------------> log file ==runs2/mnli/1/log_bs32_lr3e-05_20221124_195812_884746.txt Namespace(aug_train=False, data_dir='/home.local/jianwei/datasets/nlp/glue_data/MNLI', do_eval=False, early_stop=False, early_stop_metric='accuracy', eval_step=120, gradient_accumulation_steps=1, learning_rate=3e-05, local_rank=0, lr_scheduler_type=, max_length=128, max_train_steps=None, model_name_or_path='/home.local/jianwei/workspace/archive/SparseOptimizer/output/Layer_7_12_Hid_160_768_Head_10_12_IMRatio_3.5', num_train_epochs=5, num_warmup_steps=0, output_dir='runs2/mnli/1', pad_to_max_length=False, per_device_eval_batch_size=32, per_device_train_batch_size=32, print_step=5, save_last=False, seed=None, task_name='mnli', train_file=None, use_slow_tokenizer=False, validation_file=None, weight_decay=0.0) Distributed environment: NO Num processes: 1 Process index: 0 Local process index: 0 Device: cuda Mixed precision type: fp16 Sample 135409 of the training set: (tensor([ 101, 2004, 2146, 2004, 2017, 2288, 12560, 9559, 1999, 4331, 2027, 1005, 2128, 2183, 2000, 19838, 1996, 4277, 2000, 2073, 2027, 2113, 2027, 1005, 2128, 2196, 2183, 2000, 2448, 2041, 1997, 2449, 102, 2057, 2342, 2000, 2562, 1996, 9559, 2041, 1997, 4331, 1012, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor(2)). Sample 193929 of the training set: (tensor([ 101, 2522, 27794, 1011, 2216, 3622, 10940, 27885, 14715, 3064, 2030, 5414, 21586, 5462, 2011, 1037, 2565, 1999, 1996, 2168, 2095, 2130, 2065, 4487, 19022, 28393, 8163, 5258, 1999, 4745, 2086, 1012, 102, 5414, 21586, 2064, 2022, 5462, 2011, 3454, 1999, 2367, 2086, 2084, 1996, 5025, 4487, 19022, 28393, 3672, 1997, 2216, 10940, 1012, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor(1)). Sample 390443 of the training set: (tensor([ 101, 1996, 2048, 14320, 2024, 5459, 2011, 1996, 5940, 1011, 2301, 5040, 1998, 6122, 1011, 2301, 22340, 17329, 2854, 1012, 102, 2045, 2024, 2048, 14320, 4055, 2011, 1037, 5040, 1998, 1037, 17329, 2854, 1012, 102, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]), tensor([0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 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036815/061360, loss: 0.501524, avg_loss: 0.656826 ***** Running dev evaluation ***** Num examples = 9815 Instantaneous batch size per device = 32 epoch 2, step 36816/61360: {'accuracy': 0.7643402954661233} 036820/061360, loss: 0.606963, avg_loss: 0.656812 036825/061360, loss: 0.533665, avg_loss: 0.656794 036830/061360, loss: 0.406343, avg_loss: 0.656769 036835/061360, loss: 0.390652, avg_loss: 0.656756 036840/061360, loss: 0.559371, avg_loss: 0.656740 036845/061360, loss: 0.679637, avg_loss: 0.656719 036850/061360, loss: 0.460746, avg_loss: 0.656700 036855/061360, loss: 0.578870, avg_loss: 0.656690 036860/061360, loss: 0.491215, avg_loss: 0.656668 036865/061360, loss: 0.460856, avg_loss: 0.656645 036870/061360, loss: 0.516897, avg_loss: 0.656616 036875/061360, loss: 0.725050, avg_loss: 0.656602 036880/061360, loss: 0.462533, avg_loss: 0.656586 036885/061360, loss: 0.487497, avg_loss: 0.656570 036890/061360, loss: 0.534606, avg_loss: 0.656559 036895/061360, loss: 0.443550, avg_loss: 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0.618680 049000/061360, loss: 0.410503, avg_loss: 0.618671 049005/061360, loss: 0.340466, avg_loss: 0.618660 049010/061360, loss: 0.734172, avg_loss: 0.618659 049015/061360, loss: 0.576789, avg_loss: 0.618650 049020/061360, loss: 0.396706, avg_loss: 0.618630 049025/061360, loss: 0.682754, avg_loss: 0.618623 049030/061360, loss: 0.322683, avg_loss: 0.618610 049035/061360, loss: 0.421293, avg_loss: 0.618592 049040/061360, loss: 0.760779, avg_loss: 0.618583 049045/061360, loss: 0.472000, avg_loss: 0.618574 049050/061360, loss: 0.322349, avg_loss: 0.618559 049055/061360, loss: 0.365337, avg_loss: 0.618545 049060/061360, loss: 0.559919, avg_loss: 0.618531 049065/061360, loss: 0.744078, avg_loss: 0.618515 049070/061360, loss: 0.585696, avg_loss: 0.618504 049075/061360, loss: 0.657202, avg_loss: 0.618496 049080/061360, loss: 0.424993, avg_loss: 0.618478 049085/061360, loss: 0.445367, avg_loss: 0.618461 ***** Running dev evaluation ***** Num examples = 9815 Instantaneous batch size per device 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avg_loss: 0.587662 