minilm / output.txt
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2024:11:09-10:06:53:(508946) |CCL_WARN| value of CCL_ATL_TRANSPORT changed to be ofi (default:mpi)
2024:11:09-10:06:53:(508946) |CCL_WARN| value of CCL_LOCAL_RANK changed to be 0 (default:-1)
2024:11:09-10:06:53:(508946) |CCL_WARN| value of CCL_LOCAL_SIZE changed to be 16 (default:-1)
2024:11:09-10:06:53:(508946) |CCL_WARN| value of CCL_PROCESS_LAUNCHER changed to be none (default:hydra)
['id', 'url', 'title', 'text']
The model has 240.08M parameters.
Step 0
Running loss: 11.7923
Batch loss: 11.7923
Average epoch loss: 11.7923
Step 500
Running loss: 3.3656
Batch loss: 3.2935
Average epoch loss: 3.9321
Step 1000
Running loss: 3.0827
Batch loss: 3.2471
Average epoch loss: 3.5621
Step 1500
Running loss: 3.0817
Batch loss: 3.4774
Average epoch loss: 3.4071
Step 2000
Running loss: 3.0423
Batch loss: 3.1888
Average epoch loss: 3.3143
Step 2500
Running loss: 3.0551
Batch loss: 3.1329
Average epoch loss: 3.2569
Step 3000
Running loss: 2.9979
Batch loss: 3.0741
Average epoch loss: 3.2136
Step 3500
Running loss: 2.9536
Batch loss: 3.0002
Average epoch loss: 3.1790
Step 4000
Running loss: 2.9903
Batch loss: 2.7348
Average epoch loss: 3.1555
Step 4500
Running loss: 2.9500
Batch loss: 2.9907
Average epoch loss: 3.1365
Step 5000
Running loss: 2.9900
Batch loss: 3.0119
Average epoch loss: 3.1215
Step 5500
Running loss: 2.9919
Batch loss: 2.9734
Average epoch loss: 3.1076
Step 6000
Running loss: 2.9535
Batch loss: 3.1941
Average epoch loss: 3.0943
Step 6500
Running loss: 2.9669
Batch loss: 3.3493
Average epoch loss: 3.0833
Step 7000
Running loss: 2.9665
Batch loss: 3.1670
Average epoch loss: 3.0740
Step 7500
Running loss: 2.9439
Batch loss: 2.8684
Average epoch loss: 3.0661
Step 8000
Running loss: 2.9325
Batch loss: 2.7675
Average epoch loss: 3.0580
Step 8500
Running loss: 2.9384
Batch loss: 3.1707
Average epoch loss: 3.0509
Step 9000
Running loss: 2.9533
Batch loss: 2.7907
Average epoch loss: 3.0457
Step 9500
Running loss: 2.9469
Batch loss: 2.6352
Average epoch loss: 3.0406
Step 10000
Running loss: 2.9262
Batch loss: 3.0176
Average epoch loss: 3.0355
Step 10500
Running loss: 2.9755
Batch loss: 3.3512
Average epoch loss: 3.0312
Step 11000
Running loss: 2.9398
Batch loss: 2.6666
Average epoch loss: 3.0283
Step 11500
Running loss: 2.8770
Batch loss: 2.5651
Average epoch loss: 3.0237
Step 12000
Running loss: 2.9571
Batch loss: 2.8708
Average epoch loss: 3.0212
Step 12500
Running loss: 2.9249
Batch loss: 2.9836
Average epoch loss: 3.0184
Step 13000
Running loss: 2.9492
Batch loss: 3.0248
Average epoch loss: 3.0155
Step 13500
Running loss: 2.9257
Batch loss: 2.6260
Average epoch loss: 3.0130
Step 14000
Running loss: 2.9606
Batch loss: 3.1519
Average epoch loss: 3.0106
Step 14500
Running loss: 2.9850
Batch loss: 3.2653
Average epoch loss: 3.0087
Step 15000
Running loss: 2.9863
Batch loss: 3.0859
Average epoch loss: 3.0070
Step 15500
Running loss: 2.9696
Batch loss: 3.1891
Average epoch loss: 3.0049
Step 16000
Running loss: 2.9176
Batch loss: 3.3047
Average epoch loss: 3.0028
Step 16500
Running loss: 2.9824
Batch loss: 2.8600
Average epoch loss: 3.0012
Step 17000
Running loss: 2.9248
Batch loss: 2.8825
Average epoch loss: 2.9994
Step 17500
Running loss: 2.9647
Batch loss: 3.1768
Average epoch loss: 2.9981
Step 18000
Running loss: 2.9498
Batch loss: 2.9701
Average epoch loss: 2.9964
Step 18500
Running loss: 2.9083
Batch loss: 3.1874
Average epoch loss: 2.9948
Step 19000
Running loss: 2.9352
Batch loss: 3.0794
Average epoch loss: 2.9936
Step 19500
Running loss: 2.9605
Batch loss: 3.1238
Average epoch loss: 2.9925
Step 20000
Running loss: 2.9561
Batch loss: 3.1286
Average epoch loss: 2.9911
Step 20500
Running loss: 2.9351
Batch loss: 2.9636
Average epoch loss: 2.9898
Step 21000
Running loss: 2.9488
Batch loss: 2.9922
Average epoch loss: 2.9891
Step 21500
Running loss: 2.9463
Batch loss: 3.3220
Average epoch loss: 2.9879
Step 22000
Running loss: 2.9371
Batch loss: 2.9049
Average epoch loss: 2.9867
Step 22500
Running loss: 2.9307
Batch loss: 2.9283
Average epoch loss: 2.9856
Step 23000
Running loss: 2.9306
Batch loss: 3.1469
Average epoch loss: 2.9843
Step 23500
Running loss: 2.9348
Batch loss: 2.8675
Average epoch loss: 2.9832
Step 24000
Running loss: 2.9564
Batch loss: 3.3677
Average epoch loss: 2.9822
Step 24500
Running loss: 2.9542
Batch loss: 3.0585
Average epoch loss: 2.9815
Step 25000
Running loss: 2.9246
Batch loss: 2.4103
Average epoch loss: 2.9805
Step 25500
Running loss: 2.9643
Batch loss: 2.8754
Average epoch loss: 2.9798
Step 26000
Running loss: 2.9664
Batch loss: 3.0242
Average epoch loss: 2.9791
Step 26500
Running loss: 2.9557
Batch loss: 2.6959
Average epoch loss: 2.9786
Step 27000
Running loss: 2.9607
Batch loss: 3.0604
Average epoch loss: 2.9779
Step 27500
Running loss: 2.9223
Batch loss: 2.8239
Average epoch loss: 2.9772
Step 28000
Running loss: 2.9646
Batch loss: 2.9401
Average epoch loss: 2.9768
Step 28500
Running loss: 2.9035
Batch loss: 2.8699
Average epoch loss: 2.9760
Step 29000
Running loss: 2.9335
Batch loss: 2.6242
Average epoch loss: 2.9753
Step 29500
Running loss: 2.9684
Batch loss: 2.5832
Average epoch loss: 2.9746
Step 30000
Running loss: 2.9712
Batch loss: 3.2953
Average epoch loss: 2.9743
Step 30500
Running loss: 2.9476
Batch loss: 2.9520
Average epoch loss: 2.9740
Step 31000
Running loss: 2.9195
Batch loss: 2.7239
Average epoch loss: 2.9733
Step 31500
Running loss: 2.9349
Batch loss: 3.1235
Average epoch loss: 2.9729
Step 32000
Running loss: 2.9371
Batch loss: 2.8214
Average epoch loss: 2.9724
Step 32500
Running loss: 2.9166
Batch loss: 2.9788
Average epoch loss: 2.9718
Step 33000
Running loss: 2.9239
Batch loss: 2.9541
Average epoch loss: 2.9712
Step 33500
Running loss: 2.9516
Batch loss: 2.9943
Average epoch loss: 2.9708
Step 34000
Running loss: 2.9543
Batch loss: 2.9360
Average epoch loss: 2.9703
Step 34500
Running loss: 2.9387
Batch loss: 2.8120
Average epoch loss: 2.9698
Step 35000
Running loss: 2.9314
Batch loss: 2.4087
Average epoch loss: 2.9694
Step 35500
Running loss: 2.9931
Batch loss: 3.2395
Average epoch loss: 2.9692
Step 36000
Running loss: 2.9300
Batch loss: 2.6211
Average epoch loss: 2.9686
Step 36500
Running loss: 2.9586
Batch loss: 2.9982
Average epoch loss: 2.9683
Step 37000
Running loss: 2.9480
Batch loss: 2.7632
Average epoch loss: 2.9678
Step 37500
Running loss: 2.9259
Batch loss: 3.2003
Average epoch loss: 2.9674
Step 38000
Running loss: 2.9658
Batch loss: 3.3236
Average epoch loss: 2.9672
Step 38500
Running loss: 2.9334
Batch loss: 3.2784
Average epoch loss: 2.9669
Step 39000
Running loss: 2.9388
Batch loss: 2.4574
Average epoch loss: 2.9667
Step 39500
Running loss: 2.9343
Batch loss: 2.7275
Average epoch loss: 2.9662
Step 40000
Running loss: 2.9302
Batch loss: 2.6218
Average epoch loss: 2.9658
Step 40500
Running loss: 2.9465
Batch loss: 3.0923
Average epoch loss: 2.9654
Step 41000
Running loss: 2.9531
Batch loss: 3.0735
Average epoch loss: 2.9654
Step 41500
Running loss: 2.9718
Batch loss: 3.3168
Average epoch loss: 2.9651
Step 42000
Running loss: 2.9555
Batch loss: 2.8667
Average epoch loss: 2.9649
Step 42500
Running loss: 2.9539
Batch loss: 2.7464
Average epoch loss: 2.9648
Step 43000
Running loss: 2.9739
Batch loss: 2.9998
Average epoch loss: 2.9645
Step 43500
Running loss: 2.9112
Batch loss: 3.2753
Average epoch loss: 2.9645
Step 44000
Running loss: 2.9246
Batch loss: 3.1243
Average epoch loss: 2.9643
Step 44500
Running loss: 2.9382
Batch loss: 2.6558
Average epoch loss: 2.9640
Step 45000
Running loss: 2.9341
Batch loss: 2.8882
Average epoch loss: 2.9637
Step 45500
Running loss: 2.9334
Batch loss: 3.1639
Average epoch loss: 2.9634
Step 46000
Running loss: 2.9120
Batch loss: 2.4497
Average epoch loss: 2.9632
Step 46500
Running loss: 2.9566
Batch loss: 3.0874
Average epoch loss: 2.9630
Step 47000
Running loss: 2.9329
Batch loss: 3.0428
Average epoch loss: 2.9630
Step 47500
Running loss: 2.9254
Batch loss: 2.9440
Average epoch loss: 2.9628
Step 48000
Running loss: 2.9396
Batch loss: 2.9472
Average epoch loss: 2.9626
Step 48500
Running loss: 2.9395
Batch loss: 3.0700
Average epoch loss: 2.9623
Step 49000
Running loss: 2.9150
Batch loss: 2.7340
Average epoch loss: 2.9621
Step 49500
Running loss: 2.9501
Batch loss: 3.0657
Average epoch loss: 2.9619
Step 50000
Running loss: 2.9618
Batch loss: 2.9441
Average epoch loss: 2.9618
Epoch 1 completed.
