Device: cuda GPU: NVIDIA GeForce RTX 2080 Ti, VRAM: 11.6 GB Mode: Point Cloud (DP3-style, min-max normalization) PointCloud Dataset: 24621 samples from 200 episodes, state_dim=23, n_points=1024, grasp_types=4 Model parameters: 34,621,365 Mixed precision (AMP) enabled Training (PC mode): 3000 epochs, 192 batches/epoch, batch=128 obs_horizon=2, pred_horizon=16, diffusion_steps=100 state_dim=23, action_dim=23 Epoch 1/3000 loss=0.657943 lr=3.84e-05 time=46.5s Epoch 2/3000 loss=0.195164 lr=7.68e-05 time=10.3s Epoch 3/3000 loss=0.092929 lr=1.00e-04 time=10.4s Epoch 4/3000 loss=0.057709 lr=1.00e-04 time=10.2s Epoch 5/3000 loss=0.051746 lr=1.00e-04 time=10.3s Epoch 6/3000 loss=0.047306 lr=1.00e-04 time=10.2s Epoch 7/3000 loss=0.043590 lr=1.00e-04 time=10.5s Epoch 8/3000 loss=0.042544 lr=1.00e-04 time=10.8s Epoch 9/3000 loss=0.040041 lr=1.00e-04 time=10.5s Epoch 10/3000 loss=0.038747 lr=1.00e-04 time=10.4s Epoch 11/3000 loss=0.037895 lr=1.00e-04 time=10.4s Epoch 12/3000 loss=0.037603 lr=1.00e-04 time=10.4s Epoch 13/3000 loss=0.035756 lr=1.00e-04 time=10.3s Epoch 14/3000 loss=0.035577 lr=1.00e-04 time=10.2s Epoch 15/3000 loss=0.034333 lr=1.00e-04 time=10.4s Epoch 16/3000 loss=0.033954 lr=1.00e-04 time=10.2s Epoch 17/3000 loss=0.033615 lr=1.00e-04 time=10.3s Epoch 18/3000 loss=0.033405 lr=1.00e-04 time=10.3s Epoch 19/3000 loss=0.032650 lr=1.00e-04 time=10.3s Epoch 20/3000 loss=0.031777 lr=1.00e-04 time=10.3s Epoch 21/3000 loss=0.031276 lr=1.00e-04 time=10.3s Epoch 22/3000 loss=0.032414 lr=1.00e-04 time=10.3s Epoch 23/3000 loss=0.031742 lr=1.00e-04 time=10.2s Epoch 24/3000 loss=0.030727 lr=1.00e-04 time=10.2s Epoch 25/3000 loss=0.030903 lr=1.00e-04 time=10.3s Epoch 26/3000 loss=0.030050 lr=1.00e-04 time=10.2s Epoch 27/3000 loss=0.030644 lr=1.00e-04 time=10.3s Epoch 28/3000 loss=0.030558 lr=1.00e-04 time=10.2s Epoch 29/3000 loss=0.029444 lr=1.00e-04 time=10.2s Epoch 30/3000 loss=0.029529 lr=1.00e-04 time=10.2s Epoch 31/3000 loss=0.028634 lr=1.00e-04 time=10.2s Epoch 32/3000 loss=0.029008 lr=1.00e-04 time=10.2s Epoch 33/3000 loss=0.029130 lr=1.00e-04 time=10.2s Epoch 34/3000 loss=0.029002 lr=1.00e-04 time=10.2s Epoch 35/3000 loss=0.028396 lr=1.00e-04 time=10.3s Epoch 36/3000 loss=0.027851 lr=1.00e-04 time=10.5s Epoch 37/3000 loss=0.028416 lr=1.00e-04 time=10.7s Epoch 38/3000 loss=0.027705 lr=1.00e-04 time=10.4s Epoch 39/3000 loss=0.027524 lr=1.00e-04 time=10.5s Epoch 40/3000 loss=0.027857 lr=1.00e-04 time=10.5s Epoch 41/3000 loss=0.027477 lr=1.00e-04 time=10.4s Epoch 42/3000 loss=0.027220 lr=1.00e-04 time=10.5s Epoch 43/3000 loss=0.027114 lr=1.00e-04 time=10.4s Epoch 44/3000 loss=0.026591 lr=1.00e-04 time=10.4s Epoch 45/3000 loss=0.027139 lr=1.00e-04 time=10.3s Epoch 46/3000 loss=0.026762 lr=9.99e-05 time=10.3s Epoch 47/3000 loss=0.026640 lr=9.99e-05 time=10.2s Epoch 48/3000 loss=0.026532 lr=9.99e-05 time=10.3s Epoch 49/3000 loss=0.025804 lr=9.99e-05 time=10.3s Epoch 50/3000 loss=0.025757 lr=9.99e-05 time=10.3s Epoch 51/3000 loss=0.025342 lr=9.99e-05 time=10.4s Epoch 52/3000 loss=0.026052 lr=9.99e-05 time=10.2s Epoch 53/3000 loss=0.024755 lr=9.99e-05 time=10.2s Epoch 54/3000 loss=0.025692 lr=9.99e-05 time=10.2s Epoch 55/3000 loss=0.025336 lr=9.99e-05 time=10.2s Epoch 56/3000 loss=0.025790 lr=9.99e-05 time=10.3s Epoch 57/3000 loss=0.024672 lr=9.99e-05 time=10.3s Epoch 58/3000 loss=0.024851 lr=9.99e-05 time=10.4s Epoch 59/3000 loss=0.024440 lr=9.99e-05 time=10.4s Epoch 60/3000 loss=0.024874 lr=9.99e-05 time=10.3s Epoch 61/3000 loss=0.024571 lr=9.99e-05 time=10.3s Epoch 62/3000 loss=0.024353 lr=9.99e-05 time=10.3s Epoch 63/3000 loss=0.024548 lr=9.99e-05 time=10.5s Epoch 64/3000 loss=0.024422 lr=9.99e-05 time=10.3s Epoch 65/3000 loss=0.024037 lr=9.99e-05 time=10.3s Epoch 66/3000 loss=0.023825 lr=9.99e-05 time=10.3s Epoch 67/3000 loss=0.024109 lr=9.99e-05 time=10.3s Epoch 68/3000 loss=0.023231 lr=9.99e-05 time=10.3s Epoch 69/3000 loss=0.023456 lr=9.99e-05 time=10.4s Epoch 70/3000 loss=0.023644 lr=9.99e-05 time=10.5s Epoch 71/3000 loss=0.023397 lr=9.99e-05 time=10.4s Epoch 72/3000 loss=0.023463 lr=9.99e-05 time=10.3s Epoch 73/3000 loss=0.023067 lr=9.99e-05 time=10.3s Epoch 74/3000 loss=0.023191 lr=9.99e-05 time=10.4s Epoch 75/3000 loss=0.022981 lr=9.99e-05 time=10.3s Epoch 76/3000 loss=0.022926 lr=9.99e-05 time=10.5s Epoch 77/3000 loss=0.022783 lr=9.98e-05 time=10.9s Epoch 78/3000 loss=0.022482 lr=9.98e-05 time=10.9s Epoch 79/3000 loss=0.022568 lr=9.98e-05 time=10.9s Epoch 80/3000 loss=0.022163 lr=9.98e-05 time=10.6s Epoch 81/3000 loss=0.022133 lr=9.98e-05 time=10.8s Epoch 82/3000 loss=0.022225 lr=9.98e-05 time=10.9s Epoch 83/3000 loss=0.022614 lr=9.98e-05 time=10.8s Epoch 84/3000 loss=0.022249 lr=9.98e-05 time=10.8s Epoch 85/3000 loss=0.021860 lr=9.98e-05 time=10.7s Epoch 86/3000 loss=0.021098 lr=9.98e-05 time=10.8s Epoch 87/3000 loss=0.022200 lr=9.98e-05 time=10.8s Epoch 88/3000 loss=0.021212 lr=9.98e-05 time=11.1s Epoch 89/3000 loss=0.021719 lr=9.98e-05 time=10.7s Epoch 90/3000 loss=0.021405 lr=9.98e-05 time=10.8s Epoch 91/3000 loss=0.021275 lr=9.98e-05 time=10.9s Epoch 92/3000 loss=0.021066 lr=9.98e-05 time=10.9s Epoch 93/3000 loss=0.021161 lr=9.98e-05 time=10.9s Epoch 94/3000 loss=0.020675 lr=9.98e-05 time=10.8s Epoch 95/3000 loss=0.020295 lr=9.98e-05 time=10.9s Epoch 96/3000 loss=0.020488 lr=9.98e-05 time=10.9s Epoch 97/3000 loss=0.020421 lr=9.98e-05 time=10.6s Epoch 98/3000 loss=0.020256 lr=9.98e-05 time=10.7s Epoch 99/3000 loss=0.020463 lr=9.97e-05 time=10.7s Epoch 100/3000 loss=0.020034 lr=9.97e-05 time=10.6s Epoch 101/3000 loss=0.020148 lr=9.97e-05 time=10.8s Epoch 102/3000 loss=0.019524 lr=9.97e-05 time=10.9s Epoch 103/3000 loss=0.019626 lr=9.97e-05 time=10.7s Epoch 104/3000 loss=0.019807 lr=9.97e-05 time=10.6s Epoch 105/3000 loss=0.019472 lr=9.97e-05 time=10.5s Epoch 106/3000 loss=0.019917 lr=9.97e-05 time=10.7s Epoch 107/3000 loss=0.019364 lr=9.97e-05 time=10.8s Epoch 108/3000 loss=0.019425 lr=9.97e-05 time=10.8s Epoch 109/3000 loss=0.019621 lr=9.97e-05 time=10.8s Epoch 110/3000 loss=0.019047 lr=9.97e-05 time=10.8s Epoch 111/3000 loss=0.018749 lr=9.97e-05 time=10.9s Epoch 112/3000 loss=0.019365 lr=9.97e-05 time=10.7s Epoch 113/3000 loss=0.018580 lr=9.97e-05 time=10.7s Epoch 114/3000 loss=0.018738 lr=9.97e-05 time=10.9s Epoch 115/3000 loss=0.019278 lr=9.97e-05 time=10.7s Epoch 116/3000 loss=0.018407 lr=9.96e-05 time=10.7s Epoch 117/3000 loss=0.018945 lr=9.96e-05 time=10.8s Epoch 118/3000 loss=0.018432 lr=9.96e-05 time=10.8s Epoch 119/3000 loss=0.018387 lr=9.96e-05 time=10.7s Epoch 120/3000 loss=0.018425 lr=9.96e-05 time=10.8s Epoch 121/3000 loss=0.018854 lr=9.96e-05 time=10.7s Epoch 122/3000 loss=0.018186 lr=9.96e-05 time=10.7s Epoch 123/3000 loss=0.018614 lr=9.96e-05 time=10.7s Epoch 124/3000 loss=0.018357 lr=9.96e-05 time=10.8s Epoch 125/3000 loss=0.018146 lr=9.96e-05 time=10.8s Epoch 126/3000 loss=0.017544 lr=9.96e-05 time=10.7s Epoch 127/3000 loss=0.017957 lr=9.96e-05 time=10.7s Epoch 128/3000 loss=0.017770 lr=9.96e-05 time=10.7s Epoch 129/3000 loss=0.017987 lr=9.96e-05 time=10.7s Epoch 130/3000 loss=0.017875 lr=9.96e-05 time=10.7s Epoch 131/3000 loss=0.017809 lr=9.95e-05 time=10.8s Epoch 132/3000 loss=0.017536 lr=9.95e-05 time=11.0s Epoch 133/3000 loss=0.017331 lr=9.95e-05 time=10.9s Epoch 134/3000 loss=0.017022 lr=9.95e-05 time=10.8s Epoch 135/3000 loss=0.017383 lr=9.95e-05 time=10.8s Epoch 136/3000 loss=0.017275 lr=9.95e-05 time=10.8s Epoch 137/3000 loss=0.016875 lr=9.95e-05 time=10.8s Epoch 138/3000 loss=0.017448 lr=9.95e-05 time=10.8s Epoch 139/3000 loss=0.016590 lr=9.95e-05 time=10.8s Epoch 140/3000 loss=0.016680 lr=9.95e-05 time=10.7s Epoch 141/3000 loss=0.016764 lr=9.95e-05 time=10.7s Epoch 142/3000 loss=0.016875 lr=9.95e-05 time=10.8s Epoch 143/3000 loss=0.016685 lr=9.95e-05 time=10.8s Epoch 144/3000 loss=0.016550 lr=9.95e-05 time=10.7s Epoch 145/3000 loss=0.016315 lr=9.94e-05 time=10.8s Epoch 146/3000 loss=0.016428 lr=9.94e-05 time=10.8s Epoch 147/3000 loss=0.016374 lr=9.94e-05 time=10.7s Epoch 148/3000 loss=0.016729 lr=9.94e-05 time=10.8s Epoch 149/3000 loss=0.016340 lr=9.94e-05 time=10.9s Epoch 150/3000 loss=0.016361 lr=9.94e-05 time=10.8s Epoch 151/3000 loss=0.016631 lr=9.94e-05 time=10.8s Epoch 152/3000 loss=0.016082 lr=9.94e-05 time=10.8s Epoch 153/3000 loss=0.016371 lr=9.94e-05 time=10.8s Epoch 154/3000 loss=0.015785 lr=9.94e-05 time=10.8s Epoch 155/3000 loss=0.015886 lr=9.94e-05 time=10.8s Epoch 156/3000 loss=0.016250 lr=9.94e-05 time=10.6s Epoch 157/3000 loss=0.015734 lr=9.93e-05 time=10.6s Epoch 158/3000 loss=0.015719 lr=9.93e-05 time=10.7s Epoch 159/3000 loss=0.016114 lr=9.93e-05 time=10.8s Epoch 160/3000 loss=0.015899 lr=9.93e-05 time=10.6s Epoch 161/3000 loss=0.015752 lr=9.93e-05 time=10.6s Epoch 162/3000 loss=0.015754 lr=9.93e-05 time=10.5s Epoch 163/3000 loss=0.015612 lr=9.93e-05 time=10.6s Epoch 164/3000 loss=0.015559 lr=9.93e-05 time=10.5s Epoch 165/3000 loss=0.015683 lr=9.93e-05 time=10.6s Epoch 166/3000 loss=0.015696 lr=9.93e-05 time=10.6s Epoch 167/3000 loss=0.015248 lr=9.93e-05 time=10.7s Epoch 168/3000 loss=0.015574 lr=9.93e-05 time=10.8s Epoch 169/3000 loss=0.014864 lr=9.92e-05 time=10.7s Epoch 170/3000 loss=0.014565 lr=9.92e-05 time=10.8s Epoch 171/3000 loss=0.015322 lr=9.92e-05 time=10.6s Epoch 172/3000 loss=0.015099 lr=9.92e-05 time=10.6s Epoch 173/3000 loss=0.014946 lr=9.92e-05 time=10.6s Epoch 174/3000 loss=0.014840 lr=9.92e-05 time=10.6s Epoch 175/3000 loss=0.014954 lr=9.92e-05 time=10.6s Epoch 176/3000 loss=0.015223 lr=9.92e-05 time=10.6s Epoch 177/3000 loss=0.015216 lr=9.92e-05 time=10.7s Epoch 178/3000 loss=0.014551 lr=9.92e-05 time=10.7s Epoch 179/3000 loss=0.014985 lr=9.91e-05 time=10.8s Epoch 180/3000 loss=0.014531 lr=9.91e-05 time=10.8s Epoch 181/3000 loss=0.014571 lr=9.91e-05 time=10.7s Epoch 182/3000 loss=0.014495 lr=9.91e-05 time=10.6s Epoch 183/3000 loss=0.014564 lr=9.91e-05 time=10.6s Epoch 184/3000 loss=0.014654 lr=9.91e-05 time=10.6s Epoch 185/3000 loss=0.014567 lr=9.91e-05 time=10.6s Epoch 186/3000 loss=0.014795 lr=9.91e-05 time=10.6s Epoch 187/3000 loss=0.014392 lr=9.91e-05 time=10.6s Epoch 188/3000 loss=0.014520 lr=9.91e-05 time=10.6s Epoch 189/3000 loss=0.014353 lr=9.90e-05 time=10.6s Epoch 190/3000 loss=0.013981 lr=9.90e-05 time=10.6s Epoch 191/3000 loss=0.014226 lr=9.90e-05 time=10.8s Epoch 192/3000 loss=0.014213 lr=9.90e-05 time=10.7s Epoch 193/3000 loss=0.014383 lr=9.90e-05 time=10.6s Epoch 194/3000 loss=0.014417 lr=9.90e-05 time=10.7s Epoch 195/3000 loss=0.014254 lr=9.90e-05 time=10.7s Epoch 196/3000 loss=0.013848 lr=9.90e-05 time=10.7s Epoch 197/3000 loss=0.013983 lr=9.90e-05 time=10.8s Epoch 198/3000 loss=0.014066 lr=9.90e-05 time=10.7s Epoch 199/3000 loss=0.013989 lr=9.89e-05 time=10.7s Epoch 200/3000 loss=0.014322 lr=9.89e-05 time=10.8s Epoch 201/3000 loss=0.013431 lr=9.89e-05 time=10.9s Epoch 202/3000 loss=0.013953 lr=9.89e-05 time=10.9s Epoch 203/3000 loss=0.014115 lr=9.89e-05 time=10.7s Epoch 204/3000 loss=0.013521 lr=9.89e-05 time=10.8s Epoch 205/3000 loss=0.013650 lr=9.89e-05 time=10.8s Epoch 206/3000 loss=0.014017 lr=9.89e-05 time=10.8s Epoch 207/3000 loss=0.013638 lr=9.89e-05 time=10.8s Epoch 208/3000 loss=0.013349 lr=9.88e-05 time=10.9s Epoch 209/3000 loss=0.013655 lr=9.88e-05 time=10.9s Epoch 210/3000 loss=0.013711 lr=9.88e-05 time=10.8s Epoch 211/3000 loss=0.013869 lr=9.88e-05 time=10.9s Epoch 212/3000 loss=0.013317 lr=9.88e-05 time=10.9s Epoch 213/3000 loss=0.013511 lr=9.88e-05 time=11.0s Epoch 214/3000 loss=0.013824 lr=9.88e-05 time=10.5s Epoch 215/3000 loss=0.013581 lr=9.88e-05 time=10.7s Epoch 216/3000 loss=0.012962 lr=9.88e-05 time=10.7s Epoch 217/3000 loss=0.013158 lr=9.87e-05 time=10.6s Epoch 218/3000 loss=0.013389 lr=9.87e-05 time=10.6s Epoch 219/3000 loss=0.013295 lr=9.87e-05 time=10.7s Epoch 220/3000 loss=0.013291 lr=9.87e-05 time=10.8s Epoch 221/3000 loss=0.012996 lr=9.87e-05 time=10.6s Epoch 222/3000 loss=0.012915 lr=9.87e-05 time=10.5s Epoch 223/3000 loss=0.012863 lr=9.87e-05 time=10.6s Epoch 224/3000 loss=0.012994 lr=9.87e-05 time=10.6s Epoch 225/3000 loss=0.013131 lr=9.86e-05 time=10.5s Epoch 226/3000 loss=0.013140 lr=9.86e-05 time=10.6s Epoch 227/3000 loss=0.013220 lr=9.86e-05 time=10.6s Epoch 228/3000 loss=0.013147 lr=9.86e-05 time=10.5s Epoch 229/3000 loss=0.012692 lr=9.86e-05 time=10.4s Epoch 230/3000 loss=0.012742 lr=9.86e-05 time=10.6s Epoch 231/3000 loss=0.012919 lr=9.86e-05 time=10.5s Epoch 232/3000 loss=0.012773 lr=9.86e-05 time=10.5s Epoch 233/3000 loss=0.012678 lr=9.85e-05 time=10.6s Epoch 234/3000 loss=0.012801 lr=9.85e-05 time=10.5s Epoch 235/3000 loss=0.012753 lr=9.85e-05 time=10.5s Epoch 236/3000 loss=0.012698 lr=9.85e-05 time=10.5s Epoch 237/3000 loss=0.012442 lr=9.85e-05 time=10.6s Epoch 238/3000 loss=0.012921 lr=9.85e-05 time=10.8s Epoch 239/3000 loss=0.012906 lr=9.85e-05 time=10.9s Epoch 240/3000 loss=0.012887 lr=9.85e-05 time=10.5s Epoch 241/3000 loss=0.012588 lr=9.84e-05 time=10.6s Epoch 242/3000 loss=0.012454 lr=9.84e-05 time=10.5s Epoch 243/3000 loss=0.012371 lr=9.84e-05 time=10.6s Epoch 244/3000 loss=0.012958 lr=9.84e-05 time=10.6s Epoch 245/3000 loss=0.012287 lr=9.84e-05 time=10.6s Epoch 246/3000 loss=0.012570 lr=9.84e-05 time=10.6s Epoch 247/3000 loss=0.012363 lr=9.84e-05 time=10.5s Epoch 248/3000 loss=0.012570 lr=9.84e-05 time=10.5s Epoch 249/3000 loss=0.012525 lr=9.83e-05 time=10.5s Epoch 250/3000 loss=0.012543 lr=9.83e-05 time=10.5s Epoch 251/3000 loss=0.012401 lr=9.83e-05 time=10.6s Epoch 252/3000 loss=0.012332 lr=9.83e-05 time=10.5s Epoch 253/3000 loss=0.012530 lr=9.83e-05 time=10.5s Epoch 254/3000 loss=0.012043 lr=9.83e-05 time=10.6s Epoch 255/3000 loss=0.012435 lr=9.83e-05 time=10.6s Epoch 256/3000 loss=0.012429 lr=9.82e-05 time=10.4s Epoch 257/3000 loss=0.012351 lr=9.82e-05 time=10.4s Epoch 258/3000 loss=0.012237 lr=9.82e-05 time=10.5s Epoch 259/3000 loss=0.011989 lr=9.82e-05 time=10.5s Epoch 260/3000 loss=0.011919 lr=9.82e-05 time=10.5s Epoch 261/3000 loss=0.012067 lr=9.82e-05 time=10.6s Epoch 262/3000 loss=0.012296 lr=9.82e-05 time=10.5s Epoch 263/3000 loss=0.012076 lr=9.81e-05 time=10.5s Epoch 264/3000 loss=0.012075 lr=9.81e-05 time=10.5s Epoch 265/3000 loss=0.011726 lr=9.81e-05 time=10.5s Epoch 266/3000 loss=0.011705 lr=9.81e-05 time=10.8s Epoch 267/3000 loss=0.012266 lr=9.81e-05 time=10.3s Epoch 268/3000 loss=0.012078 lr=9.81e-05 time=10.2s Epoch 269/3000 loss=0.011560 lr=9.81e-05 time=10.2s Epoch 270/3000 loss=0.012159 lr=9.80e-05 time=10.2s Epoch 271/3000 loss=0.011969 lr=9.80e-05 time=10.3s Epoch 272/3000 loss=0.011626 lr=9.80e-05 time=10.2s Epoch 273/3000 loss=0.012043 lr=9.80e-05 time=10.2s Epoch 274/3000 loss=0.011862 lr=9.80e-05 time=10.2s Epoch 275/3000 loss=0.011791 lr=9.80e-05 time=10.3s Epoch 276/3000 loss=0.012042 lr=9.80e-05 time=10.2s Epoch 277/3000 loss=0.011860 lr=9.79e-05 time=10.3s Epoch 278/3000 loss=0.011578 lr=9.79e-05 time=10.3s Epoch 279/3000 loss=0.012053 lr=9.79e-05 time=10.2s Epoch 280/3000 loss=0.011399 lr=9.79e-05 time=10.2s Epoch 281/3000 loss=0.011272 lr=9.79e-05 time=10.3s Epoch 282/3000 loss=0.011685 lr=9.79e-05 time=10.3s Epoch 283/3000 loss=0.011615 lr=9.79e-05 time=10.2s Epoch 284/3000 loss=0.011793 lr=9.78e-05 time=10.2s Epoch 285/3000 loss=0.011637 lr=9.78e-05 time=10.2s Epoch 286/3000 loss=0.011396 lr=9.78e-05 time=10.2s Epoch 287/3000 loss=0.011418 lr=9.78e-05 time=10.2s Epoch 288/3000 loss=0.011699 lr=9.78e-05 time=10.2s Epoch 289/3000 loss=0.011209 lr=9.78e-05 time=10.3s Epoch 290/3000 loss=0.011380 lr=9.77e-05 time=10.3s Epoch 291/3000 loss=0.011263 lr=9.77e-05 time=10.3s Epoch 292/3000 loss=0.011137 lr=9.77e-05 time=10.2s Epoch 293/3000 loss=0.011308 lr=9.77e-05 time=10.3s Epoch 294/3000 loss=0.011418 lr=9.77e-05 time=10.2s Epoch 295/3000 loss=0.011136 lr=9.77e-05 time=10.2s Epoch 296/3000 loss=0.011247 lr=9.77e-05 time=10.3s Epoch 297/3000 loss=0.011408 lr=9.76e-05 time=10.2s Epoch 298/3000 loss=0.011298 lr=9.76e-05 time=10.2s Epoch 299/3000 loss=0.011219 lr=9.76e-05 time=10.2s Epoch 300/3000 loss=0.011211 lr=9.76e-05 time=10.2s Epoch 301/3000 loss=0.011291 lr=9.76e-05 time=10.2s Epoch 302/3000 loss=0.011179 lr=9.76e-05 time=10.3s Epoch 303/3000 loss=0.011160 lr=9.75e-05 time=10.2s Epoch 304/3000 loss=0.011394 lr=9.75e-05 