060985/061360, loss: 0.496686, avg_loss: 0.587651 060990/061360, loss: 0.560765, avg_loss: 0.587648 060995/061360, loss: 0.798735, avg_loss: 0.587652 061000/061360, loss: 0.290307, avg_loss: 0.587634 061005/061360, loss: 0.639948, avg_loss: 0.587625 061010/061360, loss: 0.595882, avg_loss: 0.587621 061015/061360, loss: 0.589149, avg_loss: 0.587611 061020/061360, loss: 0.484951, avg_loss: 0.587600 061025/061360, loss: 0.395004, avg_loss: 0.587587 061030/061360, loss: 0.451504, avg_loss: 0.587580 061035/061360, loss: 0.353855, avg_loss: 0.587574 061040/061360, loss: 0.460962, avg_loss: 0.587565 061045/061360, loss: 0.523782, avg_loss: 0.587558 061050/061360, loss: 0.360995, avg_loss: 0.587545 061055/061360, loss: 0.722658, avg_loss: 0.587537 061060/061360, loss: 0.534775, avg_loss: 0.587527 061065/061360, loss: 0.405360, avg_loss: 0.587516 061070/061360, loss: 0.417212, avg_loss: 0.587507 061075/061360, loss: 0.585328, avg_loss: 0.587501 061080/061360, loss: 0.509893, avg_loss: 0.587489 061085/061360, loss: 0.334620, avg_loss: 0.587478 061090/061360, loss: 0.744113, avg_loss: 0.587471 061095/061360, loss: 0.325371, avg_loss: 0.587460 061100/061360, loss: 0.633335, avg_loss: 0.587453 061105/061360, loss: 0.450279, avg_loss: 0.587434 061110/061360, loss: 0.868011, avg_loss: 0.587432 061115/061360, loss: 0.377066, avg_loss: 0.587423 061120/061360, loss: 0.492536, avg_loss: 0.587413 061125/061360, loss: 0.330845, avg_loss: 0.587396 061130/061360, loss: 0.430142, avg_loss: 0.587392 061135/061360, loss: 0.508550, avg_loss: 0.587398 061140/061360, loss: 0.483501, avg_loss: 0.587384 061145/061360, loss: 0.286517, avg_loss: 0.587370 061150/061360, loss: 0.429643, avg_loss: 0.587367 061155/061360, loss: 0.384981, avg_loss: 0.587361 061160/061360, loss: 0.394611, avg_loss: 0.587351 061165/061360, loss: 0.368702, avg_loss: 0.587349 061170/061360, loss: 0.300301, avg_loss: 0.587339 061175/061360, loss: 0.500060, avg_loss: 0.587332 061180/061360, loss: 0.308270, avg_loss: 0.587314 061185/061360, loss: 0.556608, avg_loss: 0.587299 061190/061360, loss: 0.458931, avg_loss: 0.587281 061195/061360, loss: 0.333762, avg_loss: 0.587263 061200/061360, loss: 0.623173, avg_loss: 0.587255 061205/061360, loss: 0.355891, avg_loss: 0.587248 061210/061360, loss: 0.294912, avg_loss: 0.587226 061215/061360, loss: 0.427406, avg_loss: 0.587220 061220/061360, loss: 0.490759, avg_loss: 0.587218 061225/061360, loss: 0.310463, avg_loss: 0.587209 061230/061360, loss: 0.534194, avg_loss: 0.587206 061235/061360, loss: 0.580135, avg_loss: 0.587202 061240/061360, loss: 0.322743, avg_loss: 0.587188 061245/061360, loss: 0.293898, avg_loss: 0.587175 061250/061360, loss: 0.399457, avg_loss: 0.587161 061255/061360, loss: 0.603604, avg_loss: 0.587162 061260/061360, loss: 0.758650, avg_loss: 0.587157 061265/061360, loss: 0.683211, avg_loss: 0.587156 061270/061360, loss: 0.466379, avg_loss: 0.587144 061275/061360, loss: 0.432198, avg_loss: 0.587139 061280/061360, loss: 0.626738, avg_loss: 0.587134 061285/061360, loss: 0.480553, avg_loss: 0.587129 061290/061360, loss: 0.880058, avg_loss: 0.587127 061295/061360, loss: 0.685449, avg_loss: 0.587121 061300/061360, loss: 0.385070, avg_loss: 0.587109 061305/061360, loss: 0.634034, avg_loss: 0.587108 061310/061360, loss: 0.505094, avg_loss: 0.587095 061315/061360, loss: 0.466970, avg_loss: 0.587087 061320/061360, loss: 0.349856, avg_loss: 0.587078 061325/061360, loss: 0.504812, avg_loss: 0.587070 061330/061360, loss: 0.323924, avg_loss: 0.587060 061335/061360, loss: 0.506653, avg_loss: 0.587052 061340/061360, loss: 0.443911, avg_loss: 0.587040 061345/061360, loss: 0.571463, avg_loss: 0.587032 061350/061360, loss: 0.254320, avg_loss: 0.587018 061355/061360, loss: 0.714435, avg_loss: 0.587009 061360/061360, loss: 0.351798, avg_loss: 0.586997 ***** Running dev evaluation ***** Num examples = 9815 Instantaneous batch size per device = 32 epoch 4, step 61360/61360: {'accuracy': 0.7821701477330616} ***** Running train evaluation ***** Num examples = 392702 Instantaneous batch size per device = 32 Train Dataset Result: {'accuracy': 0.8670009320044206} ***** Running dev evaluation ***** Num examples = 9815 Instantaneous batch size per device = 32 Dev Dataset Result: {'accuracy': 0.7821701477330616} Training time 0:38:55