Meta-causal/code/56719.log

/home/yuqian_fu
{'gpu': '0', 'data': 'mnist', 'ntr': None, 'translate': None, 'autoaug': 'CA_multiple', 'n': 3, 'stride': 3, 'factor_num': 14, 'epochs': 500, 'nbatch': 100, 'batchsize': 32, 'lr': 0.0001, 'lr_scheduler': 'Step', 'svroot': '/data/work-gcp-europe-west4-a/yuqian_fu/datasets/SingleSourceDG/saved-digit/CA_multiple_14fa_all_ep500_lr1e-4_lr_schedulerStep0.8_bs32_lamCa_1_lamRe_1_cls1_adt2_EW2_100_rmTrue_rnTrue_str3_ReProduceMetaCausal', 'clsadapt': True, 'lambda_causal': 1.0, 'lambda_re': 1.0, 'randm': True, 'randn': True, 'network': 'resnet18'}
stride: 3
--------------------------CA_multiple--------------------------
---------------------------14 factors-----------------
randm: True
randn: True
n: 3
randm: False
100
0.0001
changing lr
---------------------saving model at epoch 0----------------------------------------------------
epoch 0, time 260.22, cls_loss 1.1168 cls_loss_mapping 1.7217 cls_loss_causal 2.1730 re_mapping 0.1107 re_causal 0.1210 /// teacc 88.60 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 1----------------------------------------------------
epoch 1, time 265.91, cls_loss 0.3310 cls_loss_mapping 0.6635 cls_loss_causal 1.7775 re_mapping 0.1227 re_causal 0.1643 /// teacc 94.13 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 2----------------------------------------------------
epoch 2, time 274.59, cls_loss 0.2190 cls_loss_mapping 0.3836 cls_loss_causal 1.5398 re_mapping 0.0889 re_causal 0.1349 /// teacc 95.73 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 3----------------------------------------------------
epoch 3, time 274.87, cls_loss 0.1538 cls_loss_mapping 0.2464 cls_loss_causal 1.3205 re_mapping 0.0726 re_causal 0.1133 /// teacc 96.67 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 4----------------------------------------------------
epoch 4, time 274.40, cls_loss 0.1333 cls_loss_mapping 0.2005 cls_loss_causal 1.2889 re_mapping 0.0565 re_causal 0.0967 /// teacc 96.76 lr 0.00010000
100
0.0001
changing lr
epoch 5, time 273.58, cls_loss 0.1192 cls_loss_mapping 0.1777 cls_loss_causal 1.1780 re_mapping 0.0494 re_causal 0.0858 /// teacc 96.69 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 6----------------------------------------------------
epoch 6, time 274.48, cls_loss 0.1015 cls_loss_mapping 0.1485 cls_loss_causal 1.1906 re_mapping 0.0407 re_causal 0.0792 /// teacc 97.65 lr 0.00010000
100
0.0001
changing lr
epoch 7, time 273.51, cls_loss 0.0994 cls_loss_mapping 0.1401 cls_loss_causal 1.0640 re_mapping 0.0373 re_causal 0.0706 /// teacc 97.62 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 8----------------------------------------------------
epoch 8, time 274.20, cls_loss 0.0851 cls_loss_mapping 0.1189 cls_loss_causal 1.0603 re_mapping 0.0328 re_causal 0.0659 /// teacc 97.97 lr 0.00010000
100
0.0001
changing lr
epoch 9, time 273.45, cls_loss 0.0854 cls_loss_mapping 0.1226 cls_loss_causal 1.0207 re_mapping 0.0298 re_causal 0.0623 /// teacc 97.90 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 10----------------------------------------------------
epoch 10, time 273.93, cls_loss 0.0650 cls_loss_mapping 0.0935 cls_loss_causal 0.9621 re_mapping 0.0281 re_causal 0.0602 /// teacc 98.02 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 11----------------------------------------------------
epoch 11, time 274.43, cls_loss 0.0669 cls_loss_mapping 0.0951 cls_loss_causal 0.9560 re_mapping 0.0255 re_causal 0.0558 /// teacc 98.22 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 12----------------------------------------------------
epoch 12, time 274.42, cls_loss 0.0667 cls_loss_mapping 0.0970 cls_loss_causal 0.9466 re_mapping 0.0245 re_causal 0.0554 /// teacc 98.28 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 13----------------------------------------------------
epoch 13, time 273.96, cls_loss 0.0591 cls_loss_mapping 0.0844 cls_loss_causal 0.9433 re_mapping 0.0231 re_causal 0.0545 /// teacc 98.31 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 14----------------------------------------------------
epoch 14, time 273.58, cls_loss 0.0548 cls_loss_mapping 0.0830 cls_loss_causal 0.8947 re_mapping 0.0220 re_causal 0.0519 /// teacc 98.41 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 15----------------------------------------------------
epoch 15, time 269.38, cls_loss 0.0418 cls_loss_mapping 0.0628 cls_loss_causal 0.9005 re_mapping 0.0207 re_causal 0.0518 /// teacc 98.44 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 16----------------------------------------------------
epoch 16, time 265.41, cls_loss 0.0544 cls_loss_mapping 0.0769 cls_loss_causal 0.8831 re_mapping 0.0197 re_causal 0.0493 /// teacc 98.48 lr 0.00010000
100
0.0001
changing lr
epoch 17, time 261.91, cls_loss 0.0525 cls_loss_mapping 0.0776 cls_loss_causal 0.8870 re_mapping 0.0197 re_causal 0.0493 /// teacc 98.32 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 18----------------------------------------------------
epoch 18, time 262.02, cls_loss 0.0382 cls_loss_mapping 0.0581 cls_loss_causal 0.8764 re_mapping 0.0184 re_causal 0.0472 /// teacc 98.51 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 19----------------------------------------------------
epoch 19, time 262.11, cls_loss 0.0374 cls_loss_mapping 0.0573 cls_loss_causal 0.7987 re_mapping 0.0184 re_causal 0.0452 /// teacc 98.54 lr 0.00010000
100
0.0001
changing lr
epoch 20, time 261.89, cls_loss 0.0342 cls_loss_mapping 0.0538 cls_loss_causal 0.7636 re_mapping 0.0178 re_causal 0.0453 /// teacc 98.52 lr 0.00010000
100
0.0001
changing lr
epoch 21, time 261.79, cls_loss 0.0292 cls_loss_mapping 0.0457 cls_loss_causal 0.7961 re_mapping 0.0171 re_causal 0.0436 /// teacc 98.43 lr 0.00010000
100
0.0001
changing lr
epoch 22, time 261.58, cls_loss 0.0277 cls_loss_mapping 0.0426 cls_loss_causal 0.8074 re_mapping 0.0162 re_causal 0.0421 /// teacc 98.49 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 23----------------------------------------------------
epoch 23, time 262.62, cls_loss 0.0333 cls_loss_mapping 0.0530 cls_loss_causal 0.7916 re_mapping 0.0156 re_causal 0.0414 /// teacc 98.64 lr 0.00010000
100
0.0001
changing lr
epoch 24, time 262.08, cls_loss 0.0296 cls_loss_mapping 0.0474 cls_loss_causal 0.7989 re_mapping 0.0151 re_causal 0.0402 /// teacc 98.45 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 25----------------------------------------------------
epoch 25, time 263.12, cls_loss 0.0246 cls_loss_mapping 0.0418 cls_loss_causal 0.7816 re_mapping 0.0149 re_causal 0.0393 /// teacc 98.75 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 26----------------------------------------------------
epoch 26, time 262.71, cls_loss 0.0229 cls_loss_mapping 0.0378 cls_loss_causal 0.7518 re_mapping 0.0141 re_causal 0.0374 /// teacc 98.77 lr 0.00010000
100
0.0001
changing lr
epoch 27, time 261.78, cls_loss 0.0247 cls_loss_mapping 0.0419 cls_loss_causal 0.7570 re_mapping 0.0147 re_causal 0.0376 /// teacc 98.74 lr 0.00010000
100
0.0001
changing lr
epoch 28, time 262.28, cls_loss 0.0212 cls_loss_mapping 0.0304 cls_loss_causal 0.7520 re_mapping 0.0141 re_causal 0.0367 /// teacc 98.77 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 29----------------------------------------------------
epoch 29, time 262.94, cls_loss 0.0295 cls_loss_mapping 0.0448 cls_loss_causal 0.7504 re_mapping 0.0136 re_causal 0.0360 /// teacc 98.83 lr 0.00010000
100
0.0001
changing lr
epoch 30, time 262.56, cls_loss 0.0240 cls_loss_mapping 0.0389 cls_loss_causal 0.7479 re_mapping 0.0136 re_causal 0.0364 /// teacc 98.76 lr 0.00010000
100
0.0001
changing lr
epoch 31, time 262.55, cls_loss 0.0208 cls_loss_mapping 0.0348 cls_loss_causal 0.7169 re_mapping 0.0130 re_causal 0.0347 /// teacc 98.78 lr 0.00010000
100
0.0001
changing lr
epoch 32, time 262.24, cls_loss 0.0193 cls_loss_mapping 0.0329 cls_loss_causal 0.6995 re_mapping 0.0122 re_causal 0.0327 /// teacc 98.66 lr 0.00010000
100
0.0001
changing lr
epoch 33, time 262.86, cls_loss 0.0189 cls_loss_mapping 0.0334 cls_loss_causal 0.7307 re_mapping 0.0124 re_causal 0.0343 /// teacc 98.57 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 34----------------------------------------------------
epoch 34, time 263.86, cls_loss 0.0187 cls_loss_mapping 0.0314 cls_loss_causal 0.7412 re_mapping 0.0121 re_causal 0.0325 /// teacc 98.88 lr 0.00010000
100
0.0001
changing lr
epoch 35, time 262.90, cls_loss 0.0162 cls_loss_mapping 0.0290 cls_loss_causal 0.7096 re_mapping 0.0120 re_causal 0.0328 /// teacc 98.82 lr 0.00010000
100
0.0001
changing lr
epoch 36, time 263.18, cls_loss 0.0130 cls_loss_mapping 0.0216 cls_loss_causal 0.6816 re_mapping 0.0117 re_causal 0.0312 /// teacc 98.71 lr 0.00010000
100
0.0001
changing lr
epoch 37, time 263.13, cls_loss 0.0150 cls_loss_mapping 0.0245 cls_loss_causal 0.6711 re_mapping 0.0119 re_causal 0.0316 /// teacc 98.77 lr 0.00010000
100
0.0001
changing lr
epoch 38, time 262.71, cls_loss 0.0171 cls_loss_mapping 0.0291 cls_loss_causal 0.6826 re_mapping 0.0114 re_causal 0.0303 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 39----------------------------------------------------
epoch 39, time 263.42, cls_loss 0.0148 cls_loss_mapping 0.0251 cls_loss_causal 0.6789 re_mapping 0.0111 re_causal 0.0298 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 40----------------------------------------------------
epoch 40, time 263.43, cls_loss 0.0165 cls_loss_mapping 0.0301 cls_loss_causal 0.6877 re_mapping 0.0113 re_causal 0.0297 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 41, time 262.57, cls_loss 0.0161 cls_loss_mapping 0.0290 cls_loss_causal 0.6867 re_mapping 0.0103 re_causal 0.0283 /// teacc 98.90 lr 0.00010000
100
0.0001
changing lr
epoch 42, time 261.54, cls_loss 0.0124 cls_loss_mapping 0.0221 cls_loss_causal 0.6524 re_mapping 0.0104 re_causal 0.0276 /// teacc 98.78 lr 0.00010000
100
0.0001
changing lr
epoch 43, time 261.64, cls_loss 0.0121 cls_loss_mapping 0.0236 cls_loss_causal 0.6499 re_mapping 0.0107 re_causal 0.0281 /// teacc 98.87 lr 0.00010000
100
0.0001
changing lr
epoch 44, time 261.70, cls_loss 0.0126 cls_loss_mapping 0.0222 cls_loss_causal 0.6472 re_mapping 0.0107 re_causal 0.0277 /// teacc 98.82 lr 0.00010000
100
0.0001
changing lr
epoch 45, time 262.23, cls_loss 0.0139 cls_loss_mapping 0.0248 cls_loss_causal 0.6458 re_mapping 0.0097 re_causal 0.0267 /// teacc 98.72 lr 0.00010000
100
0.0001
changing lr
epoch 46, time 262.35, cls_loss 0.0128 cls_loss_mapping 0.0236 cls_loss_causal 0.6192 re_mapping 0.0103 re_causal 0.0264 /// teacc 98.77 lr 0.00010000
100
0.0001
changing lr
epoch 47, time 262.98, cls_loss 0.0120 cls_loss_mapping 0.0198 cls_loss_causal 0.6455 re_mapping 0.0097 re_causal 0.0258 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 48, time 262.58, cls_loss 0.0116 cls_loss_mapping 0.0229 cls_loss_causal 0.6623 re_mapping 0.0099 re_causal 0.0264 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