time=10.2s Epoch 305/3000 loss=0.010783 lr=9.75e-05 time=10.2s Epoch 306/3000 loss=0.011233 lr=9.75e-05 time=10.3s Epoch 307/3000 loss=0.011051 lr=9.75e-05 time=10.2s Epoch 308/3000 loss=0.011068 lr=9.75e-05 time=10.2s Epoch 309/3000 loss=0.011116 lr=9.74e-05 time=10.2s Epoch 310/3000 loss=0.011098 lr=9.74e-05 time=10.2s Epoch 311/3000 loss=0.010785 lr=9.74e-05 time=10.2s Epoch 312/3000 loss=0.010576 lr=9.74e-05 time=10.2s Epoch 313/3000 loss=0.011067 lr=9.74e-05 time=10.4s Epoch 314/3000 loss=0.011083 lr=9.74e-05 time=10.3s Epoch 315/3000 loss=0.010885 lr=9.73e-05 time=10.2s Epoch 316/3000 loss=0.010897 lr=9.73e-05 time=10.2s Epoch 317/3000 loss=0.010809 lr=9.73e-05 time=10.2s Epoch 318/3000 loss=0.010656 lr=9.73e-05 time=10.2s Epoch 319/3000 loss=0.010748 lr=9.73e-05 time=10.3s Epoch 320/3000 loss=0.011089 lr=9.73e-05 time=10.2s Epoch 321/3000 loss=0.010818 lr=9.72e-05 time=10.2s Epoch 322/3000 loss=0.011027 lr=9.72e-05 time=10.2s Epoch 323/3000 loss=0.010901 lr=9.72e-05 time=10.2s Epoch 324/3000 loss=0.010625 lr=9.72e-05 time=10.2s Epoch 325/3000 loss=0.010941 lr=9.72e-05 time=10.2s Epoch 326/3000 loss=0.010874 lr=9.72e-05 time=10.3s Epoch 327/3000 loss=0.010837 lr=9.71e-05 time=10.2s Epoch 328/3000 loss=0.010838 lr=9.71e-05 time=10.2s Epoch 329/3000 loss=0.010649 lr=9.71e-05 time=10.2s Epoch 330/3000 loss=0.010496 lr=9.71e-05 time=10.2s Epoch 331/3000 loss=0.010701 lr=9.71e-05 time=10.4s Epoch 332/3000 loss=0.010541 lr=9.70e-05 time=10.3s Epoch 333/3000 loss=0.010602 lr=9.70e-05 time=10.2s Epoch 334/3000 loss=0.010526 lr=9.70e-05 time=10.2s Epoch 335/3000 loss=0.010478 lr=9.70e-05 time=10.2s Epoch 336/3000 loss=0.010552 lr=9.70e-05 time=10.3s Epoch 337/3000 loss=0.010615 lr=9.70e-05 time=10.2s Epoch 338/3000 loss=0.010620 lr=9.69e-05 time=10.1s Epoch 339/3000 loss=0.010429 lr=9.69e-05 time=10.2s Epoch 340/3000 loss=0.010518 lr=9.69e-05 time=10.3s Epoch 341/3000 loss=0.010478 lr=9.69e-05 time=10.2s Epoch 342/3000 loss=0.010465 lr=9.69e-05 time=10.2s Epoch 343/3000 loss=0.010495 lr=9.69e-05 time=10.1s Epoch 344/3000 loss=0.010360 lr=9.68e-05 time=10.2s Epoch 345/3000 loss=0.010644 lr=9.68e-05 time=10.2s Epoch 346/3000 loss=0.010323 lr=9.68e-05 time=10.3s Epoch 347/3000 loss=0.010089 lr=9.68e-05 time=10.3s Epoch 348/3000 loss=0.010472 lr=9.68e-05 time=10.3s Epoch 349/3000 loss=0.010450 lr=9.67e-05 time=10.2s Epoch 350/3000 loss=0.010214 lr=9.67e-05 time=10.2s Epoch 351/3000 loss=0.010545 lr=9.67e-05 time=10.2s Epoch 352/3000 loss=0.010411 lr=9.67e-05 time=10.2s Epoch 353/3000 loss=0.010130 lr=9.67e-05 time=10.2s Epoch 354/3000 loss=0.010128 lr=9.66e-05 time=10.2s Epoch 355/3000 loss=0.009955 lr=9.66e-05 time=10.2s Epoch 356/3000 loss=0.010381 lr=9.66e-05 time=10.3s Epoch 357/3000 loss=0.010159 lr=9.66e-05 time=10.2s Epoch 358/3000 loss=0.010186 lr=9.66e-05 time=10.2s Epoch 359/3000 loss=0.009970 lr=9.66e-05 time=10.2s Epoch 360/3000 loss=0.010109 lr=9.65e-05 time=10.2s Epoch 361/3000 loss=0.010309 lr=9.65e-05 time=10.3s Epoch 362/3000 loss=0.010332 lr=9.65e-05 time=10.2s Epoch 363/3000 loss=0.009870 lr=9.65e-05 time=10.2s Epoch 364/3000 loss=0.009673 lr=9.65e-05 time=10.3s Epoch 365/3000 loss=0.010206 lr=9.64e-05 time=10.2s Epoch 366/3000 loss=0.009764 lr=9.64e-05 time=10.1s Epoch 367/3000 loss=0.010165 lr=9.64e-05 time=10.1s Epoch 368/3000 loss=0.010012 lr=9.64e-05 time=10.3s Epoch 369/3000 loss=0.010235 lr=9.64e-05 time=10.2s Epoch 370/3000 loss=0.009985 lr=9.63e-05 time=10.2s Epoch 371/3000 loss=0.010078 lr=9.63e-05 time=10.2s Epoch 372/3000 loss=0.009903 lr=9.63e-05 time=10.2s Epoch 373/3000 loss=0.010059 lr=9.63e-05 time=10.2s Epoch 374/3000 loss=0.009861 lr=9.63e-05 time=10.3s Epoch 375/3000 loss=0.009754 lr=9.62e-05 time=10.3s Epoch 376/3000 loss=0.010063 lr=9.62e-05 time=10.3s Epoch 377/3000 loss=0.009681 lr=9.62e-05 time=10.2s Epoch 378/3000 loss=0.010172 lr=9.62e-05 time=10.3s Epoch 379/3000 loss=0.009760 lr=9.62e-05 time=10.3s Epoch 380/3000 loss=0.009798 lr=9.61e-05 time=10.2s Epoch 381/3000 loss=0.009762 lr=9.61e-05 time=10.2s Epoch 382/3000 loss=0.009848 lr=9.61e-05 time=10.2s Epoch 383/3000 loss=0.009659 lr=9.61e-05 time=10.3s Epoch 384/3000 loss=0.009783 lr=9.61e-05 time=10.3s Epoch 385/3000 loss=0.009445 lr=9.60e-05 time=10.2s Epoch 386/3000 loss=0.009626 lr=9.60e-05 time=10.3s Epoch 387/3000 loss=0.010071 lr=9.60e-05 time=10.2s Epoch 388/3000 loss=0.009868 lr=9.60e-05 time=10.2s Epoch 389/3000 loss=0.009784 lr=9.60e-05 time=10.2s Epoch 390/3000 loss=0.009835 lr=9.59e-05 time=10.2s Epoch 391/3000 loss=0.009848 lr=9.59e-05 time=10.3s Epoch 392/3000 loss=0.009297 lr=9.59e-05 time=10.2s Epoch 393/3000 loss=0.009509 lr=9.59e-05 time=10.3s Epoch 394/3000 loss=0.009822 lr=9.59e-05 time=10.2s Epoch 395/3000 loss=0.009463 lr=9.58e-05 time=10.3s Epoch 396/3000 loss=0.009568 lr=9.58e-05 time=10.3s Epoch 397/3000 loss=0.009470 lr=9.58e-05 time=10.3s Epoch 398/3000 loss=0.009283 lr=9.58e-05 time=10.1s Epoch 399/3000 loss=0.009678 lr=9.57e-05 time=10.2s Epoch 400/3000 loss=0.009688 lr=9.57e-05 time=10.2s Epoch 401/3000 loss=0.009741 lr=9.57e-05 time=10.2s Epoch 402/3000 loss=0.009458 lr=9.57e-05 time=10.3s Epoch 403/3000 loss=0.009355 lr=9.57e-05 time=10.3s Epoch 404/3000 loss=0.009699 lr=9.56e-05 time=10.2s Epoch 405/3000 loss=0.009357 lr=9.56e-05 time=10.2s Epoch 406/3000 loss=0.009635 lr=9.56e-05 time=10.2s Epoch 407/3000 loss=0.009336 lr=9.56e-05 time=10.2s Epoch 408/3000 loss=0.009401 lr=9.56e-05 time=10.3s Epoch 409/3000 loss=0.009319 lr=9.55e-05 time=10.3s Epoch 410/3000 loss=0.009472 lr=9.55e-05 time=10.2s Epoch 411/3000 loss=0.009540 lr=9.55e-05 time=10.2s Epoch 412/3000 loss=0.009512 lr=9.55e-05 time=10.2s Epoch 413/3000 loss=0.009370 lr=9.54e-05 time=10.3s Epoch 414/3000 loss=0.009609 lr=9.54e-05 time=10.2s Epoch 415/3000 loss=0.009286 lr=9.54e-05 time=10.2s Epoch 416/3000 loss=0.009229 lr=9.54e-05 time=10.5s Epoch 417/3000 loss=0.009557 lr=9.54e-05 time=10.3s Epoch 418/3000 loss=0.009052 lr=9.53e-05 time=10.3s Epoch 419/3000 loss=0.009277 lr=9.53e-05 time=10.2s Epoch 420/3000 loss=0.009438 lr=9.53e-05 time=10.2s Epoch 421/3000 loss=0.009161 lr=9.53e-05 time=10.2s Epoch 422/3000 loss=0.009272 lr=9.52e-05 time=10.2s Epoch 423/3000 loss=0.009380 lr=9.52e-05 time=10.2s Epoch 424/3000 loss=0.009267 lr=9.52e-05 time=10.2s Epoch 425/3000 loss=0.009350 lr=9.52e-05 time=10.2s Epoch 426/3000 loss=0.009297 lr=9.52e-05 time=10.3s Epoch 427/3000 loss=0.009184 lr=9.51e-05 time=10.2s Epoch 428/3000 loss=0.009270 lr=9.51e-05 time=10.2s Epoch 429/3000 loss=0.009125 lr=9.51e-05 time=10.2s Epoch 430/3000 loss=0.009103 lr=9.51e-05 time=10.3s Epoch 431/3000 loss=0.008851 lr=9.50e-05 time=10.3s Epoch 432/3000 loss=0.009424 lr=9.50e-05 time=10.3s Epoch 433/3000 loss=0.009351 lr=9.50e-05 time=10.3s Epoch 434/3000 loss=0.009025 lr=9.50e-05 time=10.2s Epoch 435/3000 loss=0.009044 lr=9.50e-05 time=10.3s Epoch 436/3000 loss=0.009325 lr=9.49e-05 time=10.2s Epoch 437/3000 loss=0.009283 lr=9.49e-05 time=10.2s Epoch 438/3000 loss=0.009195 lr=9.49e-05 time=10.2s Epoch 439/3000 loss=0.009243 lr=9.49e-05 time=10.2s Epoch 440/3000 loss=0.008770 lr=9.48e-05 time=10.2s Epoch 441/3000 loss=0.009066 lr=9.48e-05 time=10.3s Epoch 442/3000 loss=0.009266 lr=9.48e-05 time=10.2s Epoch 443/3000 loss=0.009144 lr=9.48e-05 time=10.2s Epoch 444/3000 loss=0.008894 lr=9.47e-05 time=10.2s Epoch 445/3000 loss=0.008701 lr=9.47e-05 time=10.2s Epoch 446/3000 loss=0.009011 lr=9.47e-05 time=10.3s Epoch 447/3000 loss=0.009200 lr=9.47e-05 time=10.2s Epoch 448/3000 loss=0.008929 lr=9.47e-05 time=10.2s Epoch 449/3000 loss=0.008970 lr=9.46e-05 time=10.2s Epoch 450/3000 loss=0.008798 lr=9.46e-05 time=10.2s Epoch 451/3000 loss=0.008952 lr=9.46e-05 time=10.2s Epoch 452/3000 loss=0.009049 lr=9.46e-05 time=10.2s Epoch 453/3000 loss=0.008939 lr=9.45e-05 time=10.2s Epoch 454/3000 loss=0.009121 lr=9.45e-05 time=10.2s Epoch 455/3000 loss=0.008979 lr=9.45e-05 time=10.2s Epoch 456/3000 loss=0.008911 lr=9.45e-05 time=10.2s Epoch 457/3000 loss=0.008934 lr=9.44e-05 time=10.2s Epoch 458/3000 loss=0.008912 lr=9.44e-05 time=10.2s Epoch 459/3000 loss=0.008504 lr=9.44e-05 time=10.1s Epoch 460/3000 loss=0.008873 lr=9.44e-05 time=10.3s Epoch 461/3000 loss=0.008924 lr=9.43e-05 time=10.2s Epoch 462/3000 loss=0.008826 lr=9.43e-05 time=10.2s Epoch 463/3000 loss=0.008672 lr=9.43e-05 time=10.2s Epoch 464/3000 loss=0.008567 lr=9.43e-05 time=10.3s Epoch 465/3000 loss=0.009162 lr=9.42e-05 time=10.2s Epoch 466/3000 loss=0.008814 lr=9.42e-05 time=10.2s Epoch 467/3000 loss=0.008614 lr=9.42e-05 time=10.3s Epoch 468/3000 loss=0.008719 lr=9.42e-05 time=10.2s Epoch 469/3000 loss=0.008501 lr=9.41e-05 time=10.3s Epoch 470/3000 loss=0.008502 lr=9.41e-05 time=10.3s Epoch 471/3000 loss=0.008600 lr=9.41e-05 time=10.2s Epoch 472/3000 loss=0.008806 lr=9.41e-05 time=10.2s Epoch 473/3000 loss=0.008967 lr=9.40e-05 time=10.2s Epoch 474/3000 loss=0.008625 lr=9.40e-05 time=10.3s Epoch 475/3000 loss=0.008840 lr=9.40e-05 time=10.2s Epoch 476/3000 loss=0.008632 lr=9.40e-05 time=10.2s Epoch 477/3000 loss=0.008647 lr=9.39e-05 time=10.2s Epoch 478/3000 loss=0.008660 lr=9.39e-05 time=10.3s Epoch 479/3000 loss=0.008705 lr=9.39e-05 time=10.3s Epoch 480/3000 loss=0.008422 lr=9.39e-05 time=10.3s Epoch 481/3000 loss=0.008789 lr=9.38e-05 time=10.3s Epoch 482/3000 loss=0.008521 lr=9.38e-05 time=10.2s Epoch 483/3000 loss=0.008417 lr=9.38e-05 time=10.2s Epoch 484/3000 loss=0.008631 lr=9.38e-05 time=10.3s Epoch 485/3000 loss=0.008514 lr=9.37e-05 time=10.2s Epoch 486/3000 loss=0.008656 lr=9.37e-05 time=10.2s Epoch 487/3000 loss=0.008639 lr=9.37e-05 time=10.2s Epoch 488/3000 loss=0.008577 lr=9.37e-05 time=10.3s Epoch 489/3000 loss=0.008528 lr=9.36e-05 time=10.2s Epoch 490/3000 loss=0.008670 lr=9.36e-05 time=10.3s Epoch 491/3000 loss=0.008368 lr=9.36e-05 time=10.2s Epoch 492/3000 loss=0.008455 lr=9.36e-05 time=10.3s Epoch 493/3000 loss=0.008359 lr=9.35e-05 time=10.2s Epoch 494/3000 loss=0.008278 lr=9.35e-05 time=10.3s Epoch 495/3000 loss=0.008328 lr=9.35e-05 time=10.3s Epoch 496/3000 loss=0.008259 lr=9.35e-05 time=10.1s Epoch 497/3000 loss=0.008579 lr=9.34e-05 time=10.3s Epoch 498/3000 loss=0.008313 lr=9.34e-05 time=10.2s Epoch 499/3000 loss=0.008604 lr=9.34e-05 time=10.2s Epoch 500/3000 loss=0.008422 lr=9.34e-05 time=10.2s Epoch 501/3000 loss=0.008475 lr=9.33e-05 time=10.2s Epoch 502/3000 loss=0.008510 lr=9.33e-05 time=10.2s Epoch 503/3000 loss=0.008370 lr=9.33e-05 time=10.2s Epoch 504/3000 loss=0.008436 lr=9.33e-05 time=10.2s Epoch 505/3000 loss=0.008293 lr=9.32e-05 time=10.2s Epoch 506/3000 loss=0.008381 lr=9.32e-05 time=10.2s Epoch 507/3000 loss=0.008353 lr=9.32e-05 time=10.2s Epoch 508/3000 loss=0.008189 lr=9.31e-05 time=10.3s Epoch 509/3000 loss=0.008075 lr=9.31e-05 time=10.3s Epoch 510/3000 loss=0.008272 lr=9.31e-05 time=10.2s Epoch 511/3000 loss=0.008574 lr=9.31e-05 time=10.2s Epoch 512/3000 loss=0.008394 lr=9.30e-05 time=10.2s Epoch 513/3000 loss=0.008436 lr=9.30e-05 time=10.2s Epoch 514/3000 loss=0.008215 lr=9.30e-05 time=10.2s Epoch 515/3000 loss=0.008185 lr=9.30e-05 time=10.3s Epoch 516/3000 loss=0.008144 lr=9.29e-05 time=10.2s Epoch 517/3000 loss=0.008261 lr=9.29e-05 time=10.1s Epoch 518/3000 loss=0.008355 lr=9.29e-05 time=10.2s Epoch 519/3000 loss=0.008529 lr=9.29e-05 time=10.2s Epoch 520/3000 loss=0.007950 lr=9.28e-05 time=10.2s Epoch 521/3000 loss=0.008275 lr=9.28e-05 time=10.3s Epoch 522/3000 loss=0.008220 lr=9.28e-05 time=10.2s Epoch 523/3000 loss=0.008553 lr=9.27e-05 time=10.3s Epoch 524/3000 loss=0.008197 lr=9.27e-05 time=10.1s Epoch 525/3000 loss=0.007983 lr=9.27e-05 time=10.2s Epoch 526/3000 loss=0.008378 lr=9.27e-05 time=10.2s Epoch 527/3000 loss=0.008076 lr=9.26e-05 time=10.1s Epoch 528/3000 loss=0.008295 lr=9.26e-05 time=10.3s Epoch 529/3000 loss=0.007953 lr=9.26e-05 time=10.2s Epoch 530/3000 loss=0.008059 lr=9.26e-05 time=10.2s Epoch 531/3000 loss=0.008029 lr=9.25e-05 time=10.2s Epoch 532/3000 loss=0.008301 lr=9.25e-05 time=10.2s Epoch 533/3000 loss=0.007951 lr=9.25e-05 time=10.2s Epoch 534/3000 loss=0.008453 lr=9.24e-05 time=10.2s Epoch 535/3000 loss=0.007915 lr=9.24e-05 time=10.2s Epoch 536/3000 loss=0.008176 lr=9.24e-05 time=10.2s Epoch 537/3000 loss=0.008174 lr=9.24e-05 time=10.2s Epoch 538/3000 loss=0.007908 lr=9.23e-05 time=10.2s Epoch 539/3000 loss=0.007919 lr=9.23e-05 time=10.3s Epoch 540/3000 loss=0.007840 lr=9.23e-05 time=10.2s Epoch 541/3000 loss=0.008011 lr=9.22e-05 time=10.4s Epoch 542/3000 loss=0.008086 lr=9.22e-05 time=10.2s Epoch 543/3000 loss=0.008045 lr=9.22e-05 time=10.3s Epoch 544/3000 loss=0.007853 lr=9.22e-05 time=10.2s Epoch 545/3000 loss=0.008140 lr=9.21e-05 time=10.2s Epoch 546/3000 loss=0.007988 lr=9.21e-05 time=10.2s Epoch 547/3000 loss=0.007790 lr=9.21e-05 time=10.2s Epoch 548/3000 loss=0.008023 lr=9.21e-05 time=10.3s Epoch 549/3000 loss=0.007777 lr=9.20e-05 time=10.2s Epoch 550/3000 loss=0.008016 lr=9.20e-05 time=10.3s Epoch 551/3000 loss=0.007799 lr=9.20e-05 time=10.2s Epoch 552/3000 loss=0.008240 lr=9.19e-05 time=10.2s Epoch 553/3000 loss=0.008299 lr=9.19e-05 time=10.2s Epoch 554/3000 loss=0.007936 lr=9.19e-05 time=10.2s Epoch 555/3000 loss=0.007927 lr=9.19e-05 time=10.2s Epoch 556/3000 loss=0.007945 lr=9.18e-05 time=10.2s Epoch 557/3000 loss=0.007946 lr=9.18e-05 time=10.1s Epoch 558/3000 loss=0.007741 lr=9.18e-05 time=10.2s Epoch 559/3000 loss=0.007993 lr=9.17e-05 time=10.2s Epoch 560/3000 loss=0.007942 lr=9.17e-05 time=10.1s Epoch 561/3000 loss=0.008010 lr=9.17e-05 time=10.2s Epoch 562/3000 loss=0.007824 lr=9.16e-05 time=10.2s Epoch 563/3000 loss=0.007876 lr=9.16e-05 time=10.2s Epoch 564/3000 loss=0.007714 lr=9.16e-05 time=10.2s Epoch 565/3000 loss=0.007974 lr=9.16e-05 time=10.3s Epoch 566/3000 loss=0.007762 lr=9.15e-05 time=10.2s Epoch 567/3000 loss=0.007964 lr=9.15e-05 time=10.3s Epoch 568/3000 loss=0.008071 lr=9.15e-05 time=10.3s Epoch 569/3000 loss=0.007413 lr=9.14e-05 time=10.3s Epoch 570/3000 loss=0.007848 lr=9.14e-05 time=10.2s Epoch 571/3000 loss=0.007554 lr=9.14e-05 time=10.3s Epoch 572/3000 loss=0.007910 lr=9.14e-05 time=10.3s Epoch 573/3000 loss=0.007566 lr=9.13e-05 time=10.2s Epoch 574/3000 loss=0.007797 lr=9.13e-05 time=10.2s Epoch 575/3000 loss=0.008052 lr=9.13e-05 time=10.3s Epoch 576/3000 loss=0.007842 lr=9.12e-05 time=10.2s Epoch 577/3000 loss=0.007871 lr=9.12e-05 time=10.2s Epoch 578/3000 loss=0.007676 lr=9.12e-05 time=10.3s Epoch 579/3000 loss=0.007543 lr=9.11e-05 time=10.2s Epoch 580/3000 loss=0.007509 lr=9.11e-05 time=10.2s Epoch 581/3000 loss=0.007520 lr=9.11e-05 time=10.2s Epoch 582/3000 loss=0.007618 lr=9.11e-05 time=10.2s Epoch 583/3000 loss=0.007575 lr=9.10e-05 time=10.2s Epoch 584/3000 loss=0.007900 lr=9.10e-05 time=10.1s Epoch 585/3000 loss=0.007512 lr=9.10e-05 time=10.2s Epoch 586/3000 loss=0.007760 lr=9.09e-05 time=10.2s Epoch 587/3000 loss=0.007619 lr=9.09e-05 time=10.3s Epoch 588/3000 loss=0.007680 lr=9.09e-05 time=10.2s Epoch 589/3000 loss=0.007654 lr=9.09e-05 time=10.3s Epoch 590/3000 loss=0.007566 lr=9.08e-05 time=10.2s Epoch 591/3000 loss=0.007754 lr=9.08e-05 time=10.2s Epoch 592/3000 loss=0.007578 lr=9.08e-05 time=10.2s Epoch 593/3000 loss=0.007469 lr=9.07e-05 time=10.3s Epoch 594/3000 loss=0.007683 lr=9.07e-05 time=10.2s Epoch 595/3000 loss=0.007433 lr=9.07e-05 time=10.2s Epoch 596/3000 loss=0.007692 lr=9.06e-05 time=10.2s Epoch 597/3000 loss=0.007897 lr=9.06e-05 time=10.3s Epoch 598/3000 loss=0.007471 lr=9.06e-05 time=10.3s Epoch 599/3000 loss=0.007627 lr=9.05e-05 time=10.2s Epoch 600/3000 loss=0.007583 lr=9.05e-05 time=10.2s Epoch 601/3000 loss=0.007588 lr=9.05e-05 time=10.3s Epoch 602/3000 loss=0.007593 lr=9.05e-05 time=10.3s Epoch 603/3000 loss=0.007473 lr=9.04e-05 time=10.2s Epoch 604/3000 loss=0.007583 lr=9.04e-05 time=10.2s Epoch 605/3000 loss=0.007516 lr=9.04e-05 time=10.2s Epoch 606/3000 loss=0.007705 lr=9.03e-05 time=10.2s Epoch 607/3000 loss=0.007433 lr=9.03e-05 time=10.2s Epoch 608/3000 loss=0.007507 lr=9.03e-05 time=10.1s Epoch 609/3000 loss=0.007759 lr=9.02e-05 time=10.2s Epoch 610/3000 loss=0.007509 lr=9.02e-05 time=10.2s Epoch 611/3000 loss=0.007357 lr=9.02e-05 time=10.1s Epoch 612/3000 loss=0.007368 lr=9.01e-05 time=10.3s Epoch 613/3000 loss=0.007625 lr=9.01e-05 time=10.3s Epoch 614/3000 loss=0.007566 