[07 16:25:46 151@trainval.py:scripts/trainval.py] Writing metainfo to file: "dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/meta/run-2019-04-07-16-25-45.json".
[07 16:25:46 94@factory.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/factory.py] Loading the dataset.
[07 16:25:47 44@nscl_dataset.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/nscl_dataset.py] Loading scenes from: "data/clevr/train/scenes.json".
[07 16:25:57 46@nscl_dataset.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/nscl_dataset.py] Loading questions from: "data/clevr/train/questions.json".
[07 16:26:35 50@nscl_dataset.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/nscl_dataset.py] Loading vocab from: "data/clevr-new/vocab.json".
[07 16:30:54 125@factory.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/factory.py] Filtering out questions containing "how big" and "made of", #before = 699989, #after = 633615.
[07 16:30:54 99@filterable.py:/data/vision/billf/scratch/jiayuanm/projects/NSCL-PyTorch/nscl/datasets/common/filterable.py] Split the dataset: #training samples = 601934, #validation samples = 31681.
[07 16:30:54 180@trainval.py:scripts/trainval.py] Building the model.
[07 16:31:00 227@trainval.py:scripts/trainval.py] Writing meter logs to file: "dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/meta/run-2019-04-07-16-25-45.meter.json".
[07 16:31:00 242@trainval.py:scripts/trainval.py] Building the data loader.
[07 16:31:02 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/4, length = 1783.
[07 16:31:50 306@trainval.py:scripts/trainval.py] Epoch = 1
	acc/qa = 0.455114
	acc/qa/count = 0.511849
	acc/qa/exist = 0.574768
	acc/qa/query = 0.364579
	epoch = 1.000000
	loss = 1.063337
	loss/qa = 1.063337
	loss/qa/count = 0.589482
	loss/qa/exist = 0.648853
	loss/qa/query = 1.477853
	time/data = 0.031517
	time/step = 0.820455
[07 16:31:52 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/4, length = 1783.
[07 16:32:35 306@trainval.py:scripts/trainval.py] Epoch = 2
	acc/qa = 0.494318
	acc/qa/count = 0.521062
	acc/qa/exist = 0.670496
	acc/qa/query = 0.404155
	epoch = 2.000000
	loss = 0.953367
	loss/qa = 0.953367
	loss/qa/count = 0.566799
	loss/qa/exist = 0.588789
	loss/qa/query = 1.304262
	time/data = 0.024283
	time/step = 0.713443
[07 16:32:37 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/4, length = 1783.
[07 16:33:18 306@trainval.py:scripts/trainval.py] Epoch = 3
	acc/qa = 0.567614
	acc/qa/count = 0.521661
	acc/qa/exist = 0.734477
	acc/qa/query = 0.503815
	epoch = 3.000000
	loss = 0.878955
	loss/qa = 0.878955
	loss/qa/count = 0.558116
	loss/qa/exist = 0.520123
	loss/qa/query = 1.200629
	time/data = 0.026467
	time/step = 0.706722
[07 16:33:20 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/4, length = 1783.
[07 16:34:03 306@trainval.py:scripts/trainval.py] Epoch = 4
	acc/qa = 0.585227
	acc/qa/count = 0.547335
	acc/qa/exist = 0.785584
	acc/qa/query = 0.508707
	epoch = 4.000000
	loss = 0.828615
	loss/qa = 0.828615
	loss/qa/count = 0.518903
	loss/qa/exist = 0.477439
	loss/qa/query = 1.136420
	time/data = 0.029501
	time/step = 0.712894
[07 16:34:05 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/4, length = 1783.
[07 16:34:47 306@trainval.py:scripts/trainval.py] Epoch = 5
	acc/qa = 0.640909
	acc/qa/count = 0.596536
	acc/qa/exist = 0.832925
	acc/qa/query = 0.564699
	epoch = 5.000000
	loss = 0.756121
	loss/qa = 0.756121
	loss/qa/count = 0.504013
	loss/qa/exist = 0.444409
	loss/qa/query = 1.030506
	time/data = 0.029444
	time/step = 0.706400
[07 16:34:49 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_5.pth.
[07 16:34:51 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/6, length = 13869.
[07 16:40:09 306@trainval.py:scripts/trainval.py] Epoch = 6
	acc/qa = 0.515228
	acc/qa/count = 0.432510
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.644994
	acc/qa/query = 0.408703
	epoch = 6.000000
	loss = 0.807920
	loss/qa = 0.807920
	loss/qa/count = 0.592280
	loss/qa/count_greater = 0.007464
	loss/qa/count_less = 0.186702
	loss/qa/exist = 0.662036
	loss/qa/query = 1.278929
	time/data = 0.020713
	time/step = 0.710279
[07 16:40:11 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/6, length = 13869.
[07 16:45:44 306@trainval.py:scripts/trainval.py] Epoch = 7
	acc/qa = 0.538828
	acc/qa/count = 0.463854
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.671889
	acc/qa/query = 0.429879
	epoch = 7.000000
	loss = 0.770884
	loss/qa = 0.770884
	loss/qa/count = 0.570859
	loss/qa/count_greater = 0.043499
	loss/qa/count_less = 0.104708
	loss/qa/exist = 0.630148
	loss/qa/query = 1.206319
	time/data = 0.080588
	time/step = 0.682887
[07 16:45:45 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/6, length = 13869.
[07 16:50:53 306@trainval.py:scripts/trainval.py] Epoch = 8
	acc/qa = 0.543880
	acc/qa/count = 0.474847
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.666315
	acc/qa/query = 0.438517
	epoch = 8.000000
	loss = 0.758093
	loss/qa = 0.758093
	loss/qa/count = 0.565596
	loss/qa/count_greater = 0.034039
	loss/qa/count_less = 0.176263
	loss/qa/exist = 0.624673
	loss/qa/query = 1.178358
	time/data = 0.018130
	time/step = 0.687896
[07 16:50:55 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/6, length = 13869.
[07 16:56:03 306@trainval.py:scripts/trainval.py] Epoch = 9
	acc/qa = 0.559469
	acc/qa/count = 0.479856
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.669373
	acc/qa/query = 0.495853
	epoch = 9.000000
	loss = 0.739546
	loss/qa = 0.739546
	loss/qa/count = 0.562563
	loss/qa/count_greater = 0.028166
	loss/qa/count_less = 0.118771
	loss/qa/exist = 0.617366
	loss/qa/query = 1.117112
	time/data = 0.018091
	time/step = 0.690734
[07 16:56:05 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/6, length = 13869.
[07 17:11:02 306@trainval.py:scripts/trainval.py] Epoch = 10
	acc/qa = 0.616051
	acc/qa/count = 0.510843
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.713684
	acc/qa/query = 0.591243
	epoch = 10.000000
	loss = 0.669753
	loss/qa = 0.669753
	loss/qa/count = 0.531330
	loss/qa/count_greater = 0.009610
	loss/qa/count_less = 0.063504
	loss/qa/exist = 0.571889
	loss/qa/query = 0.978915
	time/data = 0.055636
	time/step = 0.571932
	validation/acc/qa = 0.546258
	validation/acc/qa/count = 0.398404
	validation/acc/qa/count_equal = 0.550145
	validation/acc/qa/count_greater = 0.697156
	validation/acc/qa/count_less = 0.727231
	validation/acc/qa/exist = 0.666315
	validation/acc/qa/query = 0.548411
	validation/acc/qa/query_attribute_equal = 0.595898
[07 17:11:04 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_10.pth.
[07 17:11:06 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/8, length = 29055.
[07 17:24:52 306@trainval.py:scripts/trainval.py] Epoch = 11
	acc/qa = 0.814085
	acc/qa/count = 0.765238
	acc/qa/count_equal = 0.833333
	acc/qa/count_greater = 0.928125
	acc/qa/count_less = 0.886525
	acc/qa/exist = 0.854397
	acc/qa/query = 0.820421
	epoch = 11.000000
	loss = 0.394544
	loss/qa = 0.394544
	loss/qa/count = 0.326497
	loss/qa/count_equal = 0.553788
	loss/qa/count_greater = 0.135556
	loss/qa/count_less = 0.253112
	loss/qa/exist = 0.345284
	loss/qa/query = 0.511134
	time/data = 0.019453
	time/step = 0.888776
[07 17:24:54 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/8, length = 29055.
[07 17:38:26 306@trainval.py:scripts/trainval.py] Epoch = 12
	acc/qa = 0.907077
	acc/qa/count = 0.878089
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.973510
	acc/qa/count_less = 0.954545
	acc/qa/exist = 0.919041
	acc/qa/query = 0.922158
	epoch = 12.000000
	loss = 0.226880
	loss/qa = 0.226880
	loss/qa/count = 0.216098
	loss/qa/count_equal = 0.075908
	loss/qa/count_greater = 0.102503
	loss/qa/count_less = 0.167605
	loss/qa/exist = 0.213974
	loss/qa/query = 0.253838
	time/data = 0.021133
	time/step = 0.871456
[07 17:38:28 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/8, length = 29055.