Average epoch loss: 2.9618
Step 50500
Running loss: 2.9491
Batch loss: 3.2120
Average epoch loss: 2.9396
Step 51000
Running loss: 2.9118
Batch loss: 2.7278
Average epoch loss: 2.9396
Step 51500
Running loss: 2.9111
Batch loss: 2.6636
Average epoch loss: 2.9332
Step 52000
Running loss: 2.9464
Batch loss: 2.8036
Average epoch loss: 2.9334
Step 52500
Running loss: 2.9548
Batch loss: 3.0189
Average epoch loss: 2.9361
Step 53000
Running loss: 2.9167
Batch loss: 3.1873
Average epoch loss: 2.9356
Step 53500
Running loss: 2.9168
Batch loss: 2.8147
Average epoch loss: 2.9381
Step 54000
Running loss: 2.9441
Batch loss: 2.7729
Average epoch loss: 2.9390
Step 54500
Running loss: 2.9599
Batch loss: 3.1481
Average epoch loss: 2.9391
Step 55000
Running loss: 2.9798
Batch loss: 2.8620
Average epoch loss: 2.9406
Step 55500
Running loss: 2.9372
Batch loss: 3.1657
Average epoch loss: 2.9394
Step 56000
Running loss: 2.9250
Batch loss: 2.7892
Average epoch loss: 2.9389
Step 56500
Running loss: 2.8879
Batch loss: 2.7797
Average epoch loss: 2.9396
Step 57000
Running loss: 2.9362
Batch loss: 3.0707
Average epoch loss: 2.9386
Step 57500
Running loss: 2.9383
Batch loss: 2.8079
Average epoch loss: 2.9391
Step 58000
Running loss: 2.9276
Batch loss: 3.3322
Average epoch loss: 2.9384
Step 58500
Running loss: 2.9135
Batch loss: 2.9733
Average epoch loss: 2.9386
Step 59000
Running loss: 2.9211
Batch loss: 3.0028
Average epoch loss: 2.9381
Step 59500
Running loss: 2.9655
Batch loss: 2.9855
Average epoch loss: 2.9378
Step 60000
Running loss: 2.9018
Batch loss: 2.6473
Average epoch loss: 2.9379
Step 60500
Running loss: 2.9554
Batch loss: 2.6419
Average epoch loss: 2.9375
Step 61000
Running loss: 2.9393
Batch loss: 2.7936
Average epoch loss: 2.9371
Step 61500
Running loss: 2.9458
Batch loss: 2.8559
Average epoch loss: 2.9376
Step 62000
Running loss: 2.9655
Batch loss: 2.6120
Average epoch loss: 2.9387
Step 62500
Running loss: 2.9624
Batch loss: 2.8286
Average epoch loss: 2.9386
Step 63000
Running loss: 2.9176
Batch loss: 2.6989
Average epoch loss: 2.9383
Step 63500
Running loss: 2.9202
Batch loss: 2.7307
Average epoch loss: 2.9380
Step 64000
Running loss: 2.9503
Batch loss: 2.6869
Average epoch loss: 2.9383
Step 64500
Running loss: 2.9528
Batch loss: 3.2269
Average epoch loss: 2.9384
Step 65000
Running loss: 2.9556
Batch loss: 3.3411
Average epoch loss: 2.9384
Step 65500
Running loss: 2.9123
Batch loss: 2.9850
Average epoch loss: 2.9383
Step 66000
Running loss: 2.9233
Batch loss: 3.1784
Average epoch loss: 2.9382
Step 66500
Running loss: 2.9360
Batch loss: 2.7863
Average epoch loss: 2.9390
Step 67000
Running loss: 2.9435
Batch loss: 2.9241
Average epoch loss: 2.9394
Step 67500
Running loss: 2.9634
Batch loss: 3.5554
Average epoch loss: 2.9395
Step 68000
Running loss: 2.9398
Batch loss: 3.0257
Average epoch loss: 2.9397
Step 68500
Running loss: 2.9421
Batch loss: 2.8450
Average epoch loss: 2.9400
Step 69000
Running loss: 2.9438
Batch loss: 2.9715
Average epoch loss: 2.9400
Step 69500
Running loss: 2.9122
Batch loss: 3.0280
Average epoch loss: 2.9397
Step 70000
Running loss: 2.9559
Batch loss: 2.8276
Average epoch loss: 2.9399
Step 70500
Running loss: 2.9243
Batch loss: 2.8353
Average epoch loss: 2.9399
Step 71000
Running loss: 2.9459
Batch loss: 2.6684
Average epoch loss: 2.9401
Step 71500
Running loss: 2.9257
Batch loss: 2.7531
Average epoch loss: 2.9400
Step 72000
Running loss: 2.9807
Batch loss: 3.6572
Average epoch loss: 2.9404
Step 72500
Running loss: 2.9122
Batch loss: 2.9153
Average epoch loss: 2.9402
Step 73000
Running loss: 2.9401
Batch loss: 2.7401
Average epoch loss: 2.9404
Step 73500
Running loss: 2.9245
Batch loss: 2.9958
Average epoch loss: 2.9403
Step 74000
Running loss: 2.9485
Batch loss: 2.8896
Average epoch loss: 2.9406
Step 74500
Running loss: 2.9504
Batch loss: 2.9339
Average epoch loss: 2.9407
Step 75000
Running loss: 2.9228
Batch loss: 2.8664
Average epoch loss: 2.9409
Step 75500
Running loss: 2.9469
Batch loss: 2.6861
Average epoch loss: 2.9409
Step 76000
Running loss: 2.9095
Batch loss: 2.7464
Average epoch loss: 2.9407
Step 76500
Running loss: 2.9289
Batch loss: 2.6103
Average epoch loss: 2.9411
Step 77000
Running loss: 2.9304
Batch loss: 3.1342
Average epoch loss: 2.9413
Step 77500
Running loss: 2.9428
Batch loss: 3.1167
Average epoch loss: 2.9412
Step 78000
Running loss: 2.9560
Batch loss: 3.0041
Average epoch loss: 2.9410
Step 78500
Running loss: 2.9678
Batch loss: 3.2073
Average epoch loss: 2.9409
Step 79000
Running loss: 2.9851
Batch loss: 2.8627
Average epoch loss: 2.9414
Step 79500
Running loss: 2.8956
Batch loss: 3.2537
Average epoch loss: 2.9414
Step 80000
Running loss: 2.9508
Batch loss: 2.9628
Average epoch loss: 2.9417
Step 80500
Running loss: 2.9375
Batch loss: 2.9945
Average epoch loss: 2.9417
Step 81000
Running loss: 2.9317
Batch loss: 3.3937
Average epoch loss: 2.9417
Step 81500
Running loss: 2.9224
Batch loss: 2.5205
Average epoch loss: 2.9416
Step 82000
Running loss: 2.9051
Batch loss: 2.6957
Average epoch loss: 2.9414
Step 82500
Running loss: 2.9142
Batch loss: 2.8778
Average epoch loss: 2.9413
Step 83000
Running loss: 2.9332
Batch loss: 3.0838
Average epoch loss: 2.9413
Step 83500
Running loss: 2.9040
Batch loss: 2.7878
Average epoch loss: 2.9416
Step 84000
Running loss: 2.9818
Batch loss: 2.8330
Average epoch loss: 2.9418
Step 84500
Running loss: 2.9247
Batch loss: 3.0401
Average epoch loss: 2.9416
Step 85000
Running loss: 2.9290
Batch loss: 2.7374
Average epoch loss: 2.9415
Step 85500
Running loss: 2.9592
Batch loss: 2.9129
Average epoch loss: 2.9413
Step 86000
Running loss: 2.9454
Batch loss: 3.1122
Average epoch loss: 2.9414
Step 86500
Running loss: 2.9680
Batch loss: 3.2592
Average epoch loss: 2.9416
Step 87000
Running loss: 2.9291
Batch loss: 2.6773
Average epoch loss: 2.9417
Step 87500
Running loss: 2.9868
Batch loss: 2.9199
Average epoch loss: 2.9417
Step 88000
Running loss: 2.9410
Batch loss: 3.1413
Average epoch loss: 2.9417