epoch 49, time 262.10, cls_loss 0.0109 cls_loss_mapping 0.0222 cls_loss_causal 0.6632 re_mapping 0.0094 re_causal 0.0260 /// teacc 98.78 lr 0.00010000
100
0.0001
changing lr
epoch 50, time 262.49, cls_loss 0.0107 cls_loss_mapping 0.0186 cls_loss_causal 0.6425 re_mapping 0.0094 re_causal 0.0260 /// teacc 98.74 lr 0.00010000
100
0.0001
changing lr
epoch 51, time 261.98, cls_loss 0.0105 cls_loss_mapping 0.0196 cls_loss_causal 0.6062 re_mapping 0.0099 re_causal 0.0249 /// teacc 98.77 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 52----------------------------------------------------
epoch 52, time 262.70, cls_loss 0.0123 cls_loss_mapping 0.0222 cls_loss_causal 0.6539 re_mapping 0.0090 re_causal 0.0243 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 53, time 262.04, cls_loss 0.0082 cls_loss_mapping 0.0165 cls_loss_causal 0.5830 re_mapping 0.0095 re_causal 0.0243 /// teacc 98.90 lr 0.00010000
100
0.0001
changing lr
epoch 54, time 262.03, cls_loss 0.0134 cls_loss_mapping 0.0238 cls_loss_causal 0.6506 re_mapping 0.0092 re_causal 0.0241 /// teacc 98.78 lr 0.00010000
100
0.0001
changing lr
epoch 55, time 262.23, cls_loss 0.0092 cls_loss_mapping 0.0175 cls_loss_causal 0.6151 re_mapping 0.0094 re_causal 0.0241 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 56, time 261.68, cls_loss 0.0083 cls_loss_mapping 0.0146 cls_loss_causal 0.6247 re_mapping 0.0093 re_causal 0.0250 /// teacc 98.78 lr 0.00010000
100
0.0001
changing lr
epoch 57, time 262.04, cls_loss 0.0094 cls_loss_mapping 0.0173 cls_loss_causal 0.6450 re_mapping 0.0082 re_causal 0.0236 /// teacc 98.80 lr 0.00010000
100
0.0001
changing lr
epoch 58, time 262.22, cls_loss 0.0082 cls_loss_mapping 0.0182 cls_loss_causal 0.5940 re_mapping 0.0090 re_causal 0.0236 /// teacc 98.76 lr 0.00010000
100
0.0001
changing lr
epoch 59, time 261.98, cls_loss 0.0107 cls_loss_mapping 0.0187 cls_loss_causal 0.6018 re_mapping 0.0082 re_causal 0.0217 /// teacc 98.85 lr 0.00010000
100
0.0001
changing lr
epoch 60, time 262.64, cls_loss 0.0096 cls_loss_mapping 0.0165 cls_loss_causal 0.6197 re_mapping 0.0079 re_causal 0.0227 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
epoch 61, time 262.62, cls_loss 0.0077 cls_loss_mapping 0.0133 cls_loss_causal 0.6104 re_mapping 0.0077 re_causal 0.0216 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 62, time 261.55, cls_loss 0.0094 cls_loss_mapping 0.0177 cls_loss_causal 0.6325 re_mapping 0.0077 re_causal 0.0211 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
epoch 63, time 261.66, cls_loss 0.0096 cls_loss_mapping 0.0173 cls_loss_causal 0.6390 re_mapping 0.0075 re_causal 0.0211 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
epoch 64, time 262.39, cls_loss 0.0089 cls_loss_mapping 0.0176 cls_loss_causal 0.6220 re_mapping 0.0080 re_causal 0.0211 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 65, time 262.81, cls_loss 0.0054 cls_loss_mapping 0.0089 cls_loss_causal 0.5919 re_mapping 0.0081 re_causal 0.0215 /// teacc 98.94 lr 0.00010000
100
0.0001
changing lr
epoch 66, time 262.62, cls_loss 0.0072 cls_loss_mapping 0.0145 cls_loss_causal 0.5995 re_mapping 0.0079 re_causal 0.0213 /// teacc 98.80 lr 0.00010000
100
0.0001
changing lr
epoch 67, time 262.54, cls_loss 0.0065 cls_loss_mapping 0.0115 cls_loss_causal 0.5839 re_mapping 0.0082 re_causal 0.0214 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 68, time 262.66, cls_loss 0.0082 cls_loss_mapping 0.0151 cls_loss_causal 0.6010 re_mapping 0.0072 re_causal 0.0203 /// teacc 98.68 lr 0.00010000
100
0.0001
changing lr
epoch 69, time 262.04, cls_loss 0.0072 cls_loss_mapping 0.0131 cls_loss_causal 0.5964 re_mapping 0.0075 re_causal 0.0202 /// teacc 98.86 lr 0.00010000
100
0.0001
changing lr
epoch 70, time 262.42, cls_loss 0.0068 cls_loss_mapping 0.0141 cls_loss_causal 0.6231 re_mapping 0.0076 re_causal 0.0214 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 71, time 261.65, cls_loss 0.0077 cls_loss_mapping 0.0151 cls_loss_causal 0.5752 re_mapping 0.0073 re_causal 0.0197 /// teacc 98.89 lr 0.00010000
100
0.0001
changing lr
epoch 72, time 262.42, cls_loss 0.0077 cls_loss_mapping 0.0130 cls_loss_causal 0.5860 re_mapping 0.0073 re_causal 0.0197 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 73----------------------------------------------------
epoch 73, time 263.56, cls_loss 0.0074 cls_loss_mapping 0.0145 cls_loss_causal 0.5783 re_mapping 0.0071 re_causal 0.0192 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 74, time 262.97, cls_loss 0.0064 cls_loss_mapping 0.0111 cls_loss_causal 0.5752 re_mapping 0.0073 re_causal 0.0198 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
epoch 75, time 262.29, cls_loss 0.0067 cls_loss_mapping 0.0128 cls_loss_causal 0.5738 re_mapping 0.0072 re_causal 0.0190 /// teacc 98.84 lr 0.00010000
100
0.0001
changing lr
epoch 76, time 262.02, cls_loss 0.0060 cls_loss_mapping 0.0107 cls_loss_causal 0.5944 re_mapping 0.0071 re_causal 0.0198 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 77, time 262.25, cls_loss 0.0055 cls_loss_mapping 0.0086 cls_loss_causal 0.5748 re_mapping 0.0066 re_causal 0.0185 /// teacc 98.83 lr 0.00010000
100
0.0001
changing lr
epoch 78, time 262.33, cls_loss 0.0048 cls_loss_mapping 0.0105 cls_loss_causal 0.5729 re_mapping 0.0071 re_causal 0.0200 /// teacc 98.86 lr 0.00010000
100
0.0001
changing lr
epoch 79, time 262.67, cls_loss 0.0054 cls_loss_mapping 0.0086 cls_loss_causal 0.5782 re_mapping 0.0067 re_causal 0.0187 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
epoch 80, time 262.54, cls_loss 0.0048 cls_loss_mapping 0.0092 cls_loss_causal 0.5620 re_mapping 0.0067 re_causal 0.0185 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 81, time 262.50, cls_loss 0.0063 cls_loss_mapping 0.0131 cls_loss_causal 0.6240 re_mapping 0.0067 re_causal 0.0190 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 82, time 261.76, cls_loss 0.0077 cls_loss_mapping 0.0136 cls_loss_causal 0.5922 re_mapping 0.0067 re_causal 0.0178 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 83, time 262.17, cls_loss 0.0064 cls_loss_mapping 0.0120 cls_loss_causal 0.5514 re_mapping 0.0073 re_causal 0.0188 /// teacc 98.82 lr 0.00010000
100
0.0001
changing lr
epoch 84, time 262.19, cls_loss 0.0056 cls_loss_mapping 0.0093 cls_loss_causal 0.5766 re_mapping 0.0065 re_causal 0.0180 /// teacc 98.85 lr 0.00010000
100
0.0001
changing lr
epoch 85, time 262.14, cls_loss 0.0050 cls_loss_mapping 0.0080 cls_loss_causal 0.5528 re_mapping 0.0063 re_causal 0.0174 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 86, time 261.86, cls_loss 0.0051 cls_loss_mapping 0.0088 cls_loss_causal 0.5929 re_mapping 0.0063 re_causal 0.0178 /// teacc 98.92 lr 0.00010000
100
0.0001
changing lr
epoch 87, time 261.74, cls_loss 0.0050 cls_loss_mapping 0.0087 cls_loss_causal 0.5941 re_mapping 0.0063 re_causal 0.0177 /// teacc 98.80 lr 0.00010000
100
0.0001
changing lr
epoch 88, time 260.51, cls_loss 0.0048 cls_loss_mapping 0.0085 cls_loss_causal 0.5624 re_mapping 0.0064 re_causal 0.0177 /// teacc 98.88 lr 0.00010000
100
0.0001
changing lr
epoch 89, time 250.06, cls_loss 0.0047 cls_loss_mapping 0.0084 cls_loss_causal 0.5650 re_mapping 0.0065 re_causal 0.0173 /// teacc 98.92 lr 0.00010000
100
0.0001
changing lr
epoch 90, time 250.78, cls_loss 0.0049 cls_loss_mapping 0.0091 cls_loss_causal 0.5613 re_mapping 0.0060 re_causal 0.0167 /// teacc 98.88 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 91----------------------------------------------------
epoch 91, time 251.20, cls_loss 0.0041 cls_loss_mapping 0.0070 cls_loss_causal 0.5382 re_mapping 0.0064 re_causal 0.0165 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 92, time 251.25, cls_loss 0.0051 cls_loss_mapping 0.0108 cls_loss_causal 0.6002 re_mapping 0.0059 re_causal 0.0168 /// teacc 98.89 lr 0.00010000
100
0.0001
changing lr
epoch 93, time 250.57, cls_loss 0.0049 cls_loss_mapping 0.0096 cls_loss_causal 0.5548 re_mapping 0.0063 re_causal 0.0168 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 94, time 250.77, cls_loss 0.0047 cls_loss_mapping 0.0096 cls_loss_causal 0.5460 re_mapping 0.0063 re_causal 0.0163 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 95, time 250.37, cls_loss 0.0045 cls_loss_mapping 0.0074 cls_loss_causal 0.5265 re_mapping 0.0064 re_causal 0.0160 /// teacc 98.90 lr 0.00010000
100
0.0001
changing lr
epoch 96, time 249.18, cls_loss 0.0037 cls_loss_mapping 0.0063 cls_loss_causal 0.5633 re_mapping 0.0062 re_causal 0.0172 /// teacc 98.82 lr 0.00010000
100
0.0001
changing lr
epoch 97, time 249.34, cls_loss 0.0051 cls_loss_mapping 0.0080 cls_loss_causal 0.5467 re_mapping 0.0057 re_causal 0.0156 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 98, time 249.24, cls_loss 0.0043 cls_loss_mapping 0.0077 cls_loss_causal 0.5665 re_mapping 0.0061 re_causal 0.0163 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 99, time 247.66, cls_loss 0.0042 cls_loss_mapping 0.0055 cls_loss_causal 0.5559 re_mapping 0.0059 re_causal 0.0160 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 100, time 247.43, cls_loss 0.0039 cls_loss_mapping 0.0072 cls_loss_causal 0.5491 re_mapping 0.0059 re_causal 0.0159 /// teacc 98.90 lr 0.00010000
100
0.0001
changing lr
epoch 101, time 247.17, cls_loss 0.0036 cls_loss_mapping 0.0062 cls_loss_causal 0.5947 re_mapping 0.0058 re_causal 0.0166 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 102, time 247.21, cls_loss 0.0041 cls_loss_mapping 0.0065 cls_loss_causal 0.5484 re_mapping 0.0057 re_causal 0.0155 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 103, time 247.20, cls_loss 0.0047 cls_loss_mapping 0.0077 cls_loss_causal 0.5315 re_mapping 0.0056 re_causal 0.0149 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 104, time 247.26, cls_loss 0.0047 cls_loss_mapping 0.0076 cls_loss_causal 0.5507 re_mapping 0.0055 re_causal 0.0148 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 105, time 247.09, cls_loss 0.0040 cls_loss_mapping 0.0063 cls_loss_causal 0.5417 re_mapping 0.0052 re_causal 0.0150 /// teacc 98.90 lr 0.00010000
100
0.0001
changing lr
epoch 106, time 247.22, cls_loss 0.0046 cls_loss_mapping 0.0085 cls_loss_causal 0.5688 re_mapping 0.0053 re_causal 0.0154 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 107, time 247.40, cls_loss 0.0039 cls_loss_mapping 0.0085 cls_loss_causal 0.5396 re_mapping 0.0057 re_causal 0.0155 /// teacc 98.92 lr 0.00010000
100
0.0001
changing lr
epoch 108, time 247.52, cls_loss 0.0047 cls_loss_mapping 0.0094 cls_loss_causal 0.5722 re_mapping 0.0056 re_causal 0.0150 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 109, time 247.28, cls_loss 0.0036 cls_loss_mapping 0.0055 cls_loss_causal 0.5219 re_mapping 0.0055 re_causal 0.0145 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 110, time 247.31, cls_loss 0.0033 cls_loss_mapping 0.0053 cls_loss_causal 0.5339 re_mapping 0.0056 re_causal 0.0153 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 111----------------------------------------------------