[07 17:52:29 306@trainval.py:scripts/trainval.py] Epoch = 13
	acc/qa = 0.937362
	acc/qa/count = 0.910300
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.986755
	acc/qa/count_less = 0.974265
	acc/qa/exist = 0.948334
	acc/qa/query = 0.952966
	epoch = 13.000000
	loss = 0.170194
	loss/qa = 0.170194
	loss/qa/count = 0.178878
	loss/qa/count_equal = 0.070309
	loss/qa/count_greater = 0.067790
	loss/qa/count_less = 0.129432
	loss/qa/exist = 0.154164
	loss/qa/query = 0.176498
	time/data = 0.061468
	time/step = 0.864099
[07 17:52:31 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/8, length = 29055.
[07 18:05:48 306@trainval.py:scripts/trainval.py] Epoch = 14
	acc/qa = 0.963926
	acc/qa/count = 0.947247
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.982877
	acc/qa/count_less = 0.985294
	acc/qa/exist = 0.970266
	acc/qa/query = 0.974871
	epoch = 14.000000
	loss = 0.115310
	loss/qa = 0.115310
	loss/qa/count = 0.134041
	loss/qa/count_equal = 0.058804
	loss/qa/count_greater = 0.067589
	loss/qa/count_less = 0.106861
	loss/qa/exist = 0.106377
	loss/qa/query = 0.105617
	time/data = 0.019539
	time/step = 0.856915
[07 18:05:50 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 3/8, length = 29055.
[07 18:19:49 306@trainval.py:scripts/trainval.py] Epoch = 15
	acc/qa = 0.975193
	acc/qa/count = 0.962360
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.993007
	acc/qa/count_less = 0.984848
	acc/qa/exist = 0.980043
	acc/qa/query = 0.982712
	epoch = 15.000000
	loss = 0.090870
	loss/qa = 0.090870
	loss/qa/count = 0.110748
	loss/qa/count_equal = 0.055801
	loss/qa/count_greater = 0.063757
	loss/qa/count_less = 0.110832
	loss/qa/exist = 0.083017
	loss/qa/query = 0.079787
	time/data = 0.061639
	time/step = 0.860963
[07 18:19:51 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_15.pth.
[07 18:19:54 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 18:46:35 306@trainval.py:scripts/trainval.py] Epoch = 16
	acc/qa = 0.971934
	acc/qa/count = 0.959119
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.979167
	acc/qa/count_less = 0.988545
	acc/qa/exist = 0.976171
	acc/qa/query = 0.980016
	epoch = 16.000000
	loss = 0.098645
	loss/qa = 0.098645
	loss/qa/count = 0.117931
	loss/qa/count_equal = 0.032604
	loss/qa/count_greater = 0.074436
	loss/qa/count_less = 0.076862
	loss/qa/exist = 0.093349
	loss/qa/query = 0.085353
	time/data = 0.021011
	time/step = 0.888962
[07 18:46:38 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 19:13:49 306@trainval.py:scripts/trainval.py] Epoch = 17
	acc/qa = 0.982676
	acc/qa/count = 0.972456
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.989286
	acc/qa/count_less = 0.993174
	acc/qa/exist = 0.985262
	acc/qa/query = 0.989442
	epoch = 17.000000
	loss = 0.071885
	loss/qa = 0.071885
	loss/qa/count = 0.092299
	loss/qa/count_equal = 0.064322
	loss/qa/count_greater = 0.067809
	loss/qa/count_less = 0.073203
	loss/qa/exist = 0.067320
	loss/qa/query = 0.056942
	time/data = 0.021956
	time/step = 0.905145
[07 19:13:52 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 19:40:49 306@trainval.py:scripts/trainval.py] Epoch = 18
	acc/qa = 0.986696
	acc/qa/count = 0.978611
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.994983
	acc/qa/count_less = 0.991409
	acc/qa/exist = 0.989009
	acc/qa/query = 0.991829
	epoch = 18.000000
	loss = 0.060772
	loss/qa = 0.060772
	loss/qa/count = 0.080871
	loss/qa/count_equal = 0.033500
	loss/qa/count_greater = 0.056843
	loss/qa/count_less = 0.070528
	loss/qa/exist = 0.058143
	loss/qa/query = 0.044409
	time/data = 0.022218
	time/step = 0.896759
[07 19:40:51 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 20:07:07 306@trainval.py:scripts/trainval.py] Epoch = 19
	acc/qa = 0.988599
	acc/qa/count = 0.982827
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.996416
	acc/qa/count_less = 0.996644
	acc/qa/exist = 0.989077
	acc/qa/query = 0.993231
	epoch = 19.000000
	loss = 0.054812
	loss/qa = 0.054812
	loss/qa/count = 0.072074
	loss/qa/count_equal = 0.037134
	loss/qa/count_greater = 0.054329
	loss/qa/count_less = 0.061500
	loss/qa/exist = 0.054186
	loss/qa/query = 0.039355
	time/data = 0.038084
	time/step = 0.857464
[07 20:07:09 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 20:44:33 306@trainval.py:scripts/trainval.py] Epoch = 20
	acc/qa = 0.991463
	acc/qa/count = 0.985908
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.992982
	acc/qa/count_less = 0.993355
	acc/qa/exist = 0.993797
	acc/qa/query = 0.994980
	epoch = 20.000000
	loss = 0.046731
	loss/qa = 0.046731
	loss/qa/count = 0.064360
	loss/qa/count_equal = 0.030827
	loss/qa/count_greater = 0.053618
	loss/qa/count_less = 0.071986
	loss/qa/exist = 0.043020
	loss/qa/query = 0.031964
	time/data = 0.052284
	time/step = 0.763337
	validation/acc/qa = 0.955683
	validation/acc/qa/count = 0.922343
	validation/acc/qa/count_equal = 0.937355
	validation/acc/qa/count_greater = 0.975944
	validation/acc/qa/count_less = 0.975492
	validation/acc/qa/exist = 0.973311
	validation/acc/qa/query = 0.968018
	validation/acc/qa/query_attribute_equal = 0.962643
[07 20:44:36 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_20.pth.
[07 20:44:38 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 21:12:43 306@trainval.py:scripts/trainval.py] Epoch = 21
	acc/qa = 0.992654
	acc/qa/count = 0.988538
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.998294
	acc/qa/count_less = 0.996587
	acc/qa/exist = 0.993771
	acc/qa/query = 0.995221
	epoch = 21.000000
	loss = 0.042533
	loss/qa = 0.042533
	loss/qa/count = 0.060573
	loss/qa/count_equal = 0.023529
	loss/qa/count_greater = 0.049124
	loss/qa/count_less = 0.063870
	loss/qa/exist = 0.041122
	loss/qa/query = 0.026376
	time/data = 0.039136
	time/step = 0.918161
[07 21:12:44 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 21:39:39 306@trainval.py:scripts/trainval.py] Epoch = 22
	acc/qa = 0.993615
	acc/qa/count = 0.989843
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.993197
	acc/qa/count_less = 0.989933
	acc/qa/exist = 0.994670
	acc/qa/query = 0.996516
	epoch = 22.000000
	loss = 0.040104
	loss/qa = 0.040104
	loss/qa/count = 0.057096
	loss/qa/count_equal = 0.030818
	loss/qa/count_greater = 0.052240
	loss/qa/count_less = 0.075271
	loss/qa/exist = 0.037572
	loss/qa/query = 0.024816
	time/data = 0.021385
	time/step = 0.896003
[07 21:39:41 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 22:06:12 306@trainval.py:scripts/trainval.py] Epoch = 23
	acc/qa = 0.993295
	acc/qa/count = 0.988466
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.996429
	acc/qa/count_less = 0.989831
	acc/qa/exist = 0.994646
	acc/qa/query = 0.996461
	epoch = 23.000000
	loss = 0.039814
	loss/qa = 0.039814
	loss/qa/count = 0.056140
	loss/qa/count_equal = 0.023151
	loss/qa/count_greater = 0.049084
	loss/qa/count_less = 0.069712
	loss/qa/exist = 0.037615
	loss/qa/query = 0.025449
	time/data = 0.038694
	time/step = 0.865349
[07 22:06:15 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 22:33:03 306@trainval.py:scripts/trainval.py] Epoch = 24
	acc/qa = 0.995749
	acc/qa/count = 0.992304
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.996575
	acc/qa/count_less = 0.993355
	acc/qa/exist = 0.997250
	acc/qa/query = 0.997550
	epoch = 24.000000
	loss = 0.033425
	loss/qa = 0.033425
	loss/qa/count = 0.049505
	loss/qa/count_equal = 0.028275
	loss/qa/count_greater = 0.047922
	loss/qa/count_less = 0.068140
	loss/qa/exist = 0.029695
	loss/qa/query = 0.020410
	time/data = 0.021567
	time/step = 0.892636
[07 22:33:05 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/8, length = 56251.
[07 22:59:28 306@trainval.py:scripts/trainval.py] Epoch = 25
	acc/qa = 0.995731
	acc/qa/count = 0.992598
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 1.000000
	acc/qa/count_less = 0.996622
	acc/qa/exist = 0.996477
	acc/qa/query = 0.997997
	epoch = 25.000000
	loss = 0.033135
	loss/qa = 0.033135
	loss/qa/count = 0.048803
	loss/qa/count_equal = 0.023667
	loss/qa/count_greater = 0.043011
	loss/qa/count_less = 0.061355
	loss/qa/exist = 0.030784
	loss/qa/query = 0.019299
	time/data = 0.038206
	time/step = 0.861325
[07 22:59:30 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_25.pth.
