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log_cogsci2019_fixed_random.txt
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log_cogsci2019_fixed_random.txt
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===================================================================
Run the 1-th training of 4 digit fixed_random
Run ID: 20190110015642
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015642/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015642/
└ epoch: 3, step: 32, test_loss: 0.3504076302051544, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 2-th training of 4 digit fixed_random
Run ID: 20190110015645
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015645/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015645/
└ epoch: 1, step: 16, test_loss: 0.4541015028953552, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 3-th training of 4 digit fixed_random
Run ID: 20190110015647
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015647/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015647/
└ epoch: 3, step: 32, test_loss: 0.3340945839881897, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 4-th training of 4 digit fixed_random
Run ID: 20190110015650
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015650/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015650/
└ epoch: 3, step: 32, test_loss: 0.34541523456573486, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 5-th training of 4 digit fixed_random
Run ID: 20190110015652
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015652/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015652/
└ epoch: 4, step: 40, test_loss: 0.2993221580982208, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 6-th training of 4 digit fixed_random
Run ID: 20190110015655
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015655/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015655/
└ epoch: 2, step: 24, test_loss: 0.3945217728614807, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 7-th training of 4 digit fixed_random
Run ID: 20190110015657
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015657/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015657/
└ epoch: 3, step: 32, test_loss: 0.32060760259628296, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 8-th training of 4 digit fixed_random
Run ID: 20190110015700
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015700/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015700/
└ epoch: 2, step: 24, test_loss: 0.44937148690223694, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 9-th training of 4 digit fixed_random
Run ID: 20190110015702
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015702/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015702/
└ epoch: 2, step: 24, test_loss: 0.3575967252254486, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 10-th training of 4 digit fixed_random
Run ID: 20190110015705
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015705/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015705/
└ epoch: 5, step: 48, test_loss: 0.2998684048652649, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 11-th training of 4 digit fixed_random
Run ID: 20190110015707
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015707/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015707/
└ epoch: 3, step: 32, test_loss: 0.36790376901626587, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 12-th training of 4 digit fixed_random
Run ID: 20190110015710
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015710/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015710/
└ epoch: 5, step: 48, test_loss: 0.2812093496322632, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 13-th training of 4 digit fixed_random
Run ID: 20190110015713
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015713/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015713/
└ epoch: 4, step: 40, test_loss: 0.22403615713119507, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 14-th training of 4 digit fixed_random
Run ID: 20190110015715
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015715/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015715/
└ epoch: 3, step: 32, test_loss: 0.2906624674797058, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 15-th training of 4 digit fixed_random
Run ID: 20190110015718
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015718/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015718/
└ epoch: 3, step: 32, test_loss: 0.3084350824356079, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 16-th training of 4 digit fixed_random
Run ID: 20190110015720
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015720/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015720/
└ epoch: 2, step: 24, test_loss: 0.40666648745536804, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 17-th training of 4 digit fixed_random
Run ID: 20190110015723
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015723/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015723/
└ epoch: 3, step: 32, test_loss: 0.33886709809303284, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 18-th training of 4 digit fixed_random
Run ID: 20190110015725
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015725/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015725/
└ epoch: 3, step: 32, test_loss: 0.33035188913345337, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 19-th training of 4 digit fixed_random
Run ID: 20190110015728
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015728/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015728/
└ epoch: 2, step: 24, test_loss: 0.35328060388565063, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 20-th training of 4 digit fixed_random
Run ID: 20190110015730
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015730/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015730/
└ epoch: 1, step: 16, test_loss: 0.4253746569156647, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 21-th training of 4 digit fixed_random
Run ID: 20190110015733
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015733/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015733/
└ epoch: 3, step: 32, test_loss: 0.34674128890037537, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 22-th training of 4 digit fixed_random
Run ID: 20190110015735
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015735/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015735/
└ epoch: 2, step: 24, test_loss: 0.3633657991886139, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 23-th training of 4 digit fixed_random
Run ID: 20190110015738
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015738/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015738/
└ epoch: 5, step: 48, test_loss: 0.2436629980802536, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 24-th training of 4 digit fixed_random
Run ID: 20190110015740
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015740/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015740/
└ epoch: 2, step: 24, test_loss: 0.35069704055786133, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 25-th training of 4 digit fixed_random
Run ID: 20190110015743