epoch 111, time 248.20, cls_loss 0.0044 cls_loss_mapping 0.0070 cls_loss_causal 0.5686 re_mapping 0.0051 re_causal 0.0146 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 112, time 247.44, cls_loss 0.0037 cls_loss_mapping 0.0064 cls_loss_causal 0.5641 re_mapping 0.0053 re_causal 0.0150 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 113, time 247.39, cls_loss 0.0037 cls_loss_mapping 0.0063 cls_loss_causal 0.5414 re_mapping 0.0054 re_causal 0.0149 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 114, time 247.52, cls_loss 0.0039 cls_loss_mapping 0.0082 cls_loss_causal 0.5541 re_mapping 0.0051 re_causal 0.0144 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 115, time 247.69, cls_loss 0.0040 cls_loss_mapping 0.0066 cls_loss_causal 0.5456 re_mapping 0.0054 re_causal 0.0145 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 116, time 247.22, cls_loss 0.0031 cls_loss_mapping 0.0053 cls_loss_causal 0.5168 re_mapping 0.0053 re_causal 0.0145 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 117----------------------------------------------------
epoch 117, time 248.08, cls_loss 0.0053 cls_loss_mapping 0.0090 cls_loss_causal 0.5568 re_mapping 0.0053 re_causal 0.0148 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 118, time 247.60, cls_loss 0.0033 cls_loss_mapping 0.0064 cls_loss_causal 0.5252 re_mapping 0.0052 re_causal 0.0147 /// teacc 98.92 lr 0.00010000
100
0.0001
changing lr
epoch 119, time 247.65, cls_loss 0.0033 cls_loss_mapping 0.0068 cls_loss_causal 0.5163 re_mapping 0.0053 re_causal 0.0149 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 120----------------------------------------------------
epoch 120, time 249.12, cls_loss 0.0041 cls_loss_mapping 0.0073 cls_loss_causal 0.5428 re_mapping 0.0048 re_causal 0.0140 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 121, time 247.46, cls_loss 0.0038 cls_loss_mapping 0.0055 cls_loss_causal 0.5502 re_mapping 0.0047 re_causal 0.0134 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 122, time 247.34, cls_loss 0.0040 cls_loss_mapping 0.0070 cls_loss_causal 0.5413 re_mapping 0.0049 re_causal 0.0141 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 123, time 247.75, cls_loss 0.0029 cls_loss_mapping 0.0051 cls_loss_causal 0.5293 re_mapping 0.0052 re_causal 0.0145 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 124, time 247.49, cls_loss 0.0039 cls_loss_mapping 0.0059 cls_loss_causal 0.5299 re_mapping 0.0048 re_causal 0.0137 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 125, time 247.82, cls_loss 0.0035 cls_loss_mapping 0.0055 cls_loss_causal 0.5164 re_mapping 0.0052 re_causal 0.0143 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 126, time 247.56, cls_loss 0.0033 cls_loss_mapping 0.0056 cls_loss_causal 0.5298 re_mapping 0.0050 re_causal 0.0141 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 127, time 247.90, cls_loss 0.0032 cls_loss_mapping 0.0058 cls_loss_causal 0.5069 re_mapping 0.0051 re_causal 0.0140 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 128, time 247.44, cls_loss 0.0035 cls_loss_mapping 0.0061 cls_loss_causal 0.5469 re_mapping 0.0046 re_causal 0.0133 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 129, time 247.22, cls_loss 0.0035 cls_loss_mapping 0.0046 cls_loss_causal 0.5124 re_mapping 0.0049 re_causal 0.0131 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 130, time 247.53, cls_loss 0.0041 cls_loss_mapping 0.0070 cls_loss_causal 0.5574 re_mapping 0.0048 re_causal 0.0133 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 131, time 247.26, cls_loss 0.0034 cls_loss_mapping 0.0052 cls_loss_causal 0.5246 re_mapping 0.0049 re_causal 0.0135 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 132, time 247.37, cls_loss 0.0034 cls_loss_mapping 0.0064 cls_loss_causal 0.5529 re_mapping 0.0047 re_causal 0.0142 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 133, time 247.41, cls_loss 0.0035 cls_loss_mapping 0.0043 cls_loss_causal 0.5204 re_mapping 0.0046 re_causal 0.0126 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 134, time 247.49, cls_loss 0.0033 cls_loss_mapping 0.0055 cls_loss_causal 0.5262 re_mapping 0.0045 re_causal 0.0127 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 135, time 247.43, cls_loss 0.0031 cls_loss_mapping 0.0054 cls_loss_causal 0.5655 re_mapping 0.0046 re_causal 0.0132 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 136, time 247.17, cls_loss 0.0030 cls_loss_mapping 0.0045 cls_loss_causal 0.5369 re_mapping 0.0046 re_causal 0.0129 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 137----------------------------------------------------
epoch 137, time 247.90, cls_loss 0.0025 cls_loss_mapping 0.0044 cls_loss_causal 0.4877 re_mapping 0.0049 re_causal 0.0136 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 138, time 247.42, cls_loss 0.0034 cls_loss_mapping 0.0051 cls_loss_causal 0.5592 re_mapping 0.0045 re_causal 0.0132 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 139, time 247.30, cls_loss 0.0035 cls_loss_mapping 0.0068 cls_loss_causal 0.4932 re_mapping 0.0048 re_causal 0.0133 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 140, time 247.43, cls_loss 0.0030 cls_loss_mapping 0.0041 cls_loss_causal 0.5293 re_mapping 0.0046 re_causal 0.0132 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 141, time 247.95, cls_loss 0.0024 cls_loss_mapping 0.0036 cls_loss_causal 0.5366 re_mapping 0.0045 re_causal 0.0134 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 142, time 247.33, cls_loss 0.0033 cls_loss_mapping 0.0058 cls_loss_causal 0.5003 re_mapping 0.0042 re_causal 0.0122 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 143, time 247.18, cls_loss 0.0030 cls_loss_mapping 0.0053 cls_loss_causal 0.5321 re_mapping 0.0044 re_causal 0.0128 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 144, time 247.52, cls_loss 0.0032 cls_loss_mapping 0.0051 cls_loss_causal 0.4899 re_mapping 0.0044 re_causal 0.0121 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 145, time 247.52, cls_loss 0.0025 cls_loss_mapping 0.0044 cls_loss_causal 0.5202 re_mapping 0.0047 re_causal 0.0134 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 146, time 248.01, cls_loss 0.0027 cls_loss_mapping 0.0047 cls_loss_causal 0.4945 re_mapping 0.0044 re_causal 0.0126 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 147, time 247.07, cls_loss 0.0025 cls_loss_mapping 0.0037 cls_loss_causal 0.5273 re_mapping 0.0047 re_causal 0.0129 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 148, time 247.44, cls_loss 0.0029 cls_loss_mapping 0.0042 cls_loss_causal 0.5309 re_mapping 0.0046 re_causal 0.0126 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 149, time 246.82, cls_loss 0.0030 cls_loss_mapping 0.0043 cls_loss_causal 0.5280 re_mapping 0.0042 re_causal 0.0121 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 150, time 247.07, cls_loss 0.0025 cls_loss_mapping 0.0038 cls_loss_causal 0.5050 re_mapping 0.0042 re_causal 0.0121 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 151, time 247.12, cls_loss 0.0030 cls_loss_mapping 0.0058 cls_loss_causal 0.5175 re_mapping 0.0042 re_causal 0.0118 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 152, time 247.31, cls_loss 0.0028 cls_loss_mapping 0.0039 cls_loss_causal 0.5003 re_mapping 0.0041 re_causal 0.0114 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 153, time 247.30, cls_loss 0.0027 cls_loss_mapping 0.0047 cls_loss_causal 0.5100 re_mapping 0.0043 re_causal 0.0120 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 154, time 247.18, cls_loss 0.0028 cls_loss_mapping 0.0035 cls_loss_causal 0.5038 re_mapping 0.0042 re_causal 0.0119 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 155, time 247.28, cls_loss 0.0030 cls_loss_mapping 0.0046 cls_loss_causal 0.5092 re_mapping 0.0045 re_causal 0.0121 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 156, time 247.53, cls_loss 0.0050 cls_loss_mapping 0.0085 cls_loss_causal 0.5153 re_mapping 0.0044 re_causal 0.0121 /// teacc 98.89 lr 0.00010000
100
0.0001
changing lr
epoch 157, time 247.52, cls_loss 0.0027 cls_loss_mapping 0.0043 cls_loss_causal 0.5363 re_mapping 0.0044 re_causal 0.0125 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 158, time 247.53, cls_loss 0.0020 cls_loss_mapping 0.0042 cls_loss_causal 0.4788 re_mapping 0.0043 re_causal 0.0124 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 159, time 247.44, cls_loss 0.0027 cls_loss_mapping 0.0053 cls_loss_causal 0.5289 re_mapping 0.0040 re_causal 0.0117 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 160, time 247.25, cls_loss 0.0031 cls_loss_mapping 0.0043 cls_loss_causal 0.4845 re_mapping 0.0040 re_causal 0.0103 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 161, time 247.20, cls_loss 0.0023 cls_loss_mapping 0.0031 cls_loss_causal 0.5342 re_mapping 0.0042 re_causal 0.0119 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 162, time 247.36, cls_loss 0.0022 cls_loss_mapping 0.0035 cls_loss_causal 0.5377 re_mapping 0.0041 re_causal 0.0118 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 163, time 247.20, cls_loss 0.0019 cls_loss_mapping 0.0034 cls_loss_causal 0.5306 re_mapping 0.0040 re_causal 0.0121 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 164, time 247.35, cls_loss 0.0021 cls_loss_mapping 0.0041 cls_loss_causal 0.5117 re_mapping 0.0042 re_causal 0.0119 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 165, time 247.03, cls_loss 0.0026 cls_loss_mapping 0.0040 cls_loss_causal 0.5038 re_mapping 0.0040 re_causal 0.0114 /// teacc 98.93 lr 0.00010000
100
0.0001
changing lr
