions_loss: 0.6884 360/2416 [===>..........................] - ETA: 4:45 - loss: 1983.8214 - logits_profile_predictions_loss: 1889.7815 - logcount_predictions_loss: 0.6884 361/2416 [===>..........................] - ETA: 4:44 - loss: 1983.8031 - logits_profile_predictions_loss: 1889.7651 - logcount_predictions_loss: 0.6884 362/2416 [===>..........................] - ETA: 4:44 - loss: 1983.7849 - logits_profile_predictions_loss: 1889.7488 - logcount_predictions_loss: 0.6884 363/2416 [===>..........................] - ETA: 4:44 - loss: 1983.7670 - logits_profile_predictions_loss: 1889.7328 - logcount_predictions_loss: 0.6884 364/2416 [===>..........................] - ETA: 4:44 - loss: 1983.7478 - logits_profile_predictions_loss: 1889.7154 - logcount_predictions_loss: 0.6884 365/2416 [===>..........................] - ETA: 4:44 - loss: 1983.7285 - logits_profile_predictions_loss: 1889.6976 - logcount_predictions_loss: 0.6884 366/2416 [===>..........................] - ETA: 4:44 - loss: 1983.7080 - logits_profile_predictions_loss: 1889.6787 - logcount_predictions_loss: 0.6884 367/2416 [===>..........................] - ETA: 4:44 - loss: 1983.6876 - logits_profile_predictions_loss: 1889.6599 - logcount_predictions_loss: 0.6883 368/2416 [===>..........................] - ETA: 4:44 - loss: 1983.6681 - logits_profile_predictions_loss: 1889.6420 - logcount_predictions_loss: 0.6883 369/2416 [===>..........................] - ETA: 4:43 - loss: 1983.6472 - logits_profile_predictions_loss: 1889.6226 - logcount_predictions_loss: 0.6883 370/2416 [===>..........................] - ETA: 4:43 - loss: 1983.6267 - logits_profile_predictions_loss: 1889.6036 - logcount_predictions_loss: 0.6883 371/2416 [===>..........................] - ETA: 4:43 - loss: 1983.6053 - logits_profile_predictions_loss: 1889.5839 - logcount_predictions_loss: 0.6883 372/2416 [===>..........................] - ETA: 4:43 - loss: 1983.5849 - logits_profile_predictions_loss: 1889.5651 - logcount_predictions_loss: 0.6883 373/2416 [===>..........................] - ETA: 4:43 - loss: 1983.5633 - logits_profile_predictions_loss: 1889.5451 - logcount_predictions_loss: 0.6883 374/2416 [===>..........................] - ETA: 4:43 - loss: 1983.5414 - logits_profile_predictions_loss: 1889.5248 - logcount_predictions_loss: 0.6883 375/2416 [===>..........................] - ETA: 4:43 - loss: 1983.5194 - logits_profile_predictions_loss: 1889.5042 - logcount_predictions_loss: 0.6883 376/2416 [===>..........................] - ETA: 4:42 - loss: 1983.4966 - logits_profile_predictions_loss: 1889.4829 - logcount_predictions_loss: 0.6882 377/2416 [===>..........................] - ETA: 4:42 - loss: 1983.4742 - logits_profile_predictions_loss: 1889.4622 - logcount_predictions_loss: 0.6882 378/2416 [===>..........................] - ETA: 4:42 - loss: 1983.4522 - logits_profile_predictions_loss: 1889.4420 - logcount_predictions_loss: 0.6882 379/2416 [===>..........................] - ETA: 4:42 - loss: 1983.4299 - logits_profile_predictions_loss: 1889.4214 - logcount_predictions_loss: 0.6882 380/2416 [===>..........................] - ETA: 4:42 - loss: 1983.4068 - logits_profile_predictions_loss: 1889.4002 - logcount_predictions_loss: 0.6882 381/2416 [===>..........................] - ETA: 4:42 - loss: 1983.3843 - logits_profile_predictions_loss: 1889.3795 - logcount_predictions_loss: 0.6882 382/2416 [===>..........................] - ETA: 4:42 - loss: 1983.3635 - logits_profile_predictions_loss: 1889.3606 - logcount_predictions_loss: 0.6882 383/2416 [===>..........................] - ETA: 4:41 - loss: 1983.3415 - logits_profile_predictions_loss: 1889.3406 - logcount_predictions_loss: 0.6881 384/2416 [===>..........................] - ETA: 4:41 - loss: 1983.3216 - logits_profile_predictions_loss: 1889.3228 - logcount_predictions_loss: 0.6881 385/2416 [===>..........................] - ETA: 4:41 - loss: 1983.3022 - logits_profile_predictions_loss: 1889.3054 - logcount_predictions_loss: 0.6881 386/2416 [===>..........................] - ETA: 4:41 - loss: 1983.2826 - logits_profile_predictions_loss: 1889.2876 - logcount_predictions_loss: 0.6881 387/2416 [===>..........................] - ETA: 4:41 - loss: 1983.2653 - logits_profile_predictions_loss: 1889.2719 - logcount_predictions_loss: 0.6881 388/2416 [===>..........................] - ETA: 4:41 - loss: 1983.2473 - logits_profile_predictions_loss: 1889.2557 - logcount_predictions_loss: 0.6881 389/2416 [===>..........................] - ETA: 4:41 - loss: 1983.2301 - logits_profile_predictions_loss: 1889.2402 - logcount_predictions_loss: 0.6881 390/2416 [===>..........................] - ETA: 4:40 - loss: 1983.2132 - logits_profile_predictions_loss: 1889.2247 - logcount_predictions_loss: 0.6881 391/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1951 - logits_profile_predictions_loss: 1889.2083 - logcount_predictions_loss: 0.6880 392/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1768 - logits_profile_predictions_loss: 1889.1917 - logcount_predictions_loss: 0.6880 393/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1585 - logits_profile_predictions_loss: 1889.1746 - logcount_predictions_loss: 0.6880 394/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1391 - logits_profile_predictions_loss: 1889.1567 - logcount_predictions_loss: 0.6880 395/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1218 - logits_profile_predictions_loss: 1889.1406 - logcount_predictions_loss: 0.6880 396/2416 [===>..........................] - ETA: 4:40 - loss: 1983.1051 - logits_profile_predictions_loss: 1889.1252 - logcount_predictions_loss: 0.6880 397/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0885 - logits_profile_predictions_loss: 1889.1100 - logcount_predictions_loss: 0.6880 398/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0716 - logits_profile_predictions_loss: 1889.0945 - logcount_predictions_loss: 0.6880 399/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0542 - logits_profile_predictions_loss: 1889.0784 - logcount_predictions_loss: 0.6880 400/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0370 - logits_profile_predictions_loss: 1889.0623 - logcount_predictions_loss: 0.6880 401/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0207 - logits_profile_predictions_loss: 1889.0471 - logcount_predictions_loss: 0.6879 402/2416 [===>..........................] - ETA: 4:39 - loss: 1983.0046 - logits_profile_predictions_loss: 1889.0322 - logcount_predictions_loss: 0.6879 403/2416 [====>.........................] - ETA: 4:39 - loss: 1982.9871 - logits_profile_predictions_loss: 1889.0159 - logcount_predictions_loss: 0.6879 404/2416 [====>.........................] - ETA: 4:39 - loss: 1982.9706 - logits_profile_predictions_loss: 1889.0007 - logcount_predictions_loss: 0.6879 405/2416 [====>.........................] - ETA: 4:38 - loss: 1982.9541 - logits_profile_predictions_loss: 1888.9855 - logcount_predictions_loss: 0.6879 406/2416 [====>.........................] - ETA: 4:38 - loss: 1982.9368 - logits_profile_predictions_loss: 1888.9697 - logcount_predictions_loss: 0.6879 407/2416 [====>.........................] - ETA: 4:38 - loss: 1982.9202 - logits_profile_predictions_loss: 1888.9546 - logcount_predictions_loss: 0.6879 408/2416 [====>.........................] - ETA: 4:38 - loss: 1982.9034 - logits_profile_predictions_loss: 1888.9395 - logcount_predictions_loss: 0.6879 409/2416 [====>.........................] - ETA: 4:38 - loss: 1982.8855 - logits_profile_predictions_loss: 1888.9234 - logcount_predictions_loss: 0.6879 410/2416 [====>.........................] - ETA: 4:38 - loss: 1982.8676 - logits_profile_predictions_loss: 1888.9073 - logcount_predictions_loss: 0.6879 411/2416 [====>.........................] - ETA: 4:38 - loss: 1982.8477 - logits_profile_predictions_loss: 1888.8893 - logcount_predictions_loss: 0.6878 412/2416 [====>.........................] - ETA: 4:37 - loss: 1982.8283 - logits_profile_predictions_loss: 1888.8718 - logcount_predictions_loss: 0.6878 413/2416 [====>.........................] - ETA: 4:37 - loss: 1982.8092 - logits_profile_predictions_loss: 1888.8546 - logcount_predictions_loss: 0.6878 414/2416 [====>.........................] - ETA: 4:37 - loss: 1982.7898 - logits_profile_predictions_loss: 1888.8370 - logcount_predictions_loss: 0.6878 415/2416 [====>.........................] - ETA: 4:37 - loss: 1982.7713 - logits_profile_predictions_loss: 1888.8206 - logcount_predictions_loss: 0.6878 416/2416 [====>.........................] - ETA: 4:37 - loss: 1982.7535 - logits_profile_predictions_loss: 1888.8048 - logcount_predictions_loss: 0.6878 417/2416 [====>.........................] - ETA: 4:37 - loss: 1982.7367 - logits_profile_predictions_loss: 1888.7900 - logcount_predictions_loss: 0.6878 418/2416 [====>.........................] - ETA: 4:37 - loss: 1982.7210 - logits_profile_predictions_loss: 1888.7764 - logcount_predictions_loss: 0.6877 419/2416 [====>.........................] - ETA: 4:36 - loss: 1982.7071 - logits_profile_predictions_loss: 1888.7648 - logcount_predictions_loss: 0.6877 420/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6941 - logits_profile_predictions_loss: 1888.7540 - logcount_predictions_loss: 0.6877 421/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6815 - logits_profile_predictions_loss: 1888.7436 - logcount_predictions_loss: 0.6877 422/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6689 - logits_profile_predictions_loss: 1888.7331 - logcount_predictions_loss: 0.6877 423/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6554 - logits_profile_predictions_loss: 1888.7216 - logcount_predictions_loss: 0.6877 424/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6409 - logits_profile_predictions_loss: 1888.7092 - logcount_predictions_loss: 0.6876 425/2416 [====>.........................] - ETA: 4:36 - loss: 1982.6260 - logits_profile_predictions_loss: 1888.6965 - logcount_predictions_loss: 0.6876 426/2416 [====>.........................] - ETA: 4:35 - loss: 1982.6100 - logits_profile_predictions_loss: 1888.6828 - logcount_predictions_loss: 0.6876 427/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5929 - logits_profile_predictions_loss: 1888.6677 - logcount_predictions_loss: 0.6876 428/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5753 - logits_profile_predictions_loss: 1888.6519 - logcount_predictions_loss: 0.6876 429/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5588 - logits_profile_predictions_loss: 1888.6375 - logcount_predictions_loss: 0.6876 430/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5424 - logits_profile_predictions_loss: 1888.6232 - logcount_predictions_loss: 0.6876 431/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5265 - logits_profile_predictions_loss: 1888.6094 - logcount_predictions_loss: 0.6875 432/2416 [====>.........................] - ETA: 4:35 - loss: 1982.5091 - logits_profile_predictions_loss: 1888.5940 - logcount_predictions_loss: 0.6875 433/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4924 - logits_profile_predictions_loss: 1888.5792 - logcount_predictions_loss: 0.6875 434/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4763 - logits_profile_predictions_loss: 1888.5647 - logcount_predictions_loss: 0.6875 435/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4621 - logits_profile_predictions_loss: 1888.5521 - logcount_predictions_loss: 0.6875 436/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4471 - logits_profile_predictions_loss: 1888.5385 - logcount_predictions_loss: 0.6875 437/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4332 - logits_profile_predictions_loss: 1888.5262 - logcount_predictions_loss: 0.6875 438/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4199 - logits_profile_predictions_loss: 1888.5144 - logcount_predictions_loss: 0.6875 439/2416 [====>.........................] - ETA: 4:34 - loss: 1982.4061 - logits_profile_predictions_loss: 1888.5021 - logcount_predictions_loss: 0.6874 440/2416 [====>.........................] - ETA: 4:34 - loss: 1982.3915 - logits_profile_predictions_loss: 1888.4892 - logcount_predictions_loss: 0.6874 441/2416 [====>.........................] - ETA: 4:33 - loss: 1982.3756 - logits_profile_predictions_loss: 1888.4751 - logcount_predictions_loss: 0.6874 442/2416 [====>.........................] - ETA: 4:33 - loss: 1982.3590 - logits_profile_predictions_loss: 1888.4602 - logcount_predictions_loss: 0.6874 443/2416 [====>.........................] - ETA: 4:33 - loss: 1982.3429 - logits_profile_predictions_loss: 1888.4460 - logcount_predictions_loss: 0.6874 444/2416 [====>.........................] - ETA: 4:33 - loss: 1982.3263 - logits_profile_predictions_loss: 1888.4312 - logcount_predictions_loss: 0.6874 445/2416 [====>.........................] - ETA: 4:33 - loss: 1982.3104 - logits_profile_predictions_loss: 1888.4171 - logcount_predictions_loss: 0.6874 446/2416 [====>.........................] - ETA: 4:33 - loss: 1982.2950 - logits_profile_predictions_loss: 1888.4034 - logcount_predictions_loss: 0.6873 447/2416 [====>.........................] - ETA: 4:33 - loss: 1982.2796 - logits_profile_predictions_loss: 1888.3898 - logcount_predictions_loss: 0.6873 448/2416 [====>.........................] - ETA: 4:32 - loss: 1982.2638 - logits_profile_predictions_loss: 1888.3759 - logcount_predictions_loss: 0.6873 449/2416 [====>.........................] - ETA: 4:32 - loss: 1982.2491 - logits_profile_predictions_loss: 1888.3631 - logcount_predictions_loss: 0.6873 450/2416 [====>.........................] - ETA: 4:32 - loss: 1982.2352 - logits_profile_predictions_loss: 1888.3511 - logcount_predictions_loss: 0.6873 451/2416 [====>.........................] - ETA: 4:32 - loss: 1982.2218 - logits_profile_predictions_loss: 1888.3396 - logcount_predictions_loss: 0.6873 452/2416 [====>.........................] - ETA: 4:32 - loss: 1982.2092 - logits_profile_predictions_loss: 1888.3289 - logcount_predictions_loss: 0.6873 453/2416 [====>.........................] - ETA: 4:32 - loss: 1982.1957 - logits_profile_predictions_loss: 1888.3172 - logcount_predictions_loss: 0.6873 454/2416 [====>.........................] - ETA: 4:32 - loss: 1982.1826 - logits_profile_predictions_loss: 1888.3059 - logcount_predictions_loss: 0.6872 455/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1702 - logits_profile_predictions_loss: 1888.2953 - logcount_predictions_loss: 0.6872 456/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1574 - logits_profile_predictions_loss: 1888.2843 - logcount_predictions_loss: 0.6872 457/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1446 - logits_profile_predictions_loss: 1888.2734 - logcount_predictions_loss: 0.6872 458/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1314 - logits_profile_predictions_loss: 1888.2620 - logcount_predictions_loss: 0.6872 459/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1190 - logits_profile_predictions_loss: 1888.2515 - logcount_predictions_loss: 0.6872 460/2416 [====>.........................] - ETA: 4:31 - loss: 1982.1065 - logits_profile_predictions_loss: 1888.2409 - logcount_predictions_loss: 0.6872 461/2416 [====>.........................] - ETA: 4:31 - loss: 1982.0949 - logits_profile_predictions_loss: 1888.2311 - logcount_predictions_loss: 0.6871 462/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0835 - logits_profile_predictions_loss: 1888.2216 - logcount_predictions_loss: 0.6871 463/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0720 - logits_profile_predictions_loss: 1888.2117 - logcount_predictions_loss: 0.6871 464/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0617 - logits_profile_predictions_loss: 1888.2030 - logcount_predictions_loss: 0.6871 465/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0518 - logits_profile_predictions_loss: 1888.1946 - logcount_predictions_loss: 0.6871 466/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0422 - logits_profile_predictions_loss: 1888.1865 - logcount_predictions_loss: 0.6871 467/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0327 - logits_profile_predictions_loss: 1888.1784 - logcount_predictions_loss: 0.6871 468/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0232 - logits_profile_predictions_loss: 1888.1704 - logcount_predictions_loss: 0.6871 469/2416 [====>.........................] - ETA: 4:30 - loss: 1982.0132 - logits_profile_predictions_loss: 1888.1618 - logcount_predictions_loss: 0.6871 470/2416 [====>.........................] - ETA: 4:29 - loss: 1982.0034 - logits_profile_predictions_loss: 1888.1532 - logcount_predictions_loss: 0.6870 471/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9924 - logits_profile_predictions_loss: 1888.1435 - logcount_predictions_loss: 0.6870 472/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9814 - logits_profile_predictions_loss: 1888.1337 - logcount_predictions_loss: 0.6870 473/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9707 - logits_profile_predictions_loss: 1888.1242 - logcount_predictions_loss: 0.6870 474/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9594 - logits_profile_predictions_loss: 1888.1140 - logcount_predictions_loss: 0.6870 475/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9479 - logits_profile_predictions_loss: 1888.1037 - logcount_predictions_loss: 0.6870 476/2416 [====>.........................] - ETA: 4:29 - loss: 1981.9378 - logits_profile_predictions_loss: 1888.0947 - logcount_predictions_loss: 0.6870 477/2416 [====>.........................] - ETA: 4:28 - loss: 1981.9284 - logits_profile_predictions_loss: 1888.0863 - logcount_predictions_loss: 0.6870 478/2416 [====>.........................] - ETA: 4:28 - loss: 1981.9197 - logits_profile_predictions_loss: 1888.0785 - logcount_predictions_loss: 0.6870 479/2416 [====>.........................] - ETA: 4:28 - loss: 1981.9115 - logits_profile_predictions_loss: 1888.0713 - logcount_predictions_loss: 0.6870 480/2416 [====>.........................] - ETA: 4:28 - loss: 1981.9041 - logits_profile_predictions_loss: 1888.0648 - logcount_predictions_loss: 0.6870 481/2416 [====>.........................] - ETA: 4:28 - loss: 1981.8976 - logits_profile_predictions_loss: 1888.0591 - logcount_predictions_loss: 0.6870 482/2416 [====>.........................] - ETA: 4:28 - loss: 1981.8911 - logits_profile_predictions_loss: 1888.0537 - logcount_predictions_loss: 0.6870 483/2416 [====>.........................] - ETA: 4:28 - loss: 1981.8841 - logits_profile_predictions_loss: 1888.0478 - logcount_predictions_loss: 0.6869 484/2416 [=====>........................] - ETA: 4:27 - loss: 1981.8773 - logits_profile_predictions_loss: 1888.0421 - logcount_predictions_loss: 0.6869 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logits_profile_predictions_loss: 1888.0078 - logcount_predictions_loss: 0.6869 492/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8282 - logits_profile_predictions_loss: 1888.0020 - logcount_predictions_loss: 0.6869 493/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8222 - logits_profile_predictions_loss: 1887.9969 - logcount_predictions_loss: 0.6869 494/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8166 - logits_profile_predictions_loss: 1887.9922 - logcount_predictions_loss: 0.6869 495/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8120 - logits_profile_predictions_loss: 1887.9886 - logcount_predictions_loss: 0.6869 496/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8066 - logits_profile_predictions_loss: 1887.9841 - logcount_predictions_loss: 0.6868 497/2416 [=====>........................] - ETA: 4:26 - loss: 1981.8015 - logits_profile_predictions_loss: 1887.9800 - logcount_predictions_loss: 0.6868 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logits_profile_predictions_loss: 1887.9592 - logcount_predictions_loss: 0.6868 505/2416 [=====>........................] - ETA: 4:25 - loss: 1981.7695 - logits_profile_predictions_loss: 1887.9561 - logcount_predictions_loss: 0.6868 506/2416 [=====>........................] - ETA: 4:24 - loss: 1981.7665 - logits_profile_predictions_loss: 1887.9540 - logcount_predictions_loss: 0.6868 507/2416 [=====>........................] - ETA: 4:24 - loss: 1981.7633 - logits_profile_predictions_loss: 1887.9517 - logcount_predictions_loss: 0.6868 508/2416 [=====>........................] - ETA: 4:24 - loss: 1981.7608 - logits_profile_predictions_loss: 1887.9502 - logcount_predictions_loss: 0.6868 509/2416 [=====>........................] - ETA: 4:24 - loss: 1981.7579 - logits_profile_predictions_loss: 1887.9484 - logcount_predictions_loss: 0.6867 510/2416 [=====>........................] - ETA: 4:24 - loss: 1981.7541 - logits_profile_predictions_loss: 1887.9455 - logcount_predictions_loss: 0.6867 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logits_profile_predictions_loss: 1887.9341 - logcount_predictions_loss: 0.6867 518/2416 [=====>........................] - ETA: 4:23 - loss: 1981.7318 - logits_profile_predictions_loss: 1887.9305 - logcount_predictions_loss: 0.6867 519/2416 [=====>........................] - ETA: 4:23 - loss: 1981.7273 - logits_profile_predictions_loss: 1887.9268 - logcount_predictions_loss: 0.6867 520/2416 [=====>........................] - ETA: 4:22 - loss: 1981.7244 - logits_profile_predictions_loss: 1887.9246 - logcount_predictions_loss: 0.6867 521/2416 [=====>........................] - ETA: 4:22 - loss: 1981.7216 - logits_profile_predictions_loss: 1887.9224 - logcount_predictions_loss: 0.6867 522/2416 [=====>........................] - ETA: 4:22 - loss: 1981.7191 - logits_profile_predictions_loss: 1887.9206 - logcount_predictions_loss: 0.6867 523/2416 [=====>........................] - ETA: 4:22 - loss: 1981.7162 - logits_profile_predictions_loss: 1887.9183 - logcount_predictions_loss: 0.6867 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logits_profile_predictions_loss: 1887.9080 - logcount_predictions_loss: 0.6866 531/2416 [=====>........................] - ETA: 4:21 - loss: 1981.6977 - logits_profile_predictions_loss: 1887.9060 - logcount_predictions_loss: 0.6866 532/2416 [=====>........................] - ETA: 4:21 - loss: 1981.6961 - logits_profile_predictions_loss: 1887.9050 - logcount_predictions_loss: 0.6866 533/2416 [=====>........................] - ETA: 4:21 - loss: 1981.6946 - logits_profile_predictions_loss: 1887.9043 - logcount_predictions_loss: 0.6866 534/2416 [=====>........................] - ETA: 4:20 - loss: 1981.6933 - logits_profile_predictions_loss: 1887.9038 - logcount_predictions_loss: 0.6866 535/2416 [=====>........................] - ETA: 4:20 - loss: 1981.6918 - logits_profile_predictions_loss: 1887.9031 - logcount_predictions_loss: 0.6866 536/2416 [=====>........................] - ETA: 4:20 - loss: 1981.6896 - logits_profile_predictions_loss: 1887.9017 - logcount_predictions_loss: 0.6866 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logits_profile_predictions_loss: 1887.8876 - logcount_predictions_loss: 0.6865 544/2416 [=====>........................] - ETA: 4:19 - loss: 1981.6663 - logits_profile_predictions_loss: 1887.8852 - logcount_predictions_loss: 0.6865 545/2416 [=====>........................] - ETA: 4:19 - loss: 1981.6630 - logits_profile_predictions_loss: 1887.8829 - logcount_predictions_loss: 0.6865 546/2416 [=====>........................] - ETA: 4:19 - loss: 1981.6599 - logits_profile_predictions_loss: 1887.8807 - logcount_predictions_loss: 0.6865 547/2416 [=====>........................] - ETA: 4:19 - loss: 1981.6567 - logits_profile_predictions_loss: 1887.8784 - logcount_predictions_loss: 0.6865 548/2416 [=====>........................] - ETA: 4:19 - loss: 1981.6527 - logits_profile_predictions_loss: 1887.8752 - logcount_predictions_loss: 0.6865 549/2416 [=====>........................] - ETA: 4:18 - loss: 1981.6487 - logits_profile_predictions_loss: 1887.8723 - logcount_predictions_loss: 0.6865 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logits_profile_predictions_loss: 1887.8532 - logcount_predictions_loss: 0.6864 557/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6177 - logits_profile_predictions_loss: 1887.8506 - logcount_predictions_loss: 0.6864 558/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6147 - logits_profile_predictions_loss: 1887.8485 - logcount_predictions_loss: 0.6864 559/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6114 - logits_profile_predictions_loss: 1887.8463 - logcount_predictions_loss: 0.6864 560/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6089 - logits_profile_predictions_loss: 1887.8447 - logcount_predictions_loss: 0.6864 561/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6064 - logits_profile_predictions_loss: 1887.8434 - logcount_predictions_loss: 0.6864 562/2416 [=====>........................] - ETA: 4:17 - loss: 1981.6043 - logits_profile_predictions_loss: 1887.8424 - logcount_predictions_loss: 0.6864 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logits_profile_predictions_loss: 1887.8418 - logcount_predictions_loss: 0.6863 570/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5952 - logits_profile_predictions_loss: 1887.8427 - logcount_predictions_loss: 0.6863 571/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5944 - logits_profile_predictions_loss: 1887.8432 - logcount_predictions_loss: 0.6863 572/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5943 - logits_profile_predictions_loss: 1887.8442 - logcount_predictions_loss: 0.6863 573/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5945 - logits_profile_predictions_loss: 1887.8456 - logcount_predictions_loss: 0.6863 574/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5943 - logits_profile_predictions_loss: 1887.8467 - logcount_predictions_loss: 0.6863 575/2416 [======>.......................] - ETA: 4:15 - loss: 1981.5936 - logits_profile_predictions_loss: 1887.8471 - logcount_predictions_loss: 0.6863 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logcount_predictions_loss: 0.6835 2410/2416 [============================>.] - ETA: 0s - loss: 1988.0505 - logits_profile_predictions_loss: 1894.6845 - logcount_predictions_loss: 0.6835 2411/2416 [============================>.] - ETA: 0s - loss: 1988.0516 - logits_profile_predictions_loss: 1894.6857 - logcount_predictions_loss: 0.6835 2412/2416 [============================>.] - ETA: 0s - loss: 1988.0527 - logits_profile_predictions_loss: 1894.6868 - logcount_predictions_loss: 0.6835 2413/2416 [============================>.] - ETA: 0s - loss: 1988.0539 - logits_profile_predictions_loss: 1894.6879 - logcount_predictions_loss: 0.6835 2414/2416 [============================>.] - ETA: 0s - loss: 1988.0550 - logits_profile_predictions_loss: 1894.6890 - logcount_predictions_loss: 0.6835 2415/2416 [============================>.] - ETA: 0s - loss: 1988.0561 - logits_profile_predictions_loss: 1894.6902 - logcount_predictions_loss: 0.6835 2416/2416 [==============================] - ETA: 0s - loss: 1988.0572 - logits_profile_predictions_loss: 1894.6913 - logcount_predictions_loss: 0.6835 2416/2416 [==============================] - 354s 147ms/step - loss: 1988.0583 - logits_profile_predictions_loss: 1894.6924 - logcount_predictions_loss: 0.6835 - val_loss: 2271.1150 - val_logits_profile_predictions_loss: 2171.1504 - val_logcount_predictions_loss: 0.7318 Epoch 00006: val_loss did not improve from 2256.61377 Epoch 7/50 1/2416 [..............................] - ETA: 6:39 - loss: 1673.9188 - logits_profile_predictions_loss: 1575.1016 - logcount_predictions_loss: 0.7234 2/2416 [..............................] - ETA: 5:36 - loss: 1735.1453 - logits_profile_predictions_loss: 1642.7249 - logcount_predictions_loss: 0.6766 3/2416 [..............................] - ETA: 5:35 - loss: 1777.8799 - logits_profile_predictions_loss: 1687.0151 - logcount_predictions_loss: 0.6652 4/2416 [..............................] - ETA: 5:34 - loss: 1807.0609 - logits_profile_predictions_loss: 1715.7686 - logcount_predictions_loss: 0.6683 5/2416 [..............................] - ETA: 5:34 - loss: 1822.1564 - logits_profile_predictions_loss: 1731.2230 - logcount_predictions_loss: 0.6657 6/2416 [..............................] - ETA: 5:34 - loss: 1832.6842 - logits_profile_predictions_loss: 1742.4250 - logcount_predictions_loss: 0.6608 7/2416 [..............................] - ETA: 5:34 - loss: 1838.8645 - logits_profile_predictions_loss: 1749.2024 - logcount_predictions_loss: 0.6564 8/2416 [..............................] - ETA: 5:33 - loss: 1847.6544 - logits_profile_predictions_loss: 1758.5831 - logcount_predictions_loss: 0.6521 9/2416 [..............................] - ETA: 5:33 - loss: 1853.5228 - logits_profile_predictions_loss: 1764.4734 - logcount_predictions_loss: 0.6519 10/2416 [..............................] - ETA: 5:33 - loss: 1857.0852 - logits_profile_predictions_loss: 1768.0512 - logcount_predictions_loss: 0.6518 11/2416 [..............................] - ETA: 5:33 - 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logcount_predictions_loss: 0.6530 18/2416 [..............................] - ETA: 5:32 - loss: 1884.5340 - logits_profile_predictions_loss: 1795.3830 - logcount_predictions_loss: 0.6526 19/2416 [..............................] - ETA: 5:31 - loss: 1886.7561 - logits_profile_predictions_loss: 1797.6570 - logcount_predictions_loss: 0.6523 20/2416 [..............................] - ETA: 5:31 - loss: 1888.8202 - logits_profile_predictions_loss: 1799.8016 - logcount_predictions_loss: 0.6517 21/2416 [..............................] - ETA: 5:31 - loss: 1890.5784 - logits_profile_predictions_loss: 1801.6814 - logcount_predictions_loss: 0.6508 22/2416 [..............................] - ETA: 5:31 - loss: 1892.1160 - logits_profile_predictions_loss: 1803.3487 - logcount_predictions_loss: 0.6498 23/2416 [..............................] - ETA: 5:31 - loss: 1893.2221 - logits_profile_predictions_loss: 1804.6052 - logcount_predictions_loss: 0.6487 24/2416 [..............................] - ETA: 5:31 - 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logcount_predictions_loss: 0.6452 31/2416 [..............................] - ETA: 5:30 - loss: 1900.6891 - logits_profile_predictions_loss: 1812.6326 - logcount_predictions_loss: 0.6446 32/2416 [..............................] - ETA: 5:30 - loss: 1901.0990 - logits_profile_predictions_loss: 1813.1088 - logcount_predictions_loss: 0.6441 33/2416 [..............................] - ETA: 5:30 - loss: 1901.5027 - logits_profile_predictions_loss: 1813.5841 - logcount_predictions_loss: 0.6436 34/2416 [..............................] - ETA: 5:29 - loss: 1901.9756 - logits_profile_predictions_loss: 1814.1212 - logcount_predictions_loss: 0.6431 35/2416 [..............................] - ETA: 5:29 - loss: 1902.2871 - logits_profile_predictions_loss: 1814.4901 - logcount_predictions_loss: 0.6427 36/2416 [..............................] - ETA: 5:29 - loss: 1902.6065 - logits_profile_predictions_loss: 1814.8874 - logcount_predictions_loss: 0.6422 37/2416 [..............................] - ETA: 5:29 - 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logcount_predictions_loss: 0.6060 2411/2416 [============================>.] - ETA: 0s - loss: 1947.6752 - logits_profile_predictions_loss: 1864.8935 - logcount_predictions_loss: 0.6060 2412/2416 [============================>.] - ETA: 0s - loss: 1947.6748 - logits_profile_predictions_loss: 1864.8928 - logcount_predictions_loss: 0.6060 2413/2416 [============================>.] - ETA: 0s - loss: 1947.6743 - logits_profile_predictions_loss: 1864.8922 - logcount_predictions_loss: 0.6060 2414/2416 [============================>.] - ETA: 0s - loss: 1947.6738 - logits_profile_predictions_loss: 1864.8915 - logcount_predictions_loss: 0.6060 2415/2416 [============================>.] - ETA: 0s - loss: 1947.6734 - logits_profile_predictions_loss: 1864.8909 - logcount_predictions_loss: 0.6060 2416/2416 [==============================] - ETA: 0s - loss: 1947.6729 - logits_profile_predictions_loss: 1864.8903 - logcount_predictions_loss: 0.6060 2416/2416 [==============================] - 355s 147ms/step - loss: 1947.6725 - logits_profile_predictions_loss: 1864.8896 - logcount_predictions_loss: 0.6060 - val_loss: 2265.3098 - val_logits_profile_predictions_loss: 2164.6116 - val_logcount_predictions_loss: 0.7372 Epoch 00009: val_loss did not improve from 2246.95752 Epoch 10/50 1/2416 [..............................] - ETA: 6:40 - loss: 2080.0447 - logits_profile_predictions_loss: 2017.1995 - logcount_predictions_loss: 0.4601 2/2416 [..............................] - ETA: 6:01 - loss: 1968.0767 - logits_profile_predictions_loss: 1893.1484 - logcount_predictions_loss: 0.5485 3/2416 [..............................] - ETA: 5:47 - loss: 1913.4652 - logits_profile_predictions_loss: 1834.2744 - logcount_predictions_loss: 0.5797 4/2416 [..............................] - ETA: 5:43 - loss: 1898.7061 - logits_profile_predictions_loss: 1818.4427 - logcount_predictions_loss: 0.5876 5/2416 [..............................] - ETA: 5:40 - loss: 1881.0693 - logits_profile_predictions_loss: 1801.2541 - logcount_predictions_loss: 0.5843 6/2416 [..............................] - ETA: 5:39 - loss: 1866.7563 - logits_profile_predictions_loss: 1787.5371 - logcount_predictions_loss: 0.5799 7/2416 [..............................] - ETA: 5:38 - loss: 1854.8441 - logits_profile_predictions_loss: 1776.1176 - logcount_predictions_loss: 0.5763 8/2416 [..............................] - ETA: 5:37 - loss: 1848.1230 - logits_profile_predictions_loss: 1769.0707 - logcount_predictions_loss: 0.5787 9/2416 [..............................] - ETA: 5:37 - loss: 1843.5012 - logits_profile_predictions_loss: 1764.3124 - logcount_predictions_loss: 0.5797 10/2416 [..............................] - ETA: 5:36 - loss: 1840.9762 - logits_profile_predictions_loss: 1761.8313 - logcount_predictions_loss: 0.5794 11/2416 [..............................] - ETA: 5:36 - loss: 1839.7342 - logits_profile_predictions_loss: 1760.4285 - logcount_predictions_loss: 0.5806 12/2416 [..............................] - ETA: 5:35 - loss: 1838.8633 - logits_profile_predictions_loss: 1759.4023 - logcount_predictions_loss: 0.5817 13/2416 [..............................] - ETA: 5:35 - loss: 1839.1510 - logits_profile_predictions_loss: 1759.5446 - logcount_predictions_loss: 0.5828 14/2416 [..............................] - ETA: 5:34 - loss: 1840.0411 - logits_profile_predictions_loss: 1760.3159 - logcount_predictions_loss: 0.5836 15/2416 [..............................] - ETA: 5:34 - loss: 1840.2291 - logits_profile_predictions_loss: 1760.3618 - logcount_predictions_loss: 0.5847 16/2416 [..............................] - ETA: 5:34 - loss: 1840.2572 - logits_profile_predictions_loss: 1760.2615 - logcount_predictions_loss: 0.5856 17/2416 [..............................] - ETA: 5:34 - loss: 1840.4128 - logits_profile_predictions_loss: 1760.3661 - logcount_predictions_loss: 0.5860 18/2416 [..............................] - ETA: 5:34 - loss: 1840.4607 - logits_profile_predictions_loss: 1760.3767 - logcount_predictions_loss: 0.5863 19/2416 [..............................] - ETA: 5:33 - loss: 1840.5666 - logits_profile_predictions_loss: 1760.4663 - logcount_predictions_loss: 0.5864 20/2416 [..............................] - ETA: 5:33 - loss: 1841.3475 - logits_profile_predictions_loss: 1761.2297 - logcount_predictions_loss: 0.5865 21/2416 [..............................] - ETA: 5:33 - loss: 1842.4267 - logits_profile_predictions_loss: 1762.2930 - logcount_predictions_loss: 0.5866 22/2416 [..............................] - ETA: 5:33 - loss: 1843.8641 - logits_profile_predictions_loss: 1763.7081 - logcount_predictions_loss: 0.5868 23/2416 [..............................] - ETA: 5:32 - loss: 1845.3669 - logits_profile_predictions_loss: 1765.2020 - logcount_predictions_loss: 0.5869 24/2416 [..............................] - ETA: 5:32 - loss: 1846.8764 - logits_profile_predictions_loss: 1766.6596 - logcount_predictions_loss: 0.5872 25/2416 [..............................] - ETA: 5:32 - 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loss: 1862.1068 - logits_profile_predictions_loss: 1781.6006 - logcount_predictions_loss: 0.5894 39/2416 [..............................] - ETA: 5:30 - loss: 1862.9469 - logits_profile_predictions_loss: 1782.4499 - logcount_predictions_loss: 0.5893 40/2416 [..............................] - ETA: 5:30 - loss: 1863.8331 - logits_profile_predictions_loss: 1783.3468 - logcount_predictions_loss: 0.5892 41/2416 [..............................] - ETA: 5:29 - loss: 1864.6187 - logits_profile_predictions_loss: 1784.1535 - logcount_predictions_loss: 0.5891 42/2416 [..............................] - ETA: 5:29 - loss: 1865.3440 - logits_profile_predictions_loss: 1784.8973 - logcount_predictions_loss: 0.5889 43/2416 [..............................] - ETA: 5:29 - loss: 1866.0613 - logits_profile_predictions_loss: 1785.6290 - logcount_predictions_loss: 0.5888 44/2416 [..............................] - ETA: 5:29 - loss: 1866.8767 - logits_profile_predictions_loss: 1786.4614 - 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val_logits_profile_predictions_loss: 2162.6550 - val_logcount_predictions_loss: 0.7325 Epoch 00010: val_loss did not improve from 2246.95752 Epoch 11/50 1/2416 [..............................] - ETA: 6:40 - loss: 1802.2614 - logits_profile_predictions_loss: 1707.1849 - logcount_predictions_loss: 0.6960 2/2416 [..............................] - ETA: 6:00 - loss: 1864.4968 - logits_profile_predictions_loss: 1770.1413 - logcount_predictions_loss: 0.6907 3/2416 [..............................] - ETA: 5:47 - loss: 1896.2031 - logits_profile_predictions_loss: 1800.2269 - logcount_predictions_loss: 0.7026 4/2416 [..............................] - ETA: 5:43 - loss: 1915.6628 - logits_profile_predictions_loss: 1820.7259 - logcount_predictions_loss: 0.6950 5/2416 [..............................] - ETA: 5:40 - loss: 1925.2292 - logits_profile_predictions_loss: 1830.8603 - logcount_predictions_loss: 0.6908 6/2416 [..............................] - ETA: 5:39 - loss: 1935.0236 - 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[..............................] - ETA: 5:35 - loss: 1944.4440 - logits_profile_predictions_loss: 1855.0248 - logcount_predictions_loss: 0.6546 14/2416 [..............................] - ETA: 5:35 - loss: 1942.6190 - logits_profile_predictions_loss: 1853.3294 - logcount_predictions_loss: 0.6537 15/2416 [..............................] - ETA: 5:34 - loss: 1941.5111 - logits_profile_predictions_loss: 1852.3316 - logcount_predictions_loss: 0.6529 16/2416 [..............................] - ETA: 5:34 - loss: 1940.7353 - logits_profile_predictions_loss: 1851.7075 - logcount_predictions_loss: 0.6517 17/2416 [..............................] - ETA: 5:34 - loss: 1939.7144 - logits_profile_predictions_loss: 1850.9036 - logcount_predictions_loss: 0.6502 18/2416 [..............................] - ETA: 5:34 - loss: 1939.0538 - logits_profile_predictions_loss: 1850.5207 - logcount_predictions_loss: 0.6481 19/2416 [..............................] - ETA: 5:33 - loss: 1938.1830 - logits_profile_predictions_loss: 1849.8487 - logcount_predictions_loss: 0.6467 20/2416 [..............................] - ETA: 5:33 - loss: 1937.3075 - logits_profile_predictions_loss: 1849.0893 - logcount_predictions_loss: 0.6458 21/2416 [..............................] - ETA: 5:33 - loss: 1936.3696 - logits_profile_predictions_loss: 1848.2571 - logcount_predictions_loss: 0.6450 22/2416 [..............................] - ETA: 5:33 - loss: 1935.9609 - logits_profile_predictions_loss: 1847.9379 - logcount_predictions_loss: 0.6444 23/2416 [..............................] - ETA: 5:33 - loss: 1935.3127 - logits_profile_predictions_loss: 1847.3741 - logcount_predictions_loss: 0.6438 24/2416 [..............................] - ETA: 5:33 - loss: 1934.6398 - logits_profile_predictions_loss: 1846.7490 - logcount_predictions_loss: 0.6434 25/2416 [..............................] - ETA: 5:32 - loss: 1933.9161 - logits_profile_predictions_loss: 1846.1100 - logcount_predictions_loss: 0.6428 26/2416 [..............................] - ETA: 5:32 - loss: 1932.8536 - logits_profile_predictions_loss: 1845.1177 - logcount_predictions_loss: 0.6423 27/2416 [..............................] - ETA: 5:32 - loss: 1932.0297 - logits_profile_predictions_loss: 1844.3765 - logcount_predictions_loss: 0.6417 28/2416 [..............................] - ETA: 5:32 - loss: 1931.1055 - logits_profile_predictions_loss: 1843.5008 - logcount_predictions_loss: 0.6413 29/2416 [..............................] - ETA: 5:32 - loss: 1930.4256 - logits_profile_predictions_loss: 1842.8882 - logcount_predictions_loss: 