Step 88500
Running loss: 2.9555
Batch loss: 2.7997
Average epoch loss: 2.9417
Step 89000
Running loss: 2.9731
Batch loss: 3.3676
Average epoch loss: 2.9418
Step 89500
Running loss: 2.9240
Batch loss: 2.9916
Average epoch loss: 2.9418
Step 90000
Running loss: 2.9650
Batch loss: 3.2611
Average epoch loss: 2.9420
Step 90500
Running loss: 2.9118
Batch loss: 2.8739
Average epoch loss: 2.9421
Step 91000
Running loss: 2.9492
Batch loss: 2.5824
Average epoch loss: 2.9421
Step 91500
Running loss: 2.9447
Batch loss: 2.8586
Average epoch loss: 2.9421
Step 92000
Running loss: 2.9179
Batch loss: 2.7481
Average epoch loss: 2.9420
Step 92500
Running loss: 2.9111
Batch loss: 2.7438
Average epoch loss: 2.9419
Step 93000
Running loss: 2.9528
Batch loss: 2.8458
Average epoch loss: 2.9420
Step 93500
Running loss: 2.9540
Batch loss: 2.9936
Average epoch loss: 2.9421
Step 94000
Running loss: 2.9108
Batch loss: 2.9011
Average epoch loss: 2.9420
Step 94500
Running loss: 2.9438
Batch loss: 2.8753
Average epoch loss: 2.9419
Step 95000
Running loss: 2.9454
Batch loss: 3.2084
Average epoch loss: 2.9418
Step 95500
Running loss: 2.9274
Batch loss: 2.4359
Average epoch loss: 2.9419
Step 96000
Running loss: 2.9686
Batch loss: 2.9880
Average epoch loss: 2.9420
Step 96500
Running loss: 2.9743
Batch loss: 2.9369
Average epoch loss: 2.9420
Step 97000
Running loss: 2.9253
Batch loss: 2.9558
Average epoch loss: 2.9419
Step 97500
Running loss: 2.9518
Batch loss: 3.4542
Average epoch loss: 2.9419
Step 98000
Running loss: 2.9229
Batch loss: 2.9370
Average epoch loss: 2.9420
Step 98500
Running loss: 2.9680
Batch loss: 3.0972
Average epoch loss: 2.9421
Step 99000
Running loss: 2.9380
Batch loss: 2.6924
Average epoch loss: 2.9421
Step 99500
Running loss: 2.9682
Batch loss: 3.0364
Average epoch loss: 2.9421
Step 100000
Running loss: 2.9262
Batch loss: 2.6384
Average epoch loss: 2.9420
Epoch 2 completed.
Average epoch loss: 2.9420
Step 100500
Running loss: 2.9155
Batch loss: 3.2358
Average epoch loss: 2.9429
Step 101000
Running loss: 2.9648
Batch loss: 3.0225
Average epoch loss: 2.9506
Step 101500
Running loss: 2.9768
Batch loss: 3.2425
Average epoch loss: 2.9535
Step 102000
Running loss: 2.9554
Batch loss: 3.1232
Average epoch loss: 2.9484
Step 102500
Running loss: 2.8943
Batch loss: 2.8584
Average epoch loss: 2.9469
Step 103000
Running loss: 2.9329
Batch loss: 2.8093
Average epoch loss: 2.9471
Step 103500
Running loss: 2.9450
Batch loss: 2.5643
Average epoch loss: 2.9478
Step 104000
Running loss: 2.9494
Batch loss: 2.9554
Average epoch loss: 2.9465
Step 104500
Running loss: 2.9572
Batch loss: 2.9052
Average epoch loss: 2.9454
Step 105000
Running loss: 2.9435
Batch loss: 3.1540
Average epoch loss: 2.9439
Step 105500
Running loss: 2.9515
Batch loss: 2.5069
Average epoch loss: 2.9425
Step 106000
Running loss: 2.9417
Batch loss: 3.1149
Average epoch loss: 2.9434
Step 106500
Running loss: 2.9522
Batch loss: 2.8295
Average epoch loss: 2.9431
Step 107000
Running loss: 2.9797
Batch loss: 3.1995
Average epoch loss: 2.9434
Step 107500
Running loss: 2.9615
Batch loss: 2.8726
Average epoch loss: 2.9435
Step 108000
Running loss: 2.9489
Batch loss: 3.2710
Average epoch loss: 2.9423
Step 108500
Running loss: 2.9132
Batch loss: 2.7173
Average epoch loss: 2.9418
Step 109000
Running loss: 2.9469
Batch loss: 2.6496
Average epoch loss: 2.9416
Step 109500
Running loss: 2.9217
Batch loss: 2.9631
Average epoch loss: 2.9413
Step 110000
Running loss: 2.9459
Batch loss: 2.6527
Average epoch loss: 2.9416
Step 110500
Running loss: 2.9782
Batch loss: 2.9503
Average epoch loss: 2.9419
Step 111000
Running loss: 2.9656
Batch loss: 2.8471
Average epoch loss: 2.9418
Step 111500
Running loss: 2.9770
Batch loss: 3.0443
Average epoch loss: 2.9420
Step 112000
Running loss: 2.9759
Batch loss: 2.6987
Average epoch loss: 2.9422
Step 112500
Running loss: 2.9579
Batch loss: 3.3248
Average epoch loss: 2.9431
Step 113000
Running loss: 2.9297
Batch loss: 2.8627
Average epoch loss: 2.9431
Step 113500
Running loss: 2.9346
Batch loss: 2.7215
Average epoch loss: 2.9427
Step 114000
Running loss: 2.9377
Batch loss: 3.0495
Average epoch loss: 2.9429
Step 114500
Running loss: 2.9582
Batch loss: 2.9972
Average epoch loss: 2.9432
Step 115000
Running loss: 2.9556
Batch loss: 2.8303
Average epoch loss: 2.9429
Step 115500
Running loss: 2.9483
Batch loss: 2.8286
Average epoch loss: 2.9431
Step 116000
Running loss: 2.9251
Batch loss: 3.3705
Average epoch loss: 2.9425
Step 116500
Running loss: 2.9381
Batch loss: 3.2444
Average epoch loss: 2.9424
Step 117000
Running loss: 2.9157
Batch loss: 3.1123
Average epoch loss: 2.9421
Step 117500
Running loss: 2.9667
Batch loss: 2.6360
Average epoch loss: 2.9420
Step 118000
Running loss: 2.9263
Batch loss: 2.9314
Average epoch loss: 2.9417
Step 118500
Running loss: 2.9593
Batch loss: 3.1476
Average epoch loss: 2.9419
Step 119000
Running loss: 2.9583
Batch loss: 3.3532
Average epoch loss: 2.9421
Step 119500
Running loss: 2.9470
Batch loss: 2.5916
Average epoch loss: 2.9422
Step 120000
Running loss: 2.9055
Batch loss: 2.8971
Average epoch loss: 2.9418
Step 120500
Running loss: 2.9548
Batch loss: 2.8854
Average epoch loss: 2.9421
Step 121000
Running loss: 2.9418
Batch loss: 2.8381
Average epoch loss: 2.9421
Step 121500
Running loss: 2.9320
Batch loss: 2.7310
Average epoch loss: 2.9418
Step 122000
Running loss: 2.9354
Batch loss: 2.7634
Average epoch loss: 2.9417
Step 122500
Running loss: 2.9424
Batch loss: 3.1069
Average epoch loss: 2.9420
Step 123000
Running loss: 2.9380
Batch loss: 2.9285
Average epoch loss: 2.9422
Step 123500
Running loss: 2.9620
Batch loss: 3.0183
Average epoch loss: 2.9425
Step 124000
Running loss: 2.9390
Batch loss: 2.7973
Average epoch loss: 2.9426
Step 124500
Running loss: 2.9237
Batch loss: 3.1155
Average epoch loss: 2.9424
Step 125000
Running loss: 2.9332
Batch loss: 2.7631
Average epoch loss: 2.9423
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Running loss: 2.9495
Batch loss: 2.9688