epoch 166, time 247.07, cls_loss 0.0025 cls_loss_mapping 0.0041 cls_loss_causal 0.5101 re_mapping 0.0042 re_causal 0.0118 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 167, time 247.31, cls_loss 0.0023 cls_loss_mapping 0.0034 cls_loss_causal 0.5069 re_mapping 0.0042 re_causal 0.0115 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 168, time 247.20, cls_loss 0.0025 cls_loss_mapping 0.0036 cls_loss_causal 0.5038 re_mapping 0.0041 re_causal 0.0114 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 169, time 247.25, cls_loss 0.0029 cls_loss_mapping 0.0037 cls_loss_causal 0.5111 re_mapping 0.0041 re_causal 0.0109 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 170, time 247.40, cls_loss 0.0030 cls_loss_mapping 0.0044 cls_loss_causal 0.5222 re_mapping 0.0040 re_causal 0.0112 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 171, time 247.19, cls_loss 0.0022 cls_loss_mapping 0.0039 cls_loss_causal 0.5095 re_mapping 0.0039 re_causal 0.0115 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 172, time 247.11, cls_loss 0.0023 cls_loss_mapping 0.0030 cls_loss_causal 0.5020 re_mapping 0.0040 re_causal 0.0114 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 173, time 246.80, cls_loss 0.0024 cls_loss_mapping 0.0035 cls_loss_causal 0.5326 re_mapping 0.0038 re_causal 0.0111 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 174, time 247.13, cls_loss 0.0024 cls_loss_mapping 0.0026 cls_loss_causal 0.5236 re_mapping 0.0039 re_causal 0.0113 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 175, time 247.24, cls_loss 0.0022 cls_loss_mapping 0.0039 cls_loss_causal 0.4945 re_mapping 0.0037 re_causal 0.0106 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 176, time 247.09, cls_loss 0.0024 cls_loss_mapping 0.0042 cls_loss_causal 0.5163 re_mapping 0.0039 re_causal 0.0114 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 177, time 246.73, cls_loss 0.0025 cls_loss_mapping 0.0033 cls_loss_causal 0.5106 re_mapping 0.0037 re_causal 0.0110 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 178, time 247.11, cls_loss 0.0022 cls_loss_mapping 0.0025 cls_loss_causal 0.4798 re_mapping 0.0040 re_causal 0.0111 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 179, time 246.93, cls_loss 0.0022 cls_loss_mapping 0.0039 cls_loss_causal 0.5108 re_mapping 0.0040 re_causal 0.0114 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 180, time 247.21, cls_loss 0.0030 cls_loss_mapping 0.0037 cls_loss_causal 0.5233 re_mapping 0.0038 re_causal 0.0109 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 181, time 247.09, cls_loss 0.0021 cls_loss_mapping 0.0035 cls_loss_causal 0.5065 re_mapping 0.0039 re_causal 0.0113 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 182, time 246.91, cls_loss 0.0024 cls_loss_mapping 0.0037 cls_loss_causal 0.5588 re_mapping 0.0037 re_causal 0.0114 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 183, time 247.64, cls_loss 0.0026 cls_loss_mapping 0.0037 cls_loss_causal 0.5331 re_mapping 0.0037 re_causal 0.0107 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 184, time 247.11, cls_loss 0.0022 cls_loss_mapping 0.0037 cls_loss_causal 0.5064 re_mapping 0.0039 re_causal 0.0110 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
epoch 185, time 247.25, cls_loss 0.0025 cls_loss_mapping 0.0035 cls_loss_causal 0.4997 re_mapping 0.0038 re_causal 0.0109 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 186, time 247.56, cls_loss 0.0023 cls_loss_mapping 0.0033 cls_loss_causal 0.5319 re_mapping 0.0038 re_causal 0.0112 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 187, time 246.96, cls_loss 0.0027 cls_loss_mapping 0.0039 cls_loss_causal 0.5077 re_mapping 0.0035 re_causal 0.0098 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 188, time 247.08, cls_loss 0.0018 cls_loss_mapping 0.0029 cls_loss_causal 0.4799 re_mapping 0.0039 re_causal 0.0109 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 189, time 247.25, cls_loss 0.0017 cls_loss_mapping 0.0028 cls_loss_causal 0.4788 re_mapping 0.0040 re_causal 0.0112 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 190, time 246.87, cls_loss 0.0025 cls_loss_mapping 0.0032 cls_loss_causal 0.4994 re_mapping 0.0035 re_causal 0.0103 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 191, time 247.17, cls_loss 0.0023 cls_loss_mapping 0.0034 cls_loss_causal 0.4759 re_mapping 0.0039 re_causal 0.0106 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 192, time 246.82, cls_loss 0.0022 cls_loss_mapping 0.0030 cls_loss_causal 0.5043 re_mapping 0.0039 re_causal 0.0108 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 193, time 247.13, cls_loss 0.0025 cls_loss_mapping 0.0043 cls_loss_causal 0.5180 re_mapping 0.0035 re_causal 0.0103 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 194, time 246.74, cls_loss 0.0021 cls_loss_mapping 0.0038 cls_loss_causal 0.5164 re_mapping 0.0037 re_causal 0.0113 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 195, time 246.90, cls_loss 0.0028 cls_loss_mapping 0.0044 cls_loss_causal 0.5003 re_mapping 0.0037 re_causal 0.0105 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 196, time 246.96, cls_loss 0.0024 cls_loss_mapping 0.0043 cls_loss_causal 0.5004 re_mapping 0.0037 re_causal 0.0107 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 197, time 247.11, cls_loss 0.0020 cls_loss_mapping 0.0031 cls_loss_causal 0.4946 re_mapping 0.0038 re_causal 0.0107 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 198, time 247.15, cls_loss 0.0018 cls_loss_mapping 0.0033 cls_loss_causal 0.5043 re_mapping 0.0036 re_causal 0.0107 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 199, time 246.86, cls_loss 0.0023 cls_loss_mapping 0.0034 cls_loss_causal 0.4853 re_mapping 0.0036 re_causal 0.0102 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 200, time 247.43, cls_loss 0.0021 cls_loss_mapping 0.0037 cls_loss_causal 0.4856 re_mapping 0.0034 re_causal 0.0103 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 201, time 247.24, cls_loss 0.0019 cls_loss_mapping 0.0023 cls_loss_causal 0.5071 re_mapping 0.0035 re_causal 0.0105 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 202, time 247.65, cls_loss 0.0021 cls_loss_mapping 0.0034 cls_loss_causal 0.5178 re_mapping 0.0035 re_causal 0.0104 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 203, time 247.52, cls_loss 0.0020 cls_loss_mapping 0.0023 cls_loss_causal 0.4825 re_mapping 0.0033 re_causal 0.0094 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 204, time 247.32, cls_loss 0.0018 cls_loss_mapping 0.0021 cls_loss_causal 0.4940 re_mapping 0.0036 re_causal 0.0101 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 205, time 247.61, cls_loss 0.0022 cls_loss_mapping 0.0036 cls_loss_causal 0.5107 re_mapping 0.0039 re_causal 0.0105 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 206, time 247.53, cls_loss 0.0020 cls_loss_mapping 0.0030 cls_loss_causal 0.4936 re_mapping 0.0036 re_causal 0.0099 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 207, time 247.27, cls_loss 0.0024 cls_loss_mapping 0.0033 cls_loss_causal 0.4938 re_mapping 0.0033 re_causal 0.0095 /// teacc 98.94 lr 0.00010000
100
0.0001
changing lr
epoch 208, time 247.31, cls_loss 0.0020 cls_loss_mapping 0.0024 cls_loss_causal 0.4524 re_mapping 0.0035 re_causal 0.0101 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 209, time 247.73, cls_loss 0.0017 cls_loss_mapping 0.0022 cls_loss_causal 0.4973 re_mapping 0.0035 re_causal 0.0105 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 210, time 247.40, cls_loss 0.0020 cls_loss_mapping 0.0023 cls_loss_causal 0.4702 re_mapping 0.0036 re_causal 0.0100 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 211, time 246.89, cls_loss 0.0018 cls_loss_mapping 0.0024 cls_loss_causal 0.5196 re_mapping 0.0034 re_causal 0.0102 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 212, time 247.35, cls_loss 0.0021 cls_loss_mapping 0.0034 cls_loss_causal 0.4901 re_mapping 0.0034 re_causal 0.0096 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 213, time 247.22, cls_loss 0.0019 cls_loss_mapping 0.0034 cls_loss_causal 0.5019 re_mapping 0.0033 re_causal 0.0098 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 214, time 247.39, cls_loss 0.0014 cls_loss_mapping 0.0017 cls_loss_causal 0.4779 re_mapping 0.0034 re_causal 0.0100 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 215, time 247.27, cls_loss 0.0024 cls_loss_mapping 0.0040 cls_loss_causal 0.4916 re_mapping 0.0033 re_causal 0.0095 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 216, time 247.37, cls_loss 0.0016 cls_loss_mapping 0.0017 cls_loss_causal 0.4976 re_mapping 0.0033 re_causal 0.0097 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 217, time 247.45, cls_loss 0.0023 cls_loss_mapping 0.0035 cls_loss_causal 0.4677 re_mapping 0.0034 re_causal 0.0095 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 218, time 247.74, cls_loss 0.0020 cls_loss_mapping 0.0023 cls_loss_causal 0.4740 re_mapping 0.0033 re_causal 0.0098 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 219, time 247.00, cls_loss 0.0020 cls_loss_mapping 0.0024 cls_loss_causal 0.4902 re_mapping 0.0032 re_causal 0.0095 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 220, time 247.26, cls_loss 0.0015 cls_loss_mapping 0.0015 cls_loss_causal 0.4984 re_mapping 0.0033 re_causal 0.0100 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 221, time 247.21, cls_loss 0.0018 cls_loss_mapping 0.0018 cls_loss_causal 0.4791 re_mapping 0.0030 re_causal 0.0091 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 222, time 247.27, cls_loss 0.0019 cls_loss_mapping 0.0025 cls_loss_causal 0.4897 re_mapping 0.0031 re_causal 0.0093 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 223, time 247.18, cls_loss 0.0022 cls_loss_mapping 0.0027 cls_loss_causal 0.5187 re_mapping 0.0031 re_causal 0.0093 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 224, time 247.18, cls_loss 0.0020 cls_loss_mapping 0.0025 cls_loss_causal 0.4952 re_mapping 0.0032 re_causal 0.0093 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 225, time 247.25, cls_loss 0.0021 cls_loss_mapping 0.0027 cls_loss_causal 0.4951 re_mapping 0.0033 re_causal 0.0095 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 226, time 247.42, cls_loss 0.0015 cls_loss_mapping 0.0017 cls_loss_causal 0.5013 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 227, time 248.14, cls_loss 0.0016 cls_loss_mapping 0.0030 cls_loss_causal 0.5144 re_mapping 0.0032 re_causal 0.0098 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 228, time 247.56, cls_loss 0.0020 cls_loss_mapping 0.0027 cls_loss_causal 0.5000 re_mapping 0.0032 re_causal 0.0094 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 229----------------------------------------------------
epoch 229, time 247.85, cls_loss 0.0016 cls_loss_mapping 0.0028 cls_loss_causal 0.5045 re_mapping 0.0033 re_causal 0.0098 /// teacc 99.21 lr 0.00010000
100
0.0001
changing lr
epoch 230, time 247.45, cls_loss 0.0020 cls_loss_mapping 0.0033 cls_loss_causal 0.5028 re_mapping 0.0032 re_causal 0.0097 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 231, time 247.60, cls_loss 0.0024 cls_loss_mapping 0.0033 cls_loss_causal 0.5090 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 232, time 247.14, cls_loss 0.0024 cls_loss_mapping 0.0037 cls_loss_causal 0.4987 re_mapping 0.0032 re_causal 0.0093 /// teacc 99.18 lr 0.00010000
100
0.0001
changing lr