[07 22:59:33 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[07 23:47:52 306@trainval.py:scripts/trainval.py] Epoch = 26
	acc/qa = 0.993221
	acc/qa/count = 0.990255
	acc/qa/count_equal = 0.990141
	acc/qa/count_greater = 0.994479
	acc/qa/count_less = 0.994756
	acc/qa/exist = 0.994616
	acc/qa/query = 0.995585
	acc/qa/query_attribute_equal = 0.991572
	epoch = 26.000000
	loss = 0.044576
	loss/qa = 0.044576
	loss/qa/count = 0.060679
	loss/qa/count_equal = 0.044762
	loss/qa/count_greater = 0.088015
	loss/qa/count_less = 0.080000
	loss/qa/exist = 0.038219
	loss/qa/query = 0.027776
	loss/qa/query_attribute_equal = 0.037954
	time/data = 0.033890
	time/step = 0.919598
[07 23:47:54 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 00:36:12 306@trainval.py:scripts/trainval.py] Epoch = 27
	acc/qa = 0.995186
	acc/qa/count = 0.992439
	acc/qa/count_equal = 0.994398
	acc/qa/count_greater = 0.994227
	acc/qa/count_less = 0.996009
	acc/qa/exist = 0.996733
	acc/qa/query = 0.996831
	acc/qa/query_attribute_equal = 0.994364
	epoch = 27.000000
	loss = 0.039461
	loss/qa = 0.039461
	loss/qa/count = 0.056437
	loss/qa/count_equal = 0.044283
	loss/qa/count_greater = 0.087761
	loss/qa/count_less = 0.078213
	loss/qa/exist = 0.033760
	loss/qa/query = 0.023532
	loss/qa/query_attribute_equal = 0.029051
	time/data = 0.035151
	time/step = 0.917750
[08 00:36:14 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 01:24:17 306@trainval.py:scripts/trainval.py] Epoch = 28
	acc/qa = 0.994888
	acc/qa/count = 0.991955
	acc/qa/count_equal = 0.995702
	acc/qa/count_greater = 0.997114
	acc/qa/count_less = 0.996327
	acc/qa/exist = 0.996203
	acc/qa/query = 0.996771
	acc/qa/query_attribute_equal = 0.994188
	epoch = 28.000000
	loss = 0.040333
	loss/qa = 0.040333
	loss/qa/count = 0.056341
	loss/qa/count_equal = 0.032555
	loss/qa/count_greater = 0.082842
	loss/qa/count_less = 0.075863
	loss/qa/exist = 0.035137
	loss/qa/query = 0.024517
	loss/qa/query_attribute_equal = 0.032653
	time/data = 0.024761
	time/step = 0.922935
[08 01:24:19 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 02:12:35 306@trainval.py:scripts/trainval.py] Epoch = 29
	acc/qa = 0.996215
	acc/qa/count = 0.994197
	acc/qa/count_equal = 0.997151
	acc/qa/count_greater = 0.997989
	acc/qa/count_less = 0.997492
	acc/qa/exist = 0.996467
	acc/qa/query = 0.997816
	acc/qa/query_attribute_equal = 0.996498
	epoch = 29.000000
	loss = 0.036780
	loss/qa = 0.036780
	loss/qa/count = 0.053226
	loss/qa/count_equal = 0.034515
	loss/qa/count_greater = 0.079936
	loss/qa/count_less = 0.075466
	loss/qa/exist = 0.033350
	loss/qa/query = 0.019857
	loss/qa/query_attribute_equal = 0.022865
	time/data = 0.051091
	time/step = 0.901114
[08 02:12:37 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 03:12:04 306@trainval.py:scripts/trainval.py] Epoch = 30
	acc/qa = 0.996122
	acc/qa/count = 0.993802
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.998062
	acc/qa/count_less = 0.996024
	acc/qa/exist = 0.996788
	acc/qa/query = 0.997883
	acc/qa/query_attribute_equal = 0.995084
	epoch = 30.000000
	loss = 0.036229
	loss/qa = 0.036229
	loss/qa/count = 0.052708
	loss/qa/count_equal = 0.025753
	loss/qa/count_greater = 0.080434
	loss/qa/count_less = 0.076647
	loss/qa/exist = 0.032526
	loss/qa/query = 0.018870
	loss/qa/query_attribute_equal = 0.026739
	time/data = 0.034817
	time/step = 0.849551
	validation/acc/qa = 0.974559
	validation/acc/qa/count = 0.956812
	validation/acc/qa/count_equal = 0.966522
	validation/acc/qa/count_greater = 0.983217
	validation/acc/qa/count_less = 0.982350
	validation/acc/qa/exist = 0.986807
	validation/acc/qa/query = 0.983107
	validation/acc/qa/query_attribute_equal = 0.973940
[08 03:12:07 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_30.pth.
[08 03:12:09 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 04:02:05 306@trainval.py:scripts/trainval.py] Epoch = 31
	acc/qa = 0.996739
	acc/qa/count = 0.995087
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.997558
	acc/qa/count_less = 0.998130
	acc/qa/exist = 0.997211
	acc/qa/query = 0.998129
	acc/qa/query_attribute_equal = 0.995218
	epoch = 31.000000
	loss = 0.034847
	loss/qa = 0.034847
	loss/qa/count = 0.051107
	loss/qa/count_equal = 0.025779
	loss/qa/count_greater = 0.082646
	loss/qa/count_less = 0.072851
	loss/qa/exist = 0.030390
	loss/qa/query = 0.017784
	loss/qa/query_attribute_equal = 0.026955
	time/data = 0.042966
	time/step = 0.942306
[08 04:02:07 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 04:52:40 306@trainval.py:scripts/trainval.py] Epoch = 32
	acc/qa = 0.996657
	acc/qa/count = 0.994785
	acc/qa/count_equal = 0.995652
	acc/qa/count_greater = 0.996690
	acc/qa/count_less = 0.998118
	acc/qa/exist = 0.997717
	acc/qa/query = 0.997885
	acc/qa/query_attribute_equal = 0.996767
	epoch = 32.000000
	loss = 0.035076
	loss/qa = 0.035076
	loss/qa/count = 0.051182
	loss/qa/count_equal = 0.034109
	loss/qa/count_greater = 0.080821
	loss/qa/count_less = 0.073476
	loss/qa/exist = 0.029384
	loss/qa/query = 0.018725
	loss/qa/query_attribute_equal = 0.023631
	time/data = 0.023662
	time/step = 0.973496
[08 04:52:42 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 05:41:54 306@trainval.py:scripts/trainval.py] Epoch = 33
	acc/qa = 0.997696
	acc/qa/count = 0.996226
	acc/qa/count_equal = 0.998567
	acc/qa/count_greater = 0.998089
	acc/qa/count_less = 0.998120
	acc/qa/exist = 0.998652
	acc/qa/query = 0.998587
	acc/qa/query_attribute_equal = 0.997139
	epoch = 33.000000
	loss = 0.032301
	loss/qa = 0.032301
	loss/qa/count = 0.048502
	loss/qa/count_equal = 0.030027
	loss/qa/count_greater = 0.080833
	loss/qa/count_less = 0.073703
	loss/qa/exist = 0.026836
	loss/qa/query = 0.015709
	loss/qa/query_attribute_equal = 0.022185
	time/data = 0.022594
	time/step = 0.948034
[08 05:41:56 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 06:31:42 306@trainval.py:scripts/trainval.py] Epoch = 34
	acc/qa = 0.997089
	acc/qa/count = 0.995345
	acc/qa/count_equal = 0.997175
	acc/qa/count_greater = 0.997484
	acc/qa/count_less = 0.998407
	acc/qa/exist = 0.997819
	acc/qa/query = 0.998027
	acc/qa/query_attribute_equal = 0.998270
	epoch = 34.000000
	loss = 0.033897
	loss/qa = 0.033897
	loss/qa/count = 0.049963
	loss/qa/count_equal = 0.030634
	loss/qa/count_greater = 0.081264
	loss/qa/count_less = 0.072861
	loss/qa/exist = 0.029125
	loss/qa/query = 0.018185
	loss/qa/query_attribute_equal = 0.018305
	time/data = 0.023223
	time/step = 0.958759
[08 06:31:44 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 4/12, length = 97235.
[08 07:22:04 306@trainval.py:scripts/trainval.py] Epoch = 35
	acc/qa = 0.997737
	acc/qa/count = 0.996161
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.998409
	acc/qa/count_less = 0.999227
	acc/qa/exist = 0.998242
	acc/qa/query = 0.998825
	acc/qa/query_attribute_equal = 0.997822
	epoch = 35.000000
	loss = 0.031980
	loss/qa = 0.031980
	loss/qa/count = 0.048242
	loss/qa/count_equal = 0.023988
	loss/qa/count_greater = 0.080205
	loss/qa/count_less = 0.070399
	loss/qa/exist = 0.028467
	loss/qa/query = 0.015496
	loss/qa/query_attribute_equal = 0.016779
	time/data = 0.023389
	time/step = 0.969723
[08 07:22:07 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_35.pth.