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015743/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015743/
└ epoch: 2, step: 24, test_loss: 0.34557491540908813, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 26-th training of 4 digit fixed_random
Run ID: 20190110015745
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015745/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015745/
└ epoch: 3, step: 32, test_loss: 0.3864666521549225, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 27-th training of 4 digit fixed_random
Run ID: 20190110015748
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015748/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015748/
└ epoch: 3, step: 32, test_loss: 0.3581923246383667, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 28-th training of 4 digit fixed_random
Run ID: 20190110015750
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015750/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015750/
└ epoch: 2, step: 24, test_loss: 0.43010246753692627, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 29-th training of 4 digit fixed_random
Run ID: 20190110015753
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015753/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015753/
└ epoch: 1, step: 16, test_loss: 0.3710668683052063, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 30-th training of 4 digit fixed_random
Run ID: 20190110015755
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015755/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015755/
└ epoch: 5, step: 48, test_loss: 0.20712652802467346, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 31-th training of 4 digit fixed_random
Run ID: 20190110015758
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015758/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015758/
└ epoch: 3, step: 32, test_loss: 0.3151266276836395, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 32-th training of 4 digit fixed_random
Run ID: 20190110015800
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015800/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015800/
└ epoch: 3, step: 32, test_loss: 0.3395301401615143, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 33-th training of 4 digit fixed_random
Run ID: 20190110015803
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015803/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015803/
└ epoch: 3, step: 32, test_loss: 0.2735585570335388, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 34-th training of 4 digit fixed_random
Run ID: 20190110015805
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015805/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015805/
└ epoch: 3, step: 32, test_loss: 0.3196544945240021, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 35-th training of 4 digit fixed_random
Run ID: 20190110015808
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015808/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015808/
└ epoch: 3, step: 32, test_loss: 0.3945048451423645, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 36-th training of 4 digit fixed_random
Run ID: 20190110015810
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015810/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015810/
└ epoch: 1, step: 16, test_loss: 0.3707549273967743, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 37-th training of 4 digit fixed_random
Run ID: 20190110015813
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015813/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015813/
└ epoch: 3, step: 32, test_loss: 0.39131903648376465, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 38-th training of 4 digit fixed_random
Run ID: 20190110015815
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015815/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015815/
└ epoch: 2, step: 24, test_loss: 0.31181252002716064, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 39-th training of 4 digit fixed_random
Run ID: 20190110015818
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015818/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015818/
└ epoch: 3, step: 32, test_loss: 0.37979400157928467, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 40-th training of 4 digit fixed_random
Run ID: 20190110015820
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015820/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015820/
└ epoch: 3, step: 32, test_loss: 0.33259493112564087, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 41-th training of 4 digit fixed_random
Run ID: 20190110015823
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015823/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015823/
└ epoch: 3, step: 32, test_loss: 0.3739716112613678, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 42-th training of 4 digit fixed_random
Run ID: 20190110015825
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015825/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015825/
└ epoch: 4, step: 40, test_loss: 0.2780928313732147, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 43-th training of 4 digit fixed_random
Run ID: 20190110015828
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015828/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015828/
└ epoch: 2, step: 24, test_loss: 0.37553614377975464, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 44-th training of 4 digit fixed_random
Run ID: 20190110015830
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015830/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015830/
└ epoch: 3, step: 32, test_loss: 0.3120858371257782, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 45-th training of 4 digit fixed_random
Run ID: 20190110015832
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015832/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015832/
└ epoch: 3, step: 32, test_loss: 0.3814809024333954, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 46-th training of 4 digit fixed_random
Run ID: 20190110015835
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015835/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015835/
└ epoch: 2, step: 24, test_loss: 0.388010710477829, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 47-th training of 4 digit fixed_random
Run ID: 20190110015837
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015837/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015837/
└ epoch: 2, step: 24, test_loss: 0.3572345972061157, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 48-th training of 4 digit fixed_random
Run ID: 20190110015839
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015839/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015839/
└ epoch: 3, step: 32, test_loss: 0.3126598298549652, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 49-th training of 4 digit fixed_random
Run ID: 20190110015841
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015841/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015841/
└ epoch: 4, step: 40, test_loss: 0.24012750387191772, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 50-th training of 4 digit fixed_random
Run ID: 20190110015843
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015843/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015843/