0.6408 30/2416 [..............................] - ETA: 5:31 - loss: 1929.7332 - logits_profile_predictions_loss: 1842.2543 - logcount_predictions_loss: 0.6404 31/2416 [..............................] - ETA: 5:31 - loss: 1929.0022 - logits_profile_predictions_loss: 1841.5814 - logcount_predictions_loss: 0.6400 32/2416 [..............................] - ETA: 5:31 - loss: 1928.4289 - 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[..............................] - ETA: 5:30 - loss: 1927.1856 - logits_profile_predictions_loss: 1840.3382 - logcount_predictions_loss: 0.6358 40/2416 [..............................] - ETA: 5:30 - loss: 1927.1056 - logits_profile_predictions_loss: 1840.3567 - logcount_predictions_loss: 0.6351 41/2416 [..............................] - ETA: 5:30 - loss: 1927.0446 - logits_profile_predictions_loss: 1840.4032 - logcount_predictions_loss: 0.6343 42/2416 [..............................] - ETA: 5:30 - loss: 1926.8506 - logits_profile_predictions_loss: 1840.2924 - logcount_predictions_loss: 0.6337 43/2416 [..............................] - ETA: 5:29 - loss: 1926.5880 - logits_profile_predictions_loss: 1840.0992 - logcount_predictions_loss: 0.6332 44/2416 [..............................] - ETA: 5:29 - loss: 1926.3269 - logits_profile_predictions_loss: 1839.9137 - logcount_predictions_loss: 0.6326 45/2416 [..............................] - ETA: 5:29 - loss: 1926.0799 - logits_profile_predictions_loss: 1839.7464 - logcount_predictions_loss: 0.6320 46/2416 [..............................] - ETA: 5:29 - loss: 1925.7369 - logits_profile_predictions_loss: 1839.4829 - logcount_predictions_loss: 0.6314 47/2416 [..............................] - ETA: 5:29 - loss: 1925.3906 - logits_profile_predictions_loss: 1839.2045 - logcount_predictions_loss: 0.6309 48/2416 [..............................] - ETA: 5:29 - loss: 1925.0493 - logits_profile_predictions_loss: 1838.9273 - logcount_predictions_loss: 0.6305 49/2416 [..............................] - ETA: 5:28 - loss: 1924.7716 - logits_profile_predictions_loss: 1838.7095 - logcount_predictions_loss: 0.6300 50/2416 [..............................] - ETA: 5:28 - loss: 1924.5420 - logits_profile_predictions_loss: 1838.5451 - logcount_predictions_loss: 0.6296 51/2416 [..............................] - ETA: 5:28 - loss: 1924.3928 - logits_profile_predictions_loss: 1838.4581 - logcount_predictions_loss: 0.6291 52/2416 [..............................] - ETA: 5:28 - loss: 1924.1955 - logits_profile_predictions_loss: 1838.3244 - logcount_predictions_loss: 0.6286 53/2416 [..............................] - ETA: 5:28 - loss: 1923.8931 - logits_profile_predictions_loss: 1838.0854 - logcount_predictions_loss: 0.6282 54/2416 [..............................] - ETA: 5:28 - loss: 1923.5925 - logits_profile_predictions_loss: 1837.8481 - logcount_predictions_loss: 0.6277 55/2416 [..............................] - ETA: 5:28 - loss: 1923.2627 - logits_profile_predictions_loss: 1837.5811 - logcount_predictions_loss: 0.6272 56/2416 [..............................] - ETA: 5:27 - loss: 1922.8738 - logits_profile_predictions_loss: 1837.2502 - logcount_predictions_loss: 0.6268 57/2416 [..............................] - ETA: 5:27 - loss: 1922.5569 - logits_profile_predictions_loss: 1836.9827 - logcount_predictions_loss: 0.6265 58/2416 [..............................] - ETA: 5:27 - loss: 1922.2664 - logits_profile_predictions_loss: 1836.7449 - logcount_predictions_loss: 0.6261 59/2416 [..............................] - ETA: 5:27 - loss: 1921.9480 - logits_profile_predictions_loss: 1836.4830 - logcount_predictions_loss: 0.6257 60/2416 [..............................] - ETA: 5:27 - loss: 1921.5998 - logits_profile_predictions_loss: 1836.1853 - logcount_predictions_loss: 0.6253 61/2416 [..............................] - ETA: 5:27 - loss: 1921.2756 - logits_profile_predictions_loss: 1835.9108 - logcount_predictions_loss: 0.6249 62/2416 [..............................] - ETA: 5:27 - loss: 1920.8923 - logits_profile_predictions_loss: 1835.5762 - logcount_predictions_loss: 0.6246 63/2416 [..............................] - ETA: 5:26 - loss: 1920.5930 - logits_profile_predictions_loss: 1835.3230 - logcount_predictions_loss: 0.6242 64/2416 [..............................] - ETA: 5:26 - loss: 1920.2734 - logits_profile_predictions_loss: 1835.0485 - logcount_predictions_loss: 0.6239 65/2416 [..............................] - ETA: 5:26 - loss: 1919.9051 - logits_profile_predictions_loss: 1834.7257 - logcount_predictions_loss: 0.6236 66/2416 [..............................] - ETA: 5:26 - loss: 1919.5914 - logits_profile_predictions_loss: 1834.4604 - logcount_predictions_loss: 0.6232 67/2416 [..............................] - ETA: 5:26 - loss: 1919.2791 - logits_profile_predictions_loss: 1834.1964 - logcount_predictions_loss: 0.6229 68/2416 [..............................] - ETA: 5:26 - loss: 1919.0252 - logits_profile_predictions_loss: 1833.9882 - logcount_predictions_loss: 0.6225 69/2416 [..............................] - ETA: 5:26 - loss: 1918.7715 - logits_profile_predictions_loss: 1833.7798 - logcount_predictions_loss: 0.6222 70/2416 [..............................] - ETA: 5:25 - loss: 1918.5024 - logits_profile_predictions_loss: 1833.5535 - logcount_predictions_loss: 0.6219 71/2416 [..............................] - ETA: 5:25 - loss: 1918.2502 - logits_profile_predictions_loss: 1833.3417 - logcount_predictions_loss: 0.6216 72/2416 [..............................] - ETA: 5:25 - loss: 1918.0393 - logits_profile_predictions_loss: 1833.1697 - logcount_predictions_loss: 0.6213 73/2416 [..............................] - ETA: 5:25 - loss: 1917.8159 - logits_profile_predictions_loss: 1832.9914 - logcount_predictions_loss: 0.6210 74/2416 [..............................] - ETA: 5:25 - loss: 1917.6074 - logits_profile_predictions_loss: 1832.8304 - logcount_predictions_loss: 0.6206 75/2416 [..............................] - ETA: 5:25 - loss: 1917.3702 - logits_profile_predictions_loss: 1832.6444 - logcount_predictions_loss: 0.6202 76/2416 [..............................] - ETA: 5:24 - loss: 1917.1627 - logits_profile_predictions_loss: 1832.4830 - logcount_predictions_loss: 0.6199 77/2416 [..............................] - ETA: 5:24 - loss: 1916.9632 - logits_profile_predictions_loss: 1832.3295 - logcount_predictions_loss: 0.6196 78/2416 [..............................] - ETA: 5:24 - loss: 1916.7673 - logits_profile_predictions_loss: 1832.1804 - logcount_predictions_loss: 0.6192 79/2416 [..............................] - ETA: 5:24 - loss: 1916.5959 - logits_profile_predictions_loss: 1832.0551 - logcount_predictions_loss: 0.6189 80/2416 [..............................] - ETA: 5:24 - loss: 1916.4123 - logits_profile_predictions_loss: 1831.9184 - logcount_predictions_loss: 0.6186 81/2416 [>.............................] - ETA: 5:24 - loss: 1916.2183 - logits_profile_predictions_loss: 1831.7681 - logcount_predictions_loss: 0.6182 82/2416 [>.............................] - ETA: 5:24 - loss: 1916.0203 - logits_profile_predictions_loss: 1831.6177 - logcount_predictions_loss: 0.6179 83/2416 [>.............................] - ETA: 5:23 - loss: 1915.8284 - logits_profile_predictions_loss: 1831.4690 - logcount_predictions_loss: 0.6176 84/2416 [>.............................] - ETA: 5:23 - loss: 1915.6571 - logits_profile_predictions_loss: 1831.3385 - logcount_predictions_loss: 0.6173 85/2416 [>.............................] - ETA: 5:23 - loss: 1915.4691 - logits_profile_predictions_loss: 1831.1902 - logcount_predictions_loss: 0.6170 86/2416 [>.............................] - ETA: 5:23 - loss: 1915.2755 - logits_profile_predictions_loss: 1831.0365 - logcount_predictions_loss: 0.6167 87/2416 [>.............................] - ETA: 5:23 - loss: 1915.1018 - logits_profile_predictions_loss: 1830.9014 - logcount_predictions_loss: 0.6164 88/2416 [>.............................] - ETA: 5:23 - loss: 1914.9507 - logits_profile_predictions_loss: 1830.7924 - logcount_predictions_loss: 0.6161 89/2416 [>.............................] - ETA: 5:23 - loss: 1914.8116 - logits_profile_predictions_loss: 1830.6956 - logcount_predictions_loss: 0.6158 90/2416 [>.............................] - ETA: 5:22 - loss: 1914.6860 - logits_profile_predictions_loss: 1830.6132 - logcount_predictions_loss: 0.6155 91/2416 [>.............................] - ETA: 5:22 - loss: 1914.5704 - logits_profile_predictions_loss: 1830.5391 - logcount_predictions_loss: 0.6152 92/2416 [>.............................] - ETA: 5:22 - loss: 1914.4291 - logits_profile_predictions_loss: 1830.4404 - logcount_predictions_loss: 0.6149 93/2416 [>.............................] - ETA: 5:22 - loss: 1914.2940 - logits_profile_predictions_loss: 1830.3489 - logcount_predictions_loss: 0.6145 94/2416 [>.............................] - ETA: 5:22 - loss: 1914.1567 - logits_profile_predictions_loss: 1830.2429 - logcount_predictions_loss: 0.6143 95/2416 [>.............................] - ETA: 5:22 - loss: 1914.0004 - logits_profile_predictions_loss: 1830.1179 - logcount_predictions_loss: 0.6141 96/2416 [>.............................] - ETA: 5:22 - loss: 1913.8569 - logits_profile_predictions_loss: 1830.0065 - logcount_predictions_loss: 0.6138 97/2416 [>.............................] - ETA: 5:21 - loss: 1913.7112 - 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104/2416 [>.............................] - ETA: 5:20 - loss: 1912.7121 - logits_profile_predictions_loss: 1829.0980 - logcount_predictions_loss: 0.6121 105/2416 [>.............................] - ETA: 5:20 - loss: 1912.5704 - logits_profile_predictions_loss: 1828.9868 - logcount_predictions_loss: 0.6119 106/2416 [>.............................] - ETA: 5:20 - loss: 1912.4289 - logits_profile_predictions_loss: 1828.8776 - logcount_predictions_loss: 0.6116 107/2416 [>.............................] - ETA: 5:20 - loss: 1912.2909 - logits_profile_predictions_loss: 1828.7726 - logcount_predictions_loss: 0.6114 108/2416 [>.............................] - ETA: 5:20 - loss: 1912.1476 - logits_profile_predictions_loss: 1828.6626 - logcount_predictions_loss: 0.6112 109/2416 [>.............................] - ETA: 5:20 - loss: 1912.0137 - logits_profile_predictions_loss: 1828.5625 - logcount_predictions_loss: 0.6109 110/2416 [>.............................] - ETA: 5:20 - loss: 1911.8975 - 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logcount_predictions_loss: 0.5605 - val_loss: 2253.9573 - val_logits_profile_predictions_loss: 2159.1902 - val_logcount_predictions_loss: 0.6938 Epoch 00011: val_loss did not improve from 2246.95752 Epoch 12/50 1/2416 [..............................] - ETA: 6:28 - loss: 1894.0625 - logits_profile_predictions_loss: 1820.1763 - logcount_predictions_loss: 0.5409 2/2416 [..............................] - ETA: 5:37 - loss: 1897.0695 - logits_profile_predictions_loss: 1823.6955 - logcount_predictions_loss: 0.5371 3/2416 [..............................] - ETA: 5:36 - loss: 1909.2472 - logits_profile_predictions_loss: 1836.5531 - logcount_predictions_loss: 0.5322 4/2416 [..............................] - ETA: 5:36 - loss: 1909.1149 - logits_profile_predictions_loss: 1838.4913 - logcount_predictions_loss: 0.5170 5/2416 [..............................] - ETA: 5:36 - loss: 1907.4236 - logits_profile_predictions_loss: 1835.1186 - logcount_predictions_loss: 0.5293 6/2416 [..............................] - ETA: 5:36 - loss: 1905.7163 - logits_profile_predictions_loss: 1832.8750 - logcount_predictions_loss: 0.5332 7/2416 [..............................] - ETA: 5:35 - loss: 1905.2309 - logits_profile_predictions_loss: 1832.1208 - logcount_predictions_loss: 0.5352 8/2416 [..............................] - ETA: 5:35 - loss: 1902.0551 - logits_profile_predictions_loss: 1828.7587 - logcount_predictions_loss: 0.5366 9/2416 [..............................] - ETA: 5:35 - loss: 1898.3615 - logits_profile_predictions_loss: 1825.0860 - logcount_predictions_loss: 0.5364 10/2416 [..............................] - ETA: 5:35 - loss: 1898.0519 - logits_profile_predictions_loss: 1824.9583 - logcount_predictions_loss: 0.5351 11/2416 [..............................] - ETA: 5:35 - loss: 1896.2025 - logits_profile_predictions_loss: 1823.3275 - logcount_predictions_loss: 0.5335 12/2416 [..............................] - ETA: 5:35 - loss: 1892.0345 - 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[..............................] - ETA: 5:34 - loss: 1886.0364 - logits_profile_predictions_loss: 1814.1963 - logcount_predictions_loss: 0.5259 20/2416 [..............................] - ETA: 5:34 - loss: 1885.7072 - logits_profile_predictions_loss: 1813.9408 - logcount_predictions_loss: 0.5254 21/2416 [..............................] - ETA: 5:33 - loss: 1885.5182 - logits_profile_predictions_loss: 1813.8364 - logcount_predictions_loss: 0.5248 22/2416 [..............................] - ETA: 5:33 - loss: 1885.4418 - logits_profile_predictions_loss: 1813.8217 - logcount_predictions_loss: 0.5243 23/2416 [..............................] - ETA: 5:33 - loss: 1884.8345 - logits_profile_predictions_loss: 1813.2590 - logcount_predictions_loss: 0.5240 24/2416 [..............................] - ETA: 5:33 - loss: 1883.9415 - logits_profile_predictions_loss: 1812.4357 - logcount_predictions_loss: 0.5235 25/2416 [..............................] - ETA: 5:33 - loss: 1883.5576 - 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[..............................] - ETA: 5:32 - loss: 1884.3788 - logits_profile_predictions_loss: 1813.2029 - logcount_predictions_loss: 0.5211 33/2416 [..............................] - ETA: 5:31 - loss: 1884.7676 - logits_profile_predictions_loss: 1813.6373 - logcount_predictions_loss: 0.5207 34/2416 [..............................] - ETA: 5:31 - loss: 1885.2177 - logits_profile_predictions_loss: 1814.1312 - logcount_predictions_loss: 0.5204 35/2416 [..............................] - ETA: 5:31 - loss: 1885.8079 - logits_profile_predictions_loss: 1814.7785 - logcount_predictions_loss: 0.5200 36/2416 [..............................] - ETA: 5:31 - loss: 1886.3588 - logits_profile_predictions_loss: 1815.3795 - logcount_predictions_loss: 0.5196 37/2416 [..............................] - ETA: 5:31 - loss: 1886.9948 - logits_profile_predictions_loss: 1816.0524 - logcount_predictions_loss: 0.5193 38/2416 [..............................] - ETA: 5:31 - loss: 1887.4012 - 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[..............................] - ETA: 5:30 - loss: 1889.2501 - logits_profile_predictions_loss: 1818.6218 - logcount_predictions_loss: 0.5170 46/2416 [..............................] - ETA: 5:30 - loss: 1889.4768 - logits_profile_predictions_loss: 1818.8802 - logcount_predictions_loss: 0.5168 47/2416 [..............................] - ETA: 5:30 - loss: 1889.8090 - logits_profile_predictions_loss: 1819.2475 - logcount_predictions_loss: 0.5166 48/2416 [..............................] - ETA: 5:29 - loss: 1890.1626 - logits_profile_predictions_loss: 1819.6306 - logcount_predictions_loss: 0.5163 49/2416 [..............................] - ETA: 5:29 - loss: 1890.5136 - logits_profile_predictions_loss: 1820.0120 - logcount_predictions_loss: 0.5161 50/2416 [..............................] - ETA: 5:29 - loss: 1890.8805 - logits_profile_predictions_loss: 1820.4165 - logcount_predictions_loss: 0.5158 51/2416 [..............................] - ETA: 5:29 - loss: 1891.2203 - 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logits_profile_predictions_loss: 1829.3600 - logcount_predictions_loss: 0.4964 325/2416 [===>..........................] - ETA: 4:50 - loss: 1897.1544 - logits_profile_predictions_loss: 1829.3502 - logcount_predictions_loss: 0.4964 326/2416 [===>..........................] - ETA: 4:50 - loss: 1897.1425 - logits_profile_predictions_loss: 1829.3390 - logcount_predictions_loss: 0.4964 327/2416 [===>..........................] - ETA: 4:50 - loss: 1897.1284 - logits_profile_predictions_loss: 1829.3254 - logcount_predictions_loss: 0.4964 328/2416 [===>..........................] - ETA: 4:50 - loss: 1897.1173 - logits_profile_predictions_loss: 1829.3146 - logcount_predictions_loss: 0.4964 329/2416 [===>..........................] - ETA: 4:49 - loss: 1897.1067 - logits_profile_predictions_loss: 1829.3043 - logcount_predictions_loss: 0.4964 330/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0987 - logits_profile_predictions_loss: 1829.2968 - logcount_predictions_loss: 0.4964 331/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0912 - logits_profile_predictions_loss: 1829.2899 - logcount_predictions_loss: 0.4963 332/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0836 - logits_profile_predictions_loss: 1829.2829 - logcount_predictions_loss: 0.4963 333/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0752 - logits_profile_predictions_loss: 1829.2751 - logcount_predictions_loss: 0.4963 334/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0660 - logits_profile_predictions_loss: 1829.2665 - logcount_predictions_loss: 0.4963 335/2416 [===>..........................] - ETA: 4:49 - loss: 1897.0541 - logits_profile_predictions_loss: 1829.2555 - logcount_predictions_loss: 0.4963 336/2416 [===>..........................] - ETA: 4:48 - loss: 1897.0413 - logits_profile_predictions_loss: 1829.2437 - logcount_predictions_loss: 0.4963 337/2416 [===>..........................] - ETA: 4:48 - loss: 1897.0282 - logits_profile_predictions_loss: 1829.2316 - logcount_predictions_loss: 0.4963 338/2416 [===>..........................] - ETA: 4:48 - loss: 1897.0164 - logits_profile_predictions_loss: 1829.2209 - logcount_predictions_loss: 0.4963 339/2416 [===>..........................] - ETA: 4:48 - loss: 1897.0030 - logits_profile_predictions_loss: 1829.2086 - logcount_predictions_loss: 0.4963 340/2416 [===>..........................] - ETA: 4:48 - loss: 1896.9895 - logits_profile_predictions_loss: 1829.1961 - logcount_predictions_loss: 0.4963 341/2416 [===>..........................] - ETA: 4:48 - loss: 1896.9747 - logits_profile_predictions_loss: 1829.1822 - logcount_predictions_loss: 0.4963 342/2416 [===>..........................] - ETA: 4:48 - loss: 1896.9587 - logits_profile_predictions_loss: 1829.1671 - logcount_predictions_loss: 0.4963 343/2416 [===>..........................] - ETA: 4:47 - loss: 1896.9432 - logits_profile_predictions_loss: 1829.1523 - logcount_predictions_loss: 0.4963 344/2416 [===>..........................] - ETA: 4:47 - loss: 1896.9306 - logits_profile_predictions_loss: 1829.1404 - logcount_predictions_loss: 0.4963 345/2416 [===>..........................] - ETA: 4:47 - loss: 1896.9177 - logits_profile_predictions_loss: 1829.1282 - logcount_predictions_loss: 0.4963 346/2416 [===>..........................] - ETA: 4:47 - loss: 1896.9063 - logits_profile_predictions_loss: 1829.1175 - logcount_predictions_loss: 0.4963 347/2416 [===>..........................] - ETA: 4:47 - loss: 1896.8944 - logits_profile_predictions_loss: 1829.1063 - logcount_predictions_loss: 0.4963 348/2416 [===>..........................] - ETA: 4:47 - loss: 1896.8830 - logits_profile_predictions_loss: 1829.0954 - logcount_predictions_loss: 0.4962 349/2416 [===>..........................] - ETA: 4:47 - loss: 1896.8702 - logits_profile_predictions_loss: 1829.0833 - logcount_predictions_loss: 0.4962 350/2416 [===>..........................] - ETA: 4:46 - loss: 1896.8569 - logits_profile_predictions_loss: 1829.0706 - logcount_predictions_loss: 0.4962 351/2416 [===>..........................] - ETA: 4:46 - loss: 1896.8432 - logits_profile_predictions_loss: 1829.0576 - logcount_predictions_loss: 0.4962 352/2416 [===>..........................] - ETA: 4:46 - loss: 1896.8274 - logits_profile_predictions_loss: 1829.0426 - logcount_predictions_loss: 0.4962 353/2416 [===>..........................] - ETA: 4:46 - loss: 1896.8123 - logits_profile_predictions_loss: 1829.0283 - logcount_predictions_loss: 0.4962 354/2416 [===>..........................] - ETA: 4:46 - loss: 1896.7982 - logits_profile_predictions_loss: 1829.0152 - logcount_predictions_loss: 0.4962 355/2416 [===>..........................] - ETA: 4:46 - loss: 1896.7851 - logits_profile_predictions_loss: 1829.0029 - logcount_predictions_loss: 0.4962 356/2416 [===>..........................] - ETA: 4:46 - loss: 1896.7702 - logits_profile_predictions_loss: 