epoch 233, time 247.34, cls_loss 0.0015 cls_loss_mapping 0.0025 cls_loss_causal 0.5306 re_mapping 0.0032 re_causal 0.0099 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 234, time 247.70, cls_loss 0.0018 cls_loss_mapping 0.0023 cls_loss_causal 0.4880 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 235, time 247.42, cls_loss 0.0017 cls_loss_mapping 0.0020 cls_loss_causal 0.4734 re_mapping 0.0030 re_causal 0.0088 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 236, time 248.01, cls_loss 0.0018 cls_loss_mapping 0.0024 cls_loss_causal 0.4746 re_mapping 0.0032 re_causal 0.0093 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 237, time 247.40, cls_loss 0.0016 cls_loss_mapping 0.0021 cls_loss_causal 0.4826 re_mapping 0.0029 re_causal 0.0088 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 238, time 247.38, cls_loss 0.0017 cls_loss_mapping 0.0016 cls_loss_causal 0.5047 re_mapping 0.0030 re_causal 0.0090 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 239, time 248.73, cls_loss 0.0017 cls_loss_mapping 0.0022 cls_loss_causal 0.5064 re_mapping 0.0030 re_causal 0.0092 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 240, time 248.15, cls_loss 0.0018 cls_loss_mapping 0.0034 cls_loss_causal 0.5029 re_mapping 0.0031 re_causal 0.0095 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 241, time 247.23, cls_loss 0.0017 cls_loss_mapping 0.0023 cls_loss_causal 0.4986 re_mapping 0.0032 re_causal 0.0096 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 242, time 247.18, cls_loss 0.0017 cls_loss_mapping 0.0026 cls_loss_causal 0.4912 re_mapping 0.0032 re_causal 0.0095 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 243, time 247.37, cls_loss 0.0017 cls_loss_mapping 0.0024 cls_loss_causal 0.4714 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 244, time 247.36, cls_loss 0.0018 cls_loss_mapping 0.0030 cls_loss_causal 0.4707 re_mapping 0.0031 re_causal 0.0091 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 245, time 247.07, cls_loss 0.0016 cls_loss_mapping 0.0027 cls_loss_causal 0.4907 re_mapping 0.0032 re_causal 0.0098 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 246, time 247.63, cls_loss 0.0017 cls_loss_mapping 0.0039 cls_loss_causal 0.5042 re_mapping 0.0032 re_causal 0.0098 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 247, time 247.28, cls_loss 0.0026 cls_loss_mapping 0.0037 cls_loss_causal 0.4860 re_mapping 0.0031 re_causal 0.0089 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 248, time 247.15, cls_loss 0.0021 cls_loss_mapping 0.0031 cls_loss_causal 0.4790 re_mapping 0.0033 re_causal 0.0095 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 249, time 247.23, cls_loss 0.0018 cls_loss_mapping 0.0023 cls_loss_causal 0.4878 re_mapping 0.0031 re_causal 0.0088 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 250, time 247.02, cls_loss 0.0015 cls_loss_mapping 0.0016 cls_loss_causal 0.4962 re_mapping 0.0029 re_causal 0.0089 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 251, time 247.51, cls_loss 0.0018 cls_loss_mapping 0.0028 cls_loss_causal 0.4979 re_mapping 0.0030 re_causal 0.0088 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 252, time 247.35, cls_loss 0.0020 cls_loss_mapping 0.0024 cls_loss_causal 0.4525 re_mapping 0.0031 re_causal 0.0088 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 253, time 247.04, cls_loss 0.0017 cls_loss_mapping 0.0022 cls_loss_causal 0.4552 re_mapping 0.0030 re_causal 0.0087 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 254, time 247.26, cls_loss 0.0022 cls_loss_mapping 0.0036 cls_loss_causal 0.4710 re_mapping 0.0030 re_causal 0.0089 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 255, time 247.16, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4512 re_mapping 0.0031 re_causal 0.0091 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 256, time 247.38, cls_loss 0.0018 cls_loss_mapping 0.0023 cls_loss_causal 0.4975 re_mapping 0.0028 re_causal 0.0086 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 257, time 247.20, cls_loss 0.0016 cls_loss_mapping 0.0018 cls_loss_causal 0.4632 re_mapping 0.0032 re_causal 0.0094 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 258, time 247.12, cls_loss 0.0015 cls_loss_mapping 0.0023 cls_loss_causal 0.4664 re_mapping 0.0032 re_causal 0.0091 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 259, time 247.32, cls_loss 0.0018 cls_loss_mapping 0.0025 cls_loss_causal 0.4997 re_mapping 0.0029 re_causal 0.0087 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 260, time 247.19, cls_loss 0.0014 cls_loss_mapping 0.0020 cls_loss_causal 0.4738 re_mapping 0.0029 re_causal 0.0088 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 261, time 246.87, cls_loss 0.0014 cls_loss_mapping 0.0020 cls_loss_causal 0.4996 re_mapping 0.0032 re_causal 0.0095 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 262, time 246.91, cls_loss 0.0015 cls_loss_mapping 0.0022 cls_loss_causal 0.5120 re_mapping 0.0029 re_causal 0.0092 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 263, time 247.18, cls_loss 0.0016 cls_loss_mapping 0.0025 cls_loss_causal 0.4762 re_mapping 0.0031 re_causal 0.0087 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 264, time 246.94, cls_loss 0.0015 cls_loss_mapping 0.0019 cls_loss_causal 0.4728 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 265, time 246.92, cls_loss 0.0017 cls_loss_mapping 0.0016 cls_loss_causal 0.4729 re_mapping 0.0029 re_causal 0.0082 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 266, time 246.97, cls_loss 0.0015 cls_loss_mapping 0.0022 cls_loss_causal 0.4830 re_mapping 0.0027 re_causal 0.0083 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 267, time 247.19, cls_loss 0.0016 cls_loss_mapping 0.0028 cls_loss_causal 0.4905 re_mapping 0.0031 re_causal 0.0092 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 268, time 247.41, cls_loss 0.0014 cls_loss_mapping 0.0023 cls_loss_causal 0.4688 re_mapping 0.0031 re_causal 0.0091 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 269, time 247.14, cls_loss 0.0021 cls_loss_mapping 0.0027 cls_loss_causal 0.5079 re_mapping 0.0030 re_causal 0.0088 /// teacc 99.18 lr 0.00010000
100
0.0001
changing lr
epoch 270, time 247.08, cls_loss 0.0015 cls_loss_mapping 0.0023 cls_loss_causal 0.4751 re_mapping 0.0029 re_causal 0.0087 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 271, time 247.23, cls_loss 0.0015 cls_loss_mapping 0.0029 cls_loss_causal 0.4807 re_mapping 0.0029 re_causal 0.0087 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
epoch 272, time 247.25, cls_loss 0.0021 cls_loss_mapping 0.0029 cls_loss_causal 0.4811 re_mapping 0.0029 re_causal 0.0085 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 273, time 247.12, cls_loss 0.0015 cls_loss_mapping 0.0020 cls_loss_causal 0.4693 re_mapping 0.0030 re_causal 0.0088 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 274, time 247.52, cls_loss 0.0018 cls_loss_mapping 0.0019 cls_loss_causal 0.4625 re_mapping 0.0030 re_causal 0.0081 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 275, time 247.32, cls_loss 0.0013 cls_loss_mapping 0.0015 cls_loss_causal 0.4594 re_mapping 0.0030 re_causal 0.0086 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 276, time 247.31, cls_loss 0.0013 cls_loss_mapping 0.0030 cls_loss_causal 0.4717 re_mapping 0.0030 re_causal 0.0090 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 277, time 247.59, cls_loss 0.0021 cls_loss_mapping 0.0022 cls_loss_causal 0.4800 re_mapping 0.0029 re_causal 0.0084 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 278, time 247.25, cls_loss 0.0015 cls_loss_mapping 0.0017 cls_loss_causal 0.4832 re_mapping 0.0028 re_causal 0.0087 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 279, time 247.30, cls_loss 0.0013 cls_loss_mapping 0.0019 cls_loss_causal 0.4871 re_mapping 0.0030 re_causal 0.0091 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 280----------------------------------------------------
epoch 280, time 248.43, cls_loss 0.0016 cls_loss_mapping 0.0017 cls_loss_causal 0.4657 re_mapping 0.0030 re_causal 0.0084 /// teacc 99.26 lr 0.00010000
100
0.0001
changing lr
epoch 281, time 247.76, cls_loss 0.0014 cls_loss_mapping 0.0018 cls_loss_causal 0.4639 re_mapping 0.0029 re_causal 0.0085 /// teacc 99.25 lr 0.00010000
100
0.0001
changing lr
epoch 282, time 247.74, cls_loss 0.0014 cls_loss_mapping 0.0019 cls_loss_causal 0.4466 re_mapping 0.0029 re_causal 0.0082 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 283, time 247.60, cls_loss 0.0010 cls_loss_mapping 0.0015 cls_loss_causal 0.4532 re_mapping 0.0030 re_causal 0.0089 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 284, time 247.58, cls_loss 0.0020 cls_loss_mapping 0.0031 cls_loss_causal 0.4614 re_mapping 0.0029 re_causal 0.0086 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 285, time 247.57, cls_loss 0.0022 cls_loss_mapping 0.0026 cls_loss_causal 0.5009 re_mapping 0.0026 re_causal 0.0077 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 286, time 247.67, cls_loss 0.0017 cls_loss_mapping 0.0019 cls_loss_causal 0.4442 re_mapping 0.0027 re_causal 0.0079 /// teacc 99.15 lr 0.00010000
100
0.0001
changing lr
epoch 287, time 247.52, cls_loss 0.0018 cls_loss_mapping 0.0041 cls_loss_causal 0.4619 re_mapping 0.0029 re_causal 0.0083 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 288, time 246.94, cls_loss 0.0012 cls_loss_mapping 0.0019 cls_loss_causal 0.4668 re_mapping 0.0030 re_causal 0.0090 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 289, time 247.41, cls_loss 0.0016 cls_loss_mapping 0.0026 cls_loss_causal 0.4698 re_mapping 0.0027 re_causal 0.0083 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 290, time 247.31, cls_loss 0.0016 cls_loss_mapping 0.0021 cls_loss_causal 0.4558 re_mapping 0.0027 re_causal 0.0079 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 291, time 247.85, cls_loss 0.0013 cls_loss_mapping 0.0014 cls_loss_causal 0.4896 re_mapping 0.0030 re_causal 0.0089 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 292, time 247.58, cls_loss 0.0018 cls_loss_mapping 0.0017 cls_loss_causal 0.4845 re_mapping 0.0025 re_causal 0.0075 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 293, time 246.85, cls_loss 0.0018 cls_loss_mapping 0.0019 cls_loss_causal 0.4797 re_mapping 0.0025 re_causal 0.0074 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 294, time 247.06, cls_loss 0.0015 cls_loss_mapping 0.0020 cls_loss_causal 0.4528 re_mapping 0.0029 re_causal 0.0080 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
---------------------saving model at epoch 295----------------------------------------------------
epoch 295, time 248.20, cls_loss 0.0011 cls_loss_mapping 0.0018 cls_loss_causal 0.4663 re_mapping 0.0029 re_causal 0.0085 /// teacc 99.27 lr 0.00010000
100
0.0001
changing lr
epoch 296, time 247.05, cls_loss 0.0011 cls_loss_mapping 0.0014 cls_loss_causal 0.4457 re_mapping 0.0027 re_causal 0.0079 /// teacc 99.19 lr 0.00010000
100
0.0001
changing lr