└ epoch: 5, step: 48, test_loss: 0.28382739424705505, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 51-th training of 4 digit fixed_random
Run ID: 20190110015845
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015845/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015845/
└ epoch: 3, step: 32, test_loss: 0.35465338826179504, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 52-th training of 4 digit fixed_random
Run ID: 20190110015847
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015847/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015847/
└ epoch: 4, step: 40, test_loss: 0.3141777515411377, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 53-th training of 4 digit fixed_random
Run ID: 20190110015850
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015850/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015850/
└ epoch: 3, step: 32, test_loss: 0.3388294279575348, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 54-th training of 4 digit fixed_random
Run ID: 20190110015852
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015852/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015852/
└ epoch: 4, step: 40, test_loss: 0.24796518683433533, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 55-th training of 4 digit fixed_random
Run ID: 20190110015854
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015854/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015854/
└ epoch: 5, step: 48, test_loss: 0.24852797389030457, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 56-th training of 4 digit fixed_random
Run ID: 20190110015856
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015856/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015856/
└ epoch: 2, step: 24, test_loss: 0.38582301139831543, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 57-th training of 4 digit fixed_random
Run ID: 20190110015858
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015858/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015858/
└ epoch: 2, step: 24, test_loss: 0.3105669617652893, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 58-th training of 4 digit fixed_random
Run ID: 20190110015900
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015900/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015900/
└ epoch: 4, step: 40, test_loss: 0.28125783801078796, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 59-th training of 4 digit fixed_random
Run ID: 20190110015902
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015902/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015902/
└ epoch: 0, step: 8, test_loss: 0.49257558584213257, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 60-th training of 4 digit fixed_random
Run ID: 20190110015904
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015904/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015904/
└ epoch: 3, step: 32, test_loss: 0.30493026971817017, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 61-th training of 4 digit fixed_random
Run ID: 20190110015907
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015907/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015907/
└ epoch: 3, step: 32, test_loss: 0.32437384128570557, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 62-th training of 4 digit fixed_random
Run ID: 20190110015909
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015909/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015909/
└ epoch: 3, step: 32, test_loss: 0.33463892340660095, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 63-th training of 4 digit fixed_random
Run ID: 20190110015911
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015911/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015911/
└ epoch: 1, step: 16, test_loss: 0.4287818372249603, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 64-th training of 4 digit fixed_random
Run ID: 20190110015913
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015913/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015913/
└ epoch: 1, step: 16, test_loss: 0.45309755206108093, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 65-th training of 4 digit fixed_random
Run ID: 20190110015915
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015915/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015915/
└ epoch: 2, step: 24, test_loss: 0.39653828740119934, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 66-th training of 4 digit fixed_random
Run ID: 20190110015917
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015917/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015917/
└ epoch: 2, step: 24, test_loss: 0.4004432260990143, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 67-th training of 4 digit fixed_random
Run ID: 20190110015919
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015919/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015919/
└ epoch: 2, step: 24, test_loss: 0.37095406651496887, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 68-th training of 4 digit fixed_random
Run ID: 20190110015921
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015921/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015921/
└ epoch: 2, step: 24, test_loss: 0.30378586053848267, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 69-th training of 4 digit fixed_random
Run ID: 20190110015923
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015923/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015923/
└ epoch: 2, step: 24, test_loss: 0.3621690273284912, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 70-th training of 4 digit fixed_random
Run ID: 20190110015925
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015925/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015925/
└ epoch: 1, step: 16, test_loss: 0.3661597967147827, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 71-th training of 4 digit fixed_random
Run ID: 20190110015927
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015927/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015927/
└ epoch: 3, step: 32, test_loss: 0.3901952803134918, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 72-th training of 4 digit fixed_random
Run ID: 20190110015929
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015929/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015929/
└ epoch: 4, step: 40, test_loss: 0.3604431748390198, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 73-th training of 4 digit fixed_random
Run ID: 20190110015932
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015932/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015932/
└ epoch: 4, step: 40, test_loss: 0.266460120677948, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 74-th training of 4 digit fixed_random
Run ID: 20190110015934
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015934/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015934/
└ epoch: 3, step: 32, test_loss: 0.3315645158290863, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 75-th training of 4 digit fixed_random
Run ID: 20190110015936
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015936/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015936/
└ epoch: 3, step: 32, test_loss: 0.3198728561401367, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 76-th training of 4 digit fixed_random