1828.9890 - logcount_predictions_loss: 0.4962 357/2416 [===>..........................] - ETA: 4:45 - loss: 1896.7539 - logits_profile_predictions_loss: 1828.9735 - logcount_predictions_loss: 0.4962 358/2416 [===>..........................] - ETA: 4:45 - loss: 1896.7390 - logits_profile_predictions_loss: 1828.9596 - logcount_predictions_loss: 0.4962 359/2416 [===>..........................] - ETA: 4:45 - loss: 1896.7251 - logits_profile_predictions_loss: 1828.9467 - logcount_predictions_loss: 0.4962 360/2416 [===>..........................] - ETA: 4:45 - loss: 1896.7119 - logits_profile_predictions_loss: 1828.9347 - logcount_predictions_loss: 0.4962 361/2416 [===>..........................] - ETA: 4:45 - loss: 1896.6979 - logits_profile_predictions_loss: 1828.9220 - logcount_predictions_loss: 0.4962 362/2416 [===>..........................] - ETA: 4:45 - loss: 1896.6847 - logits_profile_predictions_loss: 1828.9102 - logcount_predictions_loss: 0.4962 363/2416 [===>..........................] - ETA: 4:45 - loss: 1896.6744 - logits_profile_predictions_loss: 1828.9012 - logcount_predictions_loss: 0.4961 364/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6632 - logits_profile_predictions_loss: 1828.8913 - logcount_predictions_loss: 0.4961 365/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6509 - logits_profile_predictions_loss: 1828.8804 - logcount_predictions_loss: 0.4961 366/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6390 - logits_profile_predictions_loss: 1828.8700 - logcount_predictions_loss: 0.4961 367/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6287 - logits_profile_predictions_loss: 1828.8612 - logcount_predictions_loss: 0.4961 368/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6194 - logits_profile_predictions_loss: 1828.8534 - logcount_predictions_loss: 0.4961 369/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6093 - logits_profile_predictions_loss: 1828.8447 - logcount_predictions_loss: 0.4961 370/2416 [===>..........................] - ETA: 4:44 - loss: 1896.6003 - logits_profile_predictions_loss: 1828.8369 - logcount_predictions_loss: 0.4961 371/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5925 - logits_profile_predictions_loss: 1828.8303 - logcount_predictions_loss: 0.4961 372/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5859 - logits_profile_predictions_loss: 1828.8248 - logcount_predictions_loss: 0.4961 373/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5794 - logits_profile_predictions_loss: 1828.8193 - logcount_predictions_loss: 0.4960 374/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5721 - logits_profile_predictions_loss: 1828.8131 - logcount_predictions_loss: 0.4960 375/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5650 - logits_profile_predictions_loss: 1828.8071 - logcount_predictions_loss: 0.4960 376/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5566 - logits_profile_predictions_loss: 1828.7998 - logcount_predictions_loss: 0.4960 377/2416 [===>..........................] - ETA: 4:43 - loss: 1896.5480 - logits_profile_predictions_loss: 1828.7923 - logcount_predictions_loss: 0.4960 378/2416 [===>..........................] - ETA: 4:42 - loss: 1896.5401 - logits_profile_predictions_loss: 1828.7856 - logcount_predictions_loss: 0.4960 379/2416 [===>..........................] - ETA: 4:42 - loss: 1896.5313 - logits_profile_predictions_loss: 1828.7780 - logcount_predictions_loss: 0.4960 380/2416 [===>..........................] - ETA: 4:42 - loss: 1896.5220 - logits_profile_predictions_loss: 1828.7700 - logcount_predictions_loss: 0.4960 381/2416 [===>..........................] - ETA: 4:42 - loss: 1896.5113 - logits_profile_predictions_loss: 1828.7606 - logcount_predictions_loss: 0.4960 382/2416 [===>..........................] - ETA: 4:42 - loss: 1896.5001 - logits_profile_predictions_loss: 1828.7506 - logcount_predictions_loss: 0.4960 383/2416 [===>..........................] - ETA: 4:42 - loss: 1896.4904 - logits_profile_predictions_loss: 1828.7420 - logcount_predictions_loss: 0.4960 384/2416 [===>..........................] - ETA: 4:42 - loss: 1896.4819 - logits_profile_predictions_loss: 1828.7345 - logcount_predictions_loss: 0.4960 385/2416 [===>..........................] - ETA: 4:42 - loss: 1896.4738 - logits_profile_predictions_loss: 1828.7274 - logcount_predictions_loss: 0.4959 386/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4661 - logits_profile_predictions_loss: 1828.7207 - logcount_predictions_loss: 0.4959 387/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4590 - logits_profile_predictions_loss: 1828.7145 - logcount_predictions_loss: 0.4959 388/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4516 - logits_profile_predictions_loss: 1828.7079 - logcount_predictions_loss: 0.4959 389/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4437 - logits_profile_predictions_loss: 1828.7011 - logcount_predictions_loss: 0.4959 390/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4355 - logits_profile_predictions_loss: 1828.6937 - logcount_predictions_loss: 0.4959 391/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4275 - logits_profile_predictions_loss: 1828.6866 - logcount_predictions_loss: 0.4959 392/2416 [===>..........................] - ETA: 4:41 - loss: 1896.4189 - logits_profile_predictions_loss: 1828.6787 - logcount_predictions_loss: 0.4959 393/2416 [===>..........................] - ETA: 4:40 - loss: 1896.4100 - logits_profile_predictions_loss: 1828.6706 - logcount_predictions_loss: 0.4959 394/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3994 - logits_profile_predictions_loss: 1828.6607 - logcount_predictions_loss: 0.4959 395/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3880 - logits_profile_predictions_loss: 1828.6501 - logcount_predictions_loss: 0.4959 396/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3767 - logits_profile_predictions_loss: 1828.6397 - logcount_predictions_loss: 0.4959 397/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3647 - logits_profile_predictions_loss: 1828.6286 - logcount_predictions_loss: 0.4959 398/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3523 - logits_profile_predictions_loss: 1828.6170 - logcount_predictions_loss: 0.4959 399/2416 [===>..........................] - ETA: 4:40 - loss: 1896.3408 - logits_profile_predictions_loss: 1828.6065 - logcount_predictions_loss: 0.4959 400/2416 [===>..........................] - ETA: 4:39 - loss: 1896.3294 - logits_profile_predictions_loss: 1828.5961 - logcount_predictions_loss: 0.4959 401/2416 [===>..........................] - ETA: 4:39 - loss: 1896.3186 - logits_profile_predictions_loss: 1828.5862 - logcount_predictions_loss: 0.4958 402/2416 [===>..........................] - ETA: 4:39 - loss: 1896.3070 - logits_profile_predictions_loss: 1828.5756 - logcount_predictions_loss: 0.4958 403/2416 [====>.........................] - ETA: 4:39 - loss: 1896.2949 - logits_profile_predictions_loss: 1828.5644 - logcount_predictions_loss: 0.4958 404/2416 [====>.........................] - ETA: 4:39 - loss: 1896.2845 - logits_profile_predictions_loss: 1828.5549 - logcount_predictions_loss: 0.4958 405/2416 [====>.........................] - ETA: 4:39 - loss: 1896.2742 - logits_profile_predictions_loss: 1828.5457 - logcount_predictions_loss: 0.4958 406/2416 [====>.........................] - ETA: 4:39 - loss: 1896.2642 - logits_profile_predictions_loss: 1828.5368 - logcount_predictions_loss: 0.4958 407/2416 [====>.........................] - ETA: 4:38 - loss: 1896.2545 - logits_profile_predictions_loss: 1828.5282 - logcount_predictions_loss: 0.4958 408/2416 [====>.........................] - ETA: 4:38 - loss: 1896.2426 - logits_profile_predictions_loss: 1828.5174 - logcount_predictions_loss: 0.4958 409/2416 [====>.........................] - ETA: 4:38 - loss: 1896.2313 - logits_profile_predictions_loss: 1828.5072 - logcount_predictions_loss: 0.4958 410/2416 [====>.........................] - ETA: 4:38 - loss: 1896.2214 - logits_profile_predictions_loss: 1828.4984 - logcount_predictions_loss: 0.4958 411/2416 [====>.........................] - ETA: 4:38 - loss: 1896.2104 - logits_profile_predictions_loss: 1828.4886 - logcount_predictions_loss: 0.4958 412/2416 [====>.........................] - ETA: 4:38 - loss: 1896.1990 - logits_profile_predictions_loss: 1828.4784 - logcount_predictions_loss: 0.4958 413/2416 [====>.........................] - ETA: 4:38 - loss: 1896.1865 - logits_profile_predictions_loss: 1828.4671 - logcount_predictions_loss: 0.4957 414/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1738 - logits_profile_predictions_loss: 1828.4555 - logcount_predictions_loss: 0.4957 415/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1619 - logits_profile_predictions_loss: 1828.4445 - logcount_predictions_loss: 0.4957 416/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1507 - logits_profile_predictions_loss: 1828.4342 - logcount_predictions_loss: 0.4957 417/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1401 - logits_profile_predictions_loss: 1828.4245 - logcount_predictions_loss: 0.4957 418/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1304 - logits_profile_predictions_loss: 1828.4157 - logcount_predictions_loss: 0.4957 419/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1198 - logits_profile_predictions_loss: 1828.4059 - logcount_predictions_loss: 0.4957 420/2416 [====>.........................] - ETA: 4:37 - loss: 1896.1085 - logits_profile_predictions_loss: 1828.3954 - logcount_predictions_loss: 0.4957 421/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0978 - logits_profile_predictions_loss: 1828.3854 - logcount_predictions_loss: 0.4957 422/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0861 - logits_profile_predictions_loss: 1828.3744 - logcount_predictions_loss: 0.4957 423/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0748 - logits_profile_predictions_loss: 1828.3637 - logcount_predictions_loss: 0.4957 424/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0629 - logits_profile_predictions_loss: 1828.3525 - logcount_predictions_loss: 0.4957 425/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0515 - logits_profile_predictions_loss: 1828.3419 - logcount_predictions_loss: 0.4957 426/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0391 - logits_profile_predictions_loss: 1828.3301 - logcount_predictions_loss: 0.4957 427/2416 [====>.........................] - ETA: 4:36 - loss: 1896.0267 - logits_profile_predictions_loss: 1828.3185 - logcount_predictions_loss: 0.4957 428/2416 [====>.........................] - ETA: 4:35 - loss: 1896.0142 - logits_profile_predictions_loss: 1828.3069 - logcount_predictions_loss: 0.4957 429/2416 [====>.........................] - ETA: 4:35 - loss: 1896.0015 - logits_profile_predictions_loss: 1828.2951 - logcount_predictions_loss: 0.4957 430/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9884 - logits_profile_predictions_loss: 1828.2828 - logcount_predictions_loss: 0.4956 431/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9753 - logits_profile_predictions_loss: 1828.2706 - logcount_predictions_loss: 0.4956 432/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9624 - logits_profile_predictions_loss: 1828.2587 - logcount_predictions_loss: 0.4956 433/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9500 - logits_profile_predictions_loss: 1828.2474 - logcount_predictions_loss: 0.4956 434/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9375 - logits_profile_predictions_loss: 1828.2360 - logcount_predictions_loss: 0.4956 435/2416 [====>.........................] - ETA: 4:35 - loss: 1895.9253 - logits_profile_predictions_loss: 1828.2248 - logcount_predictions_loss: 0.4956 436/2416 [====>.........................] - ETA: 4:34 - loss: 1895.9127 - logits_profile_predictions_loss: 1828.2134 - logcount_predictions_loss: 0.4956 437/2416 [====>.........................] - ETA: 4:34 - loss: 1895.9006 - logits_profile_predictions_loss: 1828.2025 - logcount_predictions_loss: 0.4956 438/2416 [====>.........................] - ETA: 4:34 - loss: 1895.8883 - logits_profile_predictions_loss: 1828.1914 - logcount_predictions_loss: 0.4956 439/2416 [====>.........................] - ETA: 4:34 - loss: 1895.8765 - logits_profile_predictions_loss: 1828.1807 - logcount_predictions_loss: 0.4956 440/2416 [====>.........................] - ETA: 4:34 - loss: 1895.8643 - logits_profile_predictions_loss: 1828.1698 - logcount_predictions_loss: 0.4956 441/2416 [====>.........................] - ETA: 4:34 - loss: 1895.8521 - logits_profile_predictions_loss: 1828.1589 - logcount_predictions_loss: 0.4956 442/2416 [====>.........................] - ETA: 4:34 - loss: 1895.8409 - logits_profile_predictions_loss: 1828.1488 - logcount_predictions_loss: 0.4955 443/2416 [====>.........................] - ETA: 4:33 - loss: 1895.8291 - logits_profile_predictions_loss: 1828.1380 - logcount_predictions_loss: 0.4955 444/2416 [====>.........................] - ETA: 4:33 - loss: 1895.8167 - logits_profile_predictions_loss: 1828.1266 - logcount_predictions_loss: 0.4955 445/2416 [====>.........................] - ETA: 4:33 - loss: 1895.8033 - logits_profile_predictions_loss: 1828.1142 - logcount_predictions_loss: 0.4955 446/2416 [====>.........................] - ETA: 4:33 - loss: 1895.7902 - logits_profile_predictions_loss: 1828.1022 - logcount_predictions_loss: 0.4955 447/2416 [====>.........................] - ETA: 4:33 - loss: 1895.7777 - logits_profile_predictions_loss: 1828.0909 - logcount_predictions_loss: 0.4955 448/2416 [====>.........................] - ETA: 4:33 - loss: 1895.7638 - logits_profile_predictions_loss: 1828.0781 - logcount_predictions_loss: 0.4955 449/2416 [====>.........................] - ETA: 4:33 - loss: 1895.7484 - logits_profile_predictions_loss: 1828.0639 - logcount_predictions_loss: 0.4955 450/2416 [====>.........................] - ETA: 4:32 - loss: 1895.7334 - logits_profile_predictions_loss: 1828.0501 - logcount_predictions_loss: 0.4955 451/2416 [====>.........................] - ETA: 4:32 - loss: 1895.7180 - logits_profile_predictions_loss: 1828.0359 - logcount_predictions_loss: 0.4955 452/2416 [====>.........................] - ETA: 4:32 - loss: 1895.7032 - logits_profile_predictions_loss: 1828.0224 - logcount_predictions_loss: 0.4955 453/2416 [====>.........................] - ETA: 4:32 - loss: 1895.6894 - logits_profile_predictions_loss: 1828.0098 - logcount_predictions_loss: 0.4955 454/2416 [====>.........................] - ETA: 4:32 - loss: 1895.6764 - logits_profile_predictions_loss: 1827.9980 - logcount_predictions_loss: 0.4954 455/2416 [====>.........................] - ETA: 4:32 - loss: 1895.6617 - logits_profile_predictions_loss: 1827.9845 - logcount_predictions_loss: 0.4954 456/2416 [====>.........................] - ETA: 4:32 - loss: 1895.6469 - logits_profile_predictions_loss: 1827.9708 - logcount_predictions_loss: 0.4954 457/2416 [====>.........................] - ETA: 4:31 - loss: 1895.6317 - logits_profile_predictions_loss: 1827.9568 - logcount_predictions_loss: 0.4954 458/2416 [====>.........................] - ETA: 4:31 - loss: 1895.6161 - logits_profile_predictions_loss: 1827.9424 - logcount_predictions_loss: 0.4954 459/2416 [====>.........................] - ETA: 4:31 - loss: 1895.6007 - logits_profile_predictions_loss: 1827.9284 - logcount_predictions_loss: 0.4954 460/2416 [====>.........................] - ETA: 4:31 - loss: 1895.5855 - logits_profile_predictions_loss: 1827.9144 - logcount_predictions_loss: 0.4954 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loss: 1885.0298 - logits_profile_predictions_loss: 1819.1067 - logcount_predictions_loss: 0.4826 2393/2416 [============================>.] - ETA: 3s - loss: 1885.0275 - logits_profile_predictions_loss: 1819.1049 - logcount_predictions_loss: 0.4826 2394/2416 [============================>.] - ETA: 3s - loss: 1885.0253 - logits_profile_predictions_loss: 1819.1032 - logcount_predictions_loss: 0.4826 2395/2416 [============================>.] - ETA: 2s - loss: 1885.0231 - logits_profile_predictions_loss: 1819.1014 - logcount_predictions_loss: 0.4826 2396/2416 [============================>.] - ETA: 2s - loss: 1885.0208 - logits_profile_predictions_loss: 1819.0997 - logcount_predictions_loss: 0.4826 2397/2416 [============================>.] - ETA: 2s - loss: 1885.0186 - logits_profile_predictions_loss: 1819.0980 - logcount_predictions_loss: 0.4826 2398/2416 [============================>.] - ETA: 2s - loss: 1885.0164 - logits_profile_predictions_loss: 1819.0963 - logcount_predictions_loss: 0.4826 2399/2416 [============================>.] - ETA: 2s - loss: 1885.0143 - logits_profile_predictions_loss: 1819.0945 - logcount_predictions_loss: 0.4826 2400/2416 [============================>.] - ETA: 2s - loss: 1885.0121 - logits_profile_predictions_loss: 1819.0928 - logcount_predictions_loss: 0.4826 2401/2416 [============================>.] - ETA: 2s - loss: 1885.0099 - logits_profile_predictions_loss: 1819.0911 - logcount_predictions_loss: 0.4826 2402/2416 [============================>.] - ETA: 1s - loss: 1885.0077 - logits_profile_predictions_loss: 1819.0894 - logcount_predictions_loss: 0.4826 2403/2416 [============================>.] - ETA: 1s - loss: 1885.0056 - logits_profile_predictions_loss: 1819.0877 - logcount_predictions_loss: 0.4826 2404/2416 [============================>.] - ETA: 1s - loss: 1885.0034 - logits_profile_predictions_loss: 1819.0860 - logcount_predictions_loss: 0.4826 2405/2416 [============================>.] - ETA: 1s - loss: 1885.0012 - logits_profile_predictions_loss: 1819.0844 - logcount_predictions_loss: 0.4826 2406/2416 [============================>.] - ETA: 1s - loss: 1884.9991 - logits_profile_predictions_loss: 1819.0827 - logcount_predictions_loss: 0.4826 2407/2416 [============================>.] - ETA: 1s - loss: 1884.9971 - logits_profile_predictions_loss: 1819.0812 - logcount_predictions_loss: 0.4826 2408/2416 [============================>.] - ETA: 1s - loss: 1884.9950 - logits_profile_predictions_loss: 1819.0796 - logcount_predictions_loss: 0.4825 2409/2416 [============================>.] - ETA: 0s - loss: 1884.9930 - logits_profile_predictions_loss: 1819.0780 - logcount_predictions_loss: 0.4825 2410/2416 [============================>.] - ETA: 0s - loss: 1884.9908 - logits_profile_predictions_loss: 1819.0763 - logcount_predictions_loss: 0.4825 2411/2416 [============================>.] - ETA: 0s - loss: 1884.9887 - logits_profile_predictions_loss: 1819.0747 - logcount_predictions_loss: 0.4825 2412/2416 [============================>.] - ETA: 0s - loss: 1884.9866 - logits_profile_predictions_loss: 1819.0730 - logcount_predictions_loss: 0.4825 2413/2416 [============================>.] - ETA: 0s - loss: 1884.9844 - logits_profile_predictions_loss: 1819.0713 - logcount_predictions_loss: 0.4825 2414/2416 [============================>.] - ETA: 0s - loss: 1884.9822 - logits_profile_predictions_loss: 1819.0696 - logcount_predictions_loss: 0.4825 2415/2416 [============================>.] - ETA: 0s - loss: 1884.9801 - logits_profile_predictions_loss: 1819.0679 - logcount_predictions_loss: 0.4825 2416/2416 [==============================] - ETA: 0s - loss: 1884.9780 - logits_profile_predictions_loss: 1819.0663 - logcount_predictions_loss: 0.4825 2416/2416 [==============================] - 355s 147ms/step - loss: 1884.9758 - logits_profile_predictions_loss: 1819.0646 - logcount_predictions_loss: 0.4825 - val_loss: 2260.7651 - val_logits_profile_predictions_loss: 2163.8403 - val_logcount_predictions_loss: 0.7096 Epoch 00012: val_loss did not improve from 2246.95752 Epoch 13/50 1/2416 [..............................] - ETA: 6:35 - loss: 1831.7263 - logits_profile_predictions_loss: 1792.4320 - logcount_predictions_loss: 0.2877 2/2416 [..............................] - ETA: 5:35 - loss: 1800.0449 - logits_profile_predictions_loss: 1756.1223 - logcount_predictions_loss: 0.3215 3/2416 [..............................] - ETA: 5:35 - loss: 1801.1131 - logits_profile_predictions_loss: 1755.8340 - logcount_predictions_loss: 0.3315 4/2416 [..............................] - ETA: 5:35 - loss: 1807.2354 - logits_profile_predictions_loss: 1760.9679 - logcount_predictions_loss: 0.3387 5/2416 [..............................] - ETA: 5:35 - loss: 1814.9463 - logits_profile_predictions_loss: 1767.5402 - logcount_predictions_loss: 0.3470 6/2416 [..............................] - ETA: 5:34 - loss: 1822.6942 - logits_profile_predictions_loss: 1774.3887 - logcount_predictions_loss: 0.3536 7/2416 [..............................] - ETA: 5:34 - loss: 1824.4408 - logits_profile_predictions_loss: 1775.5081 - logcount_predictions_loss: 0.3582 8/2416 [..............................] - ETA: 5:34 - loss: 1824.5637 - logits_profile_predictions_loss: 1774.9164 - logcount_predictions_loss: 0.3635 9/2416 [..............................] - ETA: 5:34 - loss: 1825.5746 - logits_profile_predictions_loss: 1775.0014 - logcount_predictions_loss: 0.3702 10/2416 [..............................] - ETA: 5:34 - loss: 1826.5079 - logits_profile_predictions_loss: 1774.9937 - logcount_predictions_loss: 0.3771 11/2416 [..............................] - ETA: 5:33 - loss: 1826.2660 - logits_profile_predictions_loss: 1773.8339 - logcount_predictions_loss: 0.3838 12/2416 [..............................] - ETA: 5:33 - loss: 1825.3151 - logits_profile_predictions_loss: 1772.1626 - logcount_predictions_loss: 0.3891 13/2416 [..............................] - ETA: 5:33 - loss: 1825.1187 - logits_profile_predictions_loss: 1771.3592 - logcount_predictions_loss: 0.3936 14/2416 [..............................] - ETA: 5:33 - loss: 1825.5913 - logits_profile_predictions_loss: 1771.3680 - logcount_predictions_loss: 0.3970 15/2416 [..............................] - ETA: 5:33 - loss: 1826.2148 - logits_profile_predictions_loss: 1771.6718 - logcount_predictions_loss: 0.3993 16/2416 [..............................] - ETA: 5:33 - loss: 1826.4056 - logits_profile_predictions_loss: 1771.6333 - logcount_predictions_loss: 0.4010 17/2416 [..............................] - ETA: 5:33 - loss: 1827.0720 - logits_profile_predictions_loss: 1772.1447 - logcount_predictions_loss: 0.4021 18/2416 [..............................] - ETA: 5:33 - loss: 1827.9718 - logits_profile_predictions_loss: 1772.9295 - logcount_predictions_loss: 0.4029 19/2416 [..............................] - ETA: 5:32 - loss: 1828.9886 - logits_profile_predictions_loss: 1773.8924 - logcount_predictions_loss: 0.4033 20/2416 [..............................] - ETA: 5:32 - loss: 1829.8201 - logits_profile_predictions_loss: 1774.7004 - logcount_predictions_loss: 0.4035 21/2416 [..............................] - ETA: 5:32 - loss: 1830.9199 - logits_profile_predictions_loss: 1775.7622 - logcount_predictions_loss: 0.4038 22/2416 [..............................] - ETA: 5:32 - loss: 1832.2328 - logits_profile_predictions_loss: 1777.0471 - logcount_predictions_loss: 0.4040 23/2416 [..............................] - ETA: 5:32 - loss: 1833.4844 - logits_profile_predictions_loss: 1778.2208 - logcount_predictions_loss: 0.4046 24/2416 [..............................] - ETA: 5:32 - loss: 1835.3076 - logits_profile_predictions_loss: 1779.9471 - logcount_predictions_loss: 0.4053 25/2416 [..............................] - ETA: 5:32 - loss: 1836.6857 - logits_profile_predictions_loss: 1781.2353 - logcount_predictions_loss: 0.4059 26/2416 [..............................] - ETA: 5:31 - loss: 1837.8737 - logits_profile_predictions_loss: 1782.3347 - logcount_predictions_loss: 0.4066 27/2416 [..............................] - ETA: 5:31 - loss: 1838.7077 - logits_profile_predictions_loss: 1783.1076 - logcount_predictions_loss: 0.4070 28/2416 [..............................] - ETA: 5:31 - loss: 1839.2191 - logits_profile_predictions_loss: 1783.5446 - logcount_predictions_loss: 0.4076 29/2416 [..............................] - ETA: 5:31 - loss: 1840.1529 - logits_profile_predictions_loss: 1784.4242 - logcount_predictions_loss: 0.4080 30/2416 [..............................] - ETA: 5:31 - loss: 1841.0423 - logits_profile_predictions_loss: 1785.2329 - logcount_predictions_loss: 0.4086 31/2416 [..............................] - ETA: 5:31 - loss: 1841.8153 - logits_profile_predictions_loss: 1785.9265 - logcount_predictions_loss: 0.4091 32/2416 [..............................] - ETA: 5:31 - loss: 1842.6981 - logits_profile_predictions_loss: 1786.7307 - logcount_predictions_loss: 0.4097 33/2416 [..............................] - ETA: 5:31 - loss: 1843.6848 - logits_profile_predictions_loss: 1787.6591 - logcount_predictions_loss: 0.4101 34/2416 [..............................] - ETA: 5:30 - loss: 1844.6416 - logits_profile_predictions_loss: 1788.5619 - logcount_predictions_loss: 0.4105 35/2416 [..............................] - ETA: 5:30 - loss: 1845.3421 - logits_profile_predictions_loss: 1789.1984 - logcount_predictions_loss: 0.4110 36/2416 [..............................] - ETA: 5:30 - loss: 1846.1009 - logits_profile_predictions_loss: 1789.8947 - logcount_predictions_loss: 0.4115 37/2416 [..............................] - ETA: 5:30 - loss: 1846.8823 - logits_profile_predictions_loss: 1790.6163 - logcount_predictions_loss: 0.4119 38/2416 [..............................] - ETA: 5:30 - loss: 1847.7325 - logits_profile_predictions_loss: 1791.4204 - logcount_predictions_loss: 0.4122 39/2416 [..............................] - ETA: 5:30 - loss: 1848.4552 - logits_profile_predictions_loss: 1792.0939 - logcount_predictions_loss: 0.4126 40/2416 [..............................] - ETA: 5:30 - loss: 1849.0333 - logits_profile_predictions_loss: 1792.6338 - logcount_predictions_loss: 0.4129 41/2416 [..............................] - ETA: 5:30 - loss: 1849.5751 - logits_profile_predictions_loss: 1793.1343 - logcount_predictions_loss: 0.4132 42/2416 [..............................] - ETA: 5:30 - loss: 1850.1304 - logits_profile_predictions_loss: 1793.6605 - logcount_predictions_loss: 0.4134 43/2416 [..............................] - ETA: 5:29 - loss: 1850.7311 - logits_profile_predictions_loss: 1794.2340 - logcount_predictions_loss: 0.4136 44/2416 [..............................] - ETA: 5:29 - loss: 1851.3448 - logits_profile_predictions_loss: 1794.8235 - logcount_predictions_loss: 0.4138 45/2416 [..............................] - ETA: 5:29 - loss: 1851.9163 - logits_profile_predictions_loss: 1795.3733 - logcount_predictions_loss: 0.4139 46/2416 [..............................] - ETA: 5:29 - loss: 1852.4628 - logits_profile_predictions_loss: 1795.8971 - logcount_predictions_loss: 0.4141 47/2416 [..............................] - ETA: 5:29 - loss: 1853.0611 - logits_profile_predictions_loss: 1796.4732 - logcount_predictions_loss: 0.4143 48/2416 [..............................] - ETA: 5:29 - loss: 1853.6741 - logits_profile_predictions_loss: 1797.0676 - logcount_predictions_loss: 0.4144 49/2416 [..............................] - ETA: 5:29 - loss: 1854.2109 - logits_profile_predictions_loss: 1797.5887 - logcount_predictions_loss: 0.4145 50/2416 [..............................] - ETA: 5:28 - loss: 1854.7033 - logits_profile_predictions_loss: 1798.0538 - logcount_predictions_loss: 0.4147 51/2416 [..............................] - ETA: 5:28 - loss: 1855.1425 - logits_profile_predictions_loss: 1798.4683 - logcount_predictions_loss: 0.4149 52/2416 [..............................] - ETA: 5:28 - loss: 1855.4905 - logits_profile_predictions_loss: 1798.7929 - logcount_predictions_loss: 0.4151 53/2416 [..............................] - ETA: 5:28 - loss: 1855.8665 - logits_profile_predictions_loss: 1799.1482 - logcount_predictions_loss: 0.4152 54/2416 [..............................] - ETA: 5:28 - loss: 1856.1923 - logits_profile_predictions_loss: 1799.4582 - logcount_predictions_loss: 0.4153 55/2416 [..............................] - ETA: 5:28 - loss: 1856.5189 - logits_profile_predictions_loss: 1799.7718 - logcount_predictions_loss: 0.4154 56/2416 [..............................] - ETA: 5:28 - loss: 1856.8497 - logits_profile_predictions_loss: 1800.0852 - logcount_predictions_loss: 0.4156 57/2416 [..............................] - ETA: 5:28 - loss: 1857.1831 - logits_profile_predictions_loss: 1800.4044 - logcount_predictions_loss: 0.4157 58/2416 [..............................] - ETA: 5:28 - loss: 1857.5236 - logits_profile_predictions_loss: 1800.7370 - logcount_predictions_loss: 0.4157 59/2416 [..............................] - ETA: 5:27 - loss: 1857.7702 - logits_profile_predictions_loss: 1800.9765 - logcount_predictions_loss: 0.4158 60/2416 [..............................] - ETA: 5:27 - loss: 1858.0291 - logits_profile_predictions_loss: 1801.2294 - logcount_predictions_loss: 0.4158 61/2416 [..............................] - ETA: 5:27 - loss: 1858.2606 - logits_profile_predictions_loss: 1801.4579 - logcount_predictions_loss: 0.4158 62/2416 [..............................] - ETA: 5:27 - loss: 1858.5332 - logits_profile_predictions_loss: 1801.7243 - logcount_predictions_loss: 0.4159 63/2416 [..............................] - ETA: 5:27 - loss: 1858.7702 - logits_profile_predictions_loss: 1801.9554 - logcount_predictions_loss: 0.4159 64/2416 [..............................] - ETA: 5:27 - loss: 1858.9643 - logits_profile_predictions_loss: 1802.1466 - logcount_predictions_loss: 0.4159 65/2416 [..............................] - ETA: 5:27 - loss: 1859.1489 - logits_profile_predictions_loss: 1802.3318 - logcount_predictions_loss: 0.4159 66/2416 [..............................] - ETA: 5:27 - loss: 1859.4033 - logits_profile_predictions_loss: 1802.5900 - logcount_predictions_loss: 0.4159 67/2416 [..............................] - ETA: 5:26 - loss: 1859.6214 - logits_profile_predictions_loss: 1802.8093 - logcount_predictions_loss: 0.4159 68/2416 [..............................] - ETA: 5:26 - loss: 1859.8057 - logits_profile_predictions_loss: 1802.9918 - logcount_predictions_loss: 0.4159 69/2416 [..............................] - ETA: 5:26 - loss: 1860.0414 - logits_profile_predictions_loss: 1803.2213 - logcount_predictions_loss: 0.4160 70/2416 [..............................] - ETA: 5:26 - loss: 1860.2322 - logits_profile_predictions_loss: 1803.4065 - logcount_predictions_loss: 0.4160 71/2416 [..............................] - ETA: 5:26 - loss: 1860.4363 - logits_profile_predictions_loss: 1803.6018 - logcount_predictions_loss: 0.4161 72/2416 [..............................] - ETA: 5:26 - loss: 1860.6496 - logits_profile_predictions_loss: 1803.8065 - logcount_predictions_loss: 0.4161 73/2416 [..............................] - ETA: 5:26 - loss: 1860.8289 - logits_profile_predictions_loss: 1803.9789 - logcount_predictions_loss: 0.4162 74/2416 [..............................] - ETA: 5:25 - loss: 1860.9816 - logits_profile_predictions_loss: 1804.1213 - logcount_predictions_loss: 0.4163 75/2416 [..............................] - ETA: 5:25 - loss: 1861.1234 - logits_profile_predictions_loss: 1804.2529 - logcount_predictions_loss: 0.4163 76/2416 [..............................] - ETA: 5:25 - loss: 1861.2504 - logits_profile_predictions_loss: 1804.3682 - logcount_predictions_loss: 0.4164 77/2416 [..............................] - ETA: 5:25 - loss: 1861.3878 - logits_profile_predictions_loss: 1804.4960 - logcount_predictions_loss: 0.4165 78/2416 [..............................] - ETA: 5:25 - loss: 1861.4959 - logits_profile_predictions_loss: 1804.5951 - logcount_predictions_loss: 0.4166 79/2416 [..............................] - ETA: 5:25 - loss: 1861.6095 - logits_profile_predictions_loss: 1804.6998 - logcount_predictions_loss: 0.4166 80/2416 [..............................] - ETA: 5:25 - loss: 1861.7306 - logits_profile_predictions_loss: 1804.8141 - logcount_predictions_loss: 0.4167 81/2416 [>.............................] - ETA: 5:24 - loss: 1861.8621 - logits_profile_predictions_loss: 1804.9396 - logcount_predictions_loss: 0.4167 82/2416 [>.............................] - ETA: 5:24 - loss: 1862.0134 - logits_profile_predictions_loss: 1805.0855 - logcount_predictions_loss: 0.4167 83/2416 [>.............................] - ETA: 5:24 - loss: 1862.1634 - logits_profile_predictions_loss: 1805.2314 - logcount_predictions_loss: 0.4168 84/2416 [>.............................] - ETA: 5:24 - loss: 1862.2707 - logits_profile_predictions_loss: 1805.3319 - logcount_predictions_loss: 0.4168 85/2416 [>.............................] - ETA: 5:24 - loss: 1862.3772 - logits_profile_predictions_loss: 1805.4331 - logcount_predictions_loss: 0.4169 86/2416 [>.............................] - ETA: 5:24 - loss: 1862.4463 - logits_profile_predictions_loss: 1805.4921 - logcount_predictions_loss: 0.4169 87/2416 [>.............................] - ETA: 5:24 - loss: 1862.5033 - logits_profile_predictions_loss: 1805.5377 - logcount_predictions_loss: 0.4170 88/2416 [>.............................] - ETA: 5:24 - loss: 1862.5810 - logits_profile_predictions_loss: 1805.6036 - logcount_predictions_loss: 0.4171 89/2416 [>.............................] - ETA: 5:23 - loss: 1862.6211 - logits_profile_predictions_loss: 1805.6343 - logcount_predictions_loss: 0.4172 90/2416 [>.............................] - ETA: 5:23 - loss: 1862.6508 - logits_profile_predictions_loss: 1805.6534 - logcount_predictions_loss: 0.4173 91/2416 [>.............................] - ETA: 5:23 - loss: 1862.6829 - logits_profile_predictions_loss: 1805.6750 - logcount_predictions_loss: 0.4173 92/2416 [>.............................] - ETA: 5:23 - loss: 1862.7233 - logits_profile_predictions_loss: 1805.7034 - logcount_predictions_loss: 0.4174 93/2416 [>.............................] - ETA: 5:23 - loss: 1862.7704 - logits_profile_predictions_loss: 1805.7374 - logcount_predictions_loss: 0.4175 94/2416 [>.............................] - ETA: 5:23 - loss: 1862.8326 - logits_profile_predictions_loss: 1805.7869 - logcount_predictions_loss: 0.4176 95/2416 [>.............................] - ETA: 5:23 - loss: 1862.8850 - logits_profile_predictions_loss: 1805.8277 - logcount_predictions_loss: 0.4177 96/2416 [>.............................] - ETA: 5:22 - loss: 1862.9382 - logits_profile_predictions_loss: 1805.8701 - logcount_predictions_loss: 0.4178 97/2416 [>.............................] - ETA: 5:22 - loss: 1862.9707 - logits_profile_predictions_loss: 1805.8942 - logcount_predictions_loss: 0.4178 98/2416 [>.............................] - ETA: 5:22 - loss: 1862.9848 - logits_profile_predictions_loss: 1805.9003 - logcount_predictions_loss: 0.4179 99/2416 [>.............................] - ETA: 5:22 - loss: 1862.9895 - logits_profile_predictions_loss: 1805.8960 - logcount_predictions_loss: 0.4180 100/2416 [>.............................] - ETA: 5:22 - loss: 1862.9931 - logits_profile_predictions_loss: 1805.8917 - logcount_predictions_loss: 0.4180 101/2416 [>.............................] - ETA: 5:22 - loss: 1862.9931 - logits_profile_predictions_loss: 1805.8828 - logcount_predictions_loss: 0.4181 102/2416 [>.............................] - ETA: 5:22 - loss: 1862.9945 - logits_profile_predictions_loss: 1805.8764 - logcount_predictions_loss: 0.4181 103/2416 [>.............................] - ETA: 5:21 - loss: 1863.0053 - logits_profile_predictions_loss: 1805.8802 - logcount_predictions_loss: 0.4182 104/2416 [>.............................] - ETA: 5:21 - loss: 1863.0237 - logits_profile_predictions_loss: 1805.8922 - logcount_predictions_loss: 0.4182 105/2416 [>.............................] - ETA: 5:21 - loss: 1863.0703 - logits_profile_predictions_loss: 1805.9340 - logcount_predictions_loss: 0.4183 106/2416 [>.............................] - ETA: 5:21 - loss: 1863.0994 - logits_profile_predictions_loss: 1805.9596 - logcount_predictions_loss: 0.4183 107/2416 [>.............................] - ETA: 5:21 - loss: 1863.1416 - logits_profile_predictions_loss: 1805.9989 - logcount_predictions_loss: 0.4183 108/2416 [>.............................] - ETA: 5:21 - loss: 1863.1840 - logits_profile_predictions_loss: 1806.0365 - logcount_predictions_loss: 0.4184 109/2416 [>.............................] - ETA: 5:21 - loss: 1863.2279 - logits_profile_predictions_loss: 1806.0748 - logcount_predictions_loss: 0.4184 110/2416 [>.............................] - ETA: 5:20 - loss: 1863.2505 - 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logits_profile_predictions_loss: 1807.1925 - logcount_predictions_loss: 0.4196 137/2416 [>.............................] - ETA: 5:17 - loss: 1864.5447 - logits_profile_predictions_loss: 1807.2259 - logcount_predictions_loss: 0.4196 138/2416 [>.............................] - ETA: 5:17 - loss: 1864.5808 - logits_profile_predictions_loss: 1807.2594 - logcount_predictions_loss: 0.4196 139/2416 [>.............................] - ETA: 5:16 - loss: 1864.6192 - logits_profile_predictions_loss: 1807.2957 - logcount_predictions_loss: 0.4196 140/2416 [>.............................] - ETA: 5:16 - loss: 1864.6624 - logits_profile_predictions_loss: 1807.3368 - logcount_predictions_loss: 0.4197 141/2416 [>.............................] - ETA: 5:16 - loss: 1864.7078 - logits_profile_predictions_loss: 1807.3803 - logcount_predictions_loss: 0.4197 142/2416 [>.............................] - ETA: 5:16 - loss: 1864.7562 - logits_profile_predictions_loss: 1807.4261 - logcount_predictions_loss: 0.4197 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logits_profile_predictions_loss: 1807.7418 - logcount_predictions_loss: 0.4197 150/2416 [>.............................] - ETA: 5:15 - loss: 1865.1186 - logits_profile_predictions_loss: 1807.7820 - logcount_predictions_loss: 0.4197 151/2416 [>.............................] - ETA: 5:15 - loss: 1865.1636 - logits_profile_predictions_loss: 1807.8274 - logcount_predictions_loss: 0.4197 152/2416 [>.............................] - ETA: 5:15 - loss: 1865.2028 - logits_profile_predictions_loss: 1807.8665 - logcount_predictions_loss: 0.4197 153/2416 [>.............................] - ETA: 5:14 - loss: 1865.2430 - logits_profile_predictions_loss: 1807.9055 - logcount_predictions_loss: 0.4197 154/2416 [>.............................] - ETA: 5:14 - loss: 1865.2753 - logits_profile_predictions_loss: 1807.9367 - logcount_predictions_loss: 0.4198 155/2416 [>.............................] - ETA: 5:14 - loss: 1865.3086 - logits_profile_predictions_loss: 1807.9685 - logcount_predictions_loss: 0.4198 156/2416 [>.............................] - ETA: 5:14 - loss: 1865.3460 - logits_profile_predictions_loss: 1808.0047 - logcount_predictions_loss: 0.4198 157/2416 [>.............................] - ETA: 5:14 - loss: 1865.3758 - logits_profile_predictions_loss: 1808.0335 - logcount_predictions_loss: 0.4198 158/2416 [>.............................] - ETA: 5:14 - loss: 1865.4033 - logits_profile_predictions_loss: 1808.0598 - logcount_predictions_loss: 0.4198 159/2416 [>.............................] - ETA: 5:14 - loss: 1865.4225 - logits_profile_predictions_loss: 1808.0779 - logcount_predictions_loss: 0.4198 160/2416 [>.............................] - ETA: 5:14 - loss: 1865.4321 - logits_profile_predictions_loss: 1808.0861 - logcount_predictions_loss: 0.4198 161/2416 [>.............................] - ETA: 5:13 - loss: 1865.4512 - logits_profile_predictions_loss: 1808.1040 - logcount_predictions_loss: 0.4198 162/2416 [=>............................] - ETA: 5:13 - loss: 1865.4662 - logits_profile_predictions_loss: 1808.1180 - logcount_predictions_loss: 0.4198 163/2416 [=>............................] - ETA: 5:13 - loss: 1865.4860 - logits_profile_predictions_loss: 1808.1361 - logcount_predictions_loss: 0.4198 164/2416 [=>............................] - ETA: 5:13 - loss: 1865.5055 - logits_profile_predictions_loss: 1808.1539 - logcount_predictions_loss: 0.4199 165/2416 [=>............................] - ETA: 5:13 - loss: 1865.5245 - logits_profile_predictions_loss: 1808.1711 - logcount_predictions_loss: 0.4199 166/2416 [=>............................] - ETA: 5:13 - loss: 1865.5371 - logits_profile_predictions_loss: 1808.1822 - logcount_predictions_loss: 0.4199 167/2416 [=>............................] - ETA: 5:13 - loss: 1865.5548 - logits_profile_predictions_loss: 1808.1979 - logcount_predictions_loss: 0.4199 168/2416 [=>............................] - ETA: 5:12 - loss: 1865.5669 - logits_profile_predictions_loss: 1808.2074 - logcount_predictions_loss: 0.4199 169/2416 [=>............................] - ETA: 5:12 - loss: 1865.5804 - logits_profile_predictions_loss: 1808.2190 - logcount_predictions_loss: 0.4199 170/2416 [=>............................] - ETA: 5:12 - loss: 1865.5971 - logits_profile_predictions_loss: 1808.2337 - logcount_predictions_loss: 0.4199 171/2416 [=>............................] - ETA: 