[08 07:22:09 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 08:38:12 306@trainval.py:scripts/trainval.py] Epoch = 36
	acc/qa = 0.993812
	acc/qa/count = 0.990638
	acc/qa/count_equal = 0.993964
	acc/qa/count_greater = 0.995479
	acc/qa/count_less = 0.998277
	acc/qa/exist = 0.995026
	acc/qa/query = 0.995845
	acc/qa/query_attribute_equal = 0.993805
	epoch = 36.000000
	loss = 0.042941
	loss/qa = 0.042941
	loss/qa/count = 0.060077
	loss/qa/count_equal = 0.046203
	loss/qa/count_greater = 0.084993
	loss/qa/count_less = 0.071491
	loss/qa/exist = 0.038842
	loss/qa/query = 0.026286
	loss/qa/query_attribute_equal = 0.034215
	time/data = 0.037237
	time/step = 0.972492
[08 08:38:14 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 09:53:38 306@trainval.py:scripts/trainval.py] Epoch = 37
	acc/qa = 0.995210
	acc/qa/count = 0.991772
	acc/qa/count_equal = 0.989919
	acc/qa/count_greater = 0.997350
	acc/qa/count_less = 0.998563
	acc/qa/exist = 0.996670
	acc/qa/query = 0.997215
	acc/qa/query_attribute_equal = 0.994704
	epoch = 37.000000
	loss = 0.038647
	loss/qa = 0.038647
	loss/qa/count = 0.057518
	loss/qa/count_equal = 0.043501
	loss/qa/count_greater = 0.079640
	loss/qa/count_less = 0.070305
	loss/qa/exist = 0.034877
	loss/qa/query = 0.020135
	loss/qa/query_attribute_equal = 0.029132
	time/data = 0.031081
	time/step = 0.970008
[08 09:53:40 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 11:09:07 306@trainval.py:scripts/trainval.py] Epoch = 38
	acc/qa = 0.996380
	acc/qa/count = 0.993658
	acc/qa/count_equal = 0.992886
	acc/qa/count_greater = 0.997877
	acc/qa/count_less = 0.998692
	acc/qa/exist = 0.997224
	acc/qa/query = 0.997940
	acc/qa/query_attribute_equal = 0.997264
	epoch = 38.000000
	loss = 0.036318
	loss/qa = 0.036318
	loss/qa/count = 0.055474
	loss/qa/count_equal = 0.031635
	loss/qa/count_greater = 0.079913
	loss/qa/count_less = 0.069824
	loss/qa/exist = 0.033695
	loss/qa/query = 0.017876
	loss/qa/query_attribute_equal = 0.020454
	time/data = 0.037280
	time/step = 0.964497
[08 11:09:09 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 12:25:40 306@trainval.py:scripts/trainval.py] Epoch = 39
	acc/qa = 0.996491
	acc/qa/count = 0.993745
	acc/qa/count_equal = 0.995951
	acc/qa/count_greater = 0.996385
	acc/qa/count_less = 0.999036
	acc/qa/exist = 0.997543
	acc/qa/query = 0.997803
	acc/qa/query_attribute_equal = 0.998146
	epoch = 39.000000
	loss = 0.035970
	loss/qa = 0.035970
	loss/qa/count = 0.055023
	loss/qa/count_equal = 0.028886
	loss/qa/count_greater = 0.080922
	loss/qa/count_less = 0.069693
	loss/qa/exist = 0.032681
	loss/qa/query = 0.018595
	loss/qa/query_attribute_equal = 0.017605
	time/data = 0.024927
	time/step = 0.990999
[08 12:25:42 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 13:52:01 306@trainval.py:scripts/trainval.py] Epoch = 40
	acc/qa = 0.997328
	acc/qa/count = 0.995407
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.998365
	acc/qa/count_less = 0.999429
	acc/qa/exist = 0.997645
	acc/qa/query = 0.998510
	acc/qa/query_attribute_equal = 0.998732
	epoch = 40.000000
	loss = 0.033755
	loss/qa = 0.033755
	loss/qa/count = 0.052383
	loss/qa/count_equal = 0.025308
	loss/qa/count_greater = 0.078288
	loss/qa/count_less = 0.069981
	loss/qa/exist = 0.031496
	loss/qa/query = 0.015629
	loss/qa/query_attribute_equal = 0.016992
	time/data = 0.027376
	time/step = 0.912428
	validation/acc/qa = 0.984249
	validation/acc/qa/count = 0.968651
	validation/acc/qa/count_equal = 0.980411
	validation/acc/qa/count_greater = 0.985618
	validation/acc/qa/count_less = 0.990040
	validation/acc/qa/exist = 0.991805
	validation/acc/qa/query = 0.990286
	validation/acc/qa/query_attribute_equal = 0.989051
[08 13:52:03 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_40.pth.
[08 13:52:06 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 15:08:51 306@trainval.py:scripts/trainval.py] Epoch = 41
	acc/qa = 0.997197
	acc/qa/count = 0.995041
	acc/qa/count_equal = 0.997996
	acc/qa/count_greater = 0.997645
	acc/qa/count_less = 0.999570
	acc/qa/exist = 0.997945
	acc/qa/query = 0.998230
	acc/qa/query_attribute_equal = 0.998589
	epoch = 41.000000
	loss = 0.034458
	loss/qa = 0.034458
	loss/qa/count = 0.053340
	loss/qa/count_equal = 0.032302
	loss/qa/count_greater = 0.079680
	loss/qa/count_less = 0.069125
	loss/qa/exist = 0.030461
	loss/qa/query = 0.016768
	loss/qa/query_attribute_equal = 0.017729
	time/data = 0.031479
	time/step = 0.987702
[08 15:08:53 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 16:24:54 306@trainval.py:scripts/trainval.py] Epoch = 42
	acc/qa = 0.997474
	acc/qa/count = 0.995556
	acc/qa/count_equal = 0.995943
	acc/qa/count_greater = 0.998292
	acc/qa/count_less = 0.998933
	acc/qa/exist = 0.998542
	acc/qa/query = 0.998614
	acc/qa/query_attribute_equal = 0.996891
	epoch = 42.000000
	loss = 0.033406
	loss/qa = 0.033406
	loss/qa/count = 0.052151
	loss/qa/count_equal = 0.029703
	loss/qa/count_greater = 0.079023
	loss/qa/count_less = 0.069150
	loss/qa/exist = 0.028864
	loss/qa/query = 0.016158
	loss/qa/query_attribute_equal = 0.018966
	time/data = 0.030245
	time/step = 0.979015
[08 16:24:56 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 17:40:31 306@trainval.py:scripts/trainval.py] Epoch = 43
	acc/qa = 0.997751
	acc/qa/count = 0.995901
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999077
	acc/qa/count_less = 0.999644
	acc/qa/exist = 0.998417
	acc/qa/query = 0.998867
	acc/qa/query_attribute_equal = 0.997566
	epoch = 43.000000
	loss = 0.032788
	loss/qa = 0.032788
	loss/qa/count = 0.051346
	loss/qa/count_equal = 0.026234
	loss/qa/count_greater = 0.078156
	loss/qa/count_less = 0.069961
	loss/qa/exist = 0.029192
	loss/qa/query = 0.014742
	loss/qa/query_attribute_equal = 0.020192
	time/data = 0.036890
	time/step = 0.966827
[08 17:40:34 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 18:57:46 306@trainval.py:scripts/trainval.py] Epoch = 44
	acc/qa = 0.997612
	acc/qa/count = 0.995879
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.997672
	acc/qa/count_less = 0.998487
	acc/qa/exist = 0.998241
	acc/qa/query = 0.998785
	acc/qa/query_attribute_equal = 0.997863
	epoch = 44.000000
	loss = 0.033119
	loss/qa = 0.033119
	loss/qa/count = 0.051657
	loss/qa/count_equal = 0.024913
	loss/qa/count_greater = 0.078140
	loss/qa/count_less = 0.068413
	loss/qa/exist = 0.029341
	loss/qa/query = 0.015339
	loss/qa/query_attribute_equal = 0.018701
	time/data = 0.031153
	time/step = 0.993926
[08 18:57:48 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 5/12, length = 144503.
[08 20:13:30 306@trainval.py:scripts/trainval.py] Epoch = 45
	acc/qa = 0.998145
	acc/qa/count = 0.996425
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999567
	acc/qa/count_less = 0.999241
	acc/qa/exist = 0.998740
	acc/qa/query = 0.999186
	acc/qa/query_attribute_equal = 0.998244
	epoch = 45.000000
	loss = 0.031740
	loss/qa = 0.031740
	loss/qa/count = 0.050307
	loss/qa/count_equal = 0.024804
	loss/qa/count_greater = 0.076880
	loss/qa/count_less = 0.068731
	loss/qa/exist = 0.028926
	loss/qa/query = 0.013478
	loss/qa/query_attribute_equal = 0.017485
	time/data = 0.030374
	time/step = 0.974739
[08 20:13:32 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_45.pth.