epoch 297, time 247.01, cls_loss 0.0011 cls_loss_mapping 0.0019 cls_loss_causal 0.4646 re_mapping 0.0027 re_causal 0.0083 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 298, time 247.03, cls_loss 0.0011 cls_loss_mapping 0.0016 cls_loss_causal 0.4582 re_mapping 0.0027 re_causal 0.0081 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 299, time 247.08, cls_loss 0.0015 cls_loss_mapping 0.0017 cls_loss_causal 0.4958 re_mapping 0.0026 re_causal 0.0083 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 300, time 247.04, cls_loss 0.0012 cls_loss_mapping 0.0012 cls_loss_causal 0.4689 re_mapping 0.0026 re_causal 0.0079 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 301, time 247.00, cls_loss 0.0016 cls_loss_mapping 0.0018 cls_loss_causal 0.4784 re_mapping 0.0027 re_causal 0.0083 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 302, time 246.87, cls_loss 0.0014 cls_loss_mapping 0.0022 cls_loss_causal 0.4964 re_mapping 0.0026 re_causal 0.0082 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 303, time 246.97, cls_loss 0.0014 cls_loss_mapping 0.0016 cls_loss_causal 0.4547 re_mapping 0.0027 re_causal 0.0077 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 304, time 246.93, cls_loss 0.0012 cls_loss_mapping 0.0017 cls_loss_causal 0.4448 re_mapping 0.0027 re_causal 0.0081 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 305, time 247.00, cls_loss 0.0011 cls_loss_mapping 0.0009 cls_loss_causal 0.4617 re_mapping 0.0027 re_causal 0.0080 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 306, time 246.97, cls_loss 0.0012 cls_loss_mapping 0.0018 cls_loss_causal 0.4790 re_mapping 0.0027 re_causal 0.0085 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 307, time 247.08, cls_loss 0.0013 cls_loss_mapping 0.0018 cls_loss_causal 0.4900 re_mapping 0.0026 re_causal 0.0081 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 308, time 246.70, cls_loss 0.0013 cls_loss_mapping 0.0018 cls_loss_causal 0.4600 re_mapping 0.0026 re_causal 0.0078 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 309, time 246.77, cls_loss 0.0014 cls_loss_mapping 0.0018 cls_loss_causal 0.4756 re_mapping 0.0027 re_causal 0.0082 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 310, time 247.15, cls_loss 0.0016 cls_loss_mapping 0.0029 cls_loss_causal 0.4717 re_mapping 0.0028 re_causal 0.0082 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 311, time 247.54, cls_loss 0.0015 cls_loss_mapping 0.0022 cls_loss_causal 0.4607 re_mapping 0.0027 re_causal 0.0078 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 312, time 247.41, cls_loss 0.0014 cls_loss_mapping 0.0017 cls_loss_causal 0.4517 re_mapping 0.0027 re_causal 0.0080 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 313, time 247.18, cls_loss 0.0010 cls_loss_mapping 0.0012 cls_loss_causal 0.4551 re_mapping 0.0026 re_causal 0.0080 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 314, time 247.40, cls_loss 0.0012 cls_loss_mapping 0.0013 cls_loss_causal 0.4355 re_mapping 0.0028 re_causal 0.0079 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 315, time 247.58, cls_loss 0.0015 cls_loss_mapping 0.0020 cls_loss_causal 0.4555 re_mapping 0.0026 re_causal 0.0075 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 316, time 247.22, cls_loss 0.0014 cls_loss_mapping 0.0023 cls_loss_causal 0.4448 re_mapping 0.0026 re_causal 0.0075 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 317, time 247.06, cls_loss 0.0017 cls_loss_mapping 0.0022 cls_loss_causal 0.4914 re_mapping 0.0027 re_causal 0.0078 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 318, time 246.94, cls_loss 0.0012 cls_loss_mapping 0.0016 cls_loss_causal 0.4779 re_mapping 0.0027 re_causal 0.0080 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 319, time 247.06, cls_loss 0.0013 cls_loss_mapping 0.0015 cls_loss_causal 0.4348 re_mapping 0.0026 re_causal 0.0077 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 320, time 247.23, cls_loss 0.0015 cls_loss_mapping 0.0018 cls_loss_causal 0.4390 re_mapping 0.0025 re_causal 0.0074 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 321, time 246.84, cls_loss 0.0013 cls_loss_mapping 0.0018 cls_loss_causal 0.4578 re_mapping 0.0024 re_causal 0.0075 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 322, time 247.00, cls_loss 0.0012 cls_loss_mapping 0.0021 cls_loss_causal 0.4698 re_mapping 0.0026 re_causal 0.0079 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 323, time 247.23, cls_loss 0.0012 cls_loss_mapping 0.0017 cls_loss_causal 0.4447 re_mapping 0.0027 re_causal 0.0079 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 324, time 246.90, cls_loss 0.0016 cls_loss_mapping 0.0016 cls_loss_causal 0.4695 re_mapping 0.0028 re_causal 0.0077 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 325, time 246.85, cls_loss 0.0016 cls_loss_mapping 0.0019 cls_loss_causal 0.4536 re_mapping 0.0027 re_causal 0.0078 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 326, time 247.13, cls_loss 0.0018 cls_loss_mapping 0.0017 cls_loss_causal 0.4503 re_mapping 0.0026 re_causal 0.0073 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 327, time 246.92, cls_loss 0.0014 cls_loss_mapping 0.0014 cls_loss_causal 0.4610 re_mapping 0.0027 re_causal 0.0078 /// teacc 98.96 lr 0.00010000
100
0.0001
changing lr
epoch 328, time 247.01, cls_loss 0.0014 cls_loss_mapping 0.0022 cls_loss_causal 0.4952 re_mapping 0.0026 re_causal 0.0081 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 329, time 247.26, cls_loss 0.0012 cls_loss_mapping 0.0013 cls_loss_causal 0.4556 re_mapping 0.0026 re_causal 0.0079 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 330, time 247.18, cls_loss 0.0014 cls_loss_mapping 0.0017 cls_loss_causal 0.4647 re_mapping 0.0024 re_causal 0.0073 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 331, time 247.30, cls_loss 0.0012 cls_loss_mapping 0.0017 cls_loss_causal 0.4686 re_mapping 0.0027 re_causal 0.0082 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 332, time 247.31, cls_loss 0.0012 cls_loss_mapping 0.0011 cls_loss_causal 0.4722 re_mapping 0.0024 re_causal 0.0076 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 333, time 247.49, cls_loss 0.0013 cls_loss_mapping 0.0019 cls_loss_causal 0.4423 re_mapping 0.0026 re_causal 0.0077 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 334, time 247.27, cls_loss 0.0013 cls_loss_mapping 0.0014 cls_loss_causal 0.4602 re_mapping 0.0023 re_causal 0.0074 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 335, time 247.17, cls_loss 0.0011 cls_loss_mapping 0.0018 cls_loss_causal 0.4384 re_mapping 0.0026 re_causal 0.0077 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 336, time 247.21, cls_loss 0.0021 cls_loss_mapping 0.0031 cls_loss_causal 0.4611 re_mapping 0.0024 re_causal 0.0076 /// teacc 99.20 lr 0.00010000
100
0.0001
changing lr
epoch 337, time 247.10, cls_loss 0.0013 cls_loss_mapping 0.0014 cls_loss_causal 0.4444 re_mapping 0.0025 re_causal 0.0077 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 338, time 247.26, cls_loss 0.0010 cls_loss_mapping 0.0011 cls_loss_causal 0.4533 re_mapping 0.0023 re_causal 0.0076 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 339, time 247.32, cls_loss 0.0014 cls_loss_mapping 0.0020 cls_loss_causal 0.4566 re_mapping 0.0024 re_causal 0.0076 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 340, time 247.16, cls_loss 0.0010 cls_loss_mapping 0.0010 cls_loss_causal 0.4598 re_mapping 0.0026 re_causal 0.0080 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 341, time 247.15, cls_loss 0.0012 cls_loss_mapping 0.0015 cls_loss_causal 0.4526 re_mapping 0.0026 re_causal 0.0077 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 342, time 247.51, cls_loss 0.0011 cls_loss_mapping 0.0013 cls_loss_causal 0.5016 re_mapping 0.0026 re_causal 0.0084 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 343, time 247.38, cls_loss 0.0015 cls_loss_mapping 0.0015 cls_loss_causal 0.4960 re_mapping 0.0025 re_causal 0.0076 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 344, time 247.23, cls_loss 0.0013 cls_loss_mapping 0.0020 cls_loss_causal 0.4559 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 345, time 247.50, cls_loss 0.0012 cls_loss_mapping 0.0015 cls_loss_causal 0.4610 re_mapping 0.0026 re_causal 0.0080 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 346, time 247.38, cls_loss 0.0017 cls_loss_mapping 0.0023 cls_loss_causal 0.4869 re_mapping 0.0025 re_causal 0.0075 /// teacc 98.91 lr 0.00010000
100
0.0001
changing lr
epoch 347, time 247.37, cls_loss 0.0012 cls_loss_mapping 0.0014 cls_loss_causal 0.4465 re_mapping 0.0025 re_causal 0.0076 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 348, time 247.38, cls_loss 0.0013 cls_loss_mapping 0.0014 cls_loss_causal 0.4634 re_mapping 0.0026 re_causal 0.0077 /// teacc 98.95 lr 0.00010000
100
0.0001
changing lr
epoch 349, time 247.41, cls_loss 0.0014 cls_loss_mapping 0.0017 cls_loss_causal 0.4596 re_mapping 0.0025 re_causal 0.0073 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 350, time 246.99, cls_loss 0.0013 cls_loss_mapping 0.0013 cls_loss_causal 0.4557 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 351, time 247.25, cls_loss 0.0012 cls_loss_mapping 0.0014 cls_loss_causal 0.4623 re_mapping 0.0025 re_causal 0.0075 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 352, time 247.18, cls_loss 0.0016 cls_loss_mapping 0.0016 cls_loss_causal 0.4614 re_mapping 0.0025 re_causal 0.0074 /// teacc 99.15 lr 0.00010000
100
0.0001
changing lr
epoch 353, time 246.88, cls_loss 0.0011 cls_loss_mapping 0.0014 cls_loss_causal 0.4559 re_mapping 0.0026 re_causal 0.0080 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 354, time 247.59, cls_loss 0.0008 cls_loss_mapping 0.0011 cls_loss_causal 0.4315 re_mapping 0.0025 re_causal 0.0079 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 355, time 247.21, cls_loss 0.0013 cls_loss_mapping 0.0017 cls_loss_causal 0.4696 re_mapping 0.0025 re_causal 0.0078 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 356, time 247.56, cls_loss 0.0017 cls_loss_mapping 0.0026 cls_loss_causal 0.4666 re_mapping 0.0025 re_causal 0.0077 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 357, time 247.29, cls_loss 0.0010 cls_loss_mapping 0.0014 cls_loss_causal 0.4475 re_mapping 0.0024 re_causal 0.0075 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 358, time 247.22, cls_loss 0.0011 cls_loss_mapping 0.0014 cls_loss_causal 0.4710 re_mapping 0.0025 re_causal 0.0077 /// teacc 99.17 lr 0.00010000
100
0.0001
changing lr
epoch 359, time 247.26, cls_loss 0.0011 cls_loss_mapping 0.0012 cls_loss_causal 0.4392 re_mapping 0.0024 re_causal 0.0073 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 360, time 247.41, cls_loss 0.0011 cls_loss_mapping 0.0013 cls_loss_causal 0.4256 re_mapping 0.0024 re_causal 0.0071 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 361, time 247.29, cls_loss 0.0011 cls_loss_mapping 0.0011 cls_loss_causal 0.4301 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 362, time 247.23, cls_loss 0.0012 cls_loss_mapping 0.0020 cls_loss_causal 0.4589 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 363, time 247.09, cls_loss 0.0012 cls_loss_mapping 0.0018 cls_loss_causal 0.4652 re_mapping 0.0026 re_causal 0.0077 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 364, time 246.92, cls_loss 0.0014 cls_loss_mapping 0.0011 cls_loss_causal 0.4869 re_mapping 0.0024 re_causal 0.0071 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 365, time 247.20, cls_loss 0.0020 cls_loss_mapping 0.0026 cls_loss_causal 0.4712 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 366, time 247.23, cls_loss 0.0011 cls_loss_mapping 0.0017 cls_loss_causal 0.4724 re_mapping 0.0025 re_causal 0.0078 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 367, time 247.13, cls_loss 0.0015 cls_loss_mapping 0.0021 cls_loss_causal 0.4755 re_mapping 0.0023 re_causal 0.0072 /// teacc 99.08 lr 0.00010000
100
0.0001
changing lr