lr=9.01e-05 time=10.2s Epoch 615/3000 loss=0.007695 lr=9.00e-05 time=10.2s Epoch 616/3000 loss=0.007624 lr=9.00e-05 time=10.2s Epoch 617/3000 loss=0.007340 lr=9.00e-05 time=10.2s Epoch 618/3000 loss=0.007543 lr=9.00e-05 time=10.2s Epoch 619/3000 loss=0.007399 lr=8.99e-05 time=10.1s Epoch 620/3000 loss=0.007489 lr=8.99e-05 time=10.2s Epoch 621/3000 loss=0.007272 lr=8.99e-05 time=10.2s Epoch 622/3000 loss=0.007259 lr=8.98e-05 time=10.3s Epoch 623/3000 loss=0.007196 lr=8.98e-05 time=10.3s Epoch 624/3000 loss=0.007582 lr=8.98e-05 time=10.2s Epoch 625/3000 loss=0.007402 lr=8.97e-05 time=10.3s Epoch 626/3000 loss=0.007620 lr=8.97e-05 time=10.2s Epoch 627/3000 loss=0.007269 lr=8.97e-05 time=10.2s Epoch 628/3000 loss=0.007144 lr=8.96e-05 time=10.2s Epoch 629/3000 loss=0.007400 lr=8.96e-05 time=10.2s Epoch 630/3000 loss=0.007066 lr=8.96e-05 time=10.2s Epoch 631/3000 loss=0.007384 lr=8.95e-05 time=10.2s Epoch 632/3000 loss=0.007176 lr=8.95e-05 time=10.2s Epoch 633/3000 loss=0.007282 lr=8.95e-05 time=10.2s Epoch 634/3000 loss=0.007137 lr=8.94e-05 time=10.2s Epoch 635/3000 loss=0.007221 lr=8.94e-05 time=10.2s Epoch 636/3000 loss=0.007275 lr=8.94e-05 time=10.2s Epoch 637/3000 loss=0.007307 lr=8.93e-05 time=10.3s Epoch 638/3000 loss=0.007372 lr=8.93e-05 time=10.2s Epoch 639/3000 loss=0.007075 lr=8.93e-05 time=10.2s Epoch 640/3000 loss=0.006983 lr=8.93e-05 time=10.2s Epoch 641/3000 loss=0.007133 lr=8.92e-05 time=10.2s Epoch 642/3000 loss=0.007266 lr=8.92e-05 time=10.2s Epoch 643/3000 loss=0.007197 lr=8.92e-05 time=10.2s Epoch 644/3000 loss=0.007277 lr=8.91e-05 time=10.3s Epoch 645/3000 loss=0.007147 lr=8.91e-05 time=10.3s Epoch 646/3000 loss=0.007101 lr=8.91e-05 time=10.2s Epoch 647/3000 loss=0.007150 lr=8.90e-05 time=10.2s Epoch 648/3000 loss=0.007440 lr=8.90e-05 time=10.3s Epoch 649/3000 loss=0.007419 lr=8.90e-05 time=10.3s Epoch 650/3000 loss=0.007323 lr=8.89e-05 time=10.2s Epoch 651/3000 loss=0.007242 lr=8.89e-05 time=10.2s Epoch 652/3000 loss=0.007191 lr=8.89e-05 time=10.2s Epoch 653/3000 loss=0.007370 lr=8.88e-05 time=10.3s Epoch 654/3000 loss=0.007240 lr=8.88e-05 time=10.2s Epoch 655/3000 loss=0.007189 lr=8.88e-05 time=10.2s Epoch 656/3000 loss=0.007388 lr=8.87e-05 time=10.2s Epoch 657/3000 loss=0.007143 lr=8.87e-05 time=10.2s Epoch 658/3000 loss=0.007002 lr=8.87e-05 time=10.2s Epoch 659/3000 loss=0.006906 lr=8.86e-05 time=10.2s Epoch 660/3000 loss=0.006900 lr=8.86e-05 time=10.3s Epoch 661/3000 loss=0.007211 lr=8.86e-05 time=10.4s Epoch 662/3000 loss=0.006937 lr=8.85e-05 time=10.3s Epoch 663/3000 loss=0.007322 lr=8.85e-05 time=10.2s Epoch 664/3000 loss=0.007042 lr=8.85e-05 time=10.1s Epoch 665/3000 loss=0.006982 lr=8.84e-05 time=10.2s Epoch 666/3000 loss=0.007199 lr=8.84e-05 time=10.1s Epoch 667/3000 loss=0.007230 lr=8.84e-05 time=10.2s Epoch 668/3000 loss=0.007017 lr=8.83e-05 time=10.2s Epoch 669/3000 loss=0.006939 lr=8.83e-05 time=10.2s Epoch 670/3000 loss=0.007242 lr=8.83e-05 time=10.2s Epoch 671/3000 loss=0.007150 lr=8.82e-05 time=10.2s Epoch 672/3000 loss=0.007021 lr=8.82e-05 time=10.1s Epoch 673/3000 loss=0.007051 lr=8.82e-05 time=10.2s Epoch 674/3000 loss=0.007260 lr=8.81e-05 time=10.2s Epoch 675/3000 loss=0.006967 lr=8.81e-05 time=10.2s Epoch 676/3000 loss=0.007171 lr=8.81e-05 time=10.2s Epoch 677/3000 loss=0.006905 lr=8.80e-05 time=10.3s Epoch 678/3000 loss=0.006907 lr=8.80e-05 time=10.3s Epoch 679/3000 loss=0.006760 lr=8.80e-05 time=10.2s Epoch 680/3000 loss=0.006844 lr=8.79e-05 time=10.2s Epoch 681/3000 loss=0.006672 lr=8.79e-05 time=10.2s Epoch 682/3000 loss=0.006914 lr=8.79e-05 time=10.3s Epoch 683/3000 loss=0.007026 lr=8.78e-05 time=10.2s Epoch 684/3000 loss=0.006914 lr=8.78e-05 time=10.3s Epoch 685/3000 loss=0.007095 lr=8.77e-05 time=10.3s Epoch 686/3000 loss=0.007424 lr=8.77e-05 time=10.3s Epoch 687/3000 loss=0.006877 lr=8.77e-05 time=10.2s Epoch 688/3000 loss=0.006736 lr=8.76e-05 time=10.2s Epoch 689/3000 loss=0.007125 lr=8.76e-05 time=10.3s Epoch 690/3000 loss=0.006810 lr=8.76e-05 time=10.3s Epoch 691/3000 loss=0.007052 lr=8.75e-05 time=10.2s Epoch 692/3000 loss=0.007033 lr=8.75e-05 time=10.2s Epoch 693/3000 loss=0.006902 lr=8.75e-05 time=10.2s Epoch 694/3000 loss=0.006816 lr=8.74e-05 time=10.2s Epoch 695/3000 loss=0.006940 lr=8.74e-05 time=10.3s Epoch 696/3000 loss=0.006765 lr=8.74e-05 time=10.2s Epoch 697/3000 loss=0.006881 lr=8.73e-05 time=10.2s Epoch 698/3000 loss=0.006758 lr=8.73e-05 time=10.2s Epoch 699/3000 loss=0.006851 lr=8.73e-05 time=10.2s Epoch 700/3000 loss=0.006695 lr=8.72e-05 time=10.2s Epoch 701/3000 loss=0.006863 lr=8.72e-05 time=10.2s Epoch 702/3000 loss=0.006937 lr=8.72e-05 time=10.2s Epoch 703/3000 loss=0.006897 lr=8.71e-05 time=10.1s Epoch 704/3000 loss=0.006843 lr=8.71e-05 time=10.3s Epoch 705/3000 loss=0.006797 lr=8.71e-05 time=10.2s Epoch 706/3000 loss=0.006753 lr=8.70e-05 time=10.2s Epoch 707/3000 loss=0.007086 lr=8.70e-05 time=10.2s Epoch 708/3000 loss=0.006943 lr=8.69e-05 time=10.2s Epoch 709/3000 loss=0.006630 lr=8.69e-05 time=10.2s Epoch 710/3000 loss=0.007073 lr=8.69e-05 time=10.3s Epoch 711/3000 loss=0.006799 lr=8.68e-05 time=10.2s Epoch 712/3000 loss=0.006810 lr=8.68e-05 time=10.2s Epoch 713/3000 loss=0.006977 lr=8.68e-05 time=10.2s Epoch 714/3000 loss=0.006813 lr=8.67e-05 time=10.2s Epoch 715/3000 loss=0.006716 lr=8.67e-05 time=10.2s Epoch 716/3000 loss=0.006654 lr=8.67e-05 time=10.1s Epoch 717/3000 loss=0.006916 lr=8.66e-05 time=10.2s Epoch 718/3000 loss=0.006896 lr=8.66e-05 time=10.2s Epoch 719/3000 loss=0.006709 lr=8.66e-05 time=10.3s Epoch 720/3000 loss=0.006703 lr=8.65e-05 time=10.2s Epoch 721/3000 loss=0.006662 lr=8.65e-05 time=10.3s Epoch 722/3000 loss=0.006630 lr=8.64e-05 time=10.1s Epoch 723/3000 loss=0.006964 lr=8.64e-05 time=10.2s Epoch 724/3000 loss=0.007026 lr=8.64e-05 time=10.2s Epoch 725/3000 loss=0.006675 lr=8.63e-05 time=10.2s Epoch 726/3000 loss=0.006831 lr=8.63e-05 time=10.3s Epoch 727/3000 loss=0.006574 lr=8.63e-05 time=10.2s Epoch 728/3000 loss=0.006699 lr=8.62e-05 time=10.3s Epoch 729/3000 loss=0.006598 lr=8.62e-05 time=10.2s Epoch 730/3000 loss=0.006860 lr=8.62e-05 time=10.2s Epoch 731/3000 loss=0.006566 lr=8.61e-05 time=10.2s Epoch 732/3000 loss=0.006867 lr=8.61e-05 time=10.3s Epoch 733/3000 loss=0.006687 lr=8.61e-05 time=10.2s Epoch 734/3000 loss=0.006669 lr=8.60e-05 time=10.3s Epoch 735/3000 loss=0.006674 lr=8.60e-05 time=10.2s Epoch 736/3000 loss=0.006645 lr=8.59e-05 time=10.2s Epoch 737/3000 loss=0.006554 lr=8.59e-05 time=10.2s Epoch 738/3000 loss=0.006806 lr=8.59e-05 time=10.3s Epoch 739/3000 loss=0.006780 lr=8.58e-05 time=10.2s Epoch 740/3000 loss=0.006722 lr=8.58e-05 time=10.2s Epoch 741/3000 loss=0.006827 lr=8.58e-05 time=10.2s Epoch 742/3000 loss=0.006604 lr=8.57e-05 time=10.2s Epoch 743/3000 loss=0.006415 lr=8.57e-05 time=10.2s Epoch 744/3000 loss=0.006591 lr=8.56e-05 time=10.2s Epoch 745/3000 loss=0.006557 lr=8.56e-05 time=10.2s Epoch 746/3000 loss=0.006542 lr=8.56e-05 time=10.3s Epoch 747/3000 loss=0.006631 lr=8.55e-05 time=10.3s Epoch 748/3000 loss=0.006562 lr=8.55e-05 time=10.3s Epoch 749/3000 loss=0.006588 lr=8.55e-05 time=10.2s Epoch 750/3000 loss=0.006624 lr=8.54e-05 time=10.2s Epoch 751/3000 loss=0.006713 lr=8.54e-05 time=10.3s Epoch 752/3000 loss=0.006695 lr=8.54e-05 time=10.2s Epoch 753/3000 loss=0.006509 lr=8.53e-05 time=10.3s Epoch 754/3000 loss=0.006542 lr=8.53e-05 time=10.2s Epoch 755/3000 loss=0.006778 lr=8.52e-05 time=10.2s Epoch 756/3000 loss=0.006518 lr=8.52e-05 time=10.2s Epoch 757/3000 loss=0.006455 lr=8.52e-05 time=10.2s Epoch 758/3000 loss=0.006459 lr=8.51e-05 time=10.2s Epoch 759/3000 loss=0.006700 lr=8.51e-05 time=10.1s Epoch 760/3000 loss=0.006665 lr=8.51e-05 time=10.2s Epoch 761/3000 loss=0.006447 lr=8.50e-05 time=10.2s Epoch 762/3000 loss=0.006446 lr=8.50e-05 time=10.2s Epoch 763/3000 loss=0.006751 lr=8.49e-05 time=10.2s Epoch 764/3000 loss=0.006457 lr=8.49e-05 time=10.1s Epoch 765/3000 loss=0.006609 lr=8.49e-05 time=10.2s Epoch 766/3000 loss=0.006482 lr=8.48e-05 time=10.2s Epoch 767/3000 loss=0.006439 lr=8.48e-05 time=10.2s Epoch 768/3000 loss=0.006457 lr=8.48e-05 time=10.2s Epoch 769/3000 loss=0.006570 lr=8.47e-05 time=10.2s Epoch 770/3000 loss=0.006259 lr=8.47e-05 time=10.3s Epoch 771/3000 loss=0.006674 lr=8.46e-05 time=10.3s Epoch 772/3000 loss=0.006349 lr=8.46e-05 time=10.2s Epoch 773/3000 loss=0.006472 lr=8.46e-05 time=10.2s Epoch 774/3000 loss=0.006356 lr=8.45e-05 time=10.2s Epoch 775/3000 loss=0.006174 lr=8.45e-05 time=10.3s Epoch 776/3000 loss=0.006303 lr=8.45e-05 time=10.2s Epoch 777/3000 loss=0.006374 lr=8.44e-05 time=10.1s Epoch 778/3000 loss=0.006413 lr=8.44e-05 time=10.2s Epoch 779/3000 loss=0.006421 lr=8.43e-05 time=10.2s Epoch 780/3000 loss=0.006382 lr=8.43e-05 time=10.2s Epoch 781/3000 loss=0.006421 lr=8.43e-05 time=10.2s Epoch 782/3000 loss=0.006396 lr=8.42e-05 time=10.2s Epoch 783/3000 loss=0.006629 lr=8.42e-05 time=10.2s Epoch 784/3000 loss=0.006414 lr=8.41e-05 time=10.2s Epoch 785/3000 loss=0.006461 lr=8.41e-05 time=10.2s Epoch 786/3000 loss=0.006632 lr=8.41e-05 time=10.2s Epoch 787/3000 loss=0.006212 lr=8.40e-05 time=10.2s Epoch 788/3000 loss=0.006154 lr=8.40e-05 time=10.3s Epoch 789/3000 loss=0.006451 lr=8.40e-05 time=10.3s Epoch 790/3000 loss=0.006480 lr=8.39e-05 time=10.3s Epoch 791/3000 loss=0.006455 lr=8.39e-05 time=10.3s Epoch 792/3000 loss=0.006634 lr=8.38e-05 time=10.3s Epoch 793/3000 loss=0.006208 lr=8.38e-05 time=10.2s Epoch 794/3000 loss=0.006119 lr=8.38e-05 time=10.2s Epoch 795/3000 loss=0.006225 lr=8.37e-05 time=10.2s Epoch 796/3000 loss=0.006256 lr=8.37e-05 time=10.2s Epoch 797/3000 loss=0.006182 lr=8.36e-05 time=10.2s Epoch 798/3000 loss=0.006381 lr=8.36e-05 time=10.2s Epoch 799/3000 loss=0.006310 lr=8.36e-05 time=10.2s Epoch 800/3000 loss=0.006519 lr=8.35e-05 time=10.1s Epoch 801/3000 loss=0.006350 lr=8.35e-05 time=10.3s Epoch 802/3000 loss=0.006238 lr=8.35e-05 time=10.2s Epoch 803/3000 loss=0.006025 lr=8.34e-05 time=10.2s Epoch 804/3000 loss=0.006225 lr=8.34e-05 time=10.3s Epoch 805/3000 loss=0.006264 lr=8.33e-05 time=10.2s Epoch 806/3000 loss=0.006309 lr=8.33e-05 time=10.2s Epoch 807/3000 loss=0.006305 lr=8.33e-05 time=10.2s Epoch 808/3000 loss=0.006148 lr=8.32e-05 time=10.2s Epoch 809/3000 loss=0.006257 lr=8.32e-05 time=10.2s Epoch 810/3000 loss=0.006413 lr=8.31e-05 time=10.3s Epoch 811/3000 loss=0.006241 lr=8.31e-05 time=10.2s Epoch 812/3000 loss=0.006320 lr=8.31e-05 time=10.2s Epoch 813/3000 loss=0.006340 lr=8.30e-05 time=10.3s Epoch 814/3000 loss=0.006321 lr=8.30e-05 time=10.2s Epoch 815/3000 loss=0.006035 lr=8.29e-05 time=10.2s Epoch 816/3000 loss=0.006232 lr=8.29e-05 time=10.2s Epoch 817/3000 loss=0.006213 lr=8.29e-05 time=10.2s Epoch 818/3000 loss=0.006140 lr=8.28e-05 time=10.2s Epoch 819/3000 loss=0.006404 lr=8.28e-05 time=10.2s Epoch 820/3000 loss=0.006324 lr=8.27e-05 time=10.2s Epoch 821/3000 loss=0.006105 lr=8.27e-05 time=10.2s Epoch 822/3000 loss=0.006208 lr=8.27e-05 time=10.2s Epoch 823/3000 loss=0.006031 lr=8.26e-05 time=10.2s Epoch 824/3000 loss=0.006201 lr=8.26e-05 time=10.2s Epoch 825/3000 loss=0.005891 lr=8.25e-05 time=10.1s Epoch 826/3000 loss=0.006132 lr=8.25e-05 time=10.2s Epoch 827/3000 loss=0.006213 lr=8.25e-05 time=10.2s Epoch 828/3000 loss=0.006166 lr=8.24e-05 time=10.2s Epoch 829/3000 loss=0.006136 lr=8.24e-05 time=10.3s Epoch 830/3000 loss=0.006084 lr=8.23e-05 time=10.2s Epoch 831/3000 loss=0.006039 lr=8.23e-05 time=10.2s Epoch 832/3000 loss=0.006258 lr=8.23e-05 time=10.4s Epoch 833/3000 loss=0.006375 lr=8.22e-05 time=10.2s Epoch 834/3000 loss=0.006167 lr=8.22e-05 time=10.2s Epoch 835/3000 loss=0.006116 lr=8.21e-05 time=10.2s Epoch 836/3000 loss=0.006264 lr=8.21e-05 time=10.2s Epoch 837/3000 loss=0.006082 lr=8.21e-05 time=10.2s Epoch 838/3000 loss=0.006143 lr=8.20e-05 time=10.3s Epoch 839/3000 loss=0.006113 lr=8.20e-05 time=10.2s Epoch 840/3000 loss=0.006118 lr=8.19e-05 time=10.3s Epoch 841/3000 loss=0.006044 lr=8.19e-05 time=10.2s Epoch 842/3000 loss=0.006108 lr=8.19e-05 time=10.2s Epoch 843/3000 loss=0.006001 lr=8.18e-05 time=10.2s Epoch 844/3000 loss=0.006158 lr=8.18e-05 time=10.1s Epoch 845/3000 loss=0.006138 lr=8.17e-05 time=10.2s Epoch 846/3000 loss=0.006097 lr=8.17e-05 time=10.2s Epoch 847/3000 loss=0.006317 lr=8.17e-05 time=10.2s Epoch 848/3000 loss=0.006347 lr=8.16e-05 time=10.2s Epoch 849/3000 loss=0.005786 lr=8.16e-05 time=10.3s Epoch 850/3000 loss=0.006129 lr=8.15e-05 time=10.3s Epoch 851/3000 loss=0.006106 lr=8.15e-05 time=10.3s Epoch 852/3000 loss=0.005921 lr=8.15e-05 time=10.2s Epoch 853/3000 loss=0.006197 lr=8.14e-05 time=10.2s Epoch 854/3000 loss=0.005977 lr=8.14e-05 time=10.2s Epoch 855/3000 loss=0.006021 lr=8.13e-05 time=10.2s Epoch 856/3000 loss=0.006176 lr=8.13e-05 time=10.2s Epoch 857/3000 loss=0.006027 lr=8.13e-05 time=10.2s Epoch 858/3000 loss=0.006032 lr=8.12e-05 time=10.2s Epoch 859/3000 loss=0.005991 lr=8.12e-05 time=10.2s Epoch 860/3000 loss=0.006207 lr=8.11e-05 time=10.2s Epoch 861/3000 loss=0.005958 lr=8.11e-05 time=10.3s Epoch 862/3000 loss=0.005871 lr=8.11e-05 time=10.2s Epoch 863/3000 loss=0.005960 lr=8.10e-05 time=10.2s Epoch 864/3000 loss=0.005881 lr=8.10e-05 time=10.2s Epoch 865/3000 loss=0.006238 lr=8.09e-05 time=10.2s Epoch 866/3000 loss=0.006053 lr=8.09e-05 time=10.2s Epoch 867/3000 loss=0.006175 lr=8.08e-05 time=10.2s Epoch 868/3000 loss=0.006028 lr=8.08e-05 time=10.3s Epoch 869/3000 loss=0.006256 lr=8.08e-05 time=10.3s Epoch 870/3000 loss=0.006101 lr=8.07e-05 time=10.2s Epoch 871/3000 loss=0.005694 lr=8.07e-05 time=10.2s Epoch 872/3000 loss=0.005925 lr=8.06e-05 time=10.3s Epoch 873/3000 loss=0.006176 lr=8.06e-05 time=10.2s Epoch 874/3000 loss=0.005926 lr=8.06e-05 time=10.2s Epoch 875/3000 loss=0.005937 lr=8.05e-05 time=10.3s Epoch 876/3000 loss=0.005901 lr=8.05e-05 time=10.2s Epoch 877/3000 loss=0.005726 lr=8.04e-05 time=10.3s Epoch 878/3000 loss=0.005908 lr=8.04e-05 time=10.2s Epoch 879/3000 loss=0.005949 lr=8.03e-05 time=10.2s Epoch 880/3000 loss=0.005915 lr=8.03e-05 time=10.2s Epoch 881/3000 loss=0.005751 lr=8.03e-05 time=10.2s Epoch 882/3000 loss=0.005936 lr=8.02e-05 time=10.3s Epoch 883/3000 loss=0.005785 lr=8.02e-05 time=10.3s Epoch 884/3000 loss=0.006053 lr=8.01e-05 time=10.2s Epoch 885/3000 loss=0.005916 lr=8.01e-05 time=10.3s Epoch 886/3000 loss=0.005942 lr=8.01e-05 time=10.1s Epoch 887/3000 loss=0.006092 lr=8.00e-05 time=10.2s Epoch 888/3000 loss=0.006004 lr=8.00e-05 time=10.2s Epoch 889/3000 loss=0.005866 lr=7.99e-05 time=10.3s Epoch 890/3000 loss=0.005943 lr=7.99e-05 time=10.3s Epoch 891/3000 loss=0.006027 lr=7.98e-05 time=10.2s Epoch 892/3000 loss=0.005951 lr=7.98e-05 time=10.3s Epoch 893/3000 loss=0.005847 lr=7.98e-05 time=10.1s Epoch 894/3000 loss=0.005691 lr=7.97e-05 time=10.2s Epoch 895/3000 loss=0.005759 lr=7.97e-05 time=10.3s Epoch 896/3000 loss=0.005752 lr=7.96e-05 time=10.2s Epoch 897/3000 loss=0.005887 lr=7.96e-05 time=10.2s Epoch 898/3000 loss=0.005979 lr=7.96e-05 time=10.2s Epoch 899/3000 loss=0.005901 lr=7.95e-05 time=10.2s Epoch 900/3000 loss=0.005989 lr=7.95e-05 time=10.2s Epoch 901/3000 loss=0.005784 lr=7.94e-05 time=10.2s Epoch 902/3000 loss=0.005822 lr=7.94e-05 time=10.2s Epoch 903/3000 loss=0.006015 lr=7.93e-05 time=10.2s Epoch 904/3000 loss=0.005940 lr=7.93e-05 time=10.2s Epoch 905/3000 loss=0.006001 lr=7.93e-05 time=10.1s Epoch 906/3000 loss=0.005801 lr=7.92e-05 time=10.3s Epoch 907/3000 loss=0.005824 lr=7.92e-05 time=10.2s Epoch 908/3000 loss=0.005635 lr=7.91e-05 time=10.3s Epoch 909/3000 loss=0.005764 lr=7.91e-05 time=10.3s Epoch 910/3000 loss=0.005488 lr=7.90e-05 time=10.2s Epoch 911/3000 loss=0.005790 lr=7.90e-05 time=10.3s Epoch 912/3000 loss=0.006238 lr=7.90e-05 time=10.1s Epoch 913/3000 loss=0.005556 lr=7.89e-05 time=10.1s Epoch 914/3000 loss=0.005855 lr=7.89e-05 time=10.2s Epoch 915/3000 loss=0.005815 lr=7.88e-05 time=10.2s Epoch 916/3000 loss=0.005547 lr=7.88e-05 time=10.2s Epoch 917/3000 loss=0.005764 lr=7.87e-05 time=10.2s Epoch 918/3000 loss=0.005861 lr=7.87e-05 time=10.2s Epoch 919/3000 loss=0.005716 lr=7.87e-05 time=10.2s Epoch 920/3000 loss=0.005837 lr=7.86e-05 time=10.3s Epoch 921/3000 loss=0.005845 lr=7.86e-05 time=10.2s Epoch 922/3000 loss=0.005653 lr=7.85e-05 time=10.2s Epoch 923/3000 loss=0.005821 lr=7.85e-05 time=10.2s Epoch 924/3000 