[08 20:13:35 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[08 21:54:34 306@trainval.py:scripts/trainval.py] Epoch = 46
	acc/qa = 0.995322
	acc/qa/count = 0.991827
	acc/qa/count_equal = 0.996716
	acc/qa/count_greater = 0.997200
	acc/qa/count_less = 0.998682
	acc/qa/exist = 0.996451
	acc/qa/query = 0.997342
	acc/qa/query_attribute_equal = 0.995066
	epoch = 46.000000
	loss = 0.040060
	loss/qa = 0.040060
	loss/qa/count = 0.060739
	loss/qa/count_equal = 0.032846
	loss/qa/count_greater = 0.080051
	loss/qa/count_less = 0.068912
	loss/qa/exist = 0.036450
	loss/qa/query = 0.021139
	loss/qa/query_attribute_equal = 0.028279
	time/data = 0.030365
	time/step = 0.981321
[08 21:54:36 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[08 23:36:29 306@trainval.py:scripts/trainval.py] Epoch = 47
	acc/qa = 0.996825
	acc/qa/count = 0.994366
	acc/qa/count_equal = 0.995106
	acc/qa/count_greater = 0.998374
	acc/qa/count_less = 0.998951
	acc/qa/exist = 0.997571
	acc/qa/query = 0.998420
	acc/qa/query_attribute_equal = 0.997854
	epoch = 47.000000
	loss = 0.036078
	loss/qa = 0.036078
	loss/qa/count = 0.057454
	loss/qa/count_equal = 0.030407
	loss/qa/count_greater = 0.078461
	loss/qa/count_less = 0.067685
	loss/qa/exist = 0.033247
	loss/qa/query = 0.016063
	loss/qa/query_attribute_equal = 0.020598
	time/data = 0.030855
	time/step = 0.989746
[08 23:36:31 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 01:17:31 306@trainval.py:scripts/trainval.py] Epoch = 48
	acc/qa = 0.997248
	acc/qa/count = 0.994973
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.998759
	acc/qa/count_less = 0.999232
	acc/qa/exist = 0.998574
	acc/qa/query = 0.998310
	acc/qa/query_attribute_equal = 0.997946
	epoch = 48.000000
	loss = 0.035279
	loss/qa = 0.035279
	loss/qa/count = 0.056454
	loss/qa/count_equal = 0.026139
	loss/qa/count_greater = 0.075934
	loss/qa/count_less = 0.068394
	loss/qa/exist = 0.031404
	loss/qa/query = 0.015987
	loss/qa/query_attribute_equal = 0.019242
	time/data = 0.030198
	time/step = 0.981541
[09 01:17:33 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 02:58:33 306@trainval.py:scripts/trainval.py] Epoch = 49
	acc/qa = 0.997692
	acc/qa/count = 0.995732
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999671
	acc/qa/count_less = 0.998994
	acc/qa/exist = 0.998468
	acc/qa/query = 0.998760
	acc/qa/query_attribute_equal = 0.998455
	epoch = 49.000000
	loss = 0.034248
	loss/qa = 0.034248
	loss/qa/count = 0.055402
	loss/qa/count_equal = 0.025668
	loss/qa/count_greater = 0.075861
	loss/qa/count_less = 0.067383
	loss/qa/exist = 0.031012
	loss/qa/query = 0.014737
	loss/qa/query_attribute_equal = 0.018200
	time/data = 0.040077
	time/step = 0.971638
[09 02:58:35 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 04:48:25 306@trainval.py:scripts/trainval.py] Epoch = 50
	acc/qa = 0.997885
	acc/qa/count = 0.996057
	acc/qa/count_equal = 0.998377
	acc/qa/count_greater = 0.998391
	acc/qa/count_less = 0.999503
	acc/qa/exist = 0.998693
	acc/qa/query = 0.998849
	acc/qa/query_attribute_equal = 0.998674
	epoch = 50.000000
	loss = 0.033532
	loss/qa = 0.033532
	loss/qa/count = 0.054387
	loss/qa/count_equal = 0.029282
	loss/qa/count_greater = 0.077870
	loss/qa/count_less = 0.066863
	loss/qa/exist = 0.030316
	loss/qa/query = 0.014335
	loss/qa/query_attribute_equal = 0.016051
	time/data = 0.035728
	time/step = 0.908114
	validation/acc/qa = 0.989584
	validation/acc/qa/count = 0.979549
	validation/acc/qa/count_equal = 0.987847
	validation/acc/qa/count_greater = 0.992960
	validation/acc/qa/count_less = 0.990040
	validation/acc/qa/exist = 0.994856
	validation/acc/qa/query = 0.993097
	validation/acc/qa/query_attribute_equal = 0.993822
[09 04:48:27 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_50.pth.
[09 04:48:30 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 06:29:03 306@trainval.py:scripts/trainval.py] Epoch = 51
	acc/qa = 0.998188
	acc/qa/count = 0.996872
	acc/qa/count_equal = 0.998384
	acc/qa/count_greater = 0.999729
	acc/qa/count_less = 0.999670
	acc/qa/exist = 0.998611
	acc/qa/query = 0.998934
	acc/qa/query_attribute_equal = 0.998706
	epoch = 51.000000
	loss = 0.033139
	loss/qa = 0.033139
	loss/qa/count = 0.053636
	loss/qa/count_equal = 0.026560
	loss/qa/count_greater = 0.073568
	loss/qa/count_less = 0.067917
	loss/qa/exist = 0.030483
	loss/qa/query = 0.014198
	loss/qa/query_attribute_equal = 0.016096
	time/data = 0.031093
	time/step = 0.976162
[09 06:29:05 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 08:08:57 306@trainval.py:scripts/trainval.py] Epoch = 52
	acc/qa = 0.998099
	acc/qa/count = 0.996704
	acc/qa/count_equal = 0.998325
	acc/qa/count_greater = 0.999407
	acc/qa/count_less = 0.999501
	acc/qa/exist = 0.998760
	acc/qa/query = 0.998715
	acc/qa/query_attribute_equal = 0.999058
	epoch = 52.000000
	loss = 0.032958
	loss/qa = 0.032958
	loss/qa/count = 0.053472
	loss/qa/count_equal = 0.030309
	loss/qa/count_greater = 0.075825
	loss/qa/count_less = 0.067231
	loss/qa/exist = 0.029539
	loss/qa/query = 0.014187
	loss/qa/query_attribute_equal = 0.015353
	time/data = 0.030670
	time/step = 0.969845
[09 08:09:00 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 09:49:42 306@trainval.py:scripts/trainval.py] Epoch = 53
	acc/qa = 0.998402
	acc/qa/count = 0.996828
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999401
	acc/qa/count_less = 0.999004
	acc/qa/exist = 0.999018
	acc/qa/query = 0.999320
	acc/qa/query_attribute_equal = 0.998808
	epoch = 53.000000
	loss = 0.032153
	loss/qa = 0.032153
	loss/qa/count = 0.053079
	loss/qa/count_equal = 0.025495
	loss/qa/count_greater = 0.074762
	loss/qa/count_less = 0.068120
	loss/qa/exist = 0.028955
	loss/qa/query = 0.012675
	loss/qa/query_attribute_equal = 0.016428
	time/data = 0.030488
	time/step = 0.978450
[09 09:49:45 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 11:31:02 306@trainval.py:scripts/trainval.py] Epoch = 54
	acc/qa = 0.998569
	acc/qa/count = 0.997509
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999352
	acc/qa/count_less = 0.999162
	acc/qa/exist = 0.998826
	acc/qa/query = 0.999226
	acc/qa/query_attribute_equal = 0.999154
	epoch = 54.000000
	loss = 0.031988
	loss/qa = 0.031988
	loss/qa/count = 0.052165
	loss/qa/count_equal = 0.024469
	loss/qa/count_greater = 0.075229
	loss/qa/count_less = 0.067906
	loss/qa/exist = 0.029534
	loss/qa/query = 0.013256
	loss/qa/query_attribute_equal = 0.014703
	time/data = 0.026380
	time/step = 0.988222
[09 11:31:04 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 6/12, length = 191525.
[09 13:11:54 306@trainval.py:scripts/trainval.py] Epoch = 55
	acc/qa = 0.998381
	acc/qa/count = 0.997099
	acc/qa/count_equal = 1.000000
	acc/qa/count_greater = 0.999460
	acc/qa/count_less = 0.999171
	acc/qa/exist = 0.998786
	acc/qa/query = 0.999136
	acc/qa/query_attribute_equal = 0.999309
	epoch = 55.000000
	loss = 0.032157
	loss/qa = 0.032157
	loss/qa/count = 0.052767
	loss/qa/count_equal = 0.025249
	loss/qa/count_greater = 0.074209
	loss/qa/count_less = 0.068288
	loss/qa/exist = 0.029450
	loss/qa/query = 0.013056
	loss/qa/query_attribute_equal = 0.013391
	time/data = 0.026345
	time/step = 0.983744
[09 13:11:56 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_55.pth.