epoch 368, time 247.27, cls_loss 0.0020 cls_loss_mapping 0.0022 cls_loss_causal 0.4718 re_mapping 0.0024 re_causal 0.0073 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 369, time 247.12, cls_loss 0.0019 cls_loss_mapping 0.0024 cls_loss_causal 0.4716 re_mapping 0.0025 re_causal 0.0074 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 370, time 246.83, cls_loss 0.0014 cls_loss_mapping 0.0017 cls_loss_causal 0.4717 re_mapping 0.0026 re_causal 0.0074 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 371, time 246.80, cls_loss 0.0009 cls_loss_mapping 0.0011 cls_loss_causal 0.4637 re_mapping 0.0024 re_causal 0.0076 /// teacc 99.11 lr 0.00010000
100
0.0001
changing lr
epoch 372, time 246.84, cls_loss 0.0010 cls_loss_mapping 0.0013 cls_loss_causal 0.4744 re_mapping 0.0026 re_causal 0.0080 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 373, time 246.58, cls_loss 0.0011 cls_loss_mapping 0.0014 cls_loss_causal 0.4420 re_mapping 0.0024 re_causal 0.0071 /// teacc 99.03 lr 0.00010000
100
0.0001
changing lr
epoch 374, time 246.67, cls_loss 0.0012 cls_loss_mapping 0.0014 cls_loss_causal 0.4422 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 375, time 246.70, cls_loss 0.0011 cls_loss_mapping 0.0012 cls_loss_causal 0.4266 re_mapping 0.0024 re_causal 0.0072 /// teacc 98.94 lr 0.00010000
100
0.0001
changing lr
epoch 376, time 247.08, cls_loss 0.0013 cls_loss_mapping 0.0017 cls_loss_causal 0.4453 re_mapping 0.0023 re_causal 0.0071 /// teacc 98.97 lr 0.00010000
100
0.0001
changing lr
epoch 377, time 247.12, cls_loss 0.0011 cls_loss_mapping 0.0016 cls_loss_causal 0.4735 re_mapping 0.0024 re_causal 0.0076 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 378, time 247.23, cls_loss 0.0013 cls_loss_mapping 0.0014 cls_loss_causal 0.4365 re_mapping 0.0022 re_causal 0.0070 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 379, time 247.06, cls_loss 0.0012 cls_loss_mapping 0.0018 cls_loss_causal 0.4635 re_mapping 0.0023 re_causal 0.0070 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 380, time 247.45, cls_loss 0.0008 cls_loss_mapping 0.0011 cls_loss_causal 0.4711 re_mapping 0.0024 re_causal 0.0078 /// teacc 98.98 lr 0.00010000
100
0.0001
changing lr
epoch 381, time 247.57, cls_loss 0.0011 cls_loss_mapping 0.0013 cls_loss_causal 0.4574 re_mapping 0.0022 re_causal 0.0069 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 382, time 247.44, cls_loss 0.0013 cls_loss_mapping 0.0023 cls_loss_causal 0.4559 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 383, time 247.33, cls_loss 0.0013 cls_loss_mapping 0.0031 cls_loss_causal 0.4570 re_mapping 0.0026 re_causal 0.0074 /// teacc 98.99 lr 0.00010000
100
0.0001
changing lr
epoch 384, time 247.28, cls_loss 0.0020 cls_loss_mapping 0.0025 cls_loss_causal 0.4635 re_mapping 0.0024 re_causal 0.0074 /// teacc 98.94 lr 0.00010000
100
0.0001
changing lr
epoch 385, time 247.44, cls_loss 0.0013 cls_loss_mapping 0.0017 cls_loss_causal 0.4457 re_mapping 0.0024 re_causal 0.0070 /// teacc 99.00 lr 0.00010000
100
0.0001
changing lr
epoch 386, time 247.08, cls_loss 0.0013 cls_loss_mapping 0.0015 cls_loss_causal 0.4753 re_mapping 0.0022 re_causal 0.0070 /// teacc 99.05 lr 0.00010000
100
0.0001
changing lr
epoch 387, time 247.01, cls_loss 0.0013 cls_loss_mapping 0.0018 cls_loss_causal 0.4634 re_mapping 0.0025 re_causal 0.0076 /// teacc 99.02 lr 0.00010000
100
0.0001
changing lr
epoch 388, time 247.20, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4897 re_mapping 0.0023 re_causal 0.0072 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 389, time 247.17, cls_loss 0.0012 cls_loss_mapping 0.0020 cls_loss_causal 0.4658 re_mapping 0.0022 re_causal 0.0068 /// teacc 99.04 lr 0.00010000
100
0.0001
changing lr
epoch 390, time 247.07, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4615 re_mapping 0.0023 re_causal 0.0072 /// teacc 99.13 lr 0.00010000
100
0.0001
changing lr
epoch 391, time 247.09, cls_loss 0.0013 cls_loss_mapping 0.0020 cls_loss_causal 0.4522 re_mapping 0.0022 re_causal 0.0068 /// teacc 99.10 lr 0.00010000
100
0.0001
changing lr
epoch 392, time 247.11, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4690 re_mapping 0.0023 re_causal 0.0074 /// teacc 99.09 lr 0.00010000
100
0.0001
changing lr
epoch 393, time 246.80, cls_loss 0.0009 cls_loss_mapping 0.0013 cls_loss_causal 0.4457 re_mapping 0.0024 re_causal 0.0075 /// teacc 99.14 lr 0.00010000
100
0.0001
changing lr
epoch 394, time 247.16, cls_loss 0.0011 cls_loss_mapping 0.0013 cls_loss_causal 0.4379 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.01 lr 0.00010000
100
0.0001
changing lr
epoch 395, time 247.64, cls_loss 0.0012 cls_loss_mapping 0.0014 cls_loss_causal 0.4345 re_mapping 0.0024 re_causal 0.0074 /// teacc 99.12 lr 0.00010000
100
0.0001
changing lr
epoch 396, time 247.37, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4401 re_mapping 0.0024 re_causal 0.0072 /// teacc 99.07 lr 0.00010000
100
0.0001
changing lr
epoch 397, time 247.54, cls_loss 0.0011 cls_loss_mapping 0.0015 cls_loss_causal 0.4345 re_mapping 0.0022 re_causal 0.0070 /// teacc 99.06 lr 0.00010000
100
0.0001
changing lr
epoch 398, time 247.34, cls_loss 0.0010 cls_loss_mapping 0.0011 cls_loss_causal 0.4310 re_mapping 0.0023 re_causal 0.0071 /// teacc 99.16 lr 0.00010000
100
0.0001
changing lr
epoch 399, time 246.86, cls_loss 0.0008 cls_loss_mapping 0.0010 cls_loss_causal 0.4484 re_mapping 0.0023 re_causal 0.0074 /// teacc 99.11 lr 0.00001000
100
1e-05
changing lr
epoch 400, time 247.11, cls_loss 0.0010 cls_loss_mapping 0.0015 cls_loss_causal 0.4272 re_mapping 0.0023 re_causal 0.0071 /// teacc 99.14 lr 0.00001000
100
1e-05
changing lr
epoch 401, time 247.02, cls_loss 0.0009 cls_loss_mapping 0.0009 cls_loss_causal 0.4241 re_mapping 0.0022 re_causal 0.0068 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 402, time 247.20, cls_loss 0.0009 cls_loss_mapping 0.0007 cls_loss_causal 0.4582 re_mapping 0.0020 re_causal 0.0069 /// teacc 99.17 lr 0.00001000
100
1e-05
changing lr
epoch 403, time 247.43, cls_loss 0.0009 cls_loss_mapping 0.0007 cls_loss_causal 0.4785 re_mapping 0.0020 re_causal 0.0071 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 404, time 246.87, cls_loss 0.0009 cls_loss_mapping 0.0006 cls_loss_causal 0.4336 re_mapping 0.0020 re_causal 0.0066 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 405, time 247.03, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4119 re_mapping 0.0019 re_causal 0.0066 /// teacc 99.18 lr 0.00001000
100
1e-05
changing lr
epoch 406, time 247.20, cls_loss 0.0009 cls_loss_mapping 0.0006 cls_loss_causal 0.4492 re_mapping 0.0020 re_causal 0.0067 /// teacc 99.19 lr 0.00001000
100
1e-05
changing lr
epoch 407, time 247.14, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4428 re_mapping 0.0019 re_causal 0.0067 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 408, time 246.95, cls_loss 0.0008 cls_loss_mapping 0.0006 cls_loss_causal 0.4292 re_mapping 0.0019 re_causal 0.0065 /// teacc 99.19 lr 0.00001000
100
1e-05
changing lr
epoch 409, time 247.07, cls_loss 0.0009 cls_loss_mapping 0.0006 cls_loss_causal 0.4267 re_mapping 0.0019 re_causal 0.0063 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 410, time 246.79, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4532 re_mapping 0.0019 re_causal 0.0067 /// teacc 99.20 lr 0.00001000
100
1e-05
changing lr
epoch 411, time 247.28, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4191 re_mapping 0.0018 re_causal 0.0065 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 412, time 247.11, cls_loss 0.0007 cls_loss_mapping 0.0005 cls_loss_causal 0.4227 re_mapping 0.0019 re_causal 0.0066 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 413, time 247.24, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4239 re_mapping 0.0019 re_causal 0.0067 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 414, time 246.99, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4236 re_mapping 0.0018 re_causal 0.0064 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 415, time 247.09, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4173 re_mapping 0.0018 re_causal 0.0064 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 416, time 246.96, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4130 re_mapping 0.0019 re_causal 0.0066 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 417, time 247.21, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4219 re_mapping 0.0018 re_causal 0.0064 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 418, time 247.16, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4107 re_mapping 0.0018 re_causal 0.0064 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 419, time 247.16, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4217 re_mapping 0.0018 re_causal 0.0064 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 420, time 247.03, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4252 re_mapping 0.0017 re_causal 0.0063 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 421, time 246.83, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4170 re_mapping 0.0017 re_causal 0.0063 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 422, time 247.05, cls_loss 0.0007 cls_loss_mapping 0.0005 cls_loss_causal 0.4611 re_mapping 0.0017 re_causal 0.0067 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 423, time 247.12, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4178 re_mapping 0.0017 re_causal 0.0064 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 424, time 246.46, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4336 re_mapping 0.0017 re_causal 0.0063 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 425, time 246.57, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4000 re_mapping 0.0017 re_causal 0.0060 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 426, time 246.61, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4221 re_mapping 0.0017 re_causal 0.0062 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 427, time 246.74, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4261 re_mapping 0.0016 re_causal 0.0063 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 428, time 247.08, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4231 re_mapping 0.0017 re_causal 0.0062 /// teacc 99.20 lr 0.00001000
100
1e-05
changing lr
epoch 429, time 247.14, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4139 re_mapping 0.0016 re_causal 0.0061 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 430, time 247.05, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4485 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 431, time 246.93, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.3967 re_mapping 0.0016 re_causal 0.0059 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 432, time 246.91, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4022 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 433, time 246.92, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4053 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 434, time 246.75, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.4163 re_mapping 0.0017 re_causal 0.0063 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 435, time 247.10, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.4253 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.20 lr 0.00001000