loss=0.005918 lr=7.84e-05 time=10.3s Epoch 925/3000 loss=0.005961 lr=7.84e-05 time=10.2s Epoch 926/3000 loss=0.005563 lr=7.84e-05 time=10.2s Epoch 927/3000 loss=0.005858 lr=7.83e-05 time=10.3s Epoch 928/3000 loss=0.005637 lr=7.83e-05 time=10.2s Epoch 929/3000 loss=0.005779 lr=7.82e-05 time=10.2s Epoch 930/3000 loss=0.005879 lr=7.82e-05 time=10.2s Epoch 931/3000 loss=0.005529 lr=7.81e-05 time=10.2s Epoch 932/3000 loss=0.005708 lr=7.81e-05 time=10.2s Epoch 933/3000 loss=0.005789 lr=7.81e-05 time=10.1s Epoch 934/3000 loss=0.005667 lr=7.80e-05 time=10.2s Epoch 935/3000 loss=0.005710 lr=7.80e-05 time=10.3s Epoch 936/3000 loss=0.005780 lr=7.79e-05 time=10.2s Epoch 937/3000 loss=0.005678 lr=7.79e-05 time=10.3s Epoch 938/3000 loss=0.005486 lr=7.78e-05 time=10.2s Epoch 939/3000 loss=0.005575 lr=7.78e-05 time=10.2s Epoch 940/3000 loss=0.005690 lr=7.77e-05 time=10.2s Epoch 941/3000 loss=0.005623 lr=7.77e-05 time=10.2s Epoch 942/3000 loss=0.005668 lr=7.77e-05 time=10.2s Epoch 943/3000 loss=0.005396 lr=7.76e-05 time=10.2s Epoch 944/3000 loss=0.005739 lr=7.76e-05 time=10.4s Epoch 945/3000 loss=0.005598 lr=7.75e-05 time=10.2s Epoch 946/3000 loss=0.005482 lr=7.75e-05 time=10.2s Epoch 947/3000 loss=0.005713 lr=7.74e-05 time=10.2s Epoch 948/3000 loss=0.005660 lr=7.74e-05 time=10.2s Epoch 949/3000 loss=0.005570 lr=7.74e-05 time=10.2s Epoch 950/3000 loss=0.005535 lr=7.73e-05 time=10.2s Epoch 951/3000 loss=0.005748 lr=7.73e-05 time=10.2s Epoch 952/3000 loss=0.005747 lr=7.72e-05 time=10.2s Epoch 953/3000 loss=0.005581 lr=7.72e-05 time=10.2s Epoch 954/3000 loss=0.005753 lr=7.71e-05 time=10.1s Epoch 955/3000 loss=0.005672 lr=7.71e-05 time=10.1s Epoch 956/3000 loss=0.005435 lr=7.70e-05 time=10.2s Epoch 957/3000 loss=0.005568 lr=7.70e-05 time=10.2s Epoch 958/3000 loss=0.005504 lr=7.70e-05 time=10.2s Epoch 959/3000 loss=0.005776 lr=7.69e-05 time=10.2s Epoch 960/3000 loss=0.005555 lr=7.69e-05 time=10.2s Epoch 961/3000 loss=0.005515 lr=7.68e-05 time=10.3s Epoch 962/3000 loss=0.005643 lr=7.68e-05 time=10.2s Epoch 963/3000 loss=0.005385 lr=7.67e-05 time=10.2s Epoch 964/3000 loss=0.005703 lr=7.67e-05 time=10.3s Epoch 965/3000 loss=0.005604 lr=7.66e-05 time=10.2s Epoch 966/3000 loss=0.005427 lr=7.66e-05 time=10.2s Epoch 967/3000 loss=0.005817 lr=7.66e-05 time=10.2s Epoch 968/3000 loss=0.005714 lr=7.65e-05 time=10.2s Epoch 969/3000 loss=0.005547 lr=7.65e-05 time=10.2s Epoch 970/3000 loss=0.005308 lr=7.64e-05 time=10.3s Epoch 971/3000 loss=0.005445 lr=7.64e-05 time=10.3s Epoch 972/3000 loss=0.005471 lr=7.63e-05 time=10.2s Epoch 973/3000 loss=0.005550 lr=7.63e-05 time=10.2s Epoch 974/3000 loss=0.005773 lr=7.62e-05 time=10.2s Epoch 975/3000 loss=0.005495 lr=7.62e-05 time=10.1s Epoch 976/3000 loss=0.005519 lr=7.62e-05 time=10.3s Epoch 977/3000 loss=0.005533 lr=7.61e-05 time=10.2s Epoch 978/3000 loss=0.005512 lr=7.61e-05 time=10.2s Epoch 979/3000 loss=0.005548 lr=7.60e-05 time=10.2s Epoch 980/3000 loss=0.005609 lr=7.60e-05 time=10.2s Epoch 981/3000 loss=0.005545 lr=7.59e-05 time=10.2s Epoch 982/3000 loss=0.005505 lr=7.59e-05 time=10.2s Epoch 983/3000 loss=0.005521 lr=7.58e-05 time=10.2s Epoch 984/3000 loss=0.005419 lr=7.58e-05 time=10.2s Epoch 985/3000 loss=0.005410 lr=7.58e-05 time=10.2s Epoch 986/3000 loss=0.005599 lr=7.57e-05 time=10.1s Epoch 987/3000 loss=0.005267 lr=7.57e-05 time=10.2s Epoch 988/3000 loss=0.005309 lr=7.56e-05 time=10.3s Epoch 989/3000 loss=0.005341 lr=7.56e-05 time=10.3s Epoch 990/3000 loss=0.005351 lr=7.55e-05 time=10.2s Epoch 991/3000 loss=0.005591 lr=7.55e-05 time=10.2s Epoch 992/3000 loss=0.005511 lr=7.54e-05 time=10.2s Epoch 993/3000 loss=0.005521 lr=7.54e-05 time=10.2s Epoch 994/3000 loss=0.005388 lr=7.54e-05 time=10.2s Epoch 995/3000 loss=0.005438 lr=7.53e-05 time=10.2s Epoch 996/3000 loss=0.005280 lr=7.53e-05 time=10.1s Epoch 997/3000 loss=0.005289 lr=7.52e-05 time=10.2s Epoch 998/3000 loss=0.005263 lr=7.52e-05 time=10.2s Epoch 999/3000 loss=0.005733 lr=7.51e-05 time=10.2s Epoch 1000/3000 loss=0.005497 lr=7.51e-05 time=10.2s Epoch 1001/3000 loss=0.005277 lr=7.50e-05 time=10.2s Epoch 1002/3000 loss=0.005407 lr=7.50e-05 time=10.2s Epoch 1003/3000 loss=0.005048 lr=7.49e-05 time=10.3s Epoch 1004/3000 loss=0.005322 lr=7.49e-05 time=10.4s Epoch 1005/3000 loss=0.005446 lr=7.49e-05 time=10.2s Epoch 1006/3000 loss=0.005506 lr=7.48e-05 time=10.2s Epoch 1007/3000 loss=0.005300 lr=7.48e-05 time=10.3s Epoch 1008/3000 loss=0.005451 lr=7.47e-05 time=10.2s Epoch 1009/3000 loss=0.005426 lr=7.47e-05 time=10.2s Epoch 1010/3000 loss=0.005040 lr=7.46e-05 time=10.2s Epoch 1011/3000 loss=0.005500 lr=7.46e-05 time=10.3s Epoch 1012/3000 loss=0.005320 lr=7.45e-05 time=10.2s Epoch 1013/3000 loss=0.005347 lr=7.45e-05 time=10.2s Epoch 1014/3000 loss=0.005431 lr=7.44e-05 time=10.2s Epoch 1015/3000 loss=0.005380 lr=7.44e-05 time=10.1s Epoch 1016/3000 loss=0.005475 lr=7.43e-05 time=10.2s Epoch 1017/3000 loss=0.005161 lr=7.43e-05 time=10.2s Epoch 1018/3000 loss=0.005301 lr=7.43e-05 time=10.2s Epoch 1019/3000 loss=0.005294 lr=7.42e-05 time=10.2s Epoch 1020/3000 loss=0.005454 lr=7.42e-05 time=10.3s Epoch 1021/3000 loss=0.005401 lr=7.41e-05 time=10.3s Epoch 1022/3000 loss=0.005164 lr=7.41e-05 time=10.2s Epoch 1023/3000 loss=0.005303 lr=7.40e-05 time=10.2s Epoch 1024/3000 loss=0.005326 lr=7.40e-05 time=10.3s Epoch 1025/3000 loss=0.005183 lr=7.39e-05 time=10.2s Epoch 1026/3000 loss=0.005228 lr=7.39e-05 time=10.2s Epoch 1027/3000 loss=0.005410 lr=7.38e-05 time=10.2s Epoch 1028/3000 loss=0.005188 lr=7.38e-05 time=10.2s Epoch 1029/3000 loss=0.005120 lr=7.38e-05 time=10.2s Epoch 1030/3000 loss=0.005516 lr=7.37e-05 time=10.2s Epoch 1031/3000 loss=0.005216 lr=7.37e-05 time=10.3s Epoch 1032/3000 loss=0.005157 lr=7.36e-05 time=10.2s Epoch 1033/3000 loss=0.005273 lr=7.36e-05 time=10.3s Epoch 1034/3000 loss=0.005319 lr=7.35e-05 time=10.2s Epoch 1035/3000 loss=0.005144 lr=7.35e-05 time=10.3s Epoch 1036/3000 loss=0.005429 lr=7.34e-05 time=10.3s Epoch 1037/3000 loss=0.005242 lr=7.34e-05 time=10.3s Epoch 1038/3000 loss=0.005271 lr=7.33e-05 time=10.2s Epoch 1039/3000 loss=0.005394 lr=7.33e-05 time=10.2s Epoch 1040/3000 loss=0.005295 lr=7.32e-05 time=10.3s Epoch 1041/3000 loss=0.005244 lr=7.32e-05 time=10.2s Epoch 1042/3000 loss=0.005175 lr=7.32e-05 time=10.3s Epoch 1043/3000 loss=0.005128 lr=7.31e-05 time=10.2s Epoch 1044/3000 loss=0.005246 lr=7.31e-05 time=10.2s Epoch 1045/3000 loss=0.005133 lr=7.30e-05 time=10.2s Epoch 1046/3000 loss=0.005154 lr=7.30e-05 time=10.2s Epoch 1047/3000 loss=0.005259 lr=7.29e-05 time=10.2s Epoch 1048/3000 loss=0.005408 lr=7.29e-05 time=10.2s Epoch 1049/3000 loss=0.005335 lr=7.28e-05 time=10.2s Epoch 1050/3000 loss=0.005144 lr=7.28e-05 time=10.2s Epoch 1051/3000 loss=0.005311 lr=7.27e-05 time=10.2s Epoch 1052/3000 loss=0.005157 lr=7.27e-05 time=10.3s Epoch 1053/3000 loss=0.005248 lr=7.26e-05 time=10.2s Epoch 1054/3000 loss=0.005199 lr=7.26e-05 time=10.2s Epoch 1055/3000 loss=0.005254 lr=7.25e-05 time=10.2s Epoch 1056/3000 loss=0.005244 lr=7.25e-05 time=10.2s Epoch 1057/3000 loss=0.005226 lr=7.25e-05 time=10.2s Epoch 1058/3000 loss=0.005080 lr=7.24e-05 time=10.3s Epoch 1059/3000 loss=0.005171 lr=7.24e-05 time=10.2s Epoch 1060/3000 loss=0.005091 lr=7.23e-05 time=10.3s Epoch 1061/3000 loss=0.005156 lr=7.23e-05 time=10.2s Epoch 1062/3000 loss=0.005198 lr=7.22e-05 time=10.2s Epoch 1063/3000 loss=0.005125 lr=7.22e-05 time=10.2s Epoch 1064/3000 loss=0.005074 lr=7.21e-05 time=10.2s Epoch 1065/3000 loss=0.005114 lr=7.21e-05 time=10.2s Epoch 1066/3000 loss=0.004927 lr=7.20e-05 time=10.2s Epoch 1067/3000 loss=0.005121 lr=7.20e-05 time=10.3s Epoch 1068/3000 loss=0.005092 lr=7.19e-05 time=10.2s Epoch 1069/3000 loss=0.005164 lr=7.19e-05 time=10.2s Epoch 1070/3000 loss=0.005158 lr=7.18e-05 time=10.2s Epoch 1071/3000 loss=0.004983 lr=7.18e-05 time=10.3s Epoch 1072/3000 loss=0.005143 lr=7.17e-05 time=10.2s Epoch 1073/3000 loss=0.005222 lr=7.17e-05 time=10.2s Epoch 1074/3000 loss=0.005161 lr=7.17e-05 time=10.2s Epoch 1075/3000 loss=0.005052 lr=7.16e-05 time=10.2s Epoch 1076/3000 loss=0.004935 lr=7.16e-05 time=10.3s Epoch 1077/3000 loss=0.005145 lr=7.15e-05 time=10.2s Epoch 1078/3000 loss=0.005117 lr=7.15e-05 time=10.3s Epoch 1079/3000 loss=0.005116 lr=7.14e-05 time=10.2s Epoch 1080/3000 loss=0.005298 lr=7.14e-05 time=10.2s Epoch 1081/3000 loss=0.004999 lr=7.13e-05 time=10.2s Epoch 1082/3000 loss=0.005011 lr=7.13e-05 time=10.2s Epoch 1083/3000 loss=0.004916 lr=7.12e-05 time=10.2s Epoch 1084/3000 loss=0.004998 lr=7.12e-05 time=10.3s Epoch 1085/3000 loss=0.005101 lr=7.11e-05 time=10.2s Epoch 1086/3000 loss=0.005163 lr=7.11e-05 time=10.2s Epoch 1087/3000 loss=0.005123 lr=7.10e-05 time=10.2s Epoch 1088/3000 loss=0.005195 lr=7.10e-05 time=10.2s Epoch 1089/3000 loss=0.005164 lr=7.09e-05 time=10.2s Epoch 1090/3000 loss=0.005298 lr=7.09e-05 time=10.2s Epoch 1091/3000 loss=0.005125 lr=7.08e-05 time=10.3s Epoch 1092/3000 loss=0.005091 lr=7.08e-05 time=10.3s Epoch 1093/3000 loss=0.005066 lr=7.08e-05 time=10.2s Epoch 1094/3000 loss=0.005042 lr=7.07e-05 time=10.2s Epoch 1095/3000 loss=0.004796 lr=7.07e-05 time=10.2s Epoch 1096/3000 loss=0.005028 lr=7.06e-05 time=10.2s Epoch 1097/3000 loss=0.005264 lr=7.06e-05 time=10.2s Epoch 1098/3000 loss=0.004890 lr=7.05e-05 time=10.2s Epoch 1099/3000 loss=0.005001 lr=7.05e-05 time=10.2s Epoch 1100/3000 loss=0.005005 lr=7.04e-05 time=10.2s Epoch 1101/3000 loss=0.004963 lr=7.04e-05 time=10.2s Epoch 1102/3000 loss=0.005049 lr=7.03e-05 time=10.2s Epoch 1103/3000 loss=0.004785 lr=7.03e-05 time=10.1s Epoch 1104/3000 loss=0.005081 lr=7.02e-05 time=10.2s Epoch 1105/3000 loss=0.004914 lr=7.02e-05 time=10.2s Epoch 1106/3000 loss=0.005062 lr=7.01e-05 time=10.2s Epoch 1107/3000 loss=0.004952 lr=7.01e-05 time=10.2s Epoch 1108/3000 loss=0.004993 lr=7.00e-05 time=10.2s Epoch 1109/3000 loss=0.005074 lr=7.00e-05 time=10.2s Epoch 1110/3000 loss=0.004983 lr=6.99e-05 time=10.3s Epoch 1111/3000 loss=0.005006 lr=6.99e-05 time=10.2s Epoch 1112/3000 loss=0.005103 lr=6.98e-05 time=10.1s Epoch 1113/3000 loss=0.004974 lr=6.98e-05 time=10.2s Epoch 1114/3000 loss=0.005145 lr=6.97e-05 time=10.2s Epoch 1115/3000 loss=0.004898 lr=6.97e-05 time=10.2s Epoch 1116/3000 loss=0.004699 lr=6.96e-05 time=10.2s Epoch 1117/3000 loss=0.004857 lr=6.96e-05 time=10.3s Epoch 1118/3000 loss=0.004980 lr=6.96e-05 time=10.2s Epoch 1119/3000 loss=0.004986 lr=6.95e-05 time=10.2s Epoch 1120/3000 loss=0.004938 lr=6.95e-05 time=10.2s Epoch 1121/3000 loss=0.005033 lr=6.94e-05 time=10.2s Epoch 1122/3000 loss=0.004908 lr=6.94e-05 time=10.2s Epoch 1123/3000 loss=0.005143 lr=6.93e-05 time=10.2s Epoch 1124/3000 loss=0.005150 lr=6.93e-05 time=10.3s Epoch 1125/3000 loss=0.004927 lr=6.92e-05 time=10.2s Epoch 1126/3000 loss=0.005069 lr=6.92e-05 time=10.2s Epoch 1127/3000 loss=0.004787 lr=6.91e-05 time=10.2s Epoch 1128/3000 loss=0.005099 lr=6.91e-05 time=10.2s Epoch 1129/3000 loss=0.005015 lr=6.90e-05 time=10.3s Epoch 1130/3000 loss=0.004825 lr=6.90e-05 time=10.2s Epoch 1131/3000 loss=0.004940 lr=6.89e-05 time=10.3s Epoch 1132/3000 loss=0.005339 lr=6.89e-05 time=10.2s Epoch 1133/3000 loss=0.004927 lr=6.88e-05 time=10.2s Epoch 1134/3000 loss=0.004847 lr=6.88e-05 time=10.3s Epoch 1135/3000 loss=0.004786 lr=6.87e-05 time=10.3s Epoch 1136/3000 loss=0.005055 lr=6.87e-05 time=10.2s Epoch 1137/3000 loss=0.005046 lr=6.86e-05 time=10.3s Epoch 1138/3000 loss=0.004849 lr=6.86e-05 time=10.2s Epoch 1139/3000 loss=0.004965 lr=6.85e-05 time=10.2s Epoch 1140/3000 loss=0.004806 lr=6.85e-05 time=10.3s Epoch 1141/3000 loss=0.004721 lr=6.84e-05 time=10.3s Epoch 1142/3000 loss=0.005060 lr=6.84e-05 time=10.2s Epoch 1143/3000 loss=0.004866 lr=6.83e-05 time=10.2s Epoch 1144/3000 loss=0.004946 lr=6.83e-05 time=10.2s Epoch 1145/3000 loss=0.004995 lr=6.82e-05 time=10.2s Epoch 1146/3000 loss=0.004799 lr=6.82e-05 time=10.3s Epoch 1147/3000 loss=0.004853 lr=6.81e-05 time=10.2s Epoch 1148/3000 loss=0.004815 lr=6.81e-05 time=10.3s Epoch 1149/3000 loss=0.005021 lr=6.80e-05 time=10.3s Epoch 1150/3000 loss=0.004988 lr=6.80e-05 time=10.2s Epoch 1151/3000 loss=0.004776 lr=6.79e-05 time=10.2s Epoch 1152/3000 loss=0.004812 lr=6.79e-05 time=10.2s Epoch 1153/3000 loss=0.004712 lr=6.79e-05 time=10.3s Epoch 1154/3000 loss=0.004854 lr=6.78e-05 time=10.2s Epoch 1155/3000 loss=0.004842 lr=6.78e-05 time=10.2s Epoch 1156/3000 loss=0.004664 lr=6.77e-05 time=10.3s Epoch 1157/3000 loss=0.004864 lr=6.77e-05 time=10.3s Epoch 1158/3000 loss=0.004753 lr=6.76e-05 time=10.1s Epoch 1159/3000 loss=0.004860 lr=6.76e-05 time=10.3s Epoch 1160/3000 loss=0.004800 lr=6.75e-05 time=10.2s Epoch 1161/3000 loss=0.004823 lr=6.75e-05 time=10.2s Epoch 1162/3000 loss=0.004939 lr=6.74e-05 time=10.3s Epoch 1163/3000 loss=0.004706 lr=6.74e-05 time=10.2s Epoch 1164/3000 loss=0.004849 lr=6.73e-05 time=10.2s Epoch 1165/3000 loss=0.004793 lr=6.73e-05 time=10.4s Epoch 1166/3000 loss=0.004821 lr=6.72e-05 time=10.2s Epoch 1167/3000 loss=0.004653 lr=6.72e-05 time=10.3s Epoch 1168/3000 loss=0.004895 lr=6.71e-05 time=10.3s Epoch 1169/3000 loss=0.004829 lr=6.71e-05 time=10.2s Epoch 1170/3000 loss=0.004863 lr=6.70e-05 time=10.3s Epoch 1171/3000 loss=0.004801 lr=6.70e-05 time=10.3s Epoch 1172/3000 loss=0.004729 lr=6.69e-05 time=10.2s Epoch 1173/3000 loss=0.004771 lr=6.69e-05 time=10.3s Epoch 1174/3000 loss=0.004581 lr=6.68e-05 time=10.2s Epoch 1175/3000 loss=0.004814 lr=6.68e-05 time=10.3s Epoch 1176/3000 loss=0.004832 lr=6.67e-05 time=10.2s Epoch 1177/3000 loss=0.004769 lr=6.67e-05 time=10.2s Epoch 1178/3000 loss=0.004752 lr=6.66e-05 time=10.2s Epoch 1179/3000 loss=0.004900 lr=6.66e-05 time=10.3s Epoch 1180/3000 loss=0.004649 lr=6.65e-05 time=10.2s Epoch 1181/3000 loss=0.004726 lr=6.65e-05 time=10.2s Epoch 1182/3000 loss=0.004816 lr=6.64e-05 time=10.3s Epoch 1183/3000 loss=0.004826 lr=6.64e-05 time=10.2s Epoch 1184/3000 loss=0.004800 lr=6.63e-05 time=10.2s Epoch 1185/3000 loss=0.004825 lr=6.63e-05 time=10.2s Epoch 1186/3000 loss=0.004751 lr=6.62e-05 time=10.2s Epoch 1187/3000 loss=0.004615 lr=6.62e-05 time=10.2s Epoch 1188/3000 loss=0.004717 lr=6.61e-05 time=10.1s Epoch 1189/3000 loss=0.004842 lr=6.61e-05 time=10.2s Epoch 1190/3000 loss=0.004903 lr=6.60e-05 time=10.2s Epoch 1191/3000 loss=0.004727 lr=6.60e-05 time=10.2s Epoch 1192/3000 loss=0.004815 lr=6.59e-05 time=10.2s Epoch 1193/3000 loss=0.004675 lr=6.59e-05 time=10.2s Epoch 1194/3000 loss=0.004728 lr=6.58e-05 time=10.2s Epoch 1195/3000 loss=0.004783 lr=6.58e-05 time=10.2s Epoch 1196/3000 loss=0.004692 lr=6.57e-05 time=10.2s Epoch 1197/3000 loss=0.004544 lr=6.57e-05 time=10.2s Epoch 1198/3000 loss=0.004480 lr=6.56e-05 time=10.3s Epoch 1199/3000 loss=0.004857 lr=6.56e-05 time=10.2s Epoch 1200/3000 loss=0.004630 lr=6.55e-05 time=10.1s Epoch 1201/3000 loss=0.004571 lr=6.55e-05 time=10.2s Epoch 1202/3000 loss=0.004782 lr=6.54e-05 time=10.2s Epoch 1203/3000 loss=0.004685 lr=6.54e-05 time=10.2s Epoch 1204/3000 loss=0.004707 lr=6.53e-05 time=10.2s Epoch 1205/3000 loss=0.004732 lr=6.53e-05 time=10.3s Epoch 1206/3000 loss=0.004714 lr=6.52e-05 time=10.2s Epoch 1207/3000 loss=0.004800 lr=6.52e-05 time=10.2s Epoch 1208/3000 loss=0.004767 lr=6.51e-05 time=10.2s Epoch 1209/3000 loss=0.004493 lr=6.51e-05 time=10.1s Epoch 1210/3000 loss=0.004678 lr=6.50e-05 time=10.2s Epoch 1211/3000 loss=0.004802 lr=6.50e-05 time=10.2s Epoch 1212/3000 loss=0.004517 lr=6.49e-05 time=10.2s Epoch 1213/3000 loss=0.004781 lr=6.49e-05 time=10.3s Epoch 1214/3000 loss=0.004772 lr=6.48e-05 time=10.3s Epoch 1215/3000 loss=0.004491 lr=6.48e-05 time=10.2s Epoch 1216/3000 loss=0.004667 lr=6.47e-05 time=10.2s Epoch 1217/3000 loss=0.004503 lr=6.47e-05 time=10.2s Epoch 1218/3000 loss=0.004502 lr=6.46e-05 time=10.2s Epoch 1219/3000 loss=0.004521 lr=6.46e-05 time=10.2s Epoch 1220/3000 loss=0.004626 lr=6.45e-05 time=10.2s Epoch 1221/3000 loss=0.004649 lr=6.45e-05 time=10.2s Epoch 1222/3000 loss=0.004604 lr=6.44e-05 time=10.3s Epoch 1223/3000 loss=0.004592 lr=6.44e-05 time=10.2s Epoch 1224/3000 loss=0.004686 lr=6.43e-05 time=10.2s Epoch 1225/3000 loss=0.004499 lr=6.43e-05 time=10.3s Epoch 1226/3000 loss=0.004646 lr=6.42e-05 time=10.2s Epoch 1227/3000 loss=0.004572 lr=6.42e-05 time=10.2s Epoch 1228/3000 loss=0.004497 lr=6.41e-05 time=10.1s Epoch 1229/3000 loss=0.004537 