Average epoch loss: 2.9421
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Running loss: 2.9741
Batch loss: 2.7977
Average epoch loss: 2.9418
Step 126500
Running loss: 2.9641
Batch loss: 2.8618
Average epoch loss: 2.9418
Step 127000
Running loss: 2.9248
Batch loss: 3.0174
Average epoch loss: 2.9416
Step 127500
Running loss: 2.9413
Batch loss: 3.0881
Average epoch loss: 2.9416
Step 128000
Running loss: 2.9406
Batch loss: 2.7432
Average epoch loss: 2.9414
Step 128500
Running loss: 2.9093
Batch loss: 2.8617
Average epoch loss: 2.9414
Step 129000
Running loss: 2.9636
Batch loss: 2.7803
Average epoch loss: 2.9416
Step 129500
Running loss: 2.9509
Batch loss: 2.7138
Average epoch loss: 2.9414
Step 130000
Running loss: 2.9346
Batch loss: 3.1758
Average epoch loss: 2.9412
Step 130500
Running loss: 2.9264
Batch loss: 2.9572
Average epoch loss: 2.9410
Step 131000
Running loss: 2.9151
Batch loss: 3.0902
Average epoch loss: 2.9408
Step 131500
Running loss: 2.9696
Batch loss: 3.6255
Average epoch loss: 2.9412
Step 132000
Running loss: 2.9592
Batch loss: 3.3235
Average epoch loss: 2.9412
Step 132500
Running loss: 2.9619
Batch loss: 2.8041
Average epoch loss: 2.9414
Step 133000
Running loss: 2.9887
Batch loss: 2.7448
Average epoch loss: 2.9416
Step 133500
Running loss: 2.9727
Batch loss: 2.7336
Average epoch loss: 2.9417
Step 134000
Running loss: 2.9386
Batch loss: 2.7160
Average epoch loss: 2.9415
Step 134500
Running loss: 2.9534
Batch loss: 3.3067
Average epoch loss: 2.9416
Step 135000
Running loss: 2.9522
Batch loss: 3.1847
Average epoch loss: 2.9418
Step 135500
Running loss: 2.9470
Batch loss: 3.0888
Average epoch loss: 2.9418
Step 136000
Running loss: 2.9304
Batch loss: 3.2115
Average epoch loss: 2.9417
Step 136500
Running loss: 2.9034
Batch loss: 2.9739
Average epoch loss: 2.9414
Step 137000
Running loss: 2.9424
Batch loss: 3.1310
Average epoch loss: 2.9411
Step 137500
Running loss: 2.9511
Batch loss: 2.6156
Average epoch loss: 2.9414
Step 138000
Running loss: 2.9325
Batch loss: 2.9060
Average epoch loss: 2.9413
Step 138500
Running loss: 2.9368
Batch loss: 2.9598
Average epoch loss: 2.9414
Step 139000
Running loss: 2.9545
Batch loss: 3.0586
Average epoch loss: 2.9416
Step 139500
Running loss: 2.9086
Batch loss: 2.9204
Average epoch loss: 2.9415
Step 140000
Running loss: 2.9447
Batch loss: 2.7101
Average epoch loss: 2.9415
Step 140500
Running loss: 2.9482
Batch loss: 3.0306
Average epoch loss: 2.9417
Step 141000
Running loss: 2.9246
Batch loss: 2.8086
Average epoch loss: 2.9417
Step 141500
Running loss: 2.9395
Batch loss: 2.7763
Average epoch loss: 2.9417
Step 142000
Running loss: 2.9430
Batch loss: 2.7555
Average epoch loss: 2.9416
Step 142500
Running loss: 2.9303
Batch loss: 2.7942
Average epoch loss: 2.9417
Step 143000
Running loss: 2.9498
Batch loss: 3.1108
Average epoch loss: 2.9417
Step 143500
Running loss: 2.9365
Batch loss: 2.8355
Average epoch loss: 2.9417
Step 144000
Running loss: 2.9656
Batch loss: 2.8648
Average epoch loss: 2.9418
Step 144500
Running loss: 2.9625
Batch loss: 3.2211
Average epoch loss: 2.9418
Step 145000
Running loss: 2.9569
Batch loss: 3.1650
Average epoch loss: 2.9418
Step 145500
Running loss: 2.9446
Batch loss: 2.9080
Average epoch loss: 2.9420
Step 146000
Running loss: 2.9262
Batch loss: 2.7511
Average epoch loss: 2.9421
Step 146500
Running loss: 2.9485
Batch loss: 3.0678
Average epoch loss: 2.9420
Step 147000
Running loss: 2.9571
Batch loss: 2.7802
Average epoch loss: 2.9421
Step 147500
Running loss: 2.9199
Batch loss: 3.0210
Average epoch loss: 2.9421
Step 148000
Running loss: 2.9432
Batch loss: 3.3375
Average epoch loss: 2.9420
Step 148500
Running loss: 2.9078
Batch loss: 3.0431
Average epoch loss: 2.9420
Step 149000
Running loss: 2.9389
Batch loss: 2.9250
Average epoch loss: 2.9422
Step 149500
Running loss: 2.9399
Batch loss: 2.5021
Average epoch loss: 2.9424
Step 150000
Running loss: 2.9267
Batch loss: 2.9105
Average epoch loss: 2.9424
Epoch 3 completed.
Average epoch loss: 2.9425
Step 150500
Running loss: 2.9564
Batch loss: 3.1557
Average epoch loss: 2.9656
Step 151000
Running loss: 2.9215
Batch loss: 3.1041
Average epoch loss: 2.9551
Step 151500
Running loss: 2.9062
Batch loss: 3.3228
Average epoch loss: 2.9465
Step 152000
Running loss: 2.9332
Batch loss: 2.6937
Average epoch loss: 2.9459
Step 152500
Running loss: 2.9562
Batch loss: 3.1129
Average epoch loss: 2.9435
Step 153000
Running loss: 2.9425
Batch loss: 3.0589
Average epoch loss: 2.9402
Step 153500
Running loss: 2.9302
Batch loss: 3.2617
Average epoch loss: 2.9389
Step 154000
Running loss: 2.9521
Batch loss: 2.6926
Average epoch loss: 2.9398
Step 154500
Running loss: 2.9719
Batch loss: 2.4848
Average epoch loss: 2.9396
Step 155000
Running loss: 2.9212
Batch loss: 2.3902
Average epoch loss: 2.9399
Step 155500
Running loss: 2.9659
Batch loss: 3.3094
Average epoch loss: 2.9416
Step 156000
Running loss: 2.9653
Batch loss: 2.9304
Average epoch loss: 2.9427
Step 156500
Running loss: 2.9388
Batch loss: 3.1402
Average epoch loss: 2.9427
Step 157000
Running loss: 2.9225
Batch loss: 2.8507
Average epoch loss: 2.9419
Step 157500
Running loss: 2.9352
Batch loss: 3.2160
Average epoch loss: 2.9415
Step 158000
Running loss: 2.9450
Batch loss: 3.0769
Average epoch loss: 2.9416
Step 158500
Running loss: 2.9049
Batch loss: 2.8343
Average epoch loss: 2.9414
Step 159000
Running loss: 2.9294
Batch loss: 2.8401
Average epoch loss: 2.9415
Step 159500
Running loss: 2.9377
Batch loss: 3.0961
Average epoch loss: 2.9422
Step 160000
Running loss: 2.9213
Batch loss: 3.2788
Average epoch loss: 2.9423
Step 160500
Running loss: 2.9646
Batch loss: 3.2358
Average epoch loss: 2.9425
Step 161000
Running loss: 2.9545
Batch loss: 2.7998
Average epoch loss: 2.9434
Step 161500
Running loss: 2.9467
Batch loss: 3.1985
Average epoch loss: 2.9432
Step 162000
Running loss: 2.9145
Batch loss: 3.1316
Average epoch loss: 2.9426
Step 162500
Running loss: 2.9486
Batch loss: 2.7330
Average epoch loss: 2.9422