[09 13:11:59 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[09 16:24:50 306@trainval.py:scripts/trainval.py] Epoch = 56
	acc/qa = 0.996569
	acc/qa/count = 0.993878
	acc/qa/count_equal = 0.994302
	acc/qa/count_greater = 0.998048
	acc/qa/count_less = 0.998149
	acc/qa/exist = 0.997671
	acc/qa/query = 0.998099
	acc/qa/query_attribute_equal = 0.996369
	epoch = 56.000000
	loss = 0.038954
	loss/qa = 0.038954
	loss/qa/count = 0.062510
	loss/qa/count_equal = 0.043773
	loss/qa/count_greater = 0.090524
	loss/qa/count_less = 0.091710
	loss/qa/exist = 0.035988
	loss/qa/query = 0.017750
	loss/qa/query_attribute_equal = 0.024210
	time/data = 0.038139
	time/step = 1.078645
[09 16:24:52 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[09 19:39:21 306@trainval.py:scripts/trainval.py] Epoch = 57
	acc/qa = 0.997537
	acc/qa/count = 0.995547
	acc/qa/count_equal = 0.997978
	acc/qa/count_greater = 0.997803
	acc/qa/count_less = 0.998567
	acc/qa/exist = 0.997990
	acc/qa/query = 0.998785
	acc/qa/query_attribute_equal = 0.997890
	epoch = 57.000000
	loss = 0.036339
	loss/qa = 0.036339
	loss/qa/count = 0.060059
	loss/qa/count_equal = 0.035135
	loss/qa/count_greater = 0.090531
	loss/qa/count_less = 0.089176
	loss/qa/exist = 0.034578
	loss/qa/query = 0.014906
	loss/qa/query_attribute_equal = 0.019218
	time/data = 0.043704
	time/step = 1.082547
[09 19:39:23 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[09 22:52:52 306@trainval.py:scripts/trainval.py] Epoch = 58
	acc/qa = 0.997797
	acc/qa/count = 0.995740
	acc/qa/count_equal = 0.997584
	acc/qa/count_greater = 0.998047
	acc/qa/count_less = 0.998210
	acc/qa/exist = 0.998576
	acc/qa/query = 0.998870
	acc/qa/query_attribute_equal = 0.998233
	epoch = 58.000000
	loss = 0.035627
	loss/qa = 0.035627
	loss/qa/count = 0.059642
	loss/qa/count_equal = 0.036011
	loss/qa/count_greater = 0.090460
	loss/qa/count_less = 0.090556
	loss/qa/exist = 0.033551
	loss/qa/query = 0.014299
	loss/qa/query_attribute_equal = 0.018754
	time/data = 0.045942
	time/step = 1.074516
[09 22:52:54 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 02:04:09 306@trainval.py:scripts/trainval.py] Epoch = 59
	acc/qa = 0.998102
	acc/qa/count = 0.996351
	acc/qa/count_equal = 0.998122
	acc/qa/count_greater = 0.997878
	acc/qa/count_less = 0.999294
	acc/qa/exist = 0.998633
	acc/qa/query = 0.999149
	acc/qa/query_attribute_equal = 0.998220
	epoch = 59.000000
	loss = 0.034881
	loss/qa = 0.034881
	loss/qa/count = 0.058675
	loss/qa/count_equal = 0.033098
	loss/qa/count_greater = 0.090156
	loss/qa/count_less = 0.088819
	loss/qa/exist = 0.033150
	loss/qa/query = 0.013405
	loss/qa/query_attribute_equal = 0.018260
	time/data = 0.043732
	time/step = 1.063758
[10 02:04:11 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 05:24:37 306@trainval.py:scripts/trainval.py] Epoch = 60
	acc/qa = 0.998410
	acc/qa/count = 0.996920
	acc/qa/count_equal = 0.997443
	acc/qa/count_greater = 0.999142
	acc/qa/count_less = 0.999891
	acc/qa/exist = 0.998680
	acc/qa/query = 0.999280
	acc/qa/query_attribute_equal = 0.998652
	epoch = 60.000000
	loss = 0.034190
	loss/qa = 0.034190
	loss/qa/count = 0.058086
	loss/qa/count_equal = 0.035444
	loss/qa/count_greater = 0.087488
	loss/qa/count_less = 0.088488
	loss/qa/exist = 0.033041
	loss/qa/query = 0.012733
	loss/qa/query_attribute_equal = 0.017292
	time/data = 0.043364
	time/step = 1.015950
	validation/acc/qa = 0.992424
	validation/acc/qa/count = 0.985217
	validation/acc/qa/count_equal = 0.991753
	validation/acc/qa/count_greater = 0.997156
	validation/acc/qa/count_less = 0.996092
	validation/acc/qa/exist = 0.996963
	validation/acc/qa/query = 0.994822
	validation/acc/qa/query_attribute_equal = 0.994031
[10 05:24:40 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_60.pth.
[10 05:24:43 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 08:35:34 306@trainval.py:scripts/trainval.py] Epoch = 61
	acc/qa = 0.998358
	acc/qa/count = 0.996955
	acc/qa/count_equal = 0.998153
	acc/qa/count_greater = 0.999122
	acc/qa/count_less = 0.999657
	acc/qa/exist = 0.998561
	acc/qa/query = 0.999240
	acc/qa/query_attribute_equal = 0.998553
	epoch = 61.000000
	loss = 0.034319
	loss/qa = 0.034319
	loss/qa/count = 0.057597
	loss/qa/count_equal = 0.032339
	loss/qa/count_greater = 0.087986
	loss/qa/count_less = 0.089104
	loss/qa/exist = 0.032801
	loss/qa/query = 0.013529
	loss/qa/query_attribute_equal = 0.016591
	time/data = 0.054680
	time/step = 1.050569
[10 08:35:36 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 11:51:13 306@trainval.py:scripts/trainval.py] Epoch = 62
	acc/qa = 0.999080
	acc/qa/count = 0.998037
	acc/qa/count_equal = 0.999431
	acc/qa/count_greater = 0.999354
	acc/qa/count_less = 0.999765
	acc/qa/exist = 0.999403
	acc/qa/query = 0.999610
	acc/qa/query_attribute_equal = 0.999419
	epoch = 62.000000
	loss = 0.032206
	loss/qa = 0.032206
	loss/qa/count = 0.055390
	loss/qa/count_equal = 0.029533
	loss/qa/count_greater = 0.086882
	loss/qa/count_less = 0.087870
	loss/qa/exist = 0.030415
	loss/qa/query = 0.011638
	loss/qa/query_attribute_equal = 0.014387
	time/data = 0.035752
	time/step = 1.096912
[10 11:51:16 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 15:06:14 306@trainval.py:scripts/trainval.py] Epoch = 63
	acc/qa = 0.999188
	acc/qa/count = 0.998244
	acc/qa/count_equal = 0.999678
	acc/qa/count_greater = 0.999088
	acc/qa/count_less = 0.999789
	acc/qa/exist = 0.999495
	acc/qa/query = 0.999702
	acc/qa/query_attribute_equal = 0.999337
	epoch = 63.000000
	loss = 0.031779
	loss/qa = 0.031779
	loss/qa/count = 0.054679
	loss/qa/count_equal = 0.028570
	loss/qa/count_greater = 0.087223
	loss/qa/count_less = 0.087525
	loss/qa/exist = 0.029947
	loss/qa/query = 0.011361
	loss/qa/query_attribute_equal = 0.014750
	time/data = 0.036475
	time/step = 1.092612
[10 15:06:16 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 18:21:36 306@trainval.py:scripts/trainval.py] Epoch = 64
	acc/qa = 0.999243
	acc/qa/count = 0.998386
	acc/qa/count_equal = 0.999637
	acc/qa/count_greater = 0.999165
	acc/qa/count_less = 1.000000
	acc/qa/exist = 0.999419
	acc/qa/query = 0.999741
	acc/qa/query_attribute_equal = 0.999449
	epoch = 64.000000
	loss = 0.031564
	loss/qa = 0.031564
	loss/qa/count = 0.054290
	loss/qa/count_equal = 0.028684
	loss/qa/count_greater = 0.087261
	loss/qa/count_less = 0.086793
	loss/qa/exist = 0.029946
	loss/qa/query = 0.011222
	loss/qa/query_attribute_equal = 0.014291
	time/data = 0.044155
	time/step = 1.087012
[10 18:21:38 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 7/16, length = 331378.
[10 21:36:43 306@trainval.py:scripts/trainval.py] Epoch = 65
	acc/qa = 0.999285
	acc/qa/count = 0.998437
	acc/qa/count_equal = 0.999632
	acc/qa/count_greater = 0.999039
	acc/qa/count_less = 0.999841
	acc/qa/exist = 0.999607
	acc/qa/query = 0.999759
	acc/qa/query_attribute_equal = 0.999527
	epoch = 65.000000
	loss = 0.031443
	loss/qa = 0.031443
	loss/qa/count = 0.053952
	loss/qa/count_equal = 0.028794
	loss/qa/count_greater = 0.086616
	loss/qa/count_less = 0.087249
	loss/qa/exist = 0.029397
	loss/qa/query = 0.011226
	loss/qa/query_attribute_equal = 0.013929
	time/data = 0.044174
	time/step = 1.085583
[10 21:36:45 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_65.pth.