lr=6.41e-05 time=10.1s Epoch 1230/3000 loss=0.004428 lr=6.40e-05 time=10.2s Epoch 1231/3000 loss=0.004606 lr=6.40e-05 time=10.3s Epoch 1232/3000 loss=0.004612 lr=6.39e-05 time=10.1s Epoch 1233/3000 loss=0.004612 lr=6.39e-05 time=10.3s Epoch 1234/3000 loss=0.004612 lr=6.38e-05 time=10.3s Epoch 1235/3000 loss=0.004507 lr=6.38e-05 time=10.2s Epoch 1236/3000 loss=0.004596 lr=6.37e-05 time=10.2s Epoch 1237/3000 loss=0.004353 lr=6.37e-05 time=10.1s Epoch 1238/3000 loss=0.004614 lr=6.36e-05 time=10.2s Epoch 1239/3000 loss=0.004594 lr=6.36e-05 time=10.2s Epoch 1240/3000 loss=0.004600 lr=6.35e-05 time=10.3s Epoch 1241/3000 loss=0.004671 lr=6.35e-05 time=10.2s Epoch 1242/3000 loss=0.004492 lr=6.34e-05 time=10.2s Epoch 1243/3000 loss=0.004596 lr=6.34e-05 time=10.2s Epoch 1244/3000 loss=0.004668 lr=6.33e-05 time=10.2s Epoch 1245/3000 loss=0.004402 lr=6.33e-05 time=10.2s Epoch 1246/3000 loss=0.004523 lr=6.32e-05 time=10.2s Epoch 1247/3000 loss=0.004480 lr=6.32e-05 time=10.3s Epoch 1248/3000 loss=0.004564 lr=6.31e-05 time=10.2s Epoch 1249/3000 loss=0.004536 lr=6.31e-05 time=10.2s Epoch 1250/3000 loss=0.004646 lr=6.30e-05 time=10.3s Epoch 1251/3000 loss=0.004673 lr=6.30e-05 time=10.2s Epoch 1252/3000 loss=0.004605 lr=6.29e-05 time=10.2s Epoch 1253/3000 loss=0.004612 lr=6.29e-05 time=10.2s Epoch 1254/3000 loss=0.004588 lr=6.28e-05 time=10.2s Epoch 1255/3000 loss=0.004368 lr=6.28e-05 time=10.2s Epoch 1256/3000 loss=0.004564 lr=6.27e-05 time=10.1s Epoch 1257/3000 loss=0.004614 lr=6.27e-05 time=10.2s Epoch 1258/3000 loss=0.004480 lr=6.26e-05 time=10.2s Epoch 1259/3000 loss=0.004545 lr=6.26e-05 time=10.2s Epoch 1260/3000 loss=0.004316 lr=6.25e-05 time=10.2s Epoch 1261/3000 loss=0.004590 lr=6.25e-05 time=10.3s Epoch 1262/3000 loss=0.004463 lr=6.24e-05 time=10.3s Epoch 1263/3000 loss=0.004485 lr=6.24e-05 time=10.3s Epoch 1264/3000 loss=0.004664 lr=6.23e-05 time=10.3s Epoch 1265/3000 loss=0.004391 lr=6.23e-05 time=10.2s Epoch 1266/3000 loss=0.004429 lr=6.22e-05 time=10.2s Epoch 1267/3000 loss=0.004770 lr=6.22e-05 time=10.3s Epoch 1268/3000 loss=0.004312 lr=6.21e-05 time=10.2s Epoch 1269/3000 loss=0.004496 lr=6.21e-05 time=10.3s Epoch 1270/3000 loss=0.004519 lr=6.20e-05 time=10.3s Epoch 1271/3000 loss=0.004589 lr=6.20e-05 time=10.2s Epoch 1272/3000 loss=0.004651 lr=6.19e-05 time=10.1s Epoch 1273/3000 loss=0.004312 lr=6.19e-05 time=10.2s Epoch 1274/3000 loss=0.004338 lr=6.18e-05 time=10.3s Epoch 1275/3000 loss=0.004553 lr=6.17e-05 time=10.2s Epoch 1276/3000 loss=0.004424 lr=6.17e-05 time=10.2s Epoch 1277/3000 loss=0.004435 lr=6.16e-05 time=10.3s Epoch 1278/3000 loss=0.004317 lr=6.16e-05 time=10.2s Epoch 1279/3000 loss=0.004429 lr=6.15e-05 time=10.2s Epoch 1280/3000 loss=0.004287 lr=6.15e-05 time=10.2s Epoch 1281/3000 loss=0.004639 lr=6.14e-05 time=10.2s Epoch 1282/3000 loss=0.004572 lr=6.14e-05 time=10.2s Epoch 1283/3000 loss=0.004422 lr=6.13e-05 time=10.3s Epoch 1284/3000 loss=0.004371 lr=6.13e-05 time=10.2s Epoch 1285/3000 loss=0.004457 lr=6.12e-05 time=10.3s Epoch 1286/3000 loss=0.004369 lr=6.12e-05 time=10.1s Epoch 1287/3000 loss=0.004528 lr=6.11e-05 time=10.2s Epoch 1288/3000 loss=0.004349 lr=6.11e-05 time=10.2s Epoch 1289/3000 loss=0.004348 lr=6.10e-05 time=10.2s Epoch 1290/3000 loss=0.004411 lr=6.10e-05 time=10.2s Epoch 1291/3000 loss=0.004470 lr=6.09e-05 time=10.2s Epoch 1292/3000 loss=0.004452 lr=6.09e-05 time=10.1s Epoch 1293/3000 loss=0.004529 lr=6.08e-05 time=10.2s Epoch 1294/3000 loss=0.004390 lr=6.08e-05 time=10.2s Epoch 1295/3000 loss=0.004410 lr=6.07e-05 time=10.2s Epoch 1296/3000 loss=0.004371 lr=6.07e-05 time=10.3s Epoch 1297/3000 loss=0.004340 lr=6.06e-05 time=10.3s Epoch 1298/3000 loss=0.004227 lr=6.06e-05 time=10.3s Epoch 1299/3000 loss=0.004379 lr=6.05e-05 time=10.3s Epoch 1300/3000 loss=0.004362 lr=6.05e-05 time=10.2s Epoch 1301/3000 loss=0.004340 lr=6.04e-05 time=10.2s Epoch 1302/3000 loss=0.004327 lr=6.04e-05 time=10.2s Epoch 1303/3000 loss=0.004257 lr=6.03e-05 time=10.2s Epoch 1304/3000 loss=0.004344 lr=6.03e-05 time=10.3s Epoch 1305/3000 loss=0.004312 lr=6.02e-05 time=10.2s Epoch 1306/3000 loss=0.004275 lr=6.02e-05 time=10.3s Epoch 1307/3000 loss=0.004384 lr=6.01e-05 time=10.3s Epoch 1308/3000 loss=0.004457 lr=6.01e-05 time=10.3s Epoch 1309/3000 loss=0.004468 lr=6.00e-05 time=10.3s Epoch 1310/3000 loss=0.004446 lr=6.00e-05 time=10.3s Epoch 1311/3000 loss=0.004269 lr=5.99e-05 time=10.3s Epoch 1312/3000 loss=0.004286 lr=5.99e-05 time=10.2s Epoch 1313/3000 loss=0.004339 lr=5.98e-05 time=10.2s Epoch 1314/3000 loss=0.004429 lr=5.98e-05 time=10.2s Epoch 1315/3000 loss=0.004297 lr=5.97e-05 time=10.2s Epoch 1316/3000 loss=0.004369 lr=5.96e-05 time=10.2s Epoch 1317/3000 loss=0.004162 lr=5.96e-05 time=10.2s Epoch 1318/3000 loss=0.004262 lr=5.95e-05 time=10.4s Epoch 1319/3000 loss=0.004411 lr=5.95e-05 time=10.3s Epoch 1320/3000 loss=0.004435 lr=5.94e-05 time=10.2s Epoch 1321/3000 loss=0.004336 lr=5.94e-05 time=10.2s Epoch 1322/3000 loss=0.004365 lr=5.93e-05 time=10.2s Epoch 1323/3000 loss=0.004371 lr=5.93e-05 time=10.2s Epoch 1324/3000 loss=0.004042 lr=5.92e-05 time=10.2s Epoch 1325/3000 loss=0.004277 lr=5.92e-05 time=10.3s Epoch 1326/3000 loss=0.004205 lr=5.91e-05 time=10.3s Epoch 1327/3000 loss=0.004474 lr=5.91e-05 time=10.2s Epoch 1328/3000 loss=0.004257 lr=5.90e-05 time=10.2s Epoch 1329/3000 loss=0.004267 lr=5.90e-05 time=10.2s Epoch 1330/3000 loss=0.004375 lr=5.89e-05 time=10.2s Epoch 1331/3000 loss=0.004097 lr=5.89e-05 time=10.2s Epoch 1332/3000 loss=0.004189 lr=5.88e-05 time=10.2s Epoch 1333/3000 loss=0.004268 lr=5.88e-05 time=10.3s Epoch 1334/3000 loss=0.004425 lr=5.87e-05 time=10.2s Epoch 1335/3000 loss=0.004157 lr=5.87e-05 time=10.2s Epoch 1336/3000 loss=0.004206 lr=5.86e-05 time=10.3s Epoch 1337/3000 loss=0.004355 lr=5.86e-05 time=10.3s Epoch 1338/3000 loss=0.004291 lr=5.85e-05 time=10.2s Epoch 1339/3000 loss=0.004308 lr=5.85e-05 time=10.2s Epoch 1340/3000 loss=0.004311 lr=5.84e-05 time=10.2s Epoch 1341/3000 loss=0.004181 lr=5.84e-05 time=10.3s Epoch 1342/3000 loss=0.004214 lr=5.83e-05 time=10.3s Epoch 1343/3000 loss=0.004367 lr=5.83e-05 time=10.2s Epoch 1344/3000 loss=0.004216 lr=5.82e-05 time=10.2s Epoch 1345/3000 loss=0.004308 lr=5.82e-05 time=10.2s Epoch 1346/3000 loss=0.004229 lr=5.81e-05 time=10.2s Epoch 1347/3000 loss=0.004391 lr=5.81e-05 time=10.2s Epoch 1348/3000 loss=0.004238 lr=5.80e-05 time=10.3s Epoch 1349/3000 loss=0.004054 lr=5.79e-05 time=10.1s Epoch 1350/3000 loss=0.004102 lr=5.79e-05 time=10.3s Epoch 1351/3000 loss=0.004358 lr=5.78e-05 time=10.2s Epoch 1352/3000 loss=0.004312 lr=5.78e-05 time=10.2s Epoch 1353/3000 loss=0.004269 lr=5.77e-05 time=10.2s Epoch 1354/3000 loss=0.004271 lr=5.77e-05 time=10.2s Epoch 1355/3000 loss=0.004150 lr=5.76e-05 time=10.3s Epoch 1356/3000 loss=0.004232 lr=5.76e-05 time=10.2s Epoch 1357/3000 loss=0.004134 lr=5.75e-05 time=10.2s Epoch 1358/3000 loss=0.004087 lr=5.75e-05 time=10.2s Epoch 1359/3000 loss=0.004027 lr=5.74e-05 time=10.2s Epoch 1360/3000 loss=0.004353 lr=5.74e-05 time=10.3s Epoch 1361/3000 loss=0.004232 lr=5.73e-05 time=10.2s Epoch 1362/3000 loss=0.004263 lr=5.73e-05 time=10.2s Epoch 1363/3000 loss=0.004138 lr=5.72e-05 time=10.2s Epoch 1364/3000 loss=0.004148 lr=5.72e-05 time=10.2s Epoch 1365/3000 loss=0.004250 lr=5.71e-05 time=10.2s Epoch 1366/3000 loss=0.004125 lr=5.71e-05 time=10.2s Epoch 1367/3000 loss=0.004150 lr=5.70e-05 time=10.2s Epoch 1368/3000 loss=0.004220 lr=5.70e-05 time=10.2s Epoch 1369/3000 loss=0.004157 lr=5.69e-05 time=10.2s Epoch 1370/3000 loss=0.004367 lr=5.69e-05 time=10.2s Epoch 1371/3000 loss=0.004179 lr=5.68e-05 time=10.2s Epoch 1372/3000 loss=0.004115 lr=5.68e-05 time=10.2s Epoch 1373/3000 loss=0.004270 lr=5.67e-05 time=10.2s Epoch 1374/3000 loss=0.004217 lr=5.67e-05 time=10.2s Epoch 1375/3000 loss=0.004138 lr=5.66e-05 time=10.2s Epoch 1376/3000 loss=0.004239 lr=5.65e-05 time=10.3s Epoch 1377/3000 loss=0.004170 lr=5.65e-05 time=10.3s Epoch 1378/3000 loss=0.004156 lr=5.64e-05 time=10.3s Epoch 1379/3000 loss=0.004207 lr=5.64e-05 time=10.2s Epoch 1380/3000 loss=0.004048 lr=5.63e-05 time=10.2s Epoch 1381/3000 loss=0.003985 lr=5.63e-05 time=10.3s Epoch 1382/3000 loss=0.004177 lr=5.62e-05 time=10.3s Epoch 1383/3000 loss=0.004230 lr=5.62e-05 time=10.3s Epoch 1384/3000 loss=0.004165 lr=5.61e-05 time=10.3s Epoch 1385/3000 loss=0.004055 lr=5.61e-05 time=10.2s Epoch 1386/3000 loss=0.004041 lr=5.60e-05 time=10.2s Epoch 1387/3000 loss=0.004219 lr=5.60e-05 time=10.2s Epoch 1388/3000 loss=0.004014 lr=5.59e-05 time=10.2s Epoch 1389/3000 loss=0.003996 lr=5.59e-05 time=10.2s Epoch 1390/3000 loss=0.004040 lr=5.58e-05 time=10.2s Epoch 1391/3000 loss=0.004143 lr=5.58e-05 time=10.2s Epoch 1392/3000 loss=0.004159 lr=5.57e-05 time=10.2s Epoch 1393/3000 loss=0.004030 lr=5.57e-05 time=10.2s Epoch 1394/3000 loss=0.004140 lr=5.56e-05 time=10.3s Epoch 1395/3000 loss=0.004064 lr=5.56e-05 time=10.2s Epoch 1396/3000 loss=0.004123 lr=5.55e-05 time=10.3s Epoch 1397/3000 loss=0.004126 lr=5.55e-05 time=10.2s Epoch 1398/3000 loss=0.004186 lr=5.54e-05 time=10.1s Epoch 1399/3000 loss=0.003960 lr=5.54e-05 time=10.2s Epoch 1400/3000 loss=0.004062 lr=5.53e-05 time=10.4s Epoch 1401/3000 loss=0.004108 lr=5.52e-05 time=10.3s Epoch 1402/3000 loss=0.004140 lr=5.52e-05 time=10.2s Epoch 1403/3000 loss=0.004058 lr=5.51e-05 time=10.3s Epoch 1404/3000 loss=0.003956 lr=5.51e-05 time=10.3s Epoch 1405/3000 loss=0.003983 lr=5.50e-05 time=10.3s Epoch 1406/3000 loss=0.004098 lr=5.50e-05 time=10.3s Epoch 1407/3000 loss=0.004043 lr=5.49e-05 time=10.3s Epoch 1408/3000 loss=0.004123 lr=5.49e-05 time=10.2s Epoch 1409/3000 loss=0.004146 lr=5.48e-05 time=10.3s Epoch 1410/3000 loss=0.003982 lr=5.48e-05 time=10.2s Epoch 1411/3000 loss=0.004110 lr=5.47e-05 time=10.2s Epoch 1412/3000 loss=0.004127 lr=5.47e-05 time=10.2s Epoch 1413/3000 loss=0.004038 lr=5.46e-05 time=10.3s Epoch 1414/3000 loss=0.004181 lr=5.46e-05 time=10.4s Epoch 1415/3000 loss=0.004194 lr=5.45e-05 time=10.2s Epoch 1416/3000 loss=0.003941 lr=5.45e-05 time=10.3s Epoch 1417/3000 loss=0.004089 lr=5.44e-05 time=10.2s Epoch 1418/3000 loss=0.003995 lr=5.44e-05 time=10.2s Epoch 1419/3000 loss=0.004050 lr=5.43e-05 time=10.3s Epoch 1420/3000 loss=0.004109 lr=5.43e-05 time=10.2s Epoch 1421/3000 loss=0.003955 lr=5.42e-05 time=10.3s Epoch 1422/3000 loss=0.004158 lr=5.42e-05 time=10.3s Epoch 1423/3000 loss=0.004049 lr=5.41e-05 time=10.2s Epoch 1424/3000 loss=0.004022 lr=5.40e-05 time=10.3s Epoch 1425/3000 loss=0.003960 lr=5.40e-05 time=10.4s Epoch 1426/3000 loss=0.003940 lr=5.39e-05 time=10.3s Epoch 1427/3000 loss=0.004053 lr=5.39e-05 time=10.4s Epoch 1428/3000 loss=0.004077 lr=5.38e-05 time=10.2s Epoch 1429/3000 loss=0.004021 lr=5.38e-05 time=10.2s Epoch 1430/3000 loss=0.004046 lr=5.37e-05 time=10.2s Epoch 1431/3000 loss=0.004026 lr=5.37e-05 time=10.3s Epoch 1432/3000 loss=0.004183 lr=5.36e-05 time=10.2s Epoch 1433/3000 loss=0.004080 lr=5.36e-05 time=10.2s Epoch 1434/3000 loss=0.003974 lr=5.35e-05 time=10.3s Epoch 1435/3000 loss=0.003928 lr=5.35e-05 time=10.2s Epoch 1436/3000 loss=0.004079 lr=5.34e-05 time=10.4s Epoch 1437/3000 loss=0.003944 lr=5.34e-05 time=10.2s Epoch 1438/3000 loss=0.003853 lr=5.33e-05 time=10.3s Epoch 1439/3000 loss=0.003906 lr=5.33e-05 time=10.3s Epoch 1440/3000 loss=0.004030 lr=5.32e-05 time=10.2s Epoch 1441/3000 loss=0.003989 lr=5.32e-05 time=10.2s Epoch 1442/3000 loss=0.004090 lr=5.31e-05 time=10.2s Epoch 1443/3000 loss=0.003948 lr=5.31e-05 time=10.1s Epoch 1444/3000 loss=0.003918 lr=5.30e-05 time=10.2s Epoch 1445/3000 loss=0.004019 lr=5.29e-05 time=10.2s Epoch 1446/3000 loss=0.003879 lr=5.29e-05 time=10.2s Epoch 1447/3000 loss=0.003889 lr=5.28e-05 time=10.2s Epoch 1448/3000 loss=0.003932 lr=5.28e-05 time=10.2s Epoch 1449/3000 loss=0.003939 lr=5.27e-05 time=10.3s Epoch 1450/3000 loss=0.003902 lr=5.27e-05 time=10.2s Epoch 1451/3000 loss=0.003944 lr=5.26e-05 time=10.2s Epoch 1452/3000 loss=0.003846 lr=5.26e-05 time=10.2s Epoch 1453/3000 loss=0.004027 lr=5.25e-05 time=10.3s Epoch 1454/3000 loss=0.003886 lr=5.25e-05 time=10.2s Epoch 1455/3000 loss=0.003961 lr=5.24e-05 time=10.2s Epoch 1456/3000 loss=0.003937 lr=5.24e-05 time=10.3s Epoch 1457/3000 loss=0.003972 lr=5.23e-05 time=10.2s Epoch 1458/3000 loss=0.003979 lr=5.23e-05 time=10.1s Epoch 1459/3000 loss=0.003952 lr=5.22e-05 time=10.2s Epoch 1460/3000 loss=0.004006 lr=5.22e-05 time=10.2s Epoch 1461/3000 loss=0.003963 lr=5.21e-05 time=10.2s Epoch 1462/3000 loss=0.004060 lr=5.21e-05 time=10.2s Epoch 1463/3000 loss=0.003799 lr=5.20e-05 time=10.2s Epoch 1464/3000 loss=0.003846 lr=5.20e-05 time=10.2s Epoch 1465/3000 loss=0.004077 lr=5.19e-05 time=10.2s Epoch 1466/3000 loss=0.003794 lr=5.18e-05 time=10.2s Epoch 1467/3000 loss=0.004012 lr=5.18e-05 time=10.3s Epoch 1468/3000 loss=0.003959 lr=5.17e-05 time=10.2s Epoch 1469/3000 loss=0.003934 lr=5.17e-05 time=10.2s Epoch 1470/3000 loss=0.003852 lr=5.16e-05 time=10.2s Epoch 1471/3000 loss=0.003927 lr=5.16e-05 time=10.2s Epoch 1472/3000 loss=0.003842 lr=5.15e-05 time=10.2s Epoch 1473/3000 loss=0.003773 lr=5.15e-05 time=10.2s Epoch 1474/3000 loss=0.003856 lr=5.14e-05 time=10.2s Epoch 1475/3000 loss=0.003898 lr=5.14e-05 time=10.2s Epoch 1476/3000 loss=0.003962 lr=5.13e-05 time=10.3s Epoch 1477/3000 loss=0.003857 lr=5.13e-05 time=10.3s Epoch 1478/3000 loss=0.003807 lr=5.12e-05 time=10.2s Epoch 1479/3000 loss=0.003918 lr=5.12e-05 time=10.2s Epoch 1480/3000 loss=0.003764 lr=5.11e-05 time=10.2s Epoch 1481/3000 loss=0.003880 lr=5.11e-05 time=10.3s Epoch 1482/3000 loss=0.003878 lr=5.10e-05 time=10.2s Epoch 1483/3000 loss=0.003902 lr=5.10e-05 time=10.3s Epoch 1484/3000 loss=0.003800 lr=5.09e-05 time=10.2s Epoch 1485/3000 loss=0.003914 lr=5.09e-05 time=10.3s Epoch 1486/3000 loss=0.003963 lr=5.08e-05 time=10.3s Epoch 1487/3000 loss=0.003804 lr=5.07e-05 time=10.2s Epoch 1488/3000 loss=0.003803 lr=5.07e-05 time=10.2s Epoch 1489/3000 loss=0.003827 lr=5.06e-05 time=10.2s Epoch 1490/3000 loss=0.003790 lr=5.06e-05 time=10.3s Epoch 1491/3000 loss=0.004092 lr=5.05e-05 time=10.3s Epoch 1492/3000 loss=0.003991 lr=5.05e-05 time=10.2s Epoch 1493/3000 loss=0.003858 lr=5.04e-05 time=10.3s Epoch 1494/3000 loss=0.003675 lr=5.04e-05 time=10.3s Epoch 1495/3000 loss=0.003955 lr=5.03e-05 time=10.2s Epoch 1496/3000 loss=0.003841 lr=5.03e-05 time=10.2s Epoch 1497/3000 loss=0.003878 lr=5.02e-05 time=10.2s Epoch 1498/3000 loss=0.003828 lr=5.02e-05 time=10.3s Epoch 1499/3000 loss=0.003852 lr=5.01e-05 time=10.3s Epoch 1500/3000 loss=0.003804 lr=5.01e-05 time=10.2s Epoch 1501/3000 loss=0.003684 lr=5.00e-05 time=10.2s Epoch 1502/3000 loss=0.003709 lr=5.00e-05 time=10.3s Epoch 1503/3000 loss=0.003738 lr=4.99e-05 time=10.2s Epoch 1504/3000 loss=0.003909 lr=4.99e-05 time=10.2s Epoch 1505/3000 loss=0.003805 lr=4.98e-05 time=10.1s Epoch 1506/3000 loss=0.003772 lr=4.98e-05 time=10.2s Epoch 1507/3000 loss=0.003929 lr=4.97e-05 time=10.2s Epoch 1508/3000 loss=0.003770 lr=4.96e-05 time=10.2s Epoch 1509/3000 loss=0.003953 lr=4.96e-05 time=10.2s Epoch 1510/3000 loss=0.003734 lr=4.95e-05 time=10.3s Epoch 1511/3000 loss=0.003743 lr=4.95e-05 time=10.3s Epoch 1512/3000 loss=0.003588 lr=4.94e-05 time=10.2s Epoch 1513/3000 loss=0.003839 lr=4.94e-05 time=10.3s Epoch 1514/3000 loss=0.003805 lr=4.93e-05 time=10.3s Epoch 1515/3000 loss=0.003771 lr=4.93e-05 time=10.3s Epoch 1516/3000 loss=0.003889 lr=4.92e-05 time=10.2s Epoch 1517/3000 loss=0.003735 lr=4.92e-05 time=10.2s Epoch 1518/3000 loss=0.003706 lr=4.91e-05 time=10.3s Epoch 1519/3000 loss=0.003753 lr=4.91e-05 time=10.2s Epoch 1520/3000 loss=0.003784 lr=4.90e-05 time=10.2s Epoch 1521/3000 loss=0.003735 lr=4.90e-05 time=10.2s Epoch 1522/3000 loss=0.003692 lr=4.89e-05 time=10.3s Epoch 1523/3000 loss=0.003873 lr=4.89e-05 time=10.2s Epoch 1524/3000 loss=0.003782 lr=4.88e-05 time=10.2s Epoch 1525/3000 loss=0.003785 lr=4.88e-05 time=10.2s Epoch 1526/3000 loss=0.003770 lr=4.87e-05 time=10.2s Epoch 1527/3000 loss=0.003831 lr=4.87e-05 time=10.2s Epoch 1528/3000 loss=0.003742 lr=4.86e-05 time=10.3s Epoch 1529/3000 loss=0.003650 lr=4.85e-05 time=10.2s Epoch 1530/3000 loss=0.003787 lr=4.85e-05 time=10.2s Epoch 1531/3000 loss=0.003748 lr=4.84e-05 time=10.2s Epoch 1532/3000 loss=0.003650 lr=4.84e-05 time=10.2s Epoch 1533/3000 