Step 163000
Running loss: 2.9553
Batch loss: 3.0244
Average epoch loss: 2.9422
Step 163500
Running loss: 2.9461
Batch loss: 3.1776
Average epoch loss: 2.9423
Step 164000
Running loss: 2.9320
Batch loss: 2.8124
Average epoch loss: 2.9422
Step 164500
Running loss: 2.9395
Batch loss: 2.9758
Average epoch loss: 2.9425
Step 165000
Running loss: 2.9606
Batch loss: 2.7490
Average epoch loss: 2.9428
Step 165500
Running loss: 2.9617
Batch loss: 2.8240
Average epoch loss: 2.9432
Step 166000
Running loss: 2.9561
Batch loss: 3.1460
Average epoch loss: 2.9429
Step 166500
Running loss: 2.9597
Batch loss: 3.3176
Average epoch loss: 2.9428
Step 167000
Running loss: 2.9461
Batch loss: 2.9058
Average epoch loss: 2.9431
Step 167500
Running loss: 2.9693
Batch loss: 2.8990
Average epoch loss: 2.9436
Step 168000
Running loss: 2.9369
Batch loss: 2.9870
Average epoch loss: 2.9435
Step 168500
Running loss: 2.9359
Batch loss: 2.9673
Average epoch loss: 2.9431
Step 169000
Running loss: 2.9740
Batch loss: 2.9489
Average epoch loss: 2.9434
Step 169500
Running loss: 2.9954
Batch loss: 2.8415
Average epoch loss: 2.9439
Step 170000
Running loss: 2.9412
Batch loss: 3.0077
Average epoch loss: 2.9442
Step 170500
Running loss: 2.9267
Batch loss: 3.1778
Average epoch loss: 2.9437
Step 171000
Running loss: 2.9154
Batch loss: 2.7705
Average epoch loss: 2.9437
Step 171500
Running loss: 2.9186
Batch loss: 2.7800
Average epoch loss: 2.9437
Step 172000
Running loss: 2.9503
Batch loss: 3.1539
Average epoch loss: 2.9436
Step 172500
Running loss: 2.9598
Batch loss: 2.8952
Average epoch loss: 2.9440
Step 173000
Running loss: 2.9031
Batch loss: 2.9620
Average epoch loss: 2.9439
Step 173500
Running loss: 2.9638
Batch loss: 3.3369
Average epoch loss: 2.9438
Step 174000
Running loss: 2.9150
Batch loss: 2.8530
Average epoch loss: 2.9437
Step 174500
Running loss: 2.9461
Batch loss: 3.1431
Average epoch loss: 2.9435
Step 175000
Running loss: 2.9474
Batch loss: 2.5670
Average epoch loss: 2.9438
Step 175500
Running loss: 2.9495
Batch loss: 3.3526
Average epoch loss: 2.9438
Step 176000
Running loss: 2.9417
Batch loss: 2.6791
Average epoch loss: 2.9439
Step 176500
Running loss: 2.9568
Batch loss: 2.9608
Average epoch loss: 2.9438
Step 177000
Running loss: 2.9490
Batch loss: 2.8889
Average epoch loss: 2.9437
Step 177500
Running loss: 2.9653
Batch loss: 2.8927
Average epoch loss: 2.9438
Step 178000
Running loss: 2.9421
Batch loss: 2.8154
Average epoch loss: 2.9439
Step 178500
Running loss: 2.9526
Batch loss: 2.7549
Average epoch loss: 2.9440
Step 179000
Running loss: 2.9184
Batch loss: 3.0188
Average epoch loss: 2.9439
Step 179500
Running loss: 2.9364
Batch loss: 2.9402
Average epoch loss: 2.9441
Step 180000
Running loss: 2.8763
Batch loss: 3.0046
Average epoch loss: 2.9438
Step 180500
Running loss: 2.9879
Batch loss: 2.9668
Average epoch loss: 2.9440
Step 181000
Running loss: 2.9318
Batch loss: 2.8255
Average epoch loss: 2.9439
Step 181500
Running loss: 2.9655
Batch loss: 3.0208
Average epoch loss: 2.9439
Step 182000
Running loss: 2.9165
Batch loss: 3.0341
Average epoch loss: 2.9439
Step 182500
Running loss: 2.9251
Batch loss: 2.9712
Average epoch loss: 2.9436
Step 183000
Running loss: 2.9651
Batch loss: 3.0678
Average epoch loss: 2.9435
Step 183500
Running loss: 2.9367
Batch loss: 2.7992
Average epoch loss: 2.9435
Step 184000
Running loss: 2.9332
Batch loss: 2.8240
Average epoch loss: 2.9435
Step 184500
Running loss: 2.9411
Batch loss: 2.6892
Average epoch loss: 2.9435
Step 185000
Running loss: 2.9247
Batch loss: 2.5427
Average epoch loss: 2.9436
Step 185500
Running loss: 2.9547
Batch loss: 2.9854
Average epoch loss: 2.9438
Step 186000
Running loss: 2.9362
Batch loss: 3.1528
Average epoch loss: 2.9439
Step 186500
Running loss: 2.9747
Batch loss: 2.8146
Average epoch loss: 2.9439
Step 187000
Running loss: 2.9982
Batch loss: 3.3214
Average epoch loss: 2.9441
Step 187500
Running loss: 2.9468
Batch loss: 3.4083
Average epoch loss: 2.9441
Step 188000
Running loss: 2.9316
Batch loss: 3.2157
Average epoch loss: 2.9439
Step 188500
Running loss: 2.9460
Batch loss: 2.8767
Average epoch loss: 2.9438
Step 189000
Running loss: 2.9610
Batch loss: 3.2154
Average epoch loss: 2.9438
Step 189500
Running loss: 2.9067
Batch loss: 3.0325
Average epoch loss: 2.9436
Step 190000
Running loss: 2.8859
Batch loss: 2.5800
Average epoch loss: 2.9434
Step 190500
Running loss: 2.9800
Batch loss: 3.0535
Average epoch loss: 2.9437
Step 191000
Running loss: 2.9269
Batch loss: 3.3987
Average epoch loss: 2.9435
Step 191500
Running loss: 2.9576
Batch loss: 2.7609
Average epoch loss: 2.9435
Step 192000
Running loss: 2.9595
Batch loss: 2.8083
Average epoch loss: 2.9435
Step 192500
Running loss: 2.9821
Batch loss: 3.1185
Average epoch loss: 2.9435
Step 193000
Running loss: 2.9037
Batch loss: 3.0375
Average epoch loss: 2.9434
Step 193500
Running loss: 2.9343
Batch loss: 2.8598
Average epoch loss: 2.9433
Step 194000
Running loss: 2.9685
Batch loss: 3.0807
Average epoch loss: 2.9432
Step 194500
Running loss: 2.9199
Batch loss: 3.1039
Average epoch loss: 2.9433
Step 195000
Running loss: 2.9586
Batch loss: 2.5298
Average epoch loss: 2.9435
Step 195500
Running loss: 2.9513
Batch loss: 2.8460
Average epoch loss: 2.9434
Step 196000
Running loss: 2.9461
Batch loss: 2.6522
Average epoch loss: 2.9434
Step 196500
Running loss: 2.9350
Batch loss: 2.4073
Average epoch loss: 2.9435
Step 197000
Running loss: 2.9714
Batch loss: 3.0423
Average epoch loss: 2.9434
Step 197500
Running loss: 2.9087
Batch loss: 2.9814
Average epoch loss: 2.9433
Step 198000
Running loss: 2.9385
Batch loss: 2.9731
Average epoch loss: 2.9434
Step 198500
Running loss: 2.9560
Batch loss: 3.0354
Average epoch loss: 2.9432
Step 199000
Running loss: 2.9388
Batch loss: 2.8670
Average epoch loss: 2.9432
Step 199500
Running loss: 2.9584
Batch loss: 3.0511
Average epoch loss: 2.9432
Step 200000
Running loss: 2.9513
Batch loss: 2.8311
Average epoch loss: 2.9430
Epoch 4 completed.