5:12 - loss: 1865.6153 - logits_profile_predictions_loss: 1808.2500 - logcount_predictions_loss: 0.4200 172/2416 [=>............................] - ETA: 5:12 - loss: 1865.6422 - logits_profile_predictions_loss: 1808.2750 - logcount_predictions_loss: 0.4200 173/2416 [=>............................] - ETA: 5:12 - loss: 1865.6792 - logits_profile_predictions_loss: 1808.3091 - logcount_predictions_loss: 0.4200 174/2416 [=>............................] - ETA: 5:12 - loss: 1865.7216 - logits_profile_predictions_loss: 1808.3490 - logcount_predictions_loss: 0.4200 175/2416 [=>............................] - ETA: 5:11 - loss: 1865.7566 - logits_profile_predictions_loss: 1808.3813 - logcount_predictions_loss: 0.4200 176/2416 [=>............................] - ETA: 5:11 - loss: 1865.7825 - logits_profile_predictions_loss: 1808.4035 - logcount_predictions_loss: 0.4201 177/2416 [=>............................] - ETA: 5:11 - loss: 1865.8105 - logits_profile_predictions_loss: 1808.4285 - logcount_predictions_loss: 0.4201 178/2416 [=>............................] - ETA: 5:11 - loss: 1865.8375 - logits_profile_predictions_loss: 1808.4523 - logcount_predictions_loss: 0.4201 179/2416 [=>............................] - ETA: 5:11 - loss: 1865.8675 - logits_profile_predictions_loss: 1808.4796 - logcount_predictions_loss: 0.4201 180/2416 [=>............................] - ETA: 5:11 - loss: 1865.8937 - logits_profile_predictions_loss: 1808.5033 - logcount_predictions_loss: 0.4201 181/2416 [=>............................] - ETA: 5:11 - loss: 1865.9150 - logits_profile_predictions_loss: 1808.5220 - logcount_predictions_loss: 0.4202 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377/2416 [===>..........................] - ETA: 4:43 - loss: 1868.1633 - logits_profile_predictions_loss: 1810.3308 - logcount_predictions_loss: 0.4234 378/2416 [===>..........................] - ETA: 4:43 - loss: 1868.1675 - logits_profile_predictions_loss: 1810.3349 - logcount_predictions_loss: 0.4234 379/2416 [===>..........................] - ETA: 4:43 - loss: 1868.1721 - logits_profile_predictions_loss: 1810.3395 - logcount_predictions_loss: 0.4234 380/2416 [===>..........................] - ETA: 4:43 - loss: 1868.1743 - logits_profile_predictions_loss: 1810.3416 - logcount_predictions_loss: 0.4234 381/2416 [===>..........................] - ETA: 4:43 - loss: 1868.1759 - logits_profile_predictions_loss: 1810.3430 - logcount_predictions_loss: 0.4234 382/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1776 - logits_profile_predictions_loss: 1810.3446 - logcount_predictions_loss: 0.4234 383/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1791 - logits_profile_predictions_loss: 1810.3460 - logcount_predictions_loss: 0.4234 384/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1799 - logits_profile_predictions_loss: 1810.3468 - logcount_predictions_loss: 0.4234 385/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1799 - logits_profile_predictions_loss: 1810.3467 - logcount_predictions_loss: 0.4234 386/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1795 - logits_profile_predictions_loss: 1810.3463 - logcount_predictions_loss: 0.4234 387/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1794 - logits_profile_predictions_loss: 1810.3460 - logcount_predictions_loss: 0.4234 388/2416 [===>..........................] - ETA: 4:42 - loss: 1868.1791 - logits_profile_predictions_loss: 1810.3456 - logcount_predictions_loss: 0.4234 389/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1783 - logits_profile_predictions_loss: 1810.3447 - logcount_predictions_loss: 0.4234 390/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1795 - logits_profile_predictions_loss: 1810.3458 - logcount_predictions_loss: 0.4234 391/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1808 - logits_profile_predictions_loss: 1810.3472 - logcount_predictions_loss: 0.4234 392/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1821 - logits_profile_predictions_loss: 1810.3485 - logcount_predictions_loss: 0.4234 393/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1840 - logits_profile_predictions_loss: 1810.3504 - logcount_predictions_loss: 0.4234 394/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1856 - logits_profile_predictions_loss: 1810.3521 - logcount_predictions_loss: 0.4234 395/2416 [===>..........................] - ETA: 4:41 - loss: 1868.1849 - logits_profile_predictions_loss: 1810.3515 - logcount_predictions_loss: 0.4234 396/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1848 - logits_profile_predictions_loss: 1810.3515 - logcount_predictions_loss: 0.4234 397/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1841 - logits_profile_predictions_loss: 1810.3508 - logcount_predictions_loss: 0.4234 398/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1848 - logits_profile_predictions_loss: 1810.3516 - logcount_predictions_loss: 0.4234 399/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1848 - logits_profile_predictions_loss: 1810.3515 - logcount_predictions_loss: 0.4234 400/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1847 - logits_profile_predictions_loss: 1810.3513 - logcount_predictions_loss: 0.4234 401/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1844 - logits_profile_predictions_loss: 1810.3510 - logcount_predictions_loss: 0.4234 402/2416 [===>..........................] - ETA: 4:40 - loss: 1868.1838 - logits_profile_predictions_loss: 1810.3502 - logcount_predictions_loss: 0.4234 403/2416 [====>.........................] - ETA: 4:40 - loss: 1868.1824 - logits_profile_predictions_loss: 1810.3485 - logcount_predictions_loss: 0.4234 404/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1817 - logits_profile_predictions_loss: 1810.3476 - logcount_predictions_loss: 0.4234 405/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1812 - logits_profile_predictions_loss: 1810.3469 - logcount_predictions_loss: 0.4234 406/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1796 - logits_profile_predictions_loss: 1810.3451 - logcount_predictions_loss: 0.4234 407/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1765 - logits_profile_predictions_loss: 1810.3419 - logcount_predictions_loss: 0.4234 408/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1720 - logits_profile_predictions_loss: 1810.3372 - logcount_predictions_loss: 0.4234 409/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1692 - logits_profile_predictions_loss: 1810.3342 - logcount_predictions_loss: 0.4234 410/2416 [====>.........................] - ETA: 4:39 - loss: 1868.1648 - logits_profile_predictions_loss: 1810.3296 - logcount_predictions_loss: 0.4234 411/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1608 - logits_profile_predictions_loss: 1810.3254 - logcount_predictions_loss: 0.4234 412/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1571 - logits_profile_predictions_loss: 1810.3215 - logcount_predictions_loss: 0.4234 413/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1551 - logits_profile_predictions_loss: 1810.3193 - logcount_predictions_loss: 0.4234 414/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1535 - logits_profile_predictions_loss: 1810.3175 - logcount_predictions_loss: 0.4234 415/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1526 - logits_profile_predictions_loss: 1810.3165 - logcount_predictions_loss: 0.4234 416/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1511 - logits_profile_predictions_loss: 1810.3147 - logcount_predictions_loss: 0.4234 417/2416 [====>.........................] - ETA: 4:38 - loss: 1868.1488 - logits_profile_predictions_loss: 1810.3121 - logcount_predictions_loss: 0.4234 418/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1458 - logits_profile_predictions_loss: 1810.3089 - logcount_predictions_loss: 0.4234 419/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1417 - logits_profile_predictions_loss: 1810.3045 - logcount_predictions_loss: 0.4234 420/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1378 - logits_profile_predictions_loss: 1810.3002 - logcount_predictions_loss: 0.4234 421/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1328 - logits_profile_predictions_loss: 1810.2949 - logcount_predictions_loss: 0.4234 422/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1281 - logits_profile_predictions_loss: 1810.2900 - logcount_predictions_loss: 0.4234 423/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1215 - logits_profile_predictions_loss: 1810.2832 - logcount_predictions_loss: 0.4234 424/2416 [====>.........................] - ETA: 4:37 - loss: 1868.1156 - logits_profile_predictions_loss: 1810.2771 - logcount_predictions_loss: 0.4234 425/2416 [====>.........................] - ETA: 4:36 - loss: 1868.1101 - logits_profile_predictions_loss: 1810.2715 - logcount_predictions_loss: 0.4234 426/2416 [====>.........................] - ETA: 4:36 - loss: 1868.1040 - logits_profile_predictions_loss: 1810.2651 - logcount_predictions_loss: 0.4234 427/2416 [====>.........................] - ETA: 4:36 - loss: 1868.0978 - logits_profile_predictions_loss: 1810.2586 - logcount_predictions_loss: 0.4234 428/2416 [====>.........................] - ETA: 4:36 - loss: 1868.0918 - logits_profile_predictions_loss: 1810.2525 - logcount_predictions_loss: 0.4234 429/2416 [====>.........................] - ETA: 4:36 - loss: 1868.0859 - logits_profile_predictions_loss: 1810.2464 - logcount_predictions_loss: 0.4234 430/2416 [====>.........................] - ETA: 4:36 - loss: 1868.0794 - logits_profile_predictions_loss: 1810.2396 - logcount_predictions_loss: 0.4234 431/2416 [====>.........................] - ETA: 4:36 - loss: 1868.0726 - logits_profile_predictions_loss: 1810.2324 - logcount_predictions_loss: 0.4234 432/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0654 - logits_profile_predictions_loss: 1810.2247 - logcount_predictions_loss: 0.4234 433/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0576 - logits_profile_predictions_loss: 1810.2165 - logcount_predictions_loss: 0.4234 434/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0502 - logits_profile_predictions_loss: 1810.2087 - logcount_predictions_loss: 0.4234 435/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0424 - logits_profile_predictions_loss: 1810.2003 - logcount_predictions_loss: 0.4234 436/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0356 - logits_profile_predictions_loss: 1810.1931 - logcount_predictions_loss: 0.4234 437/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0291 - logits_profile_predictions_loss: 1810.1860 - logcount_predictions_loss: 0.4234 438/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0226 - logits_profile_predictions_loss: 1810.1791 - logcount_predictions_loss: 0.4234 439/2416 [====>.........................] - ETA: 4:35 - loss: 1868.0151 - logits_profile_predictions_loss: 1810.1711 - logcount_predictions_loss: 0.4235 440/2416 [====>.........................] - ETA: 4:34 - loss: 1868.0083 - logits_profile_predictions_loss: 1810.1639 - logcount_predictions_loss: 0.4235 441/2416 [====>.........................] - ETA: 4:34 - loss: 1868.0015 - logits_profile_predictions_loss: 1810.1567 - logcount_predictions_loss: 0.4235 442/2416 [====>.........................] - ETA: 4:34 - loss: 1867.9948 - logits_profile_predictions_loss: 1810.1495 - logcount_predictions_loss: 0.4235 443/2416 [====>.........................] - ETA: 4:34 - loss: 1867.9886 - logits_profile_predictions_loss: 1810.1430 - logcount_predictions_loss: 0.4235 444/2416 [====>.........................] - ETA: 4:34 - loss: 1867.9832 - logits_profile_predictions_loss: 1810.1371 - logcount_predictions_loss: 0.4235 445/2416 [====>.........................] - ETA: 4:34 - loss: 1867.9784 - logits_profile_predictions_loss: 1810.1317 - logcount_predictions_loss: 0.4235 446/2416 [====>.........................] - ETA: 4:34 - loss: 1867.9754 - logits_profile_predictions_loss: 1810.1282 - logcount_predictions_loss: 0.4235 447/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9739 - logits_profile_predictions_loss: 1810.1261 - logcount_predictions_loss: 0.4235 448/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9707 - logits_profile_predictions_loss: 1810.1225 - logcount_predictions_loss: 0.4235 449/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9672 - logits_profile_predictions_loss: 1810.1186 - logcount_predictions_loss: 0.4235 450/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9638 - logits_profile_predictions_loss: 1810.1146 - logcount_predictions_loss: 0.4235 451/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9599 - logits_profile_predictions_loss: 1810.1103 - logcount_predictions_loss: 0.4235 452/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9567 - logits_profile_predictions_loss: 1810.1066 - logcount_predictions_loss: 0.4235 453/2416 [====>.........................] - ETA: 4:33 - loss: 1867.9532 - logits_profile_predictions_loss: 1810.1026 - logcount_predictions_loss: 0.4235 454/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9500 - logits_profile_predictions_loss: 1810.0991 - logcount_predictions_loss: 0.4235 455/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9474 - logits_profile_predictions_loss: 1810.0961 - logcount_predictions_loss: 0.4235 456/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9452 - logits_profile_predictions_loss: 1810.0935 - logcount_predictions_loss: 0.4235 457/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9429 - logits_profile_predictions_loss: 1810.0909 - logcount_predictions_loss: 0.4235 458/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9409 - logits_profile_predictions_loss: 1810.0885 - logcount_predictions_loss: 0.4235 459/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9391 - logits_profile_predictions_loss: 1810.0864 - logcount_predictions_loss: 0.4235 460/2416 [====>.........................] - ETA: 4:32 - loss: 1867.9370 - logits_profile_predictions_loss: 1810.0840 - logcount_predictions_loss: 0.4235 461/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9344 - logits_profile_predictions_loss: 1810.0812 - logcount_predictions_loss: 0.4235 462/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9322 - logits_profile_predictions_loss: 1810.0787 - logcount_predictions_loss: 0.4235 463/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9295 - logits_profile_predictions_loss: 1810.0757 - logcount_predictions_loss: 0.4235 464/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9274 - logits_profile_predictions_loss: 1810.0734 - logcount_predictions_loss: 0.4235 465/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9248 - logits_profile_predictions_loss: 1810.0706 - logcount_predictions_loss: 0.4235 466/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9221 - logits_profile_predictions_loss: 1810.0676 - logcount_predictions_loss: 0.4235 467/2416 [====>.........................] - ETA: 4:31 - loss: 1867.9188 - logits_profile_predictions_loss: 1810.0641 - logcount_predictions_loss: 0.4235 468/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9160 - logits_profile_predictions_loss: 1810.0610 - logcount_predictions_loss: 0.4235 469/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9135 - logits_profile_predictions_loss: 1810.0583 - logcount_predictions_loss: 0.4235 470/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9106 - logits_profile_predictions_loss: 1810.0552 - logcount_predictions_loss: 0.4235 471/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9077 - logits_profile_predictions_loss: 1810.0522 - logcount_predictions_loss: 0.4235 472/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9044 - logits_profile_predictions_loss: 1810.0487 - logcount_predictions_loss: 0.4235 473/2416 [====>.........................] - ETA: 4:30 - loss: 1867.9008 - logits_profile_predictions_loss: 1810.0448 - logcount_predictions_loss: 0.4235 474/2416 [====>.........................] - ETA: 4:30 - loss: 1867.8968 - logits_profile_predictions_loss: 1810.0406 - logcount_predictions_loss: 0.4235 475/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8923 - logits_profile_predictions_loss: 1810.0358 - logcount_predictions_loss: 0.4235 476/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8881 - logits_profile_predictions_loss: 1810.0313 - logcount_predictions_loss: 0.4235 477/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8839 - logits_profile_predictions_loss: 1810.0267 - logcount_predictions_loss: 0.4236 478/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8795 - logits_profile_predictions_loss: 1810.0219 - logcount_predictions_loss: 0.4236 479/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8761 - logits_profile_predictions_loss: 1810.0181 - logcount_predictions_loss: 0.4236 480/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8715 - logits_profile_predictions_loss: 1810.0131 - logcount_predictions_loss: 0.4236 481/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8662 - logits_profile_predictions_loss: 1810.0074 - logcount_predictions_loss: 0.4236 482/2416 [====>.........................] - ETA: 4:29 - loss: 1867.8606 - logits_profile_predictions_loss: 1810.0013 - logcount_predictions_loss: 0.4236 483/2416 [====>.........................] - ETA: 4:28 - loss: 1867.8544 - logits_profile_predictions_loss: 1809.9946 - logcount_predictions_loss: 0.4236 484/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8479 - logits_profile_predictions_loss: 1809.9876 - logcount_predictions_loss: 0.4236 485/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8413 - logits_profile_predictions_loss: 1809.9805 - logcount_predictions_loss: 0.4236 486/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8344 - logits_profile_predictions_loss: 1809.9731 - logcount_predictions_loss: 0.4236 487/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8273 - logits_profile_predictions_loss: 1809.9655 - logcount_predictions_loss: 0.4236 488/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8212 - logits_profile_predictions_loss: 1809.9589 - logcount_predictions_loss: 0.4236 489/2416 [=====>........................] - ETA: 4:28 - loss: 1867.8152 - logits_profile_predictions_loss: 1809.9524 - logcount_predictions_loss: 0.4236 490/2416 [=====>........................] - ETA: 4:27 - loss: 1867.8081 - logits_profile_predictions_loss: 1809.9448 - logcount_predictions_loss: 0.4236 491/2416 [=====>........................] - ETA: 4:27 - loss: 1867.8002 - logits_profile_predictions_loss: 1809.9364 - logcount_predictions_loss: 0.4236 492/2416 [=====>........................] - ETA: 4:27 - loss: 1867.7919 - logits_profile_predictions_loss: 1809.9274 - logcount_predictions_loss: 0.4236 493/2416 [=====>........................] - ETA: 4:27 - loss: 1867.7841 - logits_profile_predictions_loss: 1809.9192 - logcount_predictions_loss: 0.4236 494/2416 [=====>........................] - ETA: 4:27 - loss: 1867.7764 - logits_profile_predictions_loss: 1809.9109 - logcount_predictions_loss: 0.4236 495/2416 [=====>........................] - ETA: 4:27 - loss: 1867.7687 - logits_profile_predictions_loss: 1809.9027 - logcount_predictions_loss: 0.4236 496/2416 [=====>........................] - ETA: 4:27 - loss: 1867.7622 - logits_profile_predictions_loss: 1809.8956 - logcount_predictions_loss: 0.4236 497/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7559 - logits_profile_predictions_loss: 1809.8888 - logcount_predictions_loss: 0.4236 498/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7502 - logits_profile_predictions_loss: 1809.8827 - logcount_predictions_loss: 0.4236 499/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7437 - logits_profile_predictions_loss: 1809.8756 - logcount_predictions_loss: 0.4236 500/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7379 - logits_profile_predictions_loss: 1809.8691 - logcount_predictions_loss: 0.4236 501/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7325 - logits_profile_predictions_loss: 1809.8631 - logcount_predictions_loss: 0.4236 502/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7270 - logits_profile_predictions_loss: 1809.8570 - logcount_predictions_loss: 0.4236 503/2416 [=====>........................] - ETA: 4:26 - loss: 1867.7223 - logits_profile_predictions_loss: 1809.8515 - logcount_predictions_loss: 0.4236 504/2416 [=====>........................] - ETA: 4:25 - loss: 1867.7178 - logits_profile_predictions_loss: 