loss=0.003695 lr=4.83e-05 time=10.2s Epoch 1534/3000 loss=0.003764 lr=4.83e-05 time=10.3s Epoch 1535/3000 loss=0.003681 lr=4.82e-05 time=10.2s Epoch 1536/3000 loss=0.003748 lr=4.82e-05 time=10.2s Epoch 1537/3000 loss=0.003647 lr=4.81e-05 time=10.2s Epoch 1538/3000 loss=0.003760 lr=4.81e-05 time=10.2s Epoch 1539/3000 loss=0.003668 lr=4.80e-05 time=10.2s Epoch 1540/3000 loss=0.003657 lr=4.80e-05 time=10.2s Epoch 1541/3000 loss=0.003682 lr=4.79e-05 time=10.3s Epoch 1542/3000 loss=0.003672 lr=4.79e-05 time=10.2s Epoch 1543/3000 loss=0.003826 lr=4.78e-05 time=10.3s Epoch 1544/3000 loss=0.003766 lr=4.78e-05 time=10.2s Epoch 1545/3000 loss=0.003717 lr=4.77e-05 time=10.2s Epoch 1546/3000 loss=0.003797 lr=4.77e-05 time=10.3s Epoch 1547/3000 loss=0.003574 lr=4.76e-05 time=10.3s Epoch 1548/3000 loss=0.003644 lr=4.76e-05 time=10.3s Epoch 1549/3000 loss=0.003730 lr=4.75e-05 time=10.2s Epoch 1550/3000 loss=0.003596 lr=4.74e-05 time=10.2s Epoch 1551/3000 loss=0.003687 lr=4.74e-05 time=10.1s Epoch 1552/3000 loss=0.003640 lr=4.73e-05 time=10.2s Epoch 1553/3000 loss=0.003799 lr=4.73e-05 time=10.2s Epoch 1554/3000 loss=0.003598 lr=4.72e-05 time=10.2s Epoch 1555/3000 loss=0.003584 lr=4.72e-05 time=10.2s Epoch 1556/3000 loss=0.003823 lr=4.71e-05 time=10.2s Epoch 1557/3000 loss=0.003541 lr=4.71e-05 time=10.3s Epoch 1558/3000 loss=0.003610 lr=4.70e-05 time=10.3s Epoch 1559/3000 loss=0.003672 lr=4.70e-05 time=10.2s Epoch 1560/3000 loss=0.003555 lr=4.69e-05 time=10.2s Epoch 1561/3000 loss=0.003618 lr=4.69e-05 time=10.2s Epoch 1562/3000 loss=0.003768 lr=4.68e-05 time=10.2s Epoch 1563/3000 loss=0.003721 lr=4.68e-05 time=10.3s Epoch 1564/3000 loss=0.003592 lr=4.67e-05 time=10.3s Epoch 1565/3000 loss=0.003548 lr=4.67e-05 time=10.3s Epoch 1566/3000 loss=0.003532 lr=4.66e-05 time=10.2s Epoch 1567/3000 loss=0.003611 lr=4.66e-05 time=10.2s Epoch 1568/3000 loss=0.003433 lr=4.65e-05 time=10.2s Epoch 1569/3000 loss=0.003684 lr=4.65e-05 time=10.3s Epoch 1570/3000 loss=0.003561 lr=4.64e-05 time=10.2s Epoch 1571/3000 loss=0.003684 lr=4.64e-05 time=10.3s Epoch 1572/3000 loss=0.003640 lr=4.63e-05 time=10.2s Epoch 1573/3000 loss=0.003653 lr=4.62e-05 time=10.2s Epoch 1574/3000 loss=0.003739 lr=4.62e-05 time=10.2s Epoch 1575/3000 loss=0.003592 lr=4.61e-05 time=10.2s Epoch 1576/3000 loss=0.003421 lr=4.61e-05 time=10.2s Epoch 1577/3000 loss=0.003519 lr=4.60e-05 time=10.3s Epoch 1578/3000 loss=0.003562 lr=4.60e-05 time=10.2s Epoch 1579/3000 loss=0.003631 lr=4.59e-05 time=10.2s Epoch 1580/3000 loss=0.003673 lr=4.59e-05 time=10.2s Epoch 1581/3000 loss=0.003597 lr=4.58e-05 time=10.3s Epoch 1582/3000 loss=0.003660 lr=4.58e-05 time=10.2s Epoch 1583/3000 loss=0.003508 lr=4.57e-05 time=10.2s Epoch 1584/3000 loss=0.003608 lr=4.57e-05 time=10.2s Epoch 1585/3000 loss=0.003544 lr=4.56e-05 time=10.2s Epoch 1586/3000 loss=0.003632 lr=4.56e-05 time=10.1s Epoch 1587/3000 loss=0.003703 lr=4.55e-05 time=10.2s Epoch 1588/3000 loss=0.003642 lr=4.55e-05 time=10.2s Epoch 1589/3000 loss=0.003594 lr=4.54e-05 time=10.3s Epoch 1590/3000 loss=0.003539 lr=4.54e-05 time=10.4s Epoch 1591/3000 loss=0.003618 lr=4.53e-05 time=10.2s Epoch 1592/3000 loss=0.003454 lr=4.53e-05 time=10.3s Epoch 1593/3000 loss=0.003653 lr=4.52e-05 time=10.2s Epoch 1594/3000 loss=0.003570 lr=4.51e-05 time=10.2s Epoch 1595/3000 loss=0.003502 lr=4.51e-05 time=10.3s Epoch 1596/3000 loss=0.003498 lr=4.50e-05 time=10.2s Epoch 1597/3000 loss=0.003574 lr=4.50e-05 time=10.3s Epoch 1598/3000 loss=0.003410 lr=4.49e-05 time=10.2s Epoch 1599/3000 loss=0.003486 lr=4.49e-05 time=10.3s Epoch 1600/3000 loss=0.003441 lr=4.48e-05 time=10.2s Epoch 1601/3000 loss=0.003634 lr=4.48e-05 time=10.1s Epoch 1602/3000 loss=0.003649 lr=4.47e-05 time=10.3s Epoch 1603/3000 loss=0.003501 lr=4.47e-05 time=10.2s Epoch 1604/3000 loss=0.003611 lr=4.46e-05 time=10.2s Epoch 1605/3000 loss=0.003445 lr=4.46e-05 time=10.2s Epoch 1606/3000 loss=0.003508 lr=4.45e-05 time=10.2s Epoch 1607/3000 loss=0.003466 lr=4.45e-05 time=10.2s Epoch 1608/3000 loss=0.003573 lr=4.44e-05 time=10.2s Epoch 1609/3000 loss=0.003653 lr=4.44e-05 time=10.2s Epoch 1610/3000 loss=0.003573 lr=4.43e-05 time=10.2s Epoch 1611/3000 loss=0.003454 lr=4.43e-05 time=10.2s Epoch 1612/3000 loss=0.003505 lr=4.42e-05 time=10.2s Epoch 1613/3000 loss=0.003580 lr=4.42e-05 time=10.2s Epoch 1614/3000 loss=0.003720 lr=4.41e-05 time=10.2s Epoch 1615/3000 loss=0.003491 lr=4.41e-05 time=10.2s Epoch 1616/3000 loss=0.003480 lr=4.40e-05 time=10.2s Epoch 1617/3000 loss=0.003655 lr=4.40e-05 time=10.2s Epoch 1618/3000 loss=0.003472 lr=4.39e-05 time=10.2s Epoch 1619/3000 loss=0.003556 lr=4.38e-05 time=10.3s Epoch 1620/3000 loss=0.003541 lr=4.38e-05 time=10.3s Epoch 1621/3000 loss=0.003385 lr=4.37e-05 time=10.4s Epoch 1622/3000 loss=0.003435 lr=4.37e-05 time=10.3s Epoch 1623/3000 loss=0.003560 lr=4.36e-05 time=10.3s Epoch 1624/3000 loss=0.003498 lr=4.36e-05 time=10.2s Epoch 1625/3000 loss=0.003544 lr=4.35e-05 time=10.2s Epoch 1626/3000 loss=0.003435 lr=4.35e-05 time=10.2s Epoch 1627/3000 loss=0.003441 lr=4.34e-05 time=10.2s Epoch 1628/3000 loss=0.003507 lr=4.34e-05 time=10.2s Epoch 1629/3000 loss=0.003528 lr=4.33e-05 time=10.2s Epoch 1630/3000 loss=0.003532 lr=4.33e-05 time=10.3s Epoch 1631/3000 loss=0.003466 lr=4.32e-05 time=10.3s Epoch 1632/3000 loss=0.003469 lr=4.32e-05 time=10.3s Epoch 1633/3000 loss=0.003405 lr=4.31e-05 time=10.3s Epoch 1634/3000 loss=0.003489 lr=4.31e-05 time=10.3s Epoch 1635/3000 loss=0.003452 lr=4.30e-05 time=10.2s Epoch 1636/3000 loss=0.003458 lr=4.30e-05 time=10.2s Epoch 1637/3000 loss=0.003383 lr=4.29e-05 time=10.3s Epoch 1638/3000 loss=0.003424 lr=4.29e-05 time=10.2s Epoch 1639/3000 loss=0.003526 lr=4.28e-05 time=10.2s Epoch 1640/3000 loss=0.003537 lr=4.28e-05 time=10.3s Epoch 1641/3000 loss=0.003415 lr=4.27e-05 time=10.2s Epoch 1642/3000 loss=0.003410 lr=4.27e-05 time=10.2s Epoch 1643/3000 loss=0.003417 lr=4.26e-05 time=10.2s Epoch 1644/3000 loss=0.003401 lr=4.25e-05 time=10.2s Epoch 1645/3000 loss=0.003476 lr=4.25e-05 time=10.2s Epoch 1646/3000 loss=0.003469 lr=4.24e-05 time=10.2s Epoch 1647/3000 loss=0.003420 lr=4.24e-05 time=10.3s Epoch 1648/3000 loss=0.003416 lr=4.23e-05 time=10.2s Epoch 1649/3000 loss=0.003425 lr=4.23e-05 time=10.2s Epoch 1650/3000 loss=0.003382 lr=4.22e-05 time=10.3s Epoch 1651/3000 loss=0.003364 lr=4.22e-05 time=10.3s Epoch 1652/3000 loss=0.003363 lr=4.21e-05 time=10.3s Epoch 1653/3000 loss=0.003370 lr=4.21e-05 time=10.3s Epoch 1654/3000 loss=0.003385 lr=4.20e-05 time=10.2s Epoch 1655/3000 loss=0.003478 lr=4.20e-05 time=10.2s Epoch 1656/3000 loss=0.003448 lr=4.19e-05 time=10.2s Epoch 1657/3000 loss=0.003482 lr=4.19e-05 time=10.2s Epoch 1658/3000 loss=0.003367 lr=4.18e-05 time=10.2s Epoch 1659/3000 loss=0.003316 lr=4.18e-05 time=10.2s Epoch 1660/3000 loss=0.003345 lr=4.17e-05 time=10.2s Epoch 1661/3000 loss=0.003446 lr=4.17e-05 time=10.2s Epoch 1662/3000 loss=0.003468 lr=4.16e-05 time=10.3s Epoch 1663/3000 loss=0.003420 lr=4.16e-05 time=10.2s Epoch 1664/3000 loss=0.003479 lr=4.15e-05 time=10.2s Epoch 1665/3000 loss=0.003405 lr=4.15e-05 time=10.2s Epoch 1666/3000 loss=0.003347 lr=4.14e-05 time=10.2s Epoch 1667/3000 loss=0.003266 lr=4.14e-05 time=10.2s Epoch 1668/3000 loss=0.003346 lr=4.13e-05 time=10.3s Epoch 1669/3000 loss=0.003537 lr=4.13e-05 time=10.2s Epoch 1670/3000 loss=0.003355 lr=4.12e-05 time=10.2s Epoch 1671/3000 loss=0.003341 lr=4.12e-05 time=10.2s Epoch 1672/3000 loss=0.003471 lr=4.11e-05 time=10.2s Epoch 1673/3000 loss=0.003411 lr=4.11e-05 time=10.2s Epoch 1674/3000 loss=0.003350 lr=4.10e-05 time=10.2s Epoch 1675/3000 loss=0.003300 lr=4.09e-05 time=10.2s Epoch 1676/3000 loss=0.003292 lr=4.09e-05 time=10.2s Epoch 1677/3000 loss=0.003356 lr=4.08e-05 time=10.3s Epoch 1678/3000 loss=0.003336 lr=4.08e-05 time=10.3s Epoch 1679/3000 loss=0.003365 lr=4.07e-05 time=10.3s Epoch 1680/3000 loss=0.003281 lr=4.07e-05 time=10.3s Epoch 1681/3000 loss=0.003377 lr=4.06e-05 time=10.2s Epoch 1682/3000 loss=0.003431 lr=4.06e-05 time=10.2s Epoch 1683/3000 loss=0.003281 lr=4.05e-05 time=10.1s Epoch 1684/3000 loss=0.003338 lr=4.05e-05 time=10.2s Epoch 1685/3000 loss=0.003470 lr=4.04e-05 time=10.2s Epoch 1686/3000 loss=0.003362 lr=4.04e-05 time=10.2s Epoch 1687/3000 loss=0.003289 lr=4.03e-05 time=10.2s Epoch 1688/3000 loss=0.003184 lr=4.03e-05 time=10.2s Epoch 1689/3000 loss=0.003234 lr=4.02e-05 time=10.3s Epoch 1690/3000 loss=0.003219 lr=4.02e-05 time=10.3s Epoch 1691/3000 loss=0.003354 lr=4.01e-05 time=10.2s Epoch 1692/3000 loss=0.003367 lr=4.01e-05 time=10.2s Epoch 1693/3000 loss=0.003420 lr=4.00e-05 time=10.2s Epoch 1694/3000 loss=0.003281 lr=4.00e-05 time=10.2s Epoch 1695/3000 loss=0.003342 lr=3.99e-05 time=10.2s Epoch 1696/3000 loss=0.003439 lr=3.99e-05 time=10.2s Epoch 1697/3000 loss=0.003330 lr=3.98e-05 time=10.2s Epoch 1698/3000 loss=0.003426 lr=3.98e-05 time=10.2s Epoch 1699/3000 loss=0.003329 lr=3.97e-05 time=10.2s Epoch 1700/3000 loss=0.003249 lr=3.97e-05 time=10.2s Epoch 1701/3000 loss=0.003225 lr=3.96e-05 time=10.2s Epoch 1702/3000 loss=0.003233 lr=3.96e-05 time=10.2s Epoch 1703/3000 loss=0.003373 lr=3.95e-05 time=10.2s Epoch 1704/3000 loss=0.003357 lr=3.95e-05 time=10.2s Epoch 1705/3000 loss=0.003184 lr=3.94e-05 time=10.2s Epoch 1706/3000 loss=0.003261 lr=3.94e-05 time=10.3s Epoch 1707/3000 loss=0.003193 lr=3.93e-05 time=10.2s Epoch 1708/3000 loss=0.003247 lr=3.93e-05 time=10.3s Epoch 1709/3000 loss=0.003319 lr=3.92e-05 time=10.3s Epoch 1710/3000 loss=0.003372 lr=3.92e-05 time=10.2s Epoch 1711/3000 loss=0.003210 lr=3.91e-05 time=10.2s Epoch 1712/3000 loss=0.003205 lr=3.90e-05 time=10.2s Epoch 1713/3000 loss=0.003333 lr=3.90e-05 time=10.2s Epoch 1714/3000 loss=0.003414 lr=3.89e-05 time=10.3s Epoch 1715/3000 loss=0.003253 lr=3.89e-05 time=10.2s Epoch 1716/3000 loss=0.003214 lr=3.88e-05 time=10.2s Epoch 1717/3000 loss=0.003372 lr=3.88e-05 time=10.2s Epoch 1718/3000 loss=0.003350 lr=3.87e-05 time=10.2s Epoch 1719/3000 loss=0.003451 lr=3.87e-05 time=10.3s Epoch 1720/3000 loss=0.003217 lr=3.86e-05 time=10.2s Epoch 1721/3000 loss=0.003305 lr=3.86e-05 time=10.2s Epoch 1722/3000 loss=0.003254 lr=3.85e-05 time=10.2s Epoch 1723/3000 loss=0.003191 lr=3.85e-05 time=10.2s Epoch 1724/3000 loss=0.003261 lr=3.84e-05 time=10.2s Epoch 1725/3000 loss=0.003209 lr=3.84e-05 time=10.2s Epoch 1726/3000 loss=0.003166 lr=3.83e-05 time=10.3s Epoch 1727/3000 loss=0.003294 lr=3.83e-05 time=10.3s Epoch 1728/3000 loss=0.003211 lr=3.82e-05 time=10.2s Epoch 1729/3000 loss=0.003159 lr=3.82e-05 time=10.2s Epoch 1730/3000 loss=0.003166 lr=3.81e-05 time=10.3s Epoch 1731/3000 loss=0.003151 lr=3.81e-05 time=10.2s Epoch 1732/3000 loss=0.003356 lr=3.80e-05 time=10.3s Epoch 1733/3000 loss=0.003115 lr=3.80e-05 time=10.2s Epoch 1734/3000 loss=0.003284 lr=3.79e-05 time=10.3s Epoch 1735/3000 loss=0.003325 lr=3.79e-05 time=10.3s Epoch 1736/3000 loss=0.003182 lr=3.78e-05 time=10.2s Epoch 1737/3000 loss=0.003246 lr=3.78e-05 time=10.2s Epoch 1738/3000 loss=0.003351 lr=3.77e-05 time=10.2s Epoch 1739/3000 loss=0.003247 lr=3.77e-05 time=10.2s Epoch 1740/3000 loss=0.003198 lr=3.76e-05 time=10.2s Epoch 1741/3000 loss=0.003212 lr=3.76e-05 time=10.2s Epoch 1742/3000 loss=0.003198 lr=3.75e-05 time=10.2s Epoch 1743/3000 loss=0.003095 lr=3.75e-05 time=10.2s Epoch 1744/3000 loss=0.003264 lr=3.74e-05 time=10.3s Epoch 1745/3000 loss=0.003194 lr=3.74e-05 time=10.1s Epoch 1746/3000 loss=0.003141 lr=3.73e-05 time=10.2s Epoch 1747/3000 loss=0.003294 lr=3.73e-05 time=10.2s Epoch 1748/3000 loss=0.003169 lr=3.72e-05 time=10.2s Epoch 1749/3000 loss=0.003296 lr=3.72e-05 time=10.2s Epoch 1750/3000 loss=0.003196 lr=3.71e-05 time=10.2s Epoch 1751/3000 loss=0.003168 lr=3.71e-05 time=10.2s Epoch 1752/3000 loss=0.003170 lr=3.70e-05 time=10.2s Epoch 1753/3000 loss=0.003159 lr=3.70e-05 time=10.2s Epoch 1754/3000 loss=0.003242 lr=3.69e-05 time=10.3s Epoch 1755/3000 loss=0.003173 lr=3.69e-05 time=10.2s Epoch 1756/3000 loss=0.003157 lr=3.68e-05 time=10.2s Epoch 1757/3000 loss=0.003137 lr=3.68e-05 time=10.2s Epoch 1758/3000 loss=0.003133 lr=3.67e-05 time=10.3s Epoch 1759/3000 loss=0.003143 lr=3.67e-05 time=10.3s Epoch 1760/3000 loss=0.003150 lr=3.66e-05 time=10.3s Epoch 1761/3000 loss=0.003159 lr=3.66e-05 time=10.3s Epoch 1762/3000 loss=0.003024 lr=3.65e-05 time=10.3s Epoch 1763/3000 loss=0.003131 lr=3.65e-05 time=10.3s Epoch 1764/3000 loss=0.003166 lr=3.64e-05 time=10.3s Epoch 1765/3000 loss=0.003026 lr=3.64e-05 time=10.3s Epoch 1766/3000 loss=0.003092 lr=3.63e-05 time=10.2s Epoch 1767/3000 loss=0.003128 lr=3.63e-05 time=10.2s Epoch 1768/3000 loss=0.003087 lr=3.62e-05 time=10.3s Epoch 1769/3000 loss=0.003140 lr=3.62e-05 time=10.3s Epoch 1770/3000 loss=0.003220 lr=3.61e-05 time=10.3s Epoch 1771/3000 loss=0.003156 lr=3.61e-05 time=10.2s Epoch 1772/3000 loss=0.003137 lr=3.60e-05 time=10.3s Epoch 1773/3000 loss=0.003254 lr=3.60e-05 time=10.2s Epoch 1774/3000 loss=0.003036 lr=3.59e-05 time=10.3s Epoch 1775/3000 loss=0.003156 lr=3.59e-05 time=10.3s Epoch 1776/3000 loss=0.003190 lr=3.58e-05 time=10.2s Epoch 1777/3000 loss=0.003107 lr=3.58e-05 time=10.2s Epoch 1778/3000 loss=0.003067 lr=3.57e-05 time=10.3s Epoch 1779/3000 loss=0.003063 lr=3.57e-05 time=10.2s Epoch 1780/3000 loss=0.003113 lr=3.56e-05 time=10.2s Epoch 1781/3000 loss=0.003131 lr=3.56e-05 time=10.3s Epoch 1782/3000 loss=0.002981 lr=3.55e-05 time=10.2s Epoch 1783/3000 loss=0.003074 lr=3.55e-05 time=10.3s Epoch 1784/3000 loss=0.003032 lr=3.54e-05 time=10.2s Epoch 1785/3000 loss=0.003148 lr=3.54e-05 time=10.1s Epoch 1786/3000 loss=0.003094 lr=3.53e-05 time=10.2s Epoch 1787/3000 loss=0.003137 lr=3.53e-05 time=10.2s Epoch 1788/3000 loss=0.003271 lr=3.52e-05 time=10.2s Epoch 1789/3000 loss=0.003132 lr=3.52e-05 time=10.2s Epoch 1790/3000 loss=0.003095 lr=3.51e-05 time=10.2s Epoch 1791/3000 loss=0.003153 lr=3.51e-05 time=10.3s Epoch 1792/3000 loss=0.003060 lr=3.50e-05 time=10.2s Epoch 1793/3000 loss=0.003187 lr=3.50e-05 time=10.3s Epoch 1794/3000 loss=0.003132 lr=3.49e-05 time=10.3s Epoch 1795/3000 loss=0.003210 lr=3.49e-05 time=10.2s Epoch 1796/3000 loss=0.003016 lr=3.48e-05 time=10.3s Epoch 1797/3000 loss=0.003037 lr=3.48e-05 time=10.3s Epoch 1798/3000 loss=0.003117 lr=3.47e-05 time=10.2s Epoch 1799/3000 loss=0.003055 lr=3.47e-05 time=10.2s Epoch 1800/3000 loss=0.003100 lr=3.46e-05 time=10.2s Epoch 1801/3000 loss=0.003023 lr=3.46e-05 time=10.3s Epoch 1802/3000 loss=0.003019 lr=3.45e-05 time=10.2s Epoch 1803/3000 loss=0.003170 lr=3.45e-05 time=10.2s Epoch 1804/3000 loss=0.003059 lr=3.44e-05 time=10.3s Epoch 1805/3000 loss=0.003026 lr=3.44e-05 time=10.2s Epoch 1806/3000 loss=0.003208 lr=3.43e-05 time=10.2s Epoch 1807/3000 loss=0.003022 lr=3.43e-05 time=10.2s Epoch 1808/3000 loss=0.003054 lr=3.42e-05 time=10.2s Epoch 1809/3000 loss=0.003028 lr=3.42e-05 time=10.3s Epoch 1810/3000 loss=0.003076 lr=3.41e-05 time=10.3s Epoch 1811/3000 loss=0.003005 lr=3.41e-05 time=10.2s Epoch 1812/3000 loss=0.003037 lr=3.40e-05 time=10.2s Epoch 1813/3000 loss=0.003102 lr=3.40e-05 time=10.2s Epoch 1814/3000 loss=0.003012 lr=3.39e-05 time=10.2s Epoch 1815/3000 loss=0.002998 lr=3.39e-05 time=10.2s Epoch 1816/3000 loss=0.003104 lr=3.38e-05 time=10.2s Epoch 1817/3000 loss=0.003138 lr=3.38e-05 time=10.1s Epoch 1818/3000 loss=0.003142 lr=3.37e-05 time=10.3s Epoch 1819/3000 loss=0.003107 lr=3.37e-05 time=10.3s Epoch 1820/3000 loss=0.003092 lr=3.36e-05 time=10.3s Epoch 1821/3000 loss=0.003075 lr=3.36e-05 time=10.5s Epoch 1822/3000 loss=0.003112 lr=3.35e-05 time=10.3s Epoch 1823/3000 loss=0.002894 lr=3.35e-05 time=10.3s Epoch 1824/3000 loss=0.003040 lr=3.34e-05 time=10.4s Epoch 1825/3000 loss=0.003065 lr=3.34e-05 time=10.2s Epoch 1826/3000 loss=0.002916 lr=3.33e-05 time=10.2s Epoch 1827/3000 loss=0.002987 lr=3.33e-05 time=10.2s Epoch 1828/3000 loss=0.003157 lr=3.32e-05 time=10.2s Epoch 1829/3000 loss=0.002979 lr=3.32e-05 time=10.2s Epoch 1830/3000 loss=0.002928 lr=3.31e-05 time=10.2s Epoch 1831/3000 loss=0.003023 lr=3.31e-05 time=10.2s Epoch 1832/3000 loss=0.002985 lr=3.30e-05 time=10.2s Epoch 1833/3000 loss=0.002916 lr=3.30e-05 time=10.3s Epoch 1834/3000 loss=0.002983 lr=3.29e-05 time=10.2s Epoch 1835/3000 loss=0.002906 lr=3.29e-05 time=10.3s Epoch 1836/3000 loss=0.002953 lr=3.28e-05 time=10.2s Epoch 1837/3000 