Average epoch loss: 2.9431
Step 200500
Running loss: 2.9121
Batch loss: 2.7981
Average epoch loss: 2.9205
Step 201000
Running loss: 2.9060
Batch loss: 3.0067
Average epoch loss: 2.9275
Step 201500
Running loss: 2.9608
Batch loss: 3.3741
Average epoch loss: 2.9314
Step 202000
Running loss: 2.9445
Batch loss: 2.9082
Average epoch loss: 2.9387
Step 202500
Running loss: 2.9580
Batch loss: 2.7243
Average epoch loss: 2.9439
Step 203000
Running loss: 2.9538
Batch loss: 2.9398
Average epoch loss: 2.9437
Step 203500
Running loss: 2.9346
Batch loss: 2.7461
Average epoch loss: 2.9440
Step 204000
Running loss: 2.9313
Batch loss: 2.7932
Average epoch loss: 2.9418
Step 204500
Running loss: 2.9590
Batch loss: 3.2848
Average epoch loss: 2.9426
Step 205000
Running loss: 2.9495
Batch loss: 2.7123
Average epoch loss: 2.9427
Step 205500
Running loss: 2.9576
Batch loss: 2.6668
Average epoch loss: 2.9415
Step 206000
Running loss: 2.9480
Batch loss: 2.8293
Average epoch loss: 2.9409
Step 206500
Running loss: 2.9217
Batch loss: 2.8910
Average epoch loss: 2.9403
Step 207000
Running loss: 2.9362
Batch loss: 2.8238
Average epoch loss: 2.9403
Step 207500
Running loss: 2.8979
Batch loss: 3.0769
Average epoch loss: 2.9399
Step 208000
Running loss: 2.9598
Batch loss: 3.0455
Average epoch loss: 2.9400
Step 208500
Running loss: 2.9396
Batch loss: 2.7116
Average epoch loss: 2.9405
Step 209000
Running loss: 2.9448
Batch loss: 3.0919
Average epoch loss: 2.9408
Step 209500
Running loss: 2.8930
Batch loss: 2.7241
Average epoch loss: 2.9405
Step 210000
Running loss: 2.9203
Batch loss: 2.8739
Average epoch loss: 2.9412
Step 210500
Running loss: 2.9770
Batch loss: 3.3085
Average epoch loss: 2.9415
Step 211000
Running loss: 2.9446
Batch loss: 2.6658
Average epoch loss: 2.9417
Step 211500
Running loss: 2.9150
Batch loss: 2.9073
Average epoch loss: 2.9419
Step 212000
Running loss: 2.9385
Batch loss: 3.1894
Average epoch loss: 2.9414
Step 212500
Running loss: 2.9158
Batch loss: 3.1059
Average epoch loss: 2.9416
Step 213000
Running loss: 2.9653
Batch loss: 3.0103
Average epoch loss: 2.9421
Step 213500
Running loss: 2.9534
Batch loss: 3.1832
Average epoch loss: 2.9422
Step 214000
Running loss: 2.9624
Batch loss: 2.9504
Average epoch loss: 2.9427
Step 214500
Running loss: 2.9494
Batch loss: 2.5730
Average epoch loss: 2.9432
Step 215000
Running loss: 2.9397
Batch loss: 2.5186
Average epoch loss: 2.9428
Step 215500
Running loss: 2.9404
Batch loss: 3.1341
Average epoch loss: 2.9427
Step 216000
Running loss: 2.9490
Batch loss: 2.9746
Average epoch loss: 2.9427
Step 216500
Running loss: 2.9424
Batch loss: 2.7425
Average epoch loss: 2.9428
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Running loss: 2.9337
Batch loss: 2.8519
Average epoch loss: 2.9424
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Running loss: 2.9594
Batch loss: 2.8271
Average epoch loss: 2.9425
Step 218000
Running loss: 2.9443
Batch loss: 3.3315
Average epoch loss: 2.9427
Step 218500
Running loss: 2.9349
Batch loss: 2.6903
Average epoch loss: 2.9431
Step 219000
Running loss: 2.9549
Batch loss: 3.1145
Average epoch loss: 2.9433
Step 219500
Running loss: 2.9361
Batch loss: 2.9810
Average epoch loss: 2.9431
Step 220000
Running loss: 2.9424
Batch loss: 3.0899
Average epoch loss: 2.9433
Step 220500
Running loss: 2.9531
Batch loss: 2.9372
Average epoch loss: 2.9432
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Running loss: 2.9148
Batch loss: 2.7178
Average epoch loss: 2.9431
Step 221500
Running loss: 2.9518
Batch loss: 2.9936
Average epoch loss: 2.9434
Step 222000
Running loss: 2.9169
Batch loss: 3.0488
Average epoch loss: 2.9434
Step 222500
Running loss: 2.9213
Batch loss: 2.9938
Average epoch loss: 2.9432
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Running loss: 2.9558
Batch loss: 2.9017
Average epoch loss: 2.9434
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Running loss: 2.9165
Batch loss: 3.0350
Average epoch loss: 2.9432
Step 224000
Running loss: 2.9494
Batch loss: 3.2996
Average epoch loss: 2.9431
Step 224500
Running loss: 2.9105
Batch loss: 3.0436
Average epoch loss: 2.9428
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Running loss: 2.9507
Batch loss: 2.7310
Average epoch loss: 2.9429
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Running loss: 2.9321
Batch loss: 2.9168
Average epoch loss: 2.9427
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Running loss: 2.9244
Batch loss: 3.1298
Average epoch loss: 2.9426
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Running loss: 2.9064
Batch loss: 3.2016
Average epoch loss: 2.9424
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Running loss: 3.0057
Batch loss: 3.0171
Average epoch loss: 2.9427
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Running loss: 2.9260
Batch loss: 3.0309
Average epoch loss: 2.9426
Step 228000
Running loss: 2.9203
Batch loss: 3.0772
Average epoch loss: 2.9423
Step 228500
Running loss: 2.9589
Batch loss: 2.9839
Average epoch loss: 2.9419
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Running loss: 2.9615
Batch loss: 3.4255
Average epoch loss: 2.9418
Step 229500
Running loss: 2.9439
Batch loss: 2.9329
Average epoch loss: 2.9417
Step 230000
Running loss: 2.9638
Batch loss: 2.7203
Average epoch loss: 2.9418
Step 230500
Running loss: 2.9536
Batch loss: 2.7863
Average epoch loss: 2.9421
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Running loss: 2.9633
Batch loss: 3.1998
Average epoch loss: 2.9420
Step 231500
Running loss: 2.9579
Batch loss: 3.1888
Average epoch loss: 2.9423
Step 232000
Running loss: 2.9319
Batch loss: 3.0275
Average epoch loss: 2.9423
Step 232500
Running loss: 2.9509
Batch loss: 2.7985
Average epoch loss: 2.9422
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Running loss: 2.9256
Batch loss: 2.7160
Average epoch loss: 2.9420
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Running loss: 2.9484
Batch loss: 3.2076
Average epoch loss: 2.9419
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Batch loss: 3.2150
Average epoch loss: 2.9419
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Batch loss: 3.0010
Average epoch loss: 2.9420
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Running loss: 2.8985
Batch loss: 2.4138
Average epoch loss: 2.9421
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Batch loss: 3.0038
Average epoch loss: 2.9421
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Batch loss: 2.9919
Average epoch loss: 2.9421
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Batch loss: 2.8677
Average epoch loss: 2.9423
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Running loss: 2.9188
Batch loss: 2.8755
Average epoch loss: 2.9423
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Running loss: 2.9768
Batch loss: 3.1052
Average epoch loss: 2.9424
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Running loss: 2.9190
Batch loss: 3.0177
Average epoch loss: 2.9424
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Running loss: 2.9417
Batch loss: 3.1225
Average epoch loss: 2.9425
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Running loss: 2.9301
Batch loss: 2.7949
Average epoch loss: 2.9426
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Running loss: 2.9179
Batch loss: 3.1141
Average epoch loss: 2.9427
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Running loss: 2.9474
Batch loss: 2.8198
Average epoch loss: 2.9427
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Running loss: 2.8891
Batch loss: 2.7526
Average epoch loss: 2.9426
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Running loss: 2.9501
Batch loss: 2.9670
Average epoch loss: 2.9426
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Batch loss: 2.6681
Average epoch loss: 2.9427
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Running loss: 2.9260
Batch loss: 3.0840
Average epoch loss: 2.9427
Step 242500
Running loss: 2.9691
Batch loss: 2.9948
Average epoch loss: 2.9428
Step 243000
Running loss: 2.9355
Batch loss: 2.7183
Average epoch loss: 2.9428
Step 243500
Running loss: 2.9395
Batch loss: 2.9271
Average epoch loss: 2.9429
Step 244000
Running loss: 2.9553
Batch loss: 2.8409
Average epoch loss: 2.9430
Step 244500
Running loss: 2.9714
Batch loss: 2.7731
Average epoch loss: 2.9430
Step 245000
Running loss: 2.9609
Batch loss: 2.8004
Average epoch loss: 2.9432
Step 245500
Running loss: 2.9157
Batch loss: 2.9865
Average epoch loss: 2.9430
Step 246000
Running loss: 2.9495
Batch loss: 3.0036
Average epoch loss: 2.9431
Step 246500
Running loss: 2.9736
Batch loss: 2.8773
Average epoch loss: 2.9431
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Running loss: 2.9268
Batch loss: 3.0590
Average epoch loss: 2.9431
Step 247500
Running loss: 2.9561
Batch loss: 3.3984
Average epoch loss: 2.9432
Step 248000
Running loss: 2.9743
Batch loss: 3.1262
Average epoch loss: 2.9435
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Running loss: 2.9503
Batch loss: 3.2844
Average epoch loss: 2.9435
Step 249000
Running loss: 2.9181
Batch loss: 2.7847
Average epoch loss: 2.9434
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Running loss: 2.9485
Batch loss: 3.1284
Average epoch loss: 2.9435
Step 250000
Running loss: 2.9286
Batch loss: 2.4978
Average epoch loss: 2.9435
Epoch 5 completed.