[10 21:36:48 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[11 02:05:20 306@trainval.py:scripts/trainval.py] Epoch = 66
	acc/qa = 0.997996
	acc/qa/count = 0.996274
	acc/qa/count_equal = 0.997152
	acc/qa/count_greater = 0.997980
	acc/qa/count_less = 0.998716
	acc/qa/exist = 0.998661
	acc/qa/query = 0.999021
	acc/qa/query_attribute_equal = 0.997830
	epoch = 66.000000
	loss = 0.036747
	loss/qa = 0.036747
	loss/qa/count = 0.060974
	loss/qa/count_equal = 0.036256
	loss/qa/count_greater = 0.097056
	loss/qa/count_less = 0.096096
	loss/qa/exist = 0.033587
	loss/qa/query = 0.014199
	loss/qa/query_attribute_equal = 0.020414
	time/data = 0.042670
	time/step = 1.114867
[11 02:05:22 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[11 06:38:47 306@trainval.py:scripts/trainval.py] Epoch = 67
	acc/qa = 0.998459
	acc/qa/count = 0.996907
	acc/qa/count_equal = 0.997908
	acc/qa/count_greater = 0.998476
	acc/qa/count_less = 0.999076
	acc/qa/exist = 0.999129
	acc/qa/query = 0.999433
	acc/qa/query_attribute_equal = 0.998457
	epoch = 67.000000
	loss = 0.035468
	loss/qa = 0.035468
	loss/qa/count = 0.060120
	loss/qa/count_equal = 0.033463
	loss/qa/count_greater = 0.096845
	loss/qa/count_less = 0.095640
	loss/qa/exist = 0.032933
	loss/qa/query = 0.012462
	loss/qa/query_attribute_equal = 0.018426
	time/data = 0.040263
	time/step = 1.138282
[11 06:38:50 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[11 13:27:13 306@trainval.py:scripts/trainval.py] Epoch = 68
	acc/qa = 0.998675
	acc/qa/count = 0.997087
	acc/qa/count_equal = 0.998312
	acc/qa/count_greater = 0.998808
	acc/qa/count_less = 0.999584
	acc/qa/exist = 0.999148
	acc/qa/query = 0.999560
	acc/qa/query_attribute_equal = 0.998577
	epoch = 68.000000
	loss = 0.034948
	loss/qa = 0.034948
	loss/qa/count = 0.059860
	loss/qa/count_equal = 0.032517
	loss/qa/count_greater = 0.095893
	loss/qa/count_less = 0.094925
	loss/qa/exist = 0.032905
	loss/qa/query = 0.012154
	loss/qa/query_attribute_equal = 0.017408
	time/data = 0.043411
	time/step = 1.717249
[11 13:27:16 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[11 20:44:28 306@trainval.py:scripts/trainval.py] Epoch = 69
	acc/qa = 0.998818
	acc/qa/count = 0.997458
	acc/qa/count_equal = 0.998901
	acc/qa/count_greater = 0.999114
	acc/qa/count_less = 0.999619
	acc/qa/exist = 0.999257
	acc/qa/query = 0.999597
	acc/qa/query_attribute_equal = 0.998871
	epoch = 69.000000
	loss = 0.034588
	loss/qa = 0.034588
	loss/qa/count = 0.059304
	loss/qa/count_equal = 0.031717
	loss/qa/count_greater = 0.095710
	loss/qa/count_less = 0.094621
	loss/qa/exist = 0.032552
	loss/qa/query = 0.012013
	loss/qa/query_attribute_equal = 0.016019
	time/data = 0.049747
	time/step = 1.835178
[11 20:44:30 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[12 04:21:31 306@trainval.py:scripts/trainval.py] Epoch = 70
	acc/qa = 0.998884
	acc/qa/count = 0.997659
	acc/qa/count_equal = 0.998922
	acc/qa/count_greater = 0.999206
	acc/qa/count_less = 0.999630
	acc/qa/exist = 0.999300
	acc/qa/query = 0.999587
	acc/qa/query_attribute_equal = 0.998992
	epoch = 70.000000
	loss = 0.034390
	loss/qa = 0.034390
	loss/qa/count = 0.059046
	loss/qa/count_equal = 0.031184
	loss/qa/count_greater = 0.095541
	loss/qa/count_less = 0.094158
	loss/qa/exist = 0.032316
	loss/qa/query = 0.012004
	loss/qa/query_attribute_equal = 0.015811
	time/data = 0.042840
	time/step = 1.796456
	validation/acc/qa = 0.994476
	validation/acc/qa/count = 0.988663
	validation/acc/qa/count_equal = 0.993345
	validation/acc/qa/count_greater = 0.997156
	validation/acc/qa/count_less = 0.999117
	validation/acc/qa/exist = 0.996812
	validation/acc/qa/query = 0.996799
	validation/acc/qa/query_attribute_equal = 0.996705
[12 04:21:34 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_70.pth.
[12 04:21:36 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[12 10:47:33 306@trainval.py:scripts/trainval.py] Epoch = 71
	acc/qa = 0.998949
	acc/qa/count = 0.997719
	acc/qa/count_equal = 0.999143
	acc/qa/count_greater = 0.999282
	acc/qa/count_less = 0.999749
	acc/qa/exist = 0.999402
	acc/qa/query = 0.999605
	acc/qa/query_attribute_equal = 0.998978
	epoch = 71.000000
	loss = 0.034167
	loss/qa = 0.034167
	loss/qa/count = 0.058842
	loss/qa/count_equal = 0.031041
	loss/qa/count_greater = 0.094423
	loss/qa/count_less = 0.093750
	loss/qa/exist = 0.032132
	loss/qa/query = 0.011941
	loss/qa/query_attribute_equal = 0.016024
	time/data = 0.045200
	time/step = 1.618724
[12 10:47:36 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[12 17:30:43 306@trainval.py:scripts/trainval.py] Epoch = 72
	acc/qa = 0.998991
	acc/qa/count = 0.997616
	acc/qa/count_equal = 0.999144
	acc/qa/count_greater = 0.999444
	acc/qa/count_less = 0.999758
	acc/qa/exist = 0.999437
	acc/qa/query = 0.999654
	acc/qa/query_attribute_equal = 0.999074
	epoch = 72.000000
	loss = 0.033987
	loss/qa = 0.033987
	loss/qa/count = 0.058825
	loss/qa/count_equal = 0.030468
	loss/qa/count_greater = 0.094733
	loss/qa/count_less = 0.094751
	loss/qa/exist = 0.032056
	loss/qa/query = 0.011824
	loss/qa/query_attribute_equal = 0.014976
	time/data = 0.049127
	time/step = 1.688879
[12 17:30:46 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[13 01:29:31 306@trainval.py:scripts/trainval.py] Epoch = 73
	acc/qa = 0.999025
	acc/qa/count = 0.997834
	acc/qa/count_equal = 0.999162
	acc/qa/count_greater = 0.999410
	acc/qa/count_less = 0.999705
	acc/qa/exist = 0.999403
	acc/qa/query = 0.999658
	acc/qa/query_attribute_equal = 0.999091
	epoch = 73.000000
	loss = 0.033867
	loss/qa = 0.033867
	loss/qa/count = 0.058412
	loss/qa/count_equal = 0.030362
	loss/qa/count_greater = 0.094812
	loss/qa/count_less = 0.093919
	loss/qa/exist = 0.031903
	loss/qa/query = 0.011730
	loss/qa/query_attribute_equal = 0.014963
	time/data = 0.050931
	time/step = 2.013231
[13 01:29:34 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[13 10:40:40 306@trainval.py:scripts/trainval.py] Epoch = 74
	acc/qa = 0.999036
	acc/qa/count = 0.997841
	acc/qa/count_equal = 0.999001
	acc/qa/count_greater = 0.999352
	acc/qa/count_less = 0.999689
	acc/qa/exist = 0.999416
	acc/qa/query = 0.999644
	acc/qa/query_attribute_equal = 0.999216
	epoch = 74.000000
	loss = 0.033749
	loss/qa = 0.033749
	loss/qa/count = 0.058168
	loss/qa/count_equal = 0.030953
	loss/qa/count_greater = 0.094734
	loss/qa/count_less = 0.093858
	loss/qa/exist = 0.032103
	loss/qa/query = 0.011730
	loss/qa/query_attribute_equal = 0.014547
	time/data = 0.048049
	time/step = 2.328130
[13 10:40:43 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 8/20, length = 445197.
[13 20:42:12 306@trainval.py:scripts/trainval.py] Epoch = 75
	acc/qa = 0.999075
	acc/qa/count = 0.997875
	acc/qa/count_equal = 0.999384
	acc/qa/count_greater = 0.999443
	acc/qa/count_less = 0.999743
	acc/qa/exist = 0.999534
	acc/qa/query = 0.999642
	acc/qa/query_attribute_equal = 0.999306
	epoch = 75.000000
	loss = 0.033611
	loss/qa = 0.033611
	loss/qa/count = 0.058087
	loss/qa/count_equal = 0.029853
	loss/qa/count_greater = 0.094298
	loss/qa/count_less = 0.093152
	loss/qa/exist = 0.031559
	loss/qa/query = 0.011760
	loss/qa/query_attribute_equal = 0.014349
	time/data = 0.040337
	time/step = 2.553150
[13 20:42:14 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_75.pth.