loss=0.002980 lr=3.28e-05 time=10.2s Epoch 1838/3000 loss=0.002960 lr=3.27e-05 time=10.2s Epoch 1839/3000 loss=0.002903 lr=3.27e-05 time=10.2s Epoch 1840/3000 loss=0.002937 lr=3.26e-05 time=10.2s Epoch 1841/3000 loss=0.002997 lr=3.26e-05 time=10.2s Epoch 1842/3000 loss=0.003013 lr=3.25e-05 time=10.2s Epoch 1843/3000 loss=0.002983 lr=3.25e-05 time=10.3s Epoch 1844/3000 loss=0.003100 lr=3.24e-05 time=10.3s Epoch 1845/3000 loss=0.002997 lr=3.24e-05 time=10.3s Epoch 1846/3000 loss=0.002918 lr=3.23e-05 time=10.2s Epoch 1847/3000 loss=0.002985 lr=3.23e-05 time=10.2s Epoch 1848/3000 loss=0.003021 lr=3.22e-05 time=10.2s Epoch 1849/3000 loss=0.002978 lr=3.22e-05 time=10.3s Epoch 1850/3000 loss=0.003051 lr=3.21e-05 time=10.3s Epoch 1851/3000 loss=0.002996 lr=3.21e-05 time=10.2s Epoch 1852/3000 loss=0.002956 lr=3.20e-05 time=10.3s Epoch 1853/3000 loss=0.002998 lr=3.20e-05 time=10.2s Epoch 1854/3000 loss=0.002993 lr=3.19e-05 time=10.2s Epoch 1855/3000 loss=0.002969 lr=3.19e-05 time=10.2s Epoch 1856/3000 loss=0.002896 lr=3.18e-05 time=10.3s Epoch 1857/3000 loss=0.002929 lr=3.18e-05 time=10.2s Epoch 1858/3000 loss=0.002998 lr=3.17e-05 time=10.3s Epoch 1859/3000 loss=0.002963 lr=3.17e-05 time=10.3s Epoch 1860/3000 loss=0.002951 lr=3.16e-05 time=10.2s Epoch 1861/3000 loss=0.002975 lr=3.16e-05 time=10.3s Epoch 1862/3000 loss=0.002918 lr=3.15e-05 time=10.3s Epoch 1863/3000 loss=0.002945 lr=3.15e-05 time=10.3s Epoch 1864/3000 loss=0.002872 lr=3.14e-05 time=10.2s Epoch 1865/3000 loss=0.002855 lr=3.14e-05 time=10.2s Epoch 1866/3000 loss=0.002885 lr=3.13e-05 time=10.3s Epoch 1867/3000 loss=0.002830 lr=3.13e-05 time=10.2s Epoch 1868/3000 loss=0.002899 lr=3.13e-05 time=10.3s Epoch 1869/3000 loss=0.002848 lr=3.12e-05 time=10.2s Epoch 1870/3000 loss=0.002960 lr=3.12e-05 time=10.2s Epoch 1871/3000 loss=0.002907 lr=3.11e-05 time=10.2s Epoch 1872/3000 loss=0.002909 lr=3.11e-05 time=10.2s Epoch 1873/3000 loss=0.002960 lr=3.10e-05 time=10.2s Epoch 1874/3000 loss=0.002878 lr=3.10e-05 time=10.2s Epoch 1875/3000 loss=0.002961 lr=3.09e-05 time=10.1s Epoch 1876/3000 loss=0.002937 lr=3.09e-05 time=10.2s Epoch 1877/3000 loss=0.002924 lr=3.08e-05 time=10.3s Epoch 1878/3000 loss=0.002850 lr=3.08e-05 time=10.4s Epoch 1879/3000 loss=0.002848 lr=3.07e-05 time=10.2s Epoch 1880/3000 loss=0.002887 lr=3.07e-05 time=10.2s Epoch 1881/3000 loss=0.002833 lr=3.06e-05 time=10.2s Epoch 1882/3000 loss=0.002914 lr=3.06e-05 time=10.3s Epoch 1883/3000 loss=0.002910 lr=3.05e-05 time=10.2s Epoch 1884/3000 loss=0.002895 lr=3.05e-05 time=10.3s Epoch 1885/3000 loss=0.002977 lr=3.04e-05 time=10.3s Epoch 1886/3000 loss=0.002912 lr=3.04e-05 time=10.2s Epoch 1887/3000 loss=0.002860 lr=3.03e-05 time=10.3s Epoch 1888/3000 loss=0.002943 lr=3.03e-05 time=10.3s Epoch 1889/3000 loss=0.002813 lr=3.02e-05 time=10.2s Epoch 1890/3000 loss=0.002946 lr=3.02e-05 time=10.3s Epoch 1891/3000 loss=0.002890 lr=3.01e-05 time=10.2s Epoch 1892/3000 loss=0.002872 lr=3.01e-05 time=10.2s Epoch 1893/3000 loss=0.002877 lr=3.00e-05 time=10.2s Epoch 1894/3000 loss=0.002799 lr=3.00e-05 time=10.2s Epoch 1895/3000 loss=0.002852 lr=2.99e-05 time=10.3s Epoch 1896/3000 loss=0.002872 lr=2.99e-05 time=10.2s Epoch 1897/3000 loss=0.002876 lr=2.99e-05 time=10.3s Epoch 1898/3000 loss=0.002998 lr=2.98e-05 time=10.3s Epoch 1899/3000 loss=0.002845 lr=2.98e-05 time=10.3s Epoch 1900/3000 loss=0.002835 lr=2.97e-05 time=10.2s Epoch 1901/3000 loss=0.002754 lr=2.97e-05 time=10.2s Epoch 1902/3000 loss=0.002857 lr=2.96e-05 time=10.3s Epoch 1903/3000 loss=0.002846 lr=2.96e-05 time=10.2s Epoch 1904/3000 loss=0.002835 lr=2.95e-05 time=10.2s Epoch 1905/3000 loss=0.002800 lr=2.95e-05 time=10.3s Epoch 1906/3000 loss=0.002754 lr=2.94e-05 time=10.2s Epoch 1907/3000 loss=0.002911 lr=2.94e-05 time=10.1s Epoch 1908/3000 loss=0.002865 lr=2.93e-05 time=10.2s Epoch 1909/3000 loss=0.002759 lr=2.93e-05 time=10.2s Epoch 1910/3000 loss=0.002806 lr=2.92e-05 time=10.2s Epoch 1911/3000 loss=0.002790 lr=2.92e-05 time=10.2s Epoch 1912/3000 loss=0.002782 lr=2.91e-05 time=10.3s Epoch 1913/3000 loss=0.002682 lr=2.91e-05 time=10.2s Epoch 1914/3000 loss=0.002965 lr=2.90e-05 time=10.3s Epoch 1915/3000 loss=0.002869 lr=2.90e-05 time=10.2s Epoch 1916/3000 loss=0.002935 lr=2.89e-05 time=10.2s Epoch 1917/3000 loss=0.002856 lr=2.89e-05 time=10.2s Epoch 1918/3000 loss=0.002877 lr=2.89e-05 time=10.4s Epoch 1919/3000 loss=0.002794 lr=2.88e-05 time=10.1s Epoch 1920/3000 loss=0.002803 lr=2.88e-05 time=10.2s Epoch 1921/3000 loss=0.002849 lr=2.87e-05 time=10.2s Epoch 1922/3000 loss=0.002802 lr=2.87e-05 time=10.2s Epoch 1923/3000 loss=0.002861 lr=2.86e-05 time=10.2s Epoch 1924/3000 loss=0.002820 lr=2.86e-05 time=10.2s Epoch 1925/3000 loss=0.002830 lr=2.85e-05 time=10.2s Epoch 1926/3000 loss=0.002861 lr=2.85e-05 time=10.2s Epoch 1927/3000 loss=0.002862 lr=2.84e-05 time=10.3s Epoch 1928/3000 loss=0.002753 lr=2.84e-05 time=10.2s Epoch 1929/3000 loss=0.002806 lr=2.83e-05 time=10.2s Epoch 1930/3000 loss=0.002837 lr=2.83e-05 time=10.3s Epoch 1931/3000 loss=0.002775 lr=2.82e-05 time=10.3s Epoch 1932/3000 loss=0.002776 lr=2.82e-05 time=10.2s Epoch 1933/3000 loss=0.002712 lr=2.81e-05 time=10.3s Epoch 1934/3000 loss=0.002799 lr=2.81e-05 time=10.2s Epoch 1935/3000 loss=0.002834 lr=2.80e-05 time=10.3s Epoch 1936/3000 loss=0.002801 lr=2.80e-05 time=10.2s Epoch 1937/3000 loss=0.002778 lr=2.80e-05 time=10.2s Epoch 1938/3000 loss=0.002820 lr=2.79e-05 time=10.2s Epoch 1939/3000 loss=0.002883 lr=2.79e-05 time=10.2s Epoch 1940/3000 loss=0.002798 lr=2.78e-05 time=10.3s Epoch 1941/3000 loss=0.002722 lr=2.78e-05 time=10.2s Epoch 1942/3000 loss=0.002661 lr=2.77e-05 time=10.2s Epoch 1943/3000 loss=0.002804 lr=2.77e-05 time=10.3s Epoch 1944/3000 loss=0.002758 lr=2.76e-05 time=10.2s Epoch 1945/3000 loss=0.002680 lr=2.76e-05 time=10.2s Epoch 1946/3000 loss=0.002814 lr=2.75e-05 time=10.2s Epoch 1947/3000 loss=0.002914 lr=2.75e-05 time=10.3s Epoch 1948/3000 loss=0.002832 lr=2.74e-05 time=10.2s Epoch 1949/3000 loss=0.002729 lr=2.74e-05 time=10.2s Epoch 1950/3000 loss=0.002654 lr=2.73e-05 time=10.3s Epoch 1951/3000 loss=0.002723 lr=2.73e-05 time=10.3s Epoch 1952/3000 loss=0.002879 lr=2.72e-05 time=10.2s Epoch 1953/3000 loss=0.002761 lr=2.72e-05 time=10.1s Epoch 1954/3000 loss=0.002652 lr=2.72e-05 time=10.3s Epoch 1955/3000 loss=0.002770 lr=2.71e-05 time=10.3s Epoch 1956/3000 loss=0.002791 lr=2.71e-05 time=10.2s Epoch 1957/3000 loss=0.002779 lr=2.70e-05 time=10.2s Epoch 1958/3000 loss=0.002714 lr=2.70e-05 time=10.3s Epoch 1959/3000 loss=0.002703 lr=2.69e-05 time=10.2s Epoch 1960/3000 loss=0.002730 lr=2.69e-05 time=10.2s Epoch 1961/3000 loss=0.002698 lr=2.68e-05 time=10.3s Epoch 1962/3000 loss=0.002730 lr=2.68e-05 time=10.3s Epoch 1963/3000 loss=0.002847 lr=2.67e-05 time=10.2s Epoch 1964/3000 loss=0.002699 lr=2.67e-05 time=10.2s Epoch 1965/3000 loss=0.002746 lr=2.66e-05 time=10.2s Epoch 1966/3000 loss=0.002717 lr=2.66e-05 time=10.2s Epoch 1967/3000 loss=0.002620 lr=2.66e-05 time=10.2s Epoch 1968/3000 loss=0.002729 lr=2.65e-05 time=10.2s Epoch 1969/3000 loss=0.002702 lr=2.65e-05 time=10.3s Epoch 1970/3000 loss=0.002651 lr=2.64e-05 time=10.2s Epoch 1971/3000 loss=0.002702 lr=2.64e-05 time=10.1s Epoch 1972/3000 loss=0.002696 lr=2.63e-05 time=10.2s Epoch 1973/3000 loss=0.002796 lr=2.63e-05 time=10.3s Epoch 1974/3000 loss=0.002727 lr=2.62e-05 time=10.2s Epoch 1975/3000 loss=0.002691 lr=2.62e-05 time=10.3s Epoch 1976/3000 loss=0.002723 lr=2.61e-05 time=10.2s Epoch 1977/3000 loss=0.002618 lr=2.61e-05 time=10.2s Epoch 1978/3000 loss=0.002668 lr=2.60e-05 time=10.2s Epoch 1979/3000 loss=0.002594 lr=2.60e-05 time=10.2s Epoch 1980/3000 loss=0.002742 lr=2.60e-05 time=10.3s Epoch 1981/3000 loss=0.002627 lr=2.59e-05 time=10.2s Epoch 1982/3000 loss=0.002714 lr=2.59e-05 time=10.3s Epoch 1983/3000 loss=0.002690 lr=2.58e-05 time=10.2s Epoch 1984/3000 loss=0.002618 lr=2.58e-05 time=10.2s Epoch 1985/3000 loss=0.002640 lr=2.57e-05 time=10.2s Epoch 1986/3000 loss=0.002641 lr=2.57e-05 time=10.1s Epoch 1987/3000 loss=0.002682 lr=2.56e-05 time=10.2s Epoch 1988/3000 loss=0.002715 lr=2.56e-05 time=10.2s Epoch 1989/3000 loss=0.002675 lr=2.55e-05 time=10.3s Epoch 1990/3000 loss=0.002624 lr=2.55e-05 time=10.2s Epoch 1991/3000 loss=0.002749 lr=2.54e-05 time=10.3s Epoch 1992/3000 loss=0.002656 lr=2.54e-05 time=10.3s Epoch 1993/3000 loss=0.002657 lr=2.54e-05 time=10.3s Epoch 1994/3000 loss=0.002697 lr=2.53e-05 time=10.2s Epoch 1995/3000 loss=0.002700 lr=2.53e-05 time=10.2s Epoch 1996/3000 loss=0.002649 lr=2.52e-05 time=10.2s Epoch 1997/3000 loss=0.002729 lr=2.52e-05 time=10.2s Epoch 1998/3000 loss=0.002765 lr=2.51e-05 time=10.2s Epoch 1999/3000 loss=0.002675 lr=2.51e-05 time=10.2s Epoch 2000/3000 loss=0.002637 lr=2.50e-05 time=10.2s Epoch 2001/3000 loss=0.002641 lr=2.50e-05 time=10.2s Epoch 2002/3000 loss=0.002627 lr=2.49e-05 time=10.2s Epoch 2003/3000 loss=0.002572 lr=2.49e-05 time=10.2s Epoch 2004/3000 loss=0.002589 lr=2.49e-05 time=10.4s Epoch 2005/3000 loss=0.002678 lr=2.48e-05 time=10.2s Epoch 2006/3000 loss=0.002628 lr=2.48e-05 time=10.2s Epoch 2007/3000 loss=0.002667 lr=2.47e-05 time=10.2s Epoch 2008/3000 loss=0.002649 lr=2.47e-05 time=10.2s Epoch 2009/3000 loss=0.002699 lr=2.46e-05 time=10.2s Epoch 2010/3000 loss=0.002652 lr=2.46e-05 time=10.2s Epoch 2011/3000 loss=0.002685 lr=2.45e-05 time=10.2s Epoch 2012/3000 loss=0.002643 lr=2.45e-05 time=10.2s Epoch 2013/3000 loss=0.002648 lr=2.45e-05 time=10.2s Epoch 2014/3000 loss=0.002564 lr=2.44e-05 time=10.2s Epoch 2015/3000 loss=0.002538 lr=2.44e-05 time=10.3s Epoch 2016/3000 loss=0.002590 lr=2.43e-05 time=10.3s Epoch 2017/3000 loss=0.002559 lr=2.43e-05 time=10.3s Epoch 2018/3000 loss=0.002611 lr=2.42e-05 time=10.2s Epoch 2019/3000 loss=0.002618 lr=2.42e-05 time=10.2s Epoch 2020/3000 loss=0.002546 lr=2.41e-05 time=10.1s Epoch 2021/3000 loss=0.002536 lr=2.41e-05 time=10.2s Epoch 2022/3000 loss=0.002682 lr=2.40e-05 time=10.2s Epoch 2023/3000 loss=0.002582 lr=2.40e-05 time=10.2s Epoch 2024/3000 loss=0.002649 lr=2.40e-05 time=10.3s Epoch 2025/3000 loss=0.002598 lr=2.39e-05 time=10.2s Epoch 2026/3000 loss=0.002613 lr=2.39e-05 time=10.1s Epoch 2027/3000 loss=0.002483 lr=2.38e-05 time=10.2s Epoch 2028/3000 loss=0.002602 lr=2.38e-05 time=10.3s Epoch 2029/3000 loss=0.002606 lr=2.37e-05 time=10.3s Epoch 2030/3000 loss=0.002605 lr=2.37e-05 time=10.2s Epoch 2031/3000 loss=0.002607 lr=2.36e-05 time=10.2s Epoch 2032/3000 loss=0.002623 lr=2.36e-05 time=10.3s Epoch 2033/3000 loss=0.002479 lr=2.36e-05 time=10.2s Epoch 2034/3000 loss=0.002625 lr=2.35e-05 time=10.3s Epoch 2035/3000 loss=0.002668 lr=2.35e-05 time=10.2s Epoch 2036/3000 loss=0.002531 lr=2.34e-05 time=10.2s Epoch 2037/3000 loss=0.002609 lr=2.34e-05 time=10.2s Epoch 2038/3000 loss=0.002524 lr=2.33e-05 time=10.2s Epoch 2039/3000 loss=0.002543 lr=2.33e-05 time=10.2s Epoch 2040/3000 loss=0.002619 lr=2.32e-05 time=10.2s Epoch 2041/3000 loss=0.002558 lr=2.32e-05 time=10.2s Epoch 2042/3000 loss=0.002561 lr=2.32e-05 time=10.2s Epoch 2043/3000 loss=0.002567 lr=2.31e-05 time=10.2s Epoch 2044/3000 loss=0.002555 lr=2.31e-05 time=10.3s Epoch 2045/3000 loss=0.002510 lr=2.30e-05 time=10.2s Epoch 2046/3000 loss=0.002509 lr=2.30e-05 time=10.3s Epoch 2047/3000 loss=0.002569 lr=2.29e-05 time=10.2s Epoch 2048/3000 loss=0.002507 lr=2.29e-05 time=10.3s Epoch 2049/3000 loss=0.002576 lr=2.28e-05 time=10.2s Epoch 2050/3000 loss=0.002656 lr=2.28e-05 time=10.2s Epoch 2051/3000 loss=0.002570 lr=2.28e-05 time=10.2s Epoch 2052/3000 loss=0.002487 lr=2.27e-05 time=10.3s Epoch 2053/3000 loss=0.002527 lr=2.27e-05 time=10.3s Epoch 2054/3000 loss=0.002501 lr=2.26e-05 time=10.2s Epoch 2055/3000 loss=0.002490 lr=2.26e-05 time=10.3s Epoch 2056/3000 loss=0.002602 lr=2.25e-05 time=10.2s Epoch 2057/3000 loss=0.002477 lr=2.25e-05 time=10.2s Epoch 2058/3000 loss=0.002525 lr=2.25e-05 time=10.4s Epoch 2059/3000 loss=0.002526 lr=2.24e-05 time=10.2s Epoch 2060/3000 loss=0.002492 lr=2.24e-05 time=10.3s Epoch 2061/3000 loss=0.002535 lr=2.23e-05 time=10.4s Epoch 2062/3000 loss=0.002575 lr=2.23e-05 time=10.3s Epoch 2063/3000 loss=0.002585 lr=2.22e-05 time=10.3s Epoch 2064/3000 loss=0.002487 lr=2.22e-05 time=10.2s Epoch 2065/3000 loss=0.002508 lr=2.21e-05 time=10.3s Epoch 2066/3000 loss=0.002543 lr=2.21e-05 time=10.2s Epoch 2067/3000 loss=0.002577 lr=2.21e-05 time=10.1s Epoch 2068/3000 loss=0.002494 lr=2.20e-05 time=10.2s Epoch 2069/3000 loss=0.002456 lr=2.20e-05 time=10.3s Epoch 2070/3000 loss=0.002506 lr=2.19e-05 time=10.2s Epoch 2071/3000 loss=0.002485 lr=2.19e-05 time=10.2s Epoch 2072/3000 loss=0.002563 lr=2.18e-05 time=10.2s Epoch 2073/3000 loss=0.002549 lr=2.18e-05 time=10.1s Epoch 2074/3000 loss=0.002563 lr=2.18e-05 time=10.2s Epoch 2075/3000 loss=0.002458 lr=2.17e-05 time=10.2s Epoch 2076/3000 loss=0.002488 lr=2.17e-05 time=10.3s Epoch 2077/3000 loss=0.002519 lr=2.16e-05 time=10.2s Epoch 2078/3000 loss=0.002503 lr=2.16e-05 time=10.2s Epoch 2079/3000 loss=0.002434 lr=2.15e-05 time=10.3s Epoch 2080/3000 loss=0.002583 lr=2.15e-05 time=10.3s Epoch 2081/3000 loss=0.002591 lr=2.15e-05 time=10.2s Epoch 2082/3000 loss=0.002486 lr=2.14e-05 time=10.2s Epoch 2083/3000 loss=0.002472 lr=2.14e-05 time=10.2s Epoch 2084/3000 loss=0.002441 lr=2.13e-05 time=10.2s Epoch 2085/3000 loss=0.002510 lr=2.13e-05 time=10.2s Epoch 2086/3000 loss=0.002536 lr=2.12e-05 time=10.2s Epoch 2087/3000 loss=0.002489 lr=2.12e-05 time=10.2s Epoch 2088/3000 loss=0.002535 lr=2.12e-05 time=10.2s Epoch 2089/3000 loss=0.002486 lr=2.11e-05 time=10.2s Epoch 2090/3000 loss=0.002433 lr=2.11e-05 time=10.2s Epoch 2091/3000 loss=0.002478 lr=2.10e-05 time=10.2s Epoch 2092/3000 loss=0.002419 lr=2.10e-05 time=10.2s Epoch 2093/3000 loss=0.002512 lr=2.09e-05 time=10.3s Epoch 2094/3000 loss=0.002505 lr=2.09e-05 time=10.3s Epoch 2095/3000 loss=0.002500 lr=2.09e-05 time=10.3s Epoch 2096/3000 loss=0.002462 lr=2.08e-05 time=10.2s Epoch 2097/3000 loss=0.002499 lr=2.08e-05 time=10.2s Epoch 2098/3000 loss=0.002522 lr=2.07e-05 time=10.2s Epoch 2099/3000 loss=0.002530 lr=2.07e-05 time=10.2s Epoch 2100/3000 loss=0.002486 lr=2.06e-05 time=10.2s Epoch 2101/3000 loss=0.002510 lr=2.06e-05 time=10.3s Epoch 2102/3000 loss=0.002497 lr=2.06e-05 time=10.2s Epoch 2103/3000 loss=0.002435 lr=2.05e-05 time=10.3s Epoch 2104/3000 loss=0.002491 lr=2.05e-05 time=10.2s Epoch 2105/3000 loss=0.002476 lr=2.04e-05 time=10.2s Epoch 2106/3000 loss=0.002500 lr=2.04e-05 time=10.1s Epoch 2107/3000 loss=0.002399 lr=2.03e-05 time=10.2s Epoch 2108/3000 loss=0.002441 lr=2.03e-05 time=10.3s Epoch 2109/3000 loss=0.002470 lr=2.03e-05 time=10.3s Epoch 2110/3000 loss=0.002431 lr=2.02e-05 time=10.2s Epoch 2111/3000 loss=0.002407 lr=2.02e-05 time=10.2s Epoch 2112/3000 loss=0.002433 lr=2.01e-05 time=10.1s Epoch 2113/3000 loss=0.002485 lr=2.01e-05 time=10.2s Epoch 2114/3000 loss=0.002456 lr=2.01e-05 time=10.3s Epoch 2115/3000 loss=0.002423 lr=2.00e-05 time=10.2s Epoch 2116/3000 loss=0.002458 lr=2.00e-05 time=10.2s Epoch 2117/3000 loss=0.002494 lr=1.99e-05 time=10.3s Epoch 2118/3000 loss=0.002413 lr=1.99e-05 time=10.2s Epoch 2119/3000 loss=0.002470 lr=1.98e-05 time=10.2s Epoch 2120/3000 loss=0.002427 lr=1.98e-05 time=10.2s Epoch 2121/3000 loss=0.002447 lr=1.98e-05 time=10.2s Epoch 2122/3000 loss=0.002455 lr=1.97e-05 time=10.2s Epoch 2123/3000 loss=0.002459 lr=1.97e-05 time=10.2s Epoch 2124/3000 loss=0.002472 lr=1.96e-05 time=10.2s Epoch 2125/3000 loss=0.002377 lr=1.96e-05 time=10.3s Epoch 2126/3000 loss=0.002408 lr=1.96e-05 time=10.3s Epoch 2127/3000 loss=0.002442 lr=1.95e-05 time=10.2s Epoch 2128/3000 loss=0.002334 lr=1.95e-05 time=10.3s Epoch 2129/3000 loss=0.002498 lr=1.94e-05 time=10.4s Epoch 2130/3000 loss=0.002491 lr=1.94e-05 time=10.3s Epoch 2131/3000 loss=0.002405 lr=1.93e-05 time=10.2s Epoch 2132/3000 loss=0.002397 lr=1.93e-05 time=10.3s Epoch 2133/3000 loss=0.002482 lr=1.93e-05 time=10.2s Epoch 2134/3000 loss=0.002365 lr=1.92e-05 time=10.2s Epoch 2135/3000 loss=0.002457 lr=1.92e-05 time=10.2s Epoch 2136/3000 loss=0.002351 lr=1.91e-05 time=10.3s Epoch 2137/3000 loss=0.002428 lr=1.91e-05 time=10.3s Epoch 2138/3000 loss=0.002311 lr=1.91e-05 time=10.3s Epoch 2139/3000 loss=0.002467 lr=1.90e-05 time=10.3s Epoch 2140/3000 loss=0.002379 lr=1.90e-05 time=10.2s Epoch 