Average epoch loss: 2.9436
Step 250500
Running loss: 2.9113
Batch loss: 3.3179
Average epoch loss: 2.9247
Step 251000
Running loss: 2.9768
Batch loss: 3.1721
Average epoch loss: 2.9361
Step 251500
Running loss: 2.9479
Batch loss: 2.7964
Average epoch loss: 2.9354
Step 252000
Running loss: 2.9638
Batch loss: 3.1067
Average epoch loss: 2.9410
Step 252500
Running loss: 2.8998
Batch loss: 3.3829
Average epoch loss: 2.9413
Step 253000
Running loss: 2.9308
Batch loss: 2.8719
Average epoch loss: 2.9418
Step 253500
Running loss: 3.0017
Batch loss: 3.0819
Average epoch loss: 2.9433
Step 254000
Running loss: 2.9587
Batch loss: 2.9656
Average epoch loss: 2.9443
Step 254500
Running loss: 2.9689
Batch loss: 2.9555
Average epoch loss: 2.9442
Step 255000
Running loss: 2.9550
Batch loss: 2.9712
Average epoch loss: 2.9432
Step 255500
Running loss: 2.9487
Batch loss: 3.1263
Average epoch loss: 2.9434
Step 256000
Running loss: 2.8925
Batch loss: 2.7029
Average epoch loss: 2.9423
Step 256500
Running loss: 2.9828
Batch loss: 3.1138
Average epoch loss: 2.9421
Step 257000
Running loss: 2.9371
Batch loss: 3.0946
Average epoch loss: 2.9431
Step 257500
Running loss: 2.9530
Batch loss: 3.0340
Average epoch loss: 2.9438
Step 258000
Running loss: 2.9173
Batch loss: 3.1016
Average epoch loss: 2.9433
Step 258500
Running loss: 2.9269
Batch loss: 2.8028
Average epoch loss: 2.9430
Step 259000
Running loss: 2.9581
Batch loss: 3.0016
Average epoch loss: 2.9433
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Running loss: 2.9321
Batch loss: 3.1088
Average epoch loss: 2.9434
Step 260000
Running loss: 2.9677
Batch loss: 2.6386
Average epoch loss: 2.9439
Step 260500
Running loss: 2.9368
Batch loss: 2.8435
Average epoch loss: 2.9433
Step 261000
Running loss: 2.9193
Batch loss: 2.9137
Average epoch loss: 2.9433
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Running loss: 2.9220
Batch loss: 2.7597
Average epoch loss: 2.9430
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Running loss: 2.8940
Batch loss: 2.5941
Average epoch loss: 2.9427
Step 262500
Running loss: 2.9337
Batch loss: 3.0090
Average epoch loss: 2.9429
Step 263000
Running loss: 2.9711
Batch loss: 3.0482
Average epoch loss: 2.9433
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Running loss: 2.9400
Batch loss: 3.0208
Average epoch loss: 2.9432
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Running loss: 2.9456
Batch loss: 2.8285
Average epoch loss: 2.9438
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Running loss: 2.9076
Batch loss: 2.7473
Average epoch loss: 2.9430
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Running loss: 2.9802
Batch loss: 3.1843
Average epoch loss: 2.9439
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Running loss: 2.9256
Batch loss: 2.7751
Average epoch loss: 2.9440
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Running loss: 2.9484
Batch loss: 2.7913
Average epoch loss: 2.9439
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Running loss: 2.9815
Batch loss: 2.9242
Average epoch loss: 2.9443
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Running loss: 2.9361
Batch loss: 3.0729
Average epoch loss: 2.9440
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Running loss: 2.9534
Batch loss: 3.0480
Average epoch loss: 2.9442
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Running loss: 2.9349
Batch loss: 3.1642
Average epoch loss: 2.9441
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Running loss: 2.9423
Batch loss: 3.0093
Average epoch loss: 2.9441
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Running loss: 2.9546
Batch loss: 2.9761
Average epoch loss: 2.9442
Step 269500
Running loss: 2.9627
Batch loss: 3.2358
Average epoch loss: 2.9445
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Running loss: 2.9023
Batch loss: 3.0809
Average epoch loss: 2.9445
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Running loss: 2.9853
Batch loss: 2.9148
Average epoch loss: 2.9448
Step 271000
Running loss: 2.9391
Batch loss: 3.2628
Average epoch loss: 2.9447
Step 271500
Running loss: 2.9736
Batch loss: 3.3321
Average epoch loss: 2.9448
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Running loss: 2.9412
Batch loss: 2.8882
Average epoch loss: 2.9447
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Running loss: 2.9257
Batch loss: 2.9686
Average epoch loss: 2.9447
Step 273000
Running loss: 2.9423
Batch loss: 2.9261
Average epoch loss: 2.9445
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Running loss: 2.9542
Batch loss: 3.2267
Average epoch loss: 2.9443
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Running loss: 2.9556
Batch loss: 3.4395
Average epoch loss: 2.9445
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Running loss: 2.9603
Batch loss: 2.8545
Average epoch loss: 2.9446
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Running loss: 2.9399
Batch loss: 3.2087
Average epoch loss: 2.9444
Step 275500
Running loss: 2.9629
Batch loss: 3.3634
Average epoch loss: 2.9446
Step 276000
Running loss: 2.9449
Batch loss: 2.4445
Average epoch loss: 2.9445
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Running loss: 2.9767
Batch loss: 3.1572
Average epoch loss: 2.9447
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Running loss: 2.9610
Batch loss: 3.3276
Average epoch loss: 2.9447
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Running loss: 2.9558
Batch loss: 3.2253
Average epoch loss: 2.9450
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Running loss: 2.9316
Batch loss: 2.5213
Average epoch loss: 2.9450
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Running loss: 2.9557
Batch loss: 2.9831
Average epoch loss: 2.9449
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Running loss: 2.9481
Batch loss: 3.1287
Average epoch loss: 2.9449
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Running loss: 2.9387
Batch loss: 3.0147
Average epoch loss: 2.9448
Step 280000
Running loss: 2.9299
Batch loss: 2.8073
Average epoch loss: 2.9446
Step 280500
Running loss: 2.9339
Batch loss: 2.4858
Average epoch loss: 2.9444
Step 281000
Running loss: 2.9336
Batch loss: 2.8032
Average epoch loss: 2.9445
Step 281500
Running loss: 2.9465
Batch loss: 3.1049
Average epoch loss: 2.9444
Step 282000
Running loss: 2.9135
Batch loss: 2.4693
Average epoch loss: 2.9445
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Running loss: 2.9900
Batch loss: 2.8277
Average epoch loss: 2.9447
Step 283000
Running loss: 2.9618
Batch loss: 2.8386
Average epoch loss: 2.9449
Step 283500
Running loss: 2.9764
Batch loss: 3.0851
Average epoch loss: 2.9449
Step 284000
Running loss: 2.9650
Batch loss: 3.2765
Average epoch loss: 2.9450
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Batch loss: 2.6453
Average epoch loss: 2.9450
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Running loss: 2.9275
Batch loss: 2.9978
Average epoch loss: 2.9449
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Batch loss: 2.8655
Average epoch loss: 2.9447
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Running loss: 2.9145
Batch loss: 3.1816
Average epoch loss: 2.9446
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Running loss: 2.9407
Batch loss: 2.6962
Average epoch loss: 2.9442
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Running loss: 2.9402
Batch loss: 2.9046
Average epoch loss: 2.9443
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Running loss: 2.9871
Batch loss: 3.0893
Average epoch loss: 2.9445
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Running loss: 2.9612
Batch loss: 3.0537
Average epoch loss: 2.9446
Step 288500
Running loss: 2.9318
Batch loss: 3.2127
Average epoch loss: 2.9444
Step 289000
Running loss: 2.9538
Batch loss: 2.7891
Average epoch loss: 2.9443
Step 289500
Running loss: 2.9548
Batch loss: 3.0964
Average epoch loss: 2.9444
Step 290000
Running loss: 2.9277
Batch loss: 2.9422
Average epoch loss: 2.9444
Step 290500
Running loss: 2.9086
Batch loss: 2.7414
Average epoch loss: 2.9442
Step 291000
Running loss: 2.9221
Batch loss: 2.9345
Average epoch loss: 2.9441
Step 291500
Running loss: 2.9571
Batch loss: 2.8868
Average epoch loss: 2.9440
Step 292000
Running loss: 2.9381
Batch loss: 2.9505
Average epoch loss: 2.9439
Step 292500
Running loss: 2.9306
Batch loss: 2.7995
Average epoch loss: 2.9439
Step 293000
Running loss: 2.9866
Batch loss: 2.8510
Average epoch loss: 2.9441
Step 293500
Running loss: 2.9440
Batch loss: 3.0075
Average epoch loss: 2.9443
Step 294000
Running loss: 2.9641
Batch loss: 2.6872
Average epoch loss: 2.9442
Step 294500
Running loss: 2.9523
Batch loss: 3.0797
Average epoch loss: 2.9442
Step 295000
Running loss: 2.9398
Batch loss: 2.6084
Average epoch loss: 2.9441
Step 295500
Running loss: 2.9193
Batch loss: 3.0628
Average epoch loss: 2.9441
Step 296000
Running loss: 2.9487
Batch loss: 2.9079
Average epoch loss: 2.9442
Step 296500
Running loss: 2.9567
Batch loss: 2.8253
Average epoch loss: 2.9442
Step 297000
Running loss: 2.9385
Batch loss: 3.0822
Average epoch loss: 2.9440
Step 297500
Running loss: 2.9247
Batch loss: 2.9080
Average epoch loss: 2.9440
Step 298000
Running loss: 2.9414
Batch loss: 2.8154
Average epoch loss: 2.9440
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Running loss: 2.9583
Batch loss: 2.8172
Average epoch loss: 2.9441
Step 299000
Running loss: 2.9466
Batch loss: 2.9264
Average epoch loss: 2.9441
Step 299500
Running loss: 2.9469
Batch loss: 3.1462
Average epoch loss: 2.9442
Step 300000
Running loss: 2.9455
Batch loss: 3.0126
Average epoch loss: 2.9441
Epoch 6 completed.