Run ID: 20190110015938
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015938/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015938/
└ epoch: 2, step: 24, test_loss: 0.4107059836387634, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 77-th training of 4 digit fixed_random
Run ID: 20190110015940
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015940/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015940/
└ epoch: 2, step: 24, test_loss: 0.39929017424583435, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 78-th training of 4 digit fixed_random
Run ID: 20190110015942
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015942/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015942/
└ epoch: 2, step: 24, test_loss: 0.3488469123840332, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 79-th training of 4 digit fixed_random
Run ID: 20190110015944
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015944/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015944/
└ epoch: 3, step: 32, test_loss: 0.31613510847091675, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 80-th training of 4 digit fixed_random
Run ID: 20190110015946
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015946/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015946/
└ epoch: 3, step: 32, test_loss: 0.36575859785079956, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 81-th training of 4 digit fixed_random
Run ID: 20190110015948
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015948/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015948/
└ epoch: 2, step: 24, test_loss: 0.41588184237480164, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 82-th training of 4 digit fixed_random
Run ID: 20190110015951
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015951/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015951/
└ epoch: 1, step: 16, test_loss: 0.4326082170009613, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 83-th training of 4 digit fixed_random
Run ID: 20190110015953
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015953/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015953/
└ epoch: 2, step: 24, test_loss: 0.39604002237319946, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 84-th training of 4 digit fixed_random
Run ID: 20190110015955
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015955/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015955/
└ epoch: 3, step: 32, test_loss: 0.35324421525001526, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 85-th training of 4 digit fixed_random
Run ID: 20190110015957
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015957/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015957/
└ epoch: 4, step: 40, test_loss: 0.27998244762420654, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 86-th training of 4 digit fixed_random
Run ID: 20190110015959
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110015959/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110015959/
└ epoch: 3, step: 32, test_loss: 0.2834073305130005, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 87-th training of 4 digit fixed_random
Run ID: 20190110020001
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020001/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020001/
└ epoch: 2, step: 24, test_loss: 0.40258270502090454, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 88-th training of 4 digit fixed_random
Run ID: 20190110020003
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020003/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020003/
└ epoch: 3, step: 32, test_loss: 0.3737027943134308, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 89-th training of 4 digit fixed_random
Run ID: 20190110020005
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020005/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020005/
└ epoch: 1, step: 16, test_loss: 0.3802817761898041, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 90-th training of 4 digit fixed_random
Run ID: 20190110020007
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020007/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020007/
└ epoch: 3, step: 32, test_loss: 0.34753313660621643, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 91-th training of 4 digit fixed_random
Run ID: 20190110020009
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020009/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020009/
└ epoch: 2, step: 24, test_loss: 0.38809606432914734, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 92-th training of 4 digit fixed_random
Run ID: 20190110020011
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020011/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020011/
└ epoch: 2, step: 24, test_loss: 0.43504536151885986, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 93-th training of 4 digit fixed_random
Run ID: 20190110020013
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020013/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020013/
└ epoch: 3, step: 32, test_loss: 0.288143128156662, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 94-th training of 4 digit fixed_random
Run ID: 20190110020015
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020015/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020015/
└ epoch: 3, step: 32, test_loss: 0.33513879776000977, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 95-th training of 4 digit fixed_random
Run ID: 20190110020017
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020017/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020017/
└ epoch: 3, step: 32, test_loss: 0.3441774547100067, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 96-th training of 4 digit fixed_random
Run ID: 20190110020019
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020019/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020019/
└ epoch: 3, step: 32, test_loss: 0.33231791853904724, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 97-th training of 4 digit fixed_random
Run ID: 20190110020021
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020021/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020021/
└ epoch: 1, step: 16, test_loss: 0.447063684463501, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 98-th training of 4 digit fixed_random
Run ID: 20190110020023
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020023/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020023/
└ epoch: 3, step: 32, test_loss: 0.31483107805252075, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 99-th training of 4 digit fixed_random
Run ID: 20190110020025
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020025/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020025/
└ epoch: 4, step: 40, test_loss: 0.2684476971626282, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.
===================================================================
Run the 100-th training of 4 digit fixed_random
Run ID: 20190110020027
tb_logs/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]_run-20190110020027/
saved_models/cogsci2019/fixed_random_4bit_mlp_sigmoid_h[64]/run-20190110020027/
└ epoch: 3, step: 32, test_loss: 0.2796487510204315, test_accuracy: 1.0, op_wrong: 0
Model saved.
The training is over.