1809.8464 - logcount_predictions_loss: 0.4237 505/2416 [=====>........................] - ETA: 4:25 - loss: 1867.7142 - logits_profile_predictions_loss: 1809.8421 - logcount_predictions_loss: 0.4237 506/2416 [=====>........................] - ETA: 4:25 - loss: 1867.7103 - logits_profile_predictions_loss: 1809.8375 - logcount_predictions_loss: 0.4237 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logits_profile_predictions_loss: 1809.7999 - logcount_predictions_loss: 0.4237 514/2416 [=====>........................] - ETA: 4:24 - loss: 1867.6722 - logits_profile_predictions_loss: 1809.7943 - logcount_predictions_loss: 0.4237 515/2416 [=====>........................] - ETA: 4:24 - loss: 1867.6678 - logits_profile_predictions_loss: 1809.7892 - logcount_predictions_loss: 0.4237 516/2416 [=====>........................] - ETA: 4:24 - loss: 1867.6635 - logits_profile_predictions_loss: 1809.7844 - logcount_predictions_loss: 0.4237 517/2416 [=====>........................] - ETA: 4:24 - loss: 1867.6587 - logits_profile_predictions_loss: 1809.7791 - logcount_predictions_loss: 0.4237 518/2416 [=====>........................] - ETA: 4:24 - loss: 1867.6553 - logits_profile_predictions_loss: 1809.7751 - logcount_predictions_loss: 0.4237 519/2416 [=====>........................] - ETA: 4:23 - loss: 1867.6524 - logits_profile_predictions_loss: 1809.7715 - logcount_predictions_loss: 0.4237 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logcount_predictions_loss: 0.3899 - val_loss: 2245.9907 - val_logits_profile_predictions_loss: 2141.1262 - val_logcount_predictions_loss: 0.7677 Epoch 00014: val_loss did not improve from 2242.66895 Epoch 15/50 1/2416 [..............................] - ETA: 6:39 - loss: 1871.0569 - logits_profile_predictions_loss: 1815.3760 - logcount_predictions_loss: 0.4076 2/2416 [..............................] - ETA: 5:35 - loss: 1853.6304 - logits_profile_predictions_loss: 1798.8447 - logcount_predictions_loss: 0.4011 3/2416 [..............................] - ETA: 5:35 - loss: 1841.9620 - logits_profile_predictions_loss: 1786.5278 - logcount_predictions_loss: 0.4058 4/2416 [..............................] - ETA: 5:35 - loss: 1821.8576 - logits_profile_predictions_loss: 1765.2433 - logcount_predictions_loss: 0.4145 5/2416 [..............................] - ETA: 5:35 - loss: 1809.4182 - logits_profile_predictions_loss: 1752.7949 - logcount_predictions_loss: 0.4145 6/2416 [..............................] - ETA: 5:35 - loss: 1810.1061 - logits_profile_predictions_loss: 1754.0791 - logcount_predictions_loss: 0.4102 7/2416 [..............................] - ETA: 5:35 - loss: 1809.8581 - logits_profile_predictions_loss: 1754.2037 - logcount_predictions_loss: 0.4074 8/2416 [..............................] - ETA: 5:34 - loss: 1809.0676 - logits_profile_predictions_loss: 1753.8485 - logcount_predictions_loss: 0.4042 9/2416 [..............................] - ETA: 5:34 - loss: 1809.3695 - logits_profile_predictions_loss: 1754.6052 - logcount_predictions_loss: 0.4009 10/2416 [..............................] - ETA: 5:34 - loss: 1810.4931 - logits_profile_predictions_loss: 1756.0679 - logcount_predictions_loss: 0.3984 11/2416 [..............................] - ETA: 5:34 - loss: 1811.6667 - logits_profile_predictions_loss: 1757.5774 - logcount_predictions_loss: 0.3960 12/2416 [..............................] - ETA: 5:34 - loss: 1812.6406 - logits_profile_predictions_loss: 1758.5609 - logcount_predictions_loss: 0.3959 13/2416 [..............................] - ETA: 5:34 - loss: 1813.4388 - logits_profile_predictions_loss: 1759.3462 - logcount_predictions_loss: 0.3960 14/2416 [..............................] - ETA: 5:34 - loss: 1813.3699 - logits_profile_predictions_loss: 1759.2626 - logcount_predictions_loss: 0.3961 15/2416 [..............................] - ETA: 5:33 - loss: 1812.5840 - logits_profile_predictions_loss: 1758.5076 - logcount_predictions_loss: 0.3959 16/2416 [..............................] - ETA: 5:33 - loss: 1811.9157 - logits_profile_predictions_loss: 1757.9154 - logcount_predictions_loss: 0.3953 17/2416 [..............................] - ETA: 5:33 - loss: 1811.4222 - logits_profile_predictions_loss: 1757.5175 - logcount_predictions_loss: 0.3946 18/2416 [..............................] - ETA: 5:33 - loss: 1811.2178 - logits_profile_predictions_loss: 1757.4219 - logcount_predictions_loss: 0.3938 19/2416 [..............................] - ETA: 5:33 - loss: 1810.5683 - logits_profile_predictions_loss: 1756.8777 - logcount_predictions_loss: 0.3931 20/2416 [..............................] - ETA: 5:33 - loss: 1810.0200 - logits_profile_predictions_loss: 1756.4294 - logcount_predictions_loss: 0.3923 21/2416 [..............................] - ETA: 5:33 - loss: 1809.5277 - logits_profile_predictions_loss: 1755.9854 - logcount_predictions_loss: 0.3920 22/2416 [..............................] - ETA: 5:33 - loss: 1808.9572 - logits_profile_predictions_loss: 1755.4695 - logcount_predictions_loss: 0.3916 23/2416 [..............................] - ETA: 5:32 - loss: 1808.3037 - logits_profile_predictions_loss: 1754.8758 - logcount_predictions_loss: 0.3911 24/2416 [..............................] - ETA: 5:32 - loss: 1808.1018 - logits_profile_predictions_loss: 1754.7202 - logcount_predictions_loss: 0.3908 25/2416 [..............................] - ETA: 5:32 - loss: 1808.1499 - logits_profile_predictions_loss: 1754.8421 - logcount_predictions_loss: 0.3902 26/2416 [..............................] - ETA: 5:32 - loss: 1807.7286 - logits_profile_predictions_loss: 1754.5016 - logcount_predictions_loss: 0.3897 27/2416 [..............................] - ETA: 5:32 - loss: 1807.4292 - logits_profile_predictions_loss: 1754.2898 - logcount_predictions_loss: 0.3890 28/2416 [..............................] - ETA: 5:32 - loss: 1807.1685 - logits_profile_predictions_loss: 1754.1102 - logcount_predictions_loss: 0.3884 29/2416 [..............................] - ETA: 5:32 - loss: 1806.9025 - logits_profile_predictions_loss: 1753.9176 - logcount_predictions_loss: 0.3879 30/2416 [..............................] - ETA: 5:31 - loss: 1806.4350 - logits_profile_predictions_loss: 1753.5192 - logcount_predictions_loss: 0.3874 31/2416 [..............................] - ETA: 5:31 - loss: 1805.8511 - logits_profile_predictions_loss: 1752.9988 - logcount_predictions_loss: 0.3869 32/2416 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logits_profile_predictions_loss: 1776.9127 - logcount_predictions_loss: 0.3569 429/2416 [====>.........................] - ETA: 4:35 - loss: 1825.6911 - logits_profile_predictions_loss: 1776.9358 - logcount_predictions_loss: 0.3569 430/2416 [====>.........................] - ETA: 4:35 - loss: 1825.7124 - logits_profile_predictions_loss: 1776.9587 - logcount_predictions_loss: 0.3569 431/2416 [====>.........................] - ETA: 4:35 - loss: 1825.7326 - logits_profile_predictions_loss: 1776.9803 - logcount_predictions_loss: 0.3569 432/2416 [====>.........................] - ETA: 4:35 - loss: 1825.7532 - logits_profile_predictions_loss: 1777.0024 - logcount_predictions_loss: 0.3569 433/2416 [====>.........................] - ETA: 4:35 - loss: 1825.7728 - logits_profile_predictions_loss: 1777.0235 - logcount_predictions_loss: 0.3569 434/2416 [====>.........................] - ETA: 4:34 - loss: 1825.7928 - logits_profile_predictions_loss: 1777.0450 - logcount_predictions_loss: 0.3569 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logcount_predictions_loss: 0.3579 2411/2416 [============================>.] - ETA: 0s - loss: 1831.5839 - logits_profile_predictions_loss: 1782.6915 - logcount_predictions_loss: 0.3579 2412/2416 [============================>.] - ETA: 0s - loss: 1831.5847 - logits_profile_predictions_loss: 1782.6920 - logcount_predictions_loss: 0.3579 2413/2416 [============================>.] - ETA: 0s - loss: 1831.5856 - logits_profile_predictions_loss: 1782.6925 - logcount_predictions_loss: 0.3579 2414/2416 [============================>.] - ETA: 0s - loss: 1831.5865 - logits_profile_predictions_loss: 1782.6931 - logcount_predictions_loss: 0.3579 2415/2416 [============================>.] - ETA: 0s - loss: 1831.5874 - logits_profile_predictions_loss: 1782.6937 - logcount_predictions_loss: 0.3579 2416/2416 [==============================] - ETA: 0s - loss: 1831.5884 - logits_profile_predictions_loss: 1782.6943 - logcount_predictions_loss: 0.3579 2416/2416 [==============================] - 354s 147ms/step - loss: 1831.5893 - logits_profile_predictions_loss: 1782.6949 - logcount_predictions_loss: 0.3579 - val_loss: 2246.1455 - val_logits_profile_predictions_loss: 2147.2256 - val_logcount_predictions_loss: 0.7242 Epoch 00015: val_loss did not improve from 2242.66895 Epoch 16/50 1/2416 [..............................] - ETA: 6:32 - loss: 1831.9686 - logits_profile_predictions_loss: 1787.8423 - logcount_predictions_loss: 0.3230 2/2416 [..............................] - ETA: 5:36 - loss: 1873.7636 - logits_profile_predictions_loss: 1829.2603 - logcount_predictions_loss: 0.3258 3/2416 [..............................] - ETA: 5:35 - loss: 1886.1425 - logits_profile_predictions_loss: 1842.3722 - logcount_predictions_loss: 0.3204 4/2416 [..............................] - ETA: 5:34 - loss: 1901.1084 - logits_profile_predictions_loss: 1856.2144 - logcount_predictions_loss: 0.3287 5/2416 [..............................] - ETA: 5:34 - loss: 1901.9340 - logits_profile_predictions_loss: 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logcount_predictions_loss: 0.3350 2412/2416 [============================>.] - ETA: 0s - loss: 1821.5936 - logits_profile_predictions_loss: 1775.8301 - logcount_predictions_loss: 0.3350 2413/2416 [============================>.] - ETA: 0s - loss: 1821.5947 - logits_profile_predictions_loss: 1775.8308 - logcount_predictions_loss: 0.3350 2414/2416 [============================>.] - ETA: 0s - loss: 1821.5957 - logits_profile_predictions_loss: 1775.8316 - logcount_predictions_loss: 0.3350 2415/2416 [============================>.] - ETA: 0s - loss: 1821.5967 - logits_profile_predictions_loss: 1775.8324 - logcount_predictions_loss: 0.3350 2416/2416 [==============================] - ETA: 0s - loss: 1821.5977 - logits_profile_predictions_loss: 1775.8331 - logcount_predictions_loss: 0.3350 2416/2416 [==============================] - 355s 147ms/step - loss: 1821.5987 - logits_profile_predictions_loss: 1775.8338 - logcount_predictions_loss: 0.3350 - val_loss: 2257.8264 - val_logits_profile_predictions_loss: 2157.5916 - val_logcount_predictions_loss: 0.7338 Epoch 00016: val_loss did not improve from 2242.66895 Epoch 17/50 1/2416 [..............................] - ETA: 6:41 - loss: 1804.6578 - logits_profile_predictions_loss: 1757.6317 - logcount_predictions_loss: 0.3443 2/2416 [..............................] - ETA: 5:58 - loss: 1813.6279 - logits_profile_predictions_loss: 1769.7827 - logcount_predictions_loss: 0.3210 3/2416 [..............................] - ETA: 5:46 - loss: 1851.0018 - logits_profile_predictions_loss: 1808.5639 - logcount_predictions_loss: 0.3107 4/2416 [..............................] - ETA: 5:42 - loss: 1864.7677 - logits_profile_predictions_loss: 1822.9771 - logcount_predictions_loss: 0.3059 5/2416 [..............................] - ETA: 5:40 - loss: 1862.1713 - logits_profile_predictions_loss: 1821.0025 - logcount_predictions_loss: 0.3014 6/2416 [..............................] - ETA: 5:39 - loss: 1857.5656 - logits_profile_predictions_loss: 1816.5590 - logcount_predictions_loss: 0.3002 7/2416 [..............................] - ETA: 5:38 - loss: 1858.3405 - logits_profile_predictions_loss: 1817.7047 - logcount_predictions_loss: 0.2975 8/2416 [..............................] - ETA: 5:37 - loss: 1856.1003 - logits_profile_predictions_loss: 1815.4909 - logcount_predictions_loss: 0.2973 9/2416 [..............................] - ETA: 5:36 - loss: 1853.5297 - logits_profile_predictions_loss: 1813.0015 - logcount_predictions_loss: 0.2967 10/2416 [..............................] - ETA: 5:36 - loss: 1850.4690 - logits_profile_predictions_loss: 1809.9001 - logcount_predictions_loss: 0.2970 11/2416 [..............................] - ETA: 5:36 - loss: 1848.5150 - logits_profile_predictions_loss: 1807.9241 - logcount_predictions_loss: 0.2972 12/2416 [..............................] - ETA: 5:35 - loss: 1847.9135 - logits_profile_predictions_loss: 1807.4100 - logcount_predictions_loss: 0.2965 13/2416 [..............................] - ETA: 5:35 - loss: 1846.0965 - logits_profile_predictions_loss: 1805.6351 - logcount_predictions_loss: 0.2962 14/2416 [..............................] - ETA: 5:34 - loss: 1843.9478 - logits_profile_predictions_loss: 1803.5752 - logcount_predictions_loss: 0.2956 15/2416 [..............................] - ETA: 5:34 - loss: 1842.6384 - logits_profile_predictions_loss: 1802.2829 - logcount_predictions_loss: 0.2954 16/2416 [..............................] - ETA: 5:34 - loss: 1841.4986 - logits_profile_predictions_loss: 1801.1907 - logcount_predictions_loss: 0.2951 17/2416 [..............................] - ETA: 5:34 - loss: 1840.7022 - logits_profile_predictions_loss: 1800.3795 - logcount_predictions_loss: 0.2952 18/2416 [..............................] - ETA: 5:33 - loss: 1840.0684 - logits_profile_predictions_loss: 1799.6712 - logcount_predictions_loss: 0.2957 19/2416 [..............................] - ETA: 5:33 - loss: 1839.6197 - logits_profile_predictions_loss: 1799.1906 - logcount_predictions_loss: 0.2960 20/2416 [..............................] - ETA: 5:33 - loss: 1839.0014 - logits_profile_predictions_loss: 1798.5700 - logcount_predictions_loss: 0.2960 21/2416 [..............................] - ETA: 5:33 - loss: 1838.3717 - logits_profile_predictions_loss: 1797.9279 - logcount_predictions_loss: 0.2961 22/2416 [..............................] - ETA: 5:33 - loss: 1837.8147 - logits_profile_predictions_loss: 1797.3220 - logcount_predictions_loss: 0.2964 23/2416 [..............................] - ETA: 5:32 - loss: 1837.4828 - logits_profile_predictions_loss: 1796.9326 - logcount_predictions_loss: 0.2969 24/2416 [..............................] - ETA: 5:32 - loss: 1837.2913 - logits_profile_predictions_loss: 1796.6853 - logcount_predictions_loss: 0.2973 25/2416 [..............................] - ETA: 5:32 - loss: 1837.3043 - logits_profile_predictions_loss: 1796.6670 - logcount_predictions_loss: 0.2975 26/2416 [..............................] - ETA: 5:32 - loss: 1837.0185 - logits_profile_predictions_loss: 1796.3344 - logcount_predictions_loss: 0.2978 27/2416 [..............................] - ETA: 5:32 - loss: 1836.4454 - logits_profile_predictions_loss: 1795.7183 - logcount_predictions_loss: 0.2981 28/2416 [..............................] - ETA: 5:32 - loss: 1835.9321 - logits_profile_predictions_loss: 1795.1585 - logcount_predictions_loss: 0.2985 29/2416 [..............................] - ETA: 5:31 - loss: 1835.4632 - logits_profile_predictions_loss: 1794.6449 - logcount_predictions_loss: 0.2988 30/2416 [..............................] - ETA: 5:31 - loss: 1835.4244 - logits_profile_predictions_loss: 1794.5660 - logcount_predictions_loss: 0.2991 31/2416 [..............................] - ETA: 5:31 - loss: 1835.2809 - logits_profile_predictions_loss: 1794.3831 - logcount_predictions_loss: 0.2994 32/2416 [..............................] - ETA: 5:31 - loss: 1835.0085 - logits_profile_predictions_loss: 1794.0755 - logcount_predictions_loss: 0.2997 33/2416 [..............................] - ETA: 5:31 - loss: 1834.8322 - logits_profile_predictions_loss: 1793.8460 - logcount_predictions_loss: 0.3000 34/2416 [..............................] - ETA: 5:31 - loss: 1834.6771 - logits_profile_predictions_loss: 1793.6456 - logcount_predictions_loss: 0.3004 35/2416 [..............................] - ETA: 5:30 - loss: 1834.4955 - logits_profile_predictions_loss: 1793.4321 - logcount_predictions_loss: 0.3006 36/2416 [..............................] - ETA: 5:30 - loss: 1834.3853 - logits_profile_predictions_loss: 1793.2935 - logcount_predictions_loss: 0.3008 37/2416 [..............................] - ETA: 5:30 - loss: 1834.1408 - logits_profile_predictions_loss: 1793.0112 - logcount_predictions_loss: 0.3011 38/2416 [..............................] - ETA: 5:30 - loss: 1834.1419 - logits_profile_predictions_loss: 1792.9796 - logcount_predictions_loss: 0.3013 39/2416 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logits_profile_predictions_loss: 1765.0033 - logcount_predictions_loss: 0.3054 423/2416 [====>.........................] - ETA: 4:36 - loss: 1806.7007 - logits_profile_predictions_loss: 1764.9798 - logcount_predictions_loss: 0.3054 424/2416 [====>.........................] - ETA: 4:36 - loss: 1806.6751 - logits_profile_predictions_loss: 1764.9564 - logcount_predictions_loss: 0.3054 425/2416 [====>.........................] - ETA: 4:36 - loss: 1806.6500 - logits_profile_predictions_loss: 1764.9336 - logcount_predictions_loss: 0.3054 426/2416 [====>.........................] - ETA: 4:36 - loss: 1806.6252 - logits_profile_predictions_loss: 1764.9109 - logcount_predictions_loss: 0.3054 427/2416 [====>.........................] - ETA: 4:36 - loss: 1806.5998 - logits_profile_predictions_loss: 1764.8877 - logcount_predictions_loss: 0.3054 428/2416 [====>.........................] - ETA: 4:35 - loss: 1806.5730 - logits_profile_predictions_loss: 1764.8631 - logcount_predictions_loss: 0.3053 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logits_profile_predictions_loss: 1764.6816 - logcount_predictions_loss: 0.3052 436/2416 [====>.........................] - ETA: 4:34 - loss: 1806.3497 - logits_profile_predictions_loss: 1764.6564 - logcount_predictions_loss: 0.3052 437/2416 [====>.........................] - ETA: 4:34 - loss: 1806.3225 - logits_profile_predictions_loss: 1764.6312 - logcount_predictions_loss: 0.3052 438/2416 [====>.........................] - ETA: 4:34 - loss: 1806.2944 - logits_profile_predictions_loss: 1764.6052 - logcount_predictions_loss: 0.3052 439/2416 [====>.........................] - ETA: 4:34 - loss: 1806.2659 - logits_profile_predictions_loss: 1764.5787 - logcount_predictions_loss: 0.3052 440/2416 [====>.........................] - ETA: 4:34 - loss: 1806.2373 - logits_profile_predictions_loss: 1764.5522 - logcount_predictions_loss: 0.3052 441/2416 [====>.........................] - ETA: 4:34 - loss: 1806.2090 - logits_profile_predictions_loss: 1764.5259 - logcount_predictions_loss: 0.3052 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logcount_predictions_loss: 0.2976 2406/2416 [============================>.] - ETA: 1s - loss: 1801.4298 - logits_profile_predictions_loss: 1760.7758 - logcount_predictions_loss: 0.2976 2407/2416 [============================>.] - ETA: 1s - loss: 1801.4293 - logits_profile_predictions_loss: 1760.7755 - logcount_predictions_loss: 0.2976 2408/2416 [============================>.] - ETA: 1s - loss: 1801.4288 - logits_profile_predictions_loss: 1760.7752 - logcount_predictions_loss: 0.2976 2409/2416 [============================>.] - ETA: 0s - loss: 1801.4284 - logits_profile_predictions_loss: 1760.7749 - logcount_predictions_loss: 0.2976 2410/2416 [============================>.] - ETA: 0s - loss: 1801.4279 - logits_profile_predictions_loss: 1760.7747 - logcount_predictions_loss: 0.2976 2411/2416 [============================>.] - ETA: 0s - loss: 1801.4275 - logits_profile_predictions_loss: 1760.7744 - logcount_predictions_loss: 0.2976 2412/2416 [============================>.] - ETA: 0s - loss: 1801.4270 - logits_profile_predictions_loss: 1760.7741 - logcount_predictions_loss: 0.2976 2413/2416 [============================>.] - ETA: 0s - loss: 1801.4266 - logits_profile_predictions_loss: 1760.7738 - logcount_predictions_loss: 0.2976 2414/2416 [============================>.] - ETA: 0s - loss: 1801.4261 - logits_profile_predictions_loss: 1760.7735 - logcount_predictions_loss: 0.2976 2415/2416 [============================>.] - ETA: 0s - loss: 1801.4257 - logits_profile_predictions_loss: 1760.7733 - logcount_predictions_loss: 0.2976 2416/2416 [==============================] - ETA: 0s - loss: 1801.4253 - logits_profile_predictions_loss: 1760.7730 - logcount_predictions_loss: 0.2976 2416/2416 [==============================] - 355s 147ms/step - loss: 1801.4249 - logits_profile_predictions_loss: 1760.7728 - logcount_predictions_loss: 0.2976 - val_loss: 2263.9534 - val_logits_profile_predictions_loss: 2161.9138 - val_logcount_predictions_loss: 0.7470 Epoch 00017: val_loss did not improve from 2242.66895 Epoch 18/50 1/2416 [..............................] - ETA: 6:43 - loss: 1833.2856 - logits_profile_predictions_loss: 1801.4188 - logcount_predictions_loss: 0.2333 2/2416 [..............................] - ETA: 5:46 - loss: 1859.2999 - logits_profile_predictions_loss: 1826.5661 - logcount_predictions_loss: 0.2396 3/2416 [..............................] - ETA: 5:41 - loss: 1869.5624 - logits_profile_predictions_loss: 1836.7705 - logcount_predictions_loss: 0.2401 4/2416 [..............................] - ETA: 5:38 - loss: 1876.7606 - logits_profile_predictions_loss: 1843.9926 - logcount_predictions_loss: 0.2399 5/2416 [..............................] - ETA: 5:37 - loss: 1884.5313 - logits_profile_predictions_loss: 1851.9813 - logcount_predictions_loss: 0.2383 6/2416 [..............................] - ETA: 5:36 - loss: 1887.4595 - logits_profile_predictions_loss: 1854.9984 - logcount_predictions_loss: 0.2376 7/2416 [..............................] - ETA: 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logcount_predictions_loss: 0.2446 14/2416 [..............................] - ETA: 5:34 - loss: 1865.6712 - logits_profile_predictions_loss: 1832.3031 - logcount_predictions_loss: 0.2443 15/2416 [..............................] - ETA: 5:34 - loss: 1864.3428 - logits_profile_predictions_loss: 1831.0014 - logcount_predictions_loss: 0.2441 16/2416 [..............................] - ETA: 5:34 - loss: 1862.5897 - logits_profile_predictions_loss: 1829.2933 - logcount_predictions_loss: 0.2438 17/2416 [..............................] - ETA: 5:33 - loss: 1860.6072 - logits_profile_predictions_loss: 1827.3240 - logcount_predictions_loss: 0.2437 18/2416 [..............................] - ETA: 5:33 - loss: 1857.9628 - logits_profile_predictions_loss: 1824.6985 - logcount_predictions_loss: 0.2435 19/2416 [..............................] - ETA: 5:33 - loss: 1855.3188 - logits_profile_predictions_loss: 1822.0687 - logcount_predictions_loss: 0.2434 20/2416 [..............................] - ETA: 5:33 - loss: 1852.9228 - logits_profile_predictions_loss: 1819.6883 - logcount_predictions_loss: 0.2433 21/2416 [..............................] - ETA: 5:33 - loss: 1850.9973 - logits_profile_predictions_loss: 1817.7711 - logcount_predictions_loss: 0.2432 22/2416 [..............................] - ETA: 5:32 - loss: 1848.9931 - logits_profile_predictions_loss: 1815.7747 - logcount_predictions_loss: 0.2432 23/2416 [..............................] - ETA: 5:32 - loss: 1847.0809 - logits_profile_predictions_loss: 1813.8655 - logcount_predictions_loss: 0.2432 24/2416 [..............................] - ETA: 5:32 - loss: 1845.3992 - logits_profile_predictions_loss: 1812.1705 - logcount_predictions_loss: 0.2433 25/2416 [..............................] - ETA: 5:32 - loss: 1843.8770 - logits_profile_predictions_loss: 1810.6394 - logcount_predictions_loss: 0.2433 26/2416 [..............................] - ETA: 5:32 - loss: 1842.5025 - logits_profile_predictions_loss: 1809.2540 - 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logcount_predictions_loss: 0.2769 2342/2416 [============================>.] - ETA: 10s - loss: 1791.4517 - logits_profile_predictions_loss: 1753.6204 - logcount_predictions_loss: 0.2769 2343/2416 [============================>.] - ETA: 10s - loss: 1791.4510 - logits_profile_predictions_loss: 1753.6197 - logcount_predictions_loss: 0.2769 2344/2416 [============================>.] - ETA: 9s - loss: 1791.4504 - logits_profile_predictions_loss: 1753.6190 - logcount_predictions_loss: 0.2769  2345/2416 [============================>.] - ETA: 9s - loss: 1791.4497 - logits_profile_predictions_loss: 1753.6184 - logcount_predictions_loss: 0.2769 2346/2416 [============================>.] - ETA: 9s - loss: 1791.4491 - logits_profile_predictions_loss: 1753.6177 - logcount_predictions_loss: 0.2769 2347/2416 [============================>.] - ETA: 9s - loss: 1791.4484 - logits_profile_predictions_loss: 1753.6170 - logcount_predictions_loss: 0.2769 2348/2416 [============================>.] - ETA: 9s - loss: 1791.4478 - logits_profile_predictions_loss: 1753.6163 - logcount_predictions_loss: 0.2769 2349/2416 [============================>.] - ETA: 9s - loss: 1791.4471 - logits_profile_predictions_loss: 1753.6157 - logcount_predictions_loss: 0.2769 2350/2416 [============================>.] - ETA: 9s - loss: 1791.4465 - logits_profile_predictions_loss: 1753.6150 - logcount_predictions_loss: 0.2769 2351/2416 [============================>.] - ETA: 9s - loss: 1791.4459 - logits_profile_predictions_loss: 1753.6144 - logcount_predictions_loss: 0.2769 2352/2416 [============================>.] - ETA: 8s - loss: 1791.4453 - logits_profile_predictions_loss: 1753.6137 - logcount_predictions_loss: 0.2769 2353/2416 [============================>.] - ETA: 8s - loss: 1791.4447 - logits_profile_predictions_loss: 1753.6131 - logcount_predictions_loss: 0.2769 2354/2416 [============================>.] - ETA: 8s - loss: 1791.4440 - logits_profile_predictions_loss: 1753.6125 - logcount_predictions_loss: 0.2769 2355/2416 [============================>.] - ETA: 8s - loss: 1791.4434 - logits_profile_predictions_loss: 1753.6118 - logcount_predictions_loss: 0.2769 2356/2416 [============================>.] - ETA: 8s - loss: 1791.4428 - logits_profile_predictions_loss: 1753.6112 - logcount_predictions_loss: 0.2769 2357/2416 [============================>.] - ETA: 8s - loss: 1791.4422 - logits_profile_predictions_loss: 1753.6106 - logcount_predictions_loss: 0.2769 2358/2416 [============================>.] - ETA: 8s - loss: 1791.4416 - logits_profile_predictions_loss: 1753.6099 - logcount_predictions_loss: 0.2769 2359/2416 [============================>.] - ETA: 7s - loss: 1791.4410 - logits_profile_predictions_loss: 1753.6093 - logcount_predictions_loss: 0.2769 2360/2416 [============================>.] - ETA: 7s - loss: 1791.4403 - logits_profile_predictions_loss: 1753.6086 - logcount_predictions_loss: 0.2769 2361/2416 [============================>.] - ETA: 7s - 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logcount_predictions_loss: 0.2769 2368/2416 [============================>.] - ETA: 6s - loss: 1791.4352 - logits_profile_predictions_loss: 1753.6033 - logcount_predictions_loss: 0.2769 2369/2416 [============================>.] - ETA: 6s - loss: 1791.4346 - logits_profile_predictions_loss: 1753.6027 - logcount_predictions_loss: 0.2769 2370/2416 [============================>.] - ETA: 6s - loss: 1791.4340 - logits_profile_predictions_loss: 1753.6021 - logcount_predictions_loss: 0.2769 2371/2416 [============================>.] - ETA: 6s - loss: 1791.4335 - logits_profile_predictions_loss: 1753.6016 - logcount_predictions_loss: 0.2769 2372/2416 [============================>.] - ETA: 6s - loss: 1791.4330 - logits_profile_predictions_loss: 1753.6011 - logcount_predictions_loss: 0.2769 2373/2416 [============================>.] - ETA: 5s - loss: 1791.4324 - logits_profile_predictions_loss: 1753.6006 - logcount_predictions_loss: 0.2769 2374/2416 [============================>.] - ETA: 5s - 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logcount_predictions_loss: 0.2769 2381/2416 [============================>.] - ETA: 4s - loss: 1791.4278 - logits_profile_predictions_loss: 1753.5959 - logcount_predictions_loss: 0.2769 2382/2416 [============================>.] - ETA: 4s - loss: 1791.4272 - logits_profile_predictions_loss: 1753.5953 - logcount_predictions_loss: 0.2769 2383/2416 [============================>.] - ETA: 4s - loss: 1791.4266 - logits_profile_predictions_loss: 1753.5947 - logcount_predictions_loss: 0.2769 2384/2416 [============================>.] - ETA: 4s - loss: 1791.4260 - logits_profile_predictions_loss: 1753.5941 - logcount_predictions_loss: 0.2769 2385/2416 [============================>.] - ETA: 4s - loss: 1791.4255 - logits_profile_predictions_loss: 1753.5936 - logcount_predictions_loss: 0.2769 2386/2416 [============================>.] - ETA: 4s - loss: 1791.4249 - logits_profile_predictions_loss: 1753.5930 - logcount_predictions_loss: 0.2769 2387/2416 [============================>.] - ETA: 4s - loss: 1791.4243 - logits_profile_predictions_loss: 1753.5924 - logcount_predictions_loss: 0.2769 2388/2416 [============================>.] - ETA: 3s - loss: 1791.4238 - logits_profile_predictions_loss: 1753.5918 - logcount_predictions_loss: 0.2769 2389/2416 [============================>.] - ETA: 3s - loss: 1791.4232 - logits_profile_predictions_loss: 1753.5913 - logcount_predictions_loss: 0.2769 2390/2416 [============================>.] - ETA: 3s - loss: 1791.4226 - logits_profile_predictions_loss: 1753.5907 - logcount_predictions_loss: 0.2769 2391/2416 [============================>.] - ETA: 3s - loss: 1791.4221 - logits_profile_predictions_loss: 1753.5902 - logcount_predictions_loss: 0.2769 2392/2416 [============================>.] - ETA: 3s - loss: 1791.4215 - logits_profile_predictions_loss: 1753.5896 - logcount_predictions_loss: 0.2769 2393/2416 [============================>.] - ETA: 3s - loss: 1791.4210 - logits_profile_predictions_loss: 1753.5891 - logcount_predictions_loss: 0.2769 2394/2416 [============================>.] - ETA: 3s - loss: 1791.4204 - logits_profile_predictions_loss: 1753.5885 - logcount_predictions_loss: 0.2769 2395/2416 [============================>.] - ETA: 2s - loss: 1791.4198 - logits_profile_predictions_loss: 1753.5879 - logcount_predictions_loss: 0.2769 2396/2416 [============================>.] - ETA: 2s - loss: 1791.4193 - logits_profile_predictions_loss: 1753.5874 - logcount_predictions_loss: 0.2769 2397/2416 [============================>.] - ETA: 2s - loss: 1791.4187 - logits_profile_predictions_loss: 1753.5869 - logcount_predictions_loss: 0.2769 2398/2416 [============================>.] - ETA: 2s - loss: 1791.4182 - logits_profile_predictions_loss: 1753.5864 - logcount_predictions_loss: 0.2769 2399/2416 [============================>.] - ETA: 2s - loss: 1791.4177 - logits_profile_predictions_loss: 1753.5858 - logcount_predictions_loss: 0.2769 2400/2416 [============================>.] - ETA: 2s - loss: 1791.4171 - logits_profile_predictions_loss: 1753.5853 - logcount_predictions_loss: 0.2769 2401/2416 [============================>.] - ETA: 2s - loss: 1791.4166 - logits_profile_predictions_loss: 1753.5848 - logcount_predictions_loss: 0.2769 2402/2416 [============================>.] - ETA: 1s - loss: 1791.4161 - logits_profile_predictions_loss: 1753.5843 - logcount_predictions_loss: 0.2769 2403/2416 [============================>.] - ETA: 1s - loss: 1791.4156 - logits_profile_predictions_loss: 1753.5838 - logcount_predictions_loss: 0.2769 2404/2416 [============================>.] - ETA: 1s - loss: 1791.4151 - logits_profile_predictions_loss: 1753.5833 - logcount_predictions_loss: 0.2769 2405/2416 [============================>.] - ETA: 1s - loss: 1791.4146 - logits_profile_predictions_loss: 1753.5828 - logcount_predictions_loss: 0.2769 2406/2416 [============================>.] - ETA: 1s - loss: 1791.4141 - logits_profile_predictions_loss: 1753.5823 - logcount_predictions_loss: 0.2769 2407/2416 [============================>.] - ETA: 1s - loss: 1791.4135 - logits_profile_predictions_loss: 1753.5818 - logcount_predictions_loss: 0.2769 2408/2416 [============================>.] - ETA: 1s - loss: 1791.4130 - logits_profile_predictions_loss: 1753.5813 - logcount_predictions_loss: 0.2769 2409/2416 [============================>.] - ETA: 0s - loss: 1791.4125 - logits_profile_predictions_loss: 1753.5808 - logcount_predictions_loss: 0.2769 2410/2416 [============================>.] - ETA: 0s - loss: 1791.4119 - logits_profile_predictions_loss: 1753.5802 - logcount_predictions_loss: 0.2769 2411/2416 [============================>.] - ETA: 0s - loss: 1791.4113 - logits_profile_predictions_loss: 1753.5797 - logcount_predictions_loss: 0.2769 2412/2416 [============================>.] - ETA: 0s - loss: 1791.4107 - logits_profile_predictions_loss: 1753.5791 - logcount_predictions_loss: 0.2769 2413/2416 [============================>.] - ETA: 0s - loss: 1791.4101 - logits_profile_predictions_loss: 1753.5785 - logcount_predictions_loss: 0.2769 2414/2416 [============================>.] - ETA: 0s - loss: 1791.4095 - logits_profile_predictions_loss: 1753.5779 - logcount_predictions_loss: 0.2769 2415/2416 [============================>.] - ETA: 0s - loss: 1791.4089 - logits_profile_predictions_loss: 1753.5773 - logcount_predictions_loss: 0.2769 2416/2416 [==============================] - ETA: 0s - loss: 1791.4083 - logits_profile_predictions_loss: 1753.5767 - logcount_predictions_loss: 0.2769 2416/2416 [==============================] - 355s 147ms/step - loss: 1791.4077 - logits_profile_predictions_loss: 1753.5761 - logcount_predictions_loss: 0.2769 - val_loss: 2291.7935 - val_logits_profile_predictions_loss: 2186.3064 - val_logcount_predictions_loss: 0.7722 Epoch 00018: val_loss did not improve from 2242.66895 Restoring model weights from the end of the best epoch. Epoch 00018: early stopping save model save model without bias 2023-01-18_08-48-05: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/bigWigs/ENCSR814KRX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet.h5 got the model loading peaks... got split:test for bed regions:(39417, 10) loading nonpeaks... got split:test for bed regions:(41000, 10) 0/315 100/315 200/315 300/315 2023-01-18_08-53-15: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/bigWigs/ENCSR814KRX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 got the model loading peaks... got split:test for bed regions:(39417, 10) loading nonpeaks... got split:test for bed regions:(41000, 10) 0/315 100/315 200/315 300/315 2023-01-18_08-56-47: python /home/users/anusri/chromatin-atlas-anvil/sherlock/chrombpnet/src/training/predict.py \ --genome=/scratch/groups/akundaje/anusri/chromatin_atlas/reference/hg38.genome.fa \ --bigwig=/oak/stanford/groups/akundaje/projects/chromatin-atlas-2022/DNASE//ENCSR814KRX//preprocessing/bigWigs/ENCSR814KRX.bigWig \ --peaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.peaks.bed \ --nonpeaks=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ --chr_fold_path=/scratch/groups/akundaje/anusri/chromatin_atlas/splits/fold_1.json \ --inputlen=2114 \ --outputlen=1000 \ --output_prefix=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//bias \ --batch_size=256 \ --model_h5=/scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 got the model loading peaks... got split:test for bed regions:(39417, 10) loading nonpeaks... got split:test for bed regions:(41000, 10) 0/315 100/315 200/315 300/315 2023-01-18_08-59-23: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//footprints 2023-01-18_08-59-23: 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/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//chrombpnet_wo_bias.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//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 1/34 [..............................] - ETA: 3:28 3/34 [=>............................] - ETA: 9s  4/34 [==>...........................] - ETA: 12s 5/34 [===>..........................] - ETA: 13s 6/34 [====>.........................] - ETA: 14s 7/34 [=====>........................] - ETA: 14s 8/34 [======>.......................] - ETA: 13s 9/34 [======>.......................] - ETA: 13s 10/34 [=======>......................] - ETA: 13s 11/34 [========>.....................] - ETA: 12s 12/34 [=========>....................] - ETA: 12s 13/34 [==========>...................] - ETA: 12s 14/34 [===========>..................] - ETA: 11s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 10s 17/34 [==============>...............] - ETA: 9s  18/34 [==============>...............] - ETA: 9s 19/34 [===============>..............] - ETA: 8s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 7s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 5s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 29s 683ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 630ms/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 630ms/step 1/34 [..............................] - ETA: 0s 2/34 [>.............................] - ETA: 19s 3/34 [=>............................] - ETA: 19s 4/34 [==>...........................] - ETA: 18s 5/34 [===>..........................] - ETA: 18s 6/34 [====>.........................] - ETA: 17s 7/34 [=====>........................] - ETA: 16s 8/34 [======>.......................] - ETA: 16s 9/34 [======>.......................] - ETA: 15s 10/34 [=======>......................] - ETA: 14s 11/34 [========>.....................] - ETA: 14s 12/34 [=========>....................] - ETA: 13s 13/34 [==========>...................] - ETA: 13s 14/34 [===========>..................] - ETA: 12s 15/34 [============>.................] - ETA: 11s 16/34 [=============>................] - ETA: 11s 17/34 [==============>...............] - ETA: 10s 18/34 [==============>...............] - ETA: 9s  19/34 [===============>..............] - ETA: 9s 20/34 [================>.............] - ETA: 8s 21/34 [=================>............] - ETA: 8s 22/34 [==================>...........] - ETA: 7s 23/34 [===================>..........] - ETA: 6s 24/34 [====================>.........] - ETA: 6s 25/34 [=====================>........] - ETA: 5s 26/34 [=====================>........] - ETA: 4s 27/34 [======================>.......] - ETA: 4s 28/34 [=======================>......] - ETA: 3s 29/34 [========================>.....] - ETA: 3s 30/34 [=========================>....] - ETA: 2s 31/34 [==========================>...] - ETA: 1s 32/34 [===========================>..] - ETA: 1s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 21s 630ms/step Saving marginal footprints 2023-01-18_09-01-13: mkdir /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//footprints 2023-01-18_09-01-13: 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/ENCSR814KRX//chrombpnet_model_feb15_fold_1//filtered.nonpeaks.bed \ -chr chr1 \ -m /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//bias_model_scaled.h5 \ -bs 512 \ -o /scratch/groups/akundaje/anusri/chromatin_atlas/DNASE/ENCSR814KRX//chrombpnet_model_feb15_fold_1//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 1/34 [..............................] - ETA: 1:31 3/34 [=>............................] - ETA: 0s  5/34 [===>..........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 0s 15/34 [============>.................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 5s 55ms/step 1/34 [..............................] - ETA: 0s 3/34 [=>............................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 15/34 [============>.................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 32/34 [===========================>..] - ETA: 0s 34/34 [==============================] - ETA: 0s 34/34 [==============================] - 2s 50ms/step inserting motif: dnase_2 TGTACTTACGAA 1/34 [..............................] - ETA: 0s 3/34 [=>............................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 15/34 [============>.................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - 2s 50ms/step 1/34 [..............................] - ETA: 0s 3/34 [=>............................] - ETA: 1s 5/34 [===>..........................] - ETA: 1s 7/34 [=====>........................] - ETA: 1s 9/34 [======>.......................] - ETA: 1s 11/34 [========>.....................] - ETA: 1s 13/34 [==========>...................] - ETA: 1s 15/34 [============>.................] - ETA: 0s 17/34 [==============>...............] - ETA: 0s 19/34 [===============>..............] - ETA: 0s 21/34 [=================>............] - ETA: 0s 23/34 [===================>..........] - ETA: 0s 25/34 [=====================>........] - ETA: 0s 27/34 [======================>.......] - ETA: 0s 29/34 [========================>.....] - ETA: 0s 31/34 [==========================>...] - ETA: 0s 33/34 [============================>.] - ETA: 0s 34/34 [==============================] - 2s 50ms/step Saving marginal footprints