Average epoch loss: 2.9441
Step 300500
Running loss: 2.9328
Batch loss: 2.7379
Average epoch loss: 2.9263
Step 301000
Running loss: 2.9318
Batch loss: 3.2142
Average epoch loss: 2.9395
Step 301500
Running loss: 2.9937
Batch loss: 3.0748
Average epoch loss: 2.9459
Step 302000
Running loss: 2.9332
Batch loss: 3.0018
Average epoch loss: 2.9427
Step 302500
Running loss: 2.9080
Batch loss: 2.8130
Average epoch loss: 2.9381
Step 303000
Running loss: 2.9326
Batch loss: 2.7767
Average epoch loss: 2.9383
Step 303500
Running loss: 2.9706
Batch loss: 2.9422
Average epoch loss: 2.9400
Step 304000
Running loss: 2.9591
Batch loss: 3.2889
Average epoch loss: 2.9422
Step 304500
Running loss: 2.9500
Batch loss: 2.4061
Average epoch loss: 2.9422
Step 305000
Running loss: 2.9571
Batch loss: 2.8458
Average epoch loss: 2.9433
Step 305500
Running loss: 2.9620
Batch loss: 2.9599
Average epoch loss: 2.9443
Step 306000
Running loss: 2.9552
Batch loss: 2.9668
Average epoch loss: 2.9455
Step 306500
Running loss: 2.9299
Batch loss: 2.9835
Average epoch loss: 2.9455
Step 307000
Running loss: 2.9470
Batch loss: 2.9563
Average epoch loss: 2.9454
Step 307500
Running loss: 2.9276
Batch loss: 3.1697
Average epoch loss: 2.9442
Step 308000
Running loss: 2.9398
Batch loss: 3.0600
Average epoch loss: 2.9434
Step 308500
Running loss: 2.9479
Batch loss: 3.0605
Average epoch loss: 2.9434
Step 309000
Running loss: 2.9456
Batch loss: 2.9181
Average epoch loss: 2.9434
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Running loss: 2.9351
Batch loss: 3.2009
Average epoch loss: 2.9436
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Running loss: 2.9510
Batch loss: 3.0780
Average epoch loss: 2.9432
Step 310500
Running loss: 2.9169
Batch loss: 2.7416
Average epoch loss: 2.9431
Step 311000
Running loss: 2.9309
Batch loss: 2.7509
Average epoch loss: 2.9429
Step 311500
Running loss: 2.9232
Batch loss: 3.1166
Average epoch loss: 2.9430
Step 312000
Running loss: 2.9316
Batch loss: 2.8942
Average epoch loss: 2.9435
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Running loss: 2.9723
Batch loss: 2.8425
Average epoch loss: 2.9441
Step 313000
Running loss: 2.9332
Batch loss: 2.7482
Average epoch loss: 2.9443
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Running loss: 2.9524
Batch loss: 2.8794
Average epoch loss: 2.9441
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Running loss: 2.9195
Batch loss: 2.8446
Average epoch loss: 2.9433
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Running loss: 2.9391
Batch loss: 2.7146
Average epoch loss: 2.9429
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Running loss: 2.9605
Batch loss: 3.2327
Average epoch loss: 2.9431
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Batch loss: 2.9638
Average epoch loss: 2.9428
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Batch loss: 3.0039
Average epoch loss: 2.9430
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Batch loss: 2.8402
Average epoch loss: 2.9435
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Batch loss: 2.8157
Average epoch loss: 2.9437
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Batch loss: 3.1185
Average epoch loss: 2.9438
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Average epoch loss: 2.9436
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Batch loss: 3.0190
Average epoch loss: 2.9435
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Batch loss: 2.6011
Average epoch loss: 2.9435
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Batch loss: 2.7701
Average epoch loss: 2.9441
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Batch loss: 2.8577
Average epoch loss: 2.9444
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Batch loss: 2.7956
Average epoch loss: 2.9441
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Batch loss: 2.6040
Average epoch loss: 2.9442
Step 321500
Running loss: 2.9790
Batch loss: 3.0194
Average epoch loss: 2.9444
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Batch loss: 3.0557
Average epoch loss: 2.9445
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Batch loss: 2.9888
Average epoch loss: 2.9444
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Average epoch loss: 2.9445
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Batch loss: 3.0074
Average epoch loss: 2.9446
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Batch loss: 3.1289
Average epoch loss: 2.9444
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Average epoch loss: 2.9445
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Batch loss: 2.9344
Average epoch loss: 2.9449
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Average epoch loss: 2.9451
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Batch loss: 3.0073
Average epoch loss: 2.9450
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Batch loss: 3.1083
Average epoch loss: 2.9449
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Batch loss: 3.3186
Average epoch loss: 2.9451
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Average epoch loss: 2.9450
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Batch loss: 2.7695
Average epoch loss: 2.9450
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Average epoch loss: 2.9450
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Batch loss: 2.5218
Average epoch loss: 2.9451
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Batch loss: 2.9094
Average epoch loss: 2.9454
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Batch loss: 2.7419
Average epoch loss: 2.9453
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Batch loss: 2.8572
Average epoch loss: 2.9454
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Batch loss: 3.1539
Average epoch loss: 2.9456
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Batch loss: 2.6960
Average epoch loss: 2.9456
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Batch loss: 2.7934
Average epoch loss: 2.9456
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Batch loss: 3.0147
Average epoch loss: 2.9458
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Batch loss: 2.7401
Average epoch loss: 2.9456
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Average epoch loss: 2.9457
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Average epoch loss: 2.9457
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Batch loss: 2.8956
Average epoch loss: 2.9457
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Batch loss: 3.1633
Average epoch loss: 2.9455
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Average epoch loss: 2.9454
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Average epoch loss: 2.9453
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Average epoch loss: 2.9454
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Average epoch loss: 2.9454
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Batch loss: 3.1938
Average epoch loss: 2.9453
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Average epoch loss: 2.9454
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Average epoch loss: 2.9453
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Batch loss: 3.1882
Average epoch loss: 2.9451
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Batch loss: 3.1228
Average epoch loss: 2.9452
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Batch loss: 3.2117
Average epoch loss: 2.9451
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Batch loss: 2.8860
Average epoch loss: 2.9451
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Batch loss: 2.8797
Average epoch loss: 2.9450
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Running loss: 2.9312
Batch loss: 3.0584
Average epoch loss: 2.9449
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Batch loss: 2.6924
Average epoch loss: 2.9448
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Batch loss: 3.1028
Average epoch loss: 2.9446
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Batch loss: 3.2777
Average epoch loss: 2.9445
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Running loss: 2.9220
Batch loss: 3.2698
Average epoch loss: 2.9445
Step 344000
Running loss: 2.9130
Batch loss: 2.7796
Average epoch loss: 2.9443
Step 344500
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Batch loss: 2.7949
Average epoch loss: 2.9443
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Running loss: 2.9205
Batch loss: 2.8368
Average epoch loss: 2.9444
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Running loss: 2.9707
Batch loss: 2.9889
Average epoch loss: 2.9446
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Running loss: 2.9340
Batch loss: 2.6803
Average epoch loss: 2.9445
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Running loss: 2.9491
Batch loss: 2.9157
Average epoch loss: 2.9446
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Running loss: 2.9572
Batch loss: 3.0248
Average epoch loss: 2.9446
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Batch loss: 2.9177
Average epoch loss: 2.9446
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Running loss: 2.9591
Batch loss: 2.8777
Average epoch loss: 2.9445
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Batch loss: 2.8642
Average epoch loss: 2.9445
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Running loss: 2.9284
Batch loss: 3.4837
Average epoch loss: 2.9445
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Running loss: 2.9378
Batch loss: 3.0959
Average epoch loss: 2.9445
Step 350000
Running loss: 2.9699
Batch loss: 2.7136
Average epoch loss: 2.9444
Epoch 7 completed.
Average epoch loss: 2.9444
Step 350500
Running loss: 2.9318
Batch loss: 3.1311
Average epoch loss: 2.9281
Step 351000
Running loss: 2.9800
Batch loss: 3.0993
Average epoch loss: 2.9545
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