100
1e-05
changing lr
epoch 436, time 247.14, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4303 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.20 lr 0.00001000
100
1e-05
changing lr
epoch 437, time 246.97, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4144 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 438, time 247.00, cls_loss 0.0006 cls_loss_mapping 0.0004 cls_loss_causal 0.4147 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 439, time 247.17, cls_loss 0.0006 cls_loss_mapping 0.0004 cls_loss_causal 0.4282 re_mapping 0.0016 re_causal 0.0063 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 440, time 246.86, cls_loss 0.0006 cls_loss_mapping 0.0004 cls_loss_causal 0.3817 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 441, time 246.73, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.4127 re_mapping 0.0016 re_causal 0.0061 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 442, time 247.03, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4147 re_mapping 0.0016 re_causal 0.0061 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 443, time 247.06, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4173 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 444, time 246.70, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4060 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 445, time 246.69, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3875 re_mapping 0.0016 re_causal 0.0061 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
---------------------saving model at epoch 446----------------------------------------------------
epoch 446, time 247.46, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.4331 re_mapping 0.0016 re_causal 0.0063 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 447, time 246.73, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.4148 re_mapping 0.0016 re_causal 0.0063 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 448, time 247.05, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4421 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 449, time 246.60, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3929 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
---------------------saving model at epoch 450----------------------------------------------------
epoch 450, time 247.44, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4173 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.31 lr 0.00001000
100
1e-05
changing lr
epoch 451, time 246.85, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4352 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 452, time 246.56, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4248 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 453, time 246.71, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4208 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 454, time 247.02, cls_loss 0.0009 cls_loss_mapping 0.0005 cls_loss_causal 0.4349 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 455, time 246.71, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4133 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 456, time 246.84, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4097 re_mapping 0.0015 re_causal 0.0060 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 457, time 246.87, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3905 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 458, time 246.86, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.3884 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 459, time 246.68, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.3983 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 460, time 246.95, cls_loss 0.0006 cls_loss_mapping 0.0004 cls_loss_causal 0.4410 re_mapping 0.0016 re_causal 0.0062 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 461, time 246.76, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4042 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 462, time 247.25, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4222 re_mapping 0.0016 re_causal 0.0060 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 463, time 247.13, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4288 re_mapping 0.0015 re_causal 0.0057 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 464, time 247.10, cls_loss 0.0010 cls_loss_mapping 0.0005 cls_loss_causal 0.4350 re_mapping 0.0015 re_causal 0.0057 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 465, time 247.08, cls_loss 0.0009 cls_loss_mapping 0.0005 cls_loss_causal 0.4409 re_mapping 0.0014 re_causal 0.0057 /// teacc 99.29 lr 0.00001000
100
1e-05
changing lr
epoch 466, time 246.90, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.3901 re_mapping 0.0015 re_causal 0.0056 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 467, time 247.04, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4076 re_mapping 0.0015 re_causal 0.0057 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 468, time 246.84, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.3978 re_mapping 0.0015 re_causal 0.0056 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 469, time 246.98, cls_loss 0.0008 cls_loss_mapping 0.0005 cls_loss_causal 0.4259 re_mapping 0.0015 re_causal 0.0057 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 470, time 246.99, cls_loss 0.0009 cls_loss_mapping 0.0005 cls_loss_causal 0.4459 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 471, time 247.05, cls_loss 0.0009 cls_loss_mapping 0.0005 cls_loss_causal 0.4229 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 472, time 246.98, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4319 re_mapping 0.0014 re_causal 0.0058 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 473, time 246.98, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4292 re_mapping 0.0014 re_causal 0.0058 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 474, time 247.17, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4197 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 475, time 247.03, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.3734 re_mapping 0.0015 re_causal 0.0057 /// teacc 99.29 lr 0.00001000
100
1e-05
changing lr
epoch 476, time 247.30, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.3885 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 477, time 248.54, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.4097 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 478, time 247.02, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4113 re_mapping 0.0014 re_causal 0.0057 /// teacc 99.23 lr 0.00001000
100
1e-05
changing lr
epoch 479, time 247.12, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.3727 re_mapping 0.0014 re_causal 0.0054 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 480, time 246.85, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.4400 re_mapping 0.0015 re_causal 0.0060 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 481, time 246.83, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4142 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 482, time 246.97, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4060 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.24 lr 0.00001000
100
1e-05
changing lr
epoch 483, time 246.78, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4004 re_mapping 0.0014 re_causal 0.0055 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 484, time 246.96, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4422 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.28 lr 0.00001000
100
1e-05
changing lr
epoch 485, time 246.70, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3912 re_mapping 0.0014 re_causal 0.0055 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 486, time 247.02, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.3976 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 487, time 246.77, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.4313 re_mapping 0.0015 re_causal 0.0060 /// teacc 99.26 lr 0.00001000
100
1e-05
changing lr
epoch 488, time 246.95, cls_loss 0.0007 cls_loss_mapping 0.0003 cls_loss_causal 0.4221 re_mapping 0.0015 re_causal 0.0059 /// teacc 99.27 lr 0.00001000
100
1e-05
changing lr
epoch 489, time 246.76, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4082 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.25 lr 0.00001000
100
1e-05
changing lr
epoch 490, time 246.83, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4112 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 491, time 246.79, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3886 re_mapping 0.0015 re_causal 0.0055 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 492, time 246.78, cls_loss 0.0006 cls_loss_mapping 0.0003 cls_loss_causal 0.4168 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 493, time 246.88, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4221 re_mapping 0.0014 re_causal 0.0057 /// teacc 99.20 lr 0.00001000
100
1e-05
changing lr
epoch 494, time 246.71, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4312 re_mapping 0.0015 re_causal 0.0058 /// teacc 99.19 lr 0.00001000
100
1e-05
changing lr
epoch 495, time 246.90, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.4413 re_mapping 0.0014 re_causal 0.0059 /// teacc 99.21 lr 0.00001000
100
1e-05
changing lr
epoch 496, time 246.63, cls_loss 0.0009 cls_loss_mapping 0.0004 cls_loss_causal 0.4036 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.22 lr 0.00001000
100
1e-05
changing lr
epoch 497, time 246.91, cls_loss 0.0009 cls_loss_mapping 0.0004 cls_loss_causal 0.4220 re_mapping 0.0014 re_causal 0.0057 /// teacc 99.18 lr 0.00001000
100
1e-05
changing lr
epoch 498, time 247.19, cls_loss 0.0008 cls_loss_mapping 0.0004 cls_loss_causal 0.4161 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.17 lr 0.00001000
100
1e-05
changing lr
epoch 499, time 247.07, cls_loss 0.0007 cls_loss_mapping 0.0004 cls_loss_causal 0.3912 re_mapping 0.0014 re_causal 0.0056 /// teacc 99.19 lr 0.00001000
---------------------saving last model at epoch 499----------------------------------------------------
/home/yuqian_fu
{'gpu': '0', 'svroot': '/data/work-gcp-europe-west4-a/yuqian_fu/datasets/SingleSourceDG/saved-digit/CA_multiple_14fa_all_ep500_lr1e-4_lr_schedulerStep0.8_bs32_lamCa_1_lamRe_1_cls1_adt2_EW2_100_rmTrue_rnTrue_str3_ReProduceMetaCausal', 'svpath': '/data/work-gcp-europe-west4-a/yuqian_fu/datasets/SingleSourceDG/saved-digit/CA_multiple_14fa_all_ep500_lr1e-4_lr_schedulerStep0.8_bs32_lamCa_1_lamRe_1_cls1_adt2_EW2_100_rmTrue_rnTrue_str3_ReProduceMetaCausal/14factor_best.csv', 'channels': 3, 'factor_num': 14, 'stride': 3, 'epoch': 'best', 'eval_mapping': True}
loading weight of best
randm: False
stride: 3
loading weight of best
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Using downloaded and verified file: /home/yuqian_fu/.pytorch/SVHN/test_32x32.mat