[13 20:42:17 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[14 08:31:12 306@trainval.py:scripts/trainval.py] Epoch = 76
	acc/qa = 0.998141
	acc/qa/count = 0.995830
	acc/qa/count_equal = 0.998019
	acc/qa/count_greater = 0.998692
	acc/qa/count_less = 0.998869
	acc/qa/exist = 0.999036
	acc/qa/query = 0.999258
	acc/qa/query_attribute_equal = 0.998518
	epoch = 76.000000
	loss = 0.037084
	loss/qa = 0.037084
	loss/qa/count = 0.064491
	loss/qa/count_equal = 0.034882
	loss/qa/count_greater = 0.096156
	loss/qa/count_less = 0.095806
	loss/qa/exist = 0.034737
	loss/qa/query = 0.013484
	loss/qa/query_attribute_equal = 0.017623
	time/data = 0.043229
	time/step = 2.548464
[14 08:31:14 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[14 21:07:00 306@trainval.py:scripts/trainval.py] Epoch = 77
	acc/qa = 0.998421
	acc/qa/count = 0.996247
	acc/qa/count_equal = 0.998229
	acc/qa/count_greater = 0.998646
	acc/qa/count_less = 0.999336
	acc/qa/exist = 0.999283
	acc/qa/query = 0.999424
	acc/qa/query_attribute_equal = 0.998716
	epoch = 77.000000
	loss = 0.036303
	loss/qa = 0.036303
	loss/qa/count = 0.063824
	loss/qa/count_equal = 0.033815
	loss/qa/count_greater = 0.096281
	loss/qa/count_less = 0.095186
	loss/qa/exist = 0.034066
	loss/qa/query = 0.012644
	loss/qa/query_attribute_equal = 0.016948
	time/data = 0.051874
	time/step = 2.711212
[14 21:07:03 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[15 07:49:23 306@trainval.py:scripts/trainval.py] Epoch = 78
	acc/qa = 0.998598
	acc/qa/count = 0.996757
	acc/qa/count_equal = 0.998338
	acc/qa/count_greater = 0.998911
	acc/qa/count_less = 0.999196
	acc/qa/exist = 0.999258
	acc/qa/query = 0.999485
	acc/qa/query_attribute_equal = 0.998840
	epoch = 78.000000
	loss = 0.035915
	loss/qa = 0.035915
	loss/qa/count = 0.063328
	loss/qa/count_equal = 0.033347
	loss/qa/count_greater = 0.095941
	loss/qa/count_less = 0.095016
	loss/qa/exist = 0.034021
	loss/qa/query = 0.012369
	loss/qa/query_attribute_equal = 0.016219
	time/data = 0.049501
	time/step = 2.298768
[15 07:49:26 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[15 18:16:01 306@trainval.py:scripts/trainval.py] Epoch = 79
	acc/qa = 0.998678
	acc/qa/count = 0.996931
	acc/qa/count_equal = 0.998494
	acc/qa/count_greater = 0.999161
	acc/qa/count_less = 0.999169
	acc/qa/exist = 0.999420
	acc/qa/query = 0.999481
	acc/qa/query_attribute_equal = 0.998936
	epoch = 79.000000
	loss = 0.035637
	loss/qa = 0.035637
	loss/qa/count = 0.063067
	loss/qa/count_equal = 0.032925
	loss/qa/count_greater = 0.095740
	loss/qa/count_less = 0.094747
	loss/qa/exist = 0.033687
	loss/qa/query = 0.012300
	loss/qa/query_attribute_equal = 0.015607
	time/data = 0.048422
	time/step = 2.242328
[15 18:16:05 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[16 05:27:47 306@trainval.py:scripts/trainval.py] Epoch = 80
	acc/qa = 0.998720
	acc/qa/count = 0.997025
	acc/qa/count_equal = 0.998882
	acc/qa/count_greater = 0.998945
	acc/qa/count_less = 0.999468
	acc/qa/exist = 0.999378
	acc/qa/query = 0.999546
	acc/qa/query_attribute_equal = 0.998816
	epoch = 80.000000
	loss = 0.035450
	loss/qa = 0.035450
	loss/qa/count = 0.062789
	loss/qa/count_equal = 0.031355
	loss/qa/count_greater = 0.095754
	loss/qa/count_less = 0.094409
	loss/qa/exist = 0.033696
	loss/qa/query = 0.012066
	loss/qa/query_attribute_equal = 0.016169
	time/data = 0.042300
	time/step = 2.273503
	validation/acc/qa = 0.994950
	validation/acc/qa/count = 0.989977
	validation/acc/qa/count_equal = 0.995515
	validation/acc/qa/count_greater = 0.998322
	validation/acc/qa/count_less = 0.998739
	validation/acc/qa/exist = 0.996600
	validation/acc/qa/query = 0.996933
	validation/acc/qa/query_attribute_equal = 0.996406
[16 05:27:50 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_80.pth.
[16 05:27:53 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[16 16:48:19 306@trainval.py:scripts/trainval.py] Epoch = 81
	acc/qa = 0.998781
	acc/qa/count = 0.997114
	acc/qa/count_equal = 0.998853
	acc/qa/count_greater = 0.998935
	acc/qa/count_less = 0.999517
	acc/qa/exist = 0.999430
	acc/qa/query = 0.999563
	acc/qa/query_attribute_equal = 0.999061
	epoch = 81.000000
	loss = 0.035309
	loss/qa = 0.035309
	loss/qa/count = 0.062547
	loss/qa/count_equal = 0.031905
	loss/qa/count_greater = 0.095654
	loss/qa/count_less = 0.094115
	loss/qa/exist = 0.033370
	loss/qa/query = 0.011910
	loss/qa/query_attribute_equal = 0.015454
	time/data = 0.046362
	time/step = 2.441287
[16 16:48:22 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[17 03:18:14 306@trainval.py:scripts/trainval.py] Epoch = 82
	acc/qa = 0.998829
	acc/qa/count = 0.997243
	acc/qa/count_equal = 0.998936
	acc/qa/count_greater = 0.999254
	acc/qa/count_less = 0.999439
	acc/qa/exist = 0.999426
	acc/qa/query = 0.999545
	acc/qa/query_attribute_equal = 0.999102
	epoch = 82.000000
	loss = 0.035157
	loss/qa = 0.035157
	loss/qa/count = 0.062295
	loss/qa/count_equal = 0.031307
	loss/qa/count_greater = 0.095064
	loss/qa/count_less = 0.094705
	loss/qa/exist = 0.033376
	loss/qa/query = 0.011978
	loss/qa/query_attribute_equal = 0.015277
	time/data = 0.046486
	time/step = 2.256251
[17 03:18:16 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[17 15:26:11 306@trainval.py:scripts/trainval.py] Epoch = 83
	acc/qa = 0.998888
	acc/qa/count = 0.997363
	acc/qa/count_equal = 0.998766
	acc/qa/count_greater = 0.999141
	acc/qa/count_less = 0.999516
	acc/qa/exist = 0.999418
	acc/qa/query = 0.999591
	acc/qa/query_attribute_equal = 0.999142
	epoch = 83.000000
	loss = 0.035014
	loss/qa = 0.035014
	loss/qa/count = 0.062014
	loss/qa/count_equal = 0.031842
	loss/qa/count_greater = 0.095415
	loss/qa/count_less = 0.094127
	loss/qa/exist = 0.033474
	loss/qa/query = 0.011936
	loss/qa/query_attribute_equal = 0.014949
	time/data = 0.050419
	time/step = 2.610826
[17 15:26:14 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[18 02:08:14 306@trainval.py:scripts/trainval.py] Epoch = 84
	acc/qa = 0.998916
	acc/qa/count = 0.997413
	acc/qa/count_equal = 0.998861
	acc/qa/count_greater = 0.999279
	acc/qa/count_less = 0.999633
	acc/qa/exist = 0.999437
	acc/qa/query = 0.999601
	acc/qa/query_attribute_equal = 0.999191
	epoch = 84.000000
	loss = 0.034870
	loss/qa = 0.034870
	loss/qa/count = 0.061837
	loss/qa/count_equal = 0.031379
	loss/qa/count_greater = 0.095157
	loss/qa/count_less = 0.094044
	loss/qa/exist = 0.033325
	loss/qa/query = 0.011917
	loss/qa/query_attribute_equal = 0.014891
	time/data = 0.052701
	time/step = 2.294381
[18 02:08:17 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.
[18 11:26:29 306@trainval.py:scripts/trainval.py] Epoch = 85
	acc/qa = 0.998945
	acc/qa/count = 0.997427
	acc/qa/count_equal = 0.998763
	acc/qa/count_greater = 0.999283
	acc/qa/count_less = 0.999407
	acc/qa/exist = 0.999398
	acc/qa/query = 0.999669
	acc/qa/query_attribute_equal = 0.999194
	epoch = 85.000000
	loss = 0.034783
	loss/qa = 0.034783
	loss/qa/count = 0.061639
	loss/qa/count_equal = 0.031505
	loss/qa/count_greater = 0.094451
	loss/qa/count_less = 0.093809
	loss/qa/exist = 0.033402
	loss/qa/query = 0.011689
	loss/qa/query_attribute_equal = 0.015482
	time/data = 0.043892
	time/step = 1.996731
[18 11:26:31 73@env.py:/afs/csail.mit.edu/u/j/jiayuanm/projects/Jacinle/jactorch/train/env.py] Checkpoint saved: dumps/clevr/desc_nscl_derender/derender-curriculum_all-clevrfull/checkpoints/epoch_85.pth.
[18 11:26:34 288@trainval.py:scripts/trainval.py] Building the data loader. Curriculum = 9/22, length = 525056.