2141/3000 loss=0.002394 lr=1.89e-05 time=10.2s Epoch 2142/3000 loss=0.002333 lr=1.89e-05 time=10.3s Epoch 2143/3000 loss=0.002356 lr=1.89e-05 time=10.2s Epoch 2144/3000 loss=0.002394 lr=1.88e-05 time=10.2s Epoch 2145/3000 loss=0.002349 lr=1.88e-05 time=10.2s Epoch 2146/3000 loss=0.002408 lr=1.87e-05 time=10.3s Epoch 2147/3000 loss=0.002407 lr=1.87e-05 time=10.2s Epoch 2148/3000 loss=0.002421 lr=1.86e-05 time=10.2s Epoch 2149/3000 loss=0.002453 lr=1.86e-05 time=10.3s Epoch 2150/3000 loss=0.002327 lr=1.86e-05 time=10.2s Epoch 2151/3000 loss=0.002338 lr=1.85e-05 time=10.2s Epoch 2152/3000 loss=0.002326 lr=1.85e-05 time=10.2s Epoch 2153/3000 loss=0.002441 lr=1.84e-05 time=10.2s Epoch 2154/3000 loss=0.002425 lr=1.84e-05 time=10.2s Epoch 2155/3000 loss=0.002420 lr=1.84e-05 time=10.2s Epoch 2156/3000 loss=0.002389 lr=1.83e-05 time=10.2s Epoch 2157/3000 loss=0.002386 lr=1.83e-05 time=10.2s Epoch 2158/3000 loss=0.002389 lr=1.82e-05 time=10.2s Epoch 2159/3000 loss=0.002363 lr=1.82e-05 time=10.2s Epoch 2160/3000 loss=0.002339 lr=1.82e-05 time=10.3s Epoch 2161/3000 loss=0.002336 lr=1.81e-05 time=10.3s Epoch 2162/3000 loss=0.002342 lr=1.81e-05 time=10.3s Epoch 2163/3000 loss=0.002383 lr=1.80e-05 time=10.3s Epoch 2164/3000 loss=0.002396 lr=1.80e-05 time=10.3s Epoch 2165/3000 loss=0.002367 lr=1.80e-05 time=10.3s Epoch 2166/3000 loss=0.002305 lr=1.79e-05 time=10.2s Epoch 2167/3000 loss=0.002333 lr=1.79e-05 time=10.2s Epoch 2168/3000 loss=0.002355 lr=1.78e-05 time=10.2s Epoch 2169/3000 loss=0.002426 lr=1.78e-05 time=10.2s Epoch 2170/3000 loss=0.002439 lr=1.78e-05 time=10.2s Epoch 2171/3000 loss=0.002275 lr=1.77e-05 time=10.3s Epoch 2172/3000 loss=0.002309 lr=1.77e-05 time=10.3s Epoch 2173/3000 loss=0.002364 lr=1.76e-05 time=10.3s Epoch 2174/3000 loss=0.002372 lr=1.76e-05 time=10.4s Epoch 2175/3000 loss=0.002379 lr=1.76e-05 time=10.4s Epoch 2176/3000 loss=0.002429 lr=1.75e-05 time=10.2s Epoch 2177/3000 loss=0.002363 lr=1.75e-05 time=10.2s Epoch 2178/3000 loss=0.002379 lr=1.74e-05 time=10.2s Epoch 2179/3000 loss=0.002376 lr=1.74e-05 time=10.2s Epoch 2180/3000 loss=0.002279 lr=1.74e-05 time=10.2s Epoch 2181/3000 loss=0.002367 lr=1.73e-05 time=10.2s Epoch 2182/3000 loss=0.002302 lr=1.73e-05 time=10.3s Epoch 2183/3000 loss=0.002291 lr=1.72e-05 time=10.2s Epoch 2184/3000 loss=0.002291 lr=1.72e-05 time=10.2s Epoch 2185/3000 loss=0.002321 lr=1.72e-05 time=10.3s Epoch 2186/3000 loss=0.002354 lr=1.71e-05 time=10.2s Epoch 2187/3000 loss=0.002425 lr=1.71e-05 time=10.2s Epoch 2188/3000 loss=0.002383 lr=1.70e-05 time=10.3s Epoch 2189/3000 loss=0.002321 lr=1.70e-05 time=10.2s Epoch 2190/3000 loss=0.002335 lr=1.70e-05 time=10.2s Epoch 2191/3000 loss=0.002295 lr=1.69e-05 time=10.2s Epoch 2192/3000 loss=0.002317 lr=1.69e-05 time=10.2s Epoch 2193/3000 loss=0.002266 lr=1.68e-05 time=10.3s Epoch 2194/3000 loss=0.002331 lr=1.68e-05 time=10.3s Epoch 2195/3000 loss=0.002385 lr=1.68e-05 time=10.2s Epoch 2196/3000 loss=0.002310 lr=1.67e-05 time=10.2s Epoch 2197/3000 loss=0.002296 lr=1.67e-05 time=10.2s Epoch 2198/3000 loss=0.002233 lr=1.66e-05 time=10.4s Epoch 2199/3000 loss=0.002314 lr=1.66e-05 time=10.2s Epoch 2200/3000 loss=0.002333 lr=1.66e-05 time=10.2s Epoch 2201/3000 loss=0.002264 lr=1.65e-05 time=10.2s Epoch 2202/3000 loss=0.002264 lr=1.65e-05 time=10.1s Epoch 2203/3000 loss=0.002247 lr=1.65e-05 time=10.2s Epoch 2204/3000 loss=0.002274 lr=1.64e-05 time=10.2s Epoch 2205/3000 loss=0.002351 lr=1.64e-05 time=10.2s Epoch 2206/3000 loss=0.002301 lr=1.63e-05 time=10.2s Epoch 2207/3000 loss=0.002307 lr=1.63e-05 time=10.2s Epoch 2208/3000 loss=0.002282 lr=1.63e-05 time=10.3s Epoch 2209/3000 loss=0.002282 lr=1.62e-05 time=10.3s Epoch 2210/3000 loss=0.002302 lr=1.62e-05 time=10.2s Epoch 2211/3000 loss=0.002287 lr=1.61e-05 time=10.3s Epoch 2212/3000 loss=0.002237 lr=1.61e-05 time=10.2s Epoch 2213/3000 loss=0.002285 lr=1.61e-05 time=10.3s Epoch 2214/3000 loss=0.002268 lr=1.60e-05 time=10.2s Epoch 2215/3000 loss=0.002214 lr=1.60e-05 time=10.1s Epoch 2216/3000 loss=0.002242 lr=1.60e-05 time=10.3s Epoch 2217/3000 loss=0.002304 lr=1.59e-05 time=10.1s Epoch 2218/3000 loss=0.002239 lr=1.59e-05 time=10.3s Epoch 2219/3000 loss=0.002177 lr=1.58e-05 time=10.2s Epoch 2220/3000 loss=0.002310 lr=1.58e-05 time=10.3s Epoch 2221/3000 loss=0.002283 lr=1.58e-05 time=10.2s Epoch 2222/3000 loss=0.002333 lr=1.57e-05 time=10.2s Epoch 2223/3000 loss=0.002278 lr=1.57e-05 time=10.2s Epoch 2224/3000 loss=0.002266 lr=1.56e-05 time=10.3s Epoch 2225/3000 loss=0.002228 lr=1.56e-05 time=10.3s Epoch 2226/3000 loss=0.002263 lr=1.56e-05 time=10.3s Epoch 2227/3000 loss=0.002220 lr=1.55e-05 time=10.2s Epoch 2228/3000 loss=0.002222 lr=1.55e-05 time=10.2s Epoch 2229/3000 loss=0.002179 lr=1.55e-05 time=10.2s Epoch 2230/3000 loss=0.002259 lr=1.54e-05 time=10.2s Epoch 2231/3000 loss=0.002201 lr=1.54e-05 time=10.2s Epoch 2232/3000 loss=0.002265 lr=1.53e-05 time=10.2s Epoch 2233/3000 loss=0.002228 lr=1.53e-05 time=10.3s Epoch 2234/3000 loss=0.002331 lr=1.53e-05 time=10.2s Epoch 2235/3000 loss=0.002273 lr=1.52e-05 time=10.2s Epoch 2236/3000 loss=0.002211 lr=1.52e-05 time=10.2s Epoch 2237/3000 loss=0.002242 lr=1.52e-05 time=10.2s Epoch 2238/3000 loss=0.002248 lr=1.51e-05 time=10.2s Epoch 2239/3000 loss=0.002231 lr=1.51e-05 time=10.2s Epoch 2240/3000 loss=0.002198 lr=1.50e-05 time=10.2s Epoch 2241/3000 loss=0.002210 lr=1.50e-05 time=10.3s Epoch 2242/3000 loss=0.002258 lr=1.50e-05 time=10.2s Epoch 2243/3000 loss=0.002227 lr=1.49e-05 time=10.2s Epoch 2244/3000 loss=0.002217 lr=1.49e-05 time=10.2s Epoch 2245/3000 loss=0.002259 lr=1.49e-05 time=10.2s Epoch 2246/3000 loss=0.002171 lr=1.48e-05 time=10.2s Epoch 2247/3000 loss=0.002178 lr=1.48e-05 time=10.3s Epoch 2248/3000 loss=0.002217 lr=1.47e-05 time=10.2s Epoch 2249/3000 loss=0.002178 lr=1.47e-05 time=10.2s Epoch 2250/3000 loss=0.002268 lr=1.47e-05 time=10.1s Epoch 2251/3000 loss=0.002215 lr=1.46e-05 time=10.2s Epoch 2252/3000 loss=0.002181 lr=1.46e-05 time=10.2s Epoch 2253/3000 loss=0.002216 lr=1.46e-05 time=10.3s Epoch 2254/3000 loss=0.002266 lr=1.45e-05 time=10.2s Epoch 2255/3000 loss=0.002287 lr=1.45e-05 time=10.2s Epoch 2256/3000 loss=0.002233 lr=1.44e-05 time=10.1s Epoch 2257/3000 loss=0.002166 lr=1.44e-05 time=10.2s Epoch 2258/3000 loss=0.002269 lr=1.44e-05 time=10.4s Epoch 2259/3000 loss=0.002213 lr=1.43e-05 time=10.2s Epoch 2260/3000 loss=0.002159 lr=1.43e-05 time=10.2s Epoch 2261/3000 loss=0.002273 lr=1.43e-05 time=10.3s Epoch 2262/3000 loss=0.002229 lr=1.42e-05 time=10.2s Epoch 2263/3000 loss=0.002210 lr=1.42e-05 time=10.1s Epoch 2264/3000 loss=0.002134 lr=1.42e-05 time=10.2s Epoch 2265/3000 loss=0.002227 lr=1.41e-05 time=10.2s Epoch 2266/3000 loss=0.002226 lr=1.41e-05 time=10.3s Epoch 2267/3000 loss=0.002192 lr=1.40e-05 time=10.3s Epoch 2268/3000 loss=0.002138 lr=1.40e-05 time=10.2s Epoch 2269/3000 loss=0.002172 lr=1.40e-05 time=10.1s Epoch 2270/3000 loss=0.002188 lr=1.39e-05 time=10.2s Epoch 2271/3000 loss=0.002228 lr=1.39e-05 time=10.2s Epoch 2272/3000 loss=0.002256 lr=1.39e-05 time=10.2s Epoch 2273/3000 loss=0.002200 lr=1.38e-05 time=10.3s Epoch 2274/3000 loss=0.002131 lr=1.38e-05 time=10.2s Epoch 2275/3000 loss=0.002255 lr=1.38e-05 time=10.3s Epoch 2276/3000 loss=0.002142 lr=1.37e-05 time=10.2s Epoch 2277/3000 loss=0.002247 lr=1.37e-05 time=10.2s Epoch 2278/3000 loss=0.002195 lr=1.36e-05 time=10.2s Epoch 2279/3000 loss=0.002125 lr=1.36e-05 time=10.2s Epoch 2280/3000 loss=0.002235 lr=1.36e-05 time=10.3s Epoch 2281/3000 loss=0.002256 lr=1.35e-05 time=10.3s Epoch 2282/3000 loss=0.002154 lr=1.35e-05 time=10.3s Epoch 2283/3000 loss=0.002098 lr=1.35e-05 time=10.3s Epoch 2284/3000 loss=0.002203 lr=1.34e-05 time=10.3s Epoch 2285/3000 loss=0.002195 lr=1.34e-05 time=10.2s Epoch 2286/3000 loss=0.002152 lr=1.34e-05 time=10.2s Epoch 2287/3000 loss=0.002197 lr=1.33e-05 time=10.2s Epoch 2288/3000 loss=0.002154 lr=1.33e-05 time=10.3s Epoch 2289/3000 loss=0.002156 lr=1.33e-05 time=10.3s Epoch 2290/3000 loss=0.002125 lr=1.32e-05 time=10.2s Epoch 2291/3000 loss=0.002217 lr=1.32e-05 time=10.2s Epoch 2292/3000 loss=0.002125 lr=1.31e-05 time=10.2s Epoch 2293/3000 loss=0.002140 lr=1.31e-05 time=10.3s Epoch 2294/3000 loss=0.002128 lr=1.31e-05 time=10.2s Epoch 2295/3000 loss=0.002200 lr=1.30e-05 time=10.2s Epoch 2296/3000 loss=0.002164 lr=1.30e-05 time=10.2s Epoch 2297/3000 loss=0.002198 lr=1.30e-05 time=10.2s Epoch 2298/3000 loss=0.002140 lr=1.29e-05 time=10.2s Epoch 2299/3000 loss=0.002170 lr=1.29e-05 time=10.1s Epoch 2300/3000 loss=0.002092 lr=1.29e-05 time=10.2s Epoch 2301/3000 loss=0.002189 lr=1.28e-05 time=10.3s Epoch 2302/3000 loss=0.002144 lr=1.28e-05 time=10.2s Epoch 2303/3000 loss=0.002073 lr=1.28e-05 time=10.3s Epoch 2304/3000 loss=0.002154 lr=1.27e-05 time=10.3s Epoch 2305/3000 loss=0.002191 lr=1.27e-05 time=10.2s Epoch 2306/3000 loss=0.002180 lr=1.27e-05 time=10.3s Epoch 2307/3000 loss=0.002129 lr=1.26e-05 time=10.2s Epoch 2308/3000 loss=0.002167 lr=1.26e-05 time=10.3s Epoch 2309/3000 loss=0.002083 lr=1.25e-05 time=10.2s Epoch 2310/3000 loss=0.002139 lr=1.25e-05 time=10.2s Epoch 2311/3000 loss=0.002069 lr=1.25e-05 time=10.3s Epoch 2312/3000 loss=0.002210 lr=1.24e-05 time=10.3s Epoch 2313/3000 loss=0.002148 lr=1.24e-05 time=10.2s Epoch 2314/3000 loss=0.002115 lr=1.24e-05 time=10.2s Epoch 2315/3000 loss=0.002146 lr=1.23e-05 time=10.1s Epoch 2316/3000 loss=0.002091 lr=1.23e-05 time=10.1s Epoch 2317/3000 loss=0.002123 lr=1.23e-05 time=10.2s Epoch 2318/3000 loss=0.002157 lr=1.22e-05 time=10.3s Epoch 2319/3000 loss=0.002155 lr=1.22e-05 time=10.2s Epoch 2320/3000 loss=0.002099 lr=1.22e-05 time=10.2s Epoch 2321/3000 loss=0.002112 lr=1.21e-05 time=10.3s Epoch 2322/3000 loss=0.002082 lr=1.21e-05 time=10.2s Epoch 2323/3000 loss=0.002096 lr=1.21e-05 time=10.2s Epoch 2324/3000 loss=0.002139 lr=1.20e-05 time=10.2s Epoch 2325/3000 loss=0.002122 lr=1.20e-05 time=10.2s Epoch 2326/3000 loss=0.002074 lr=1.20e-05 time=10.3s Epoch 2327/3000 loss=0.002131 lr=1.19e-05 time=10.2s Epoch 2328/3000 loss=0.002104 lr=1.19e-05 time=10.2s Epoch 2329/3000 loss=0.002143 lr=1.19e-05 time=10.2s Epoch 2330/3000 loss=0.002173 lr=1.18e-05 time=10.3s Epoch 2331/3000 loss=0.002101 lr=1.18e-05 time=10.2s Epoch 2332/3000 loss=0.002106 lr=1.18e-05 time=10.2s Epoch 2333/3000 loss=0.002022 lr=1.17e-05 time=10.2s Epoch 2334/3000 loss=0.002152 lr=1.17e-05 time=10.3s Epoch 2335/3000 loss=0.002130 lr=1.17e-05 time=10.2s Epoch 2336/3000 loss=0.002051 lr=1.16e-05 time=10.2s Epoch 2337/3000 loss=0.002080 lr=1.16e-05 time=10.2s Epoch 2338/3000 loss=0.002090 lr=1.16e-05 time=10.2s Epoch 2339/3000 loss=0.002140 lr=1.15e-05 time=10.3s Epoch 2340/3000 loss=0.002114 lr=1.15e-05 time=10.2s Epoch 2341/3000 loss=0.002144 lr=1.15e-05 time=10.3s Epoch 2342/3000 loss=0.002071 lr=1.14e-05 time=10.2s Epoch 2343/3000 loss=0.002094 lr=1.14e-05 time=10.2s Epoch 2344/3000 loss=0.002073 lr=1.14e-05 time=10.2s Epoch 2345/3000 loss=0.002083 lr=1.13e-05 time=10.2s Epoch 2346/3000 loss=0.002039 lr=1.13e-05 time=10.2s Epoch 2347/3000 loss=0.002154 lr=1.13e-05 time=10.2s Epoch 2348/3000 loss=0.002059 lr=1.12e-05 time=10.2s Epoch 2349/3000 loss=0.002062 lr=1.12e-05 time=10.2s Epoch 2350/3000 loss=0.002105 lr=1.12e-05 time=10.3s Epoch 2351/3000 loss=0.002083 lr=1.11e-05 time=10.2s Epoch 2352/3000 loss=0.002088 lr=1.11e-05 time=10.2s Epoch 2353/3000 loss=0.002101 lr=1.11e-05 time=10.3s Epoch 2354/3000 loss=0.002136 lr=1.10e-05 time=10.2s Epoch 2355/3000 loss=0.002070 lr=1.10e-05 time=10.2s Epoch 2356/3000 loss=0.002037 lr=1.10e-05 time=10.1s Epoch 2357/3000 loss=0.002068 lr=1.09e-05 time=10.2s Epoch 2358/3000 loss=0.002116 lr=1.09e-05 time=10.2s Epoch 2359/3000 loss=0.002057 lr=1.09e-05 time=10.3s Epoch 2360/3000 loss=0.002068 lr=1.08e-05 time=10.3s Epoch 2361/3000 loss=0.002059 lr=1.08e-05 time=10.3s Epoch 2362/3000 loss=0.002068 lr=1.08e-05 time=10.3s Epoch 2363/3000 loss=0.002036 lr=1.07e-05 time=10.2s Epoch 2364/3000 loss=0.002100 lr=1.07e-05 time=10.2s Epoch 2365/3000 loss=0.002102 lr=1.07e-05 time=10.2s Epoch 2366/3000 loss=0.002112 lr=1.06e-05 time=10.3s Epoch 2367/3000 loss=0.002061 lr=1.06e-05 time=10.3s Epoch 2368/3000 loss=0.002052 lr=1.06e-05 time=10.2s Epoch 2369/3000 loss=0.002014 lr=1.05e-05 time=10.2s Epoch 2370/3000 loss=0.002035 lr=1.05e-05 time=10.3s Epoch 2371/3000 loss=0.002089 lr=1.05e-05 time=10.2s Epoch 2372/3000 loss=0.002052 lr=1.04e-05 time=10.2s Epoch 2373/3000 loss=0.002080 lr=1.04e-05 time=10.2s Epoch 2374/3000 loss=0.002099 lr=1.04e-05 time=10.3s Epoch 2375/3000 loss=0.002005 lr=1.03e-05 time=10.3s Epoch 2376/3000 loss=0.002076 lr=1.03e-05 time=10.3s Epoch 2377/3000 loss=0.002059 lr=1.03e-05 time=10.2s Epoch 2378/3000 loss=0.002075 lr=1.03e-05 time=10.2s Epoch 2379/3000 loss=0.002040 lr=1.02e-05 time=10.2s Epoch 2380/3000 loss=0.002031 lr=1.02e-05 time=10.3s Epoch 2381/3000 loss=0.002050 lr=1.02e-05 time=10.3s Epoch 2382/3000 loss=0.002033 lr=1.01e-05 time=10.2s Epoch 2383/3000 loss=0.002074 lr=1.01e-05 time=10.2s Epoch 2384/3000 loss=0.002082 lr=1.01e-05 time=10.2s Epoch 2385/3000 loss=0.002003 lr=1.00e-05 time=10.2s Epoch 2386/3000 loss=0.002083 lr=1.00e-05 time=10.2s Epoch 2387/3000 loss=0.001997 lr=9.97e-06 time=10.2s Epoch 2388/3000 loss=0.002025 lr=9.94e-06 time=10.4s Epoch 2389/3000 loss=0.002066 lr=9.91e-06 time=10.2s Epoch 2390/3000 loss=0.002096 lr=9.88e-06 time=10.3s Epoch 2391/3000 loss=0.002066 lr=9.84e-06 time=10.2s Epoch 2392/3000 loss=0.002052 lr=9.81e-06 time=10.2s Epoch 2393/3000 loss=0.002036 lr=9.78e-06 time=10.2s Epoch 2394/3000 loss=0.002044 lr=9.75e-06 time=10.2s Epoch 2395/3000 loss=0.002011 lr=9.72e-06 time=10.2s Epoch 2396/3000 loss=0.002001 lr=9.69e-06 time=10.2s Epoch 2397/3000 loss=0.002023 lr=9.66e-06 time=10.2s Epoch 2398/3000 loss=0.002030 lr=9.63e-06 time=10.2s Epoch 2399/3000 loss=0.002026 lr=9.60e-06 time=10.2s Epoch 2400/3000 loss=0.002027 lr=9.57e-06 time=10.2s Epoch 2401/3000 loss=0.001970 lr=9.53e-06 time=10.3s Epoch 2402/3000 loss=0.001978 lr=9.50e-06 time=10.3s Epoch 2403/3000 loss=0.002042 lr=9.47e-06 time=10.2s Epoch 2404/3000 loss=0.002060 lr=9.44e-06 time=10.2s Epoch 2405/3000 loss=0.001973 lr=9.41e-06 time=10.3s Epoch 2406/3000 loss=0.001985 lr=9.38e-06 time=10.3s Epoch 2407/3000 loss=0.002017 lr=9.35e-06 time=10.3s Epoch 2408/3000 loss=0.001961 lr=9.32e-06 time=10.2s Epoch 2409/3000 loss=0.002042 lr=9.29e-06 time=10.2s Epoch 2410/3000 loss=0.002010 lr=9.26e-06 time=10.2s Epoch 2411/3000 loss=0.001982 lr=9.23e-06 time=10.3s Epoch 2412/3000 loss=0.001921 lr=9.20e-06 time=10.3s Epoch 2413/3000 loss=0.002051 lr=9.17e-06 time=10.3s Epoch 2414/3000 loss=0.002020 lr=9.14e-06 time=10.3s Epoch 2415/3000 loss=0.002008 lr=9.11e-06 time=10.2s Epoch 2416/3000 loss=0.001985 lr=9.08e-06 time=10.2s Epoch 2417/3000 loss=0.002028 lr=9.05e-06 time=10.2s Epoch 2418/3000 loss=0.001988 lr=9.02e-06 time=10.2s Epoch 2419/3000 loss=0.002004 lr=8.99e-06 time=10.2s Epoch 2420/3000 loss=0.001995 lr=8.96e-06 time=10.2s Epoch 2421/3000 loss=0.001996 lr=8.93e-06 time=10.2s Epoch 2422/3000 loss=0.002000 lr=8.90e-06 time=10.2s Epoch 2423/3000 loss=0.001978 lr=8.87e-06 time=10.3s Epoch 2424/3000 loss=0.002040 lr=8.84e-06 time=10.2s Epoch 2425/3000 loss=0.001972 lr=8.81e-06 time=10.3s Epoch 2426/3000 loss=0.001979 lr=8.78e-06 time=10.3s Epoch 2427/3000 loss=0.001954 lr=8.75e-06 time=10.2s Epoch 2428/3000 loss=0.001971 lr=8.72e-06 time=10.2s Epoch 2429/3000 loss=0.001987 lr=8.69e-06 time=10.2s Epoch 2430/3000 loss=0.002021 lr=8.66e-06 time=10.3s Epoch 2431/3000 loss=0.002035 lr=8.63e-06 time=10.2s Epoch 2432/3000 loss=0.002040 lr=8.60e-06 time=10.2s Epoch 2433/3000 loss=0.001981 lr=8.57e-06 time=10.2s Epoch 2434/3000 loss=0.001992 lr=8.54e-06 time=10.2s Epoch 2435/3000 loss=0.002024 lr=8.51e-06 time=10.2s Epoch 2436/3000 loss=0.001984 lr=8.48e-06 time=10.1s Epoch 2437/3000 loss=0.001921 lr=8.46e-06 time=10.2s Epoch 2438/3000 loss=0.001997 lr=8.43e-06 time=10.3s Epoch 2439/3000 loss=0.001927 lr=8.40e-06 time=10.2s Epoch 2440/3000 loss=0.001937 lr=8.37e-06 time=10.2s Epoch 2441/3000 loss=0.001985 lr=8.34e-06 time=10.3s Epoch 2442/3000 loss=0.001988 lr=8.31e-06 time=10.3s Epoch 2443/3000 loss=0.001956 lr=8.28e-06 time=10.3s Epoch 2444/3000 loss=0.001905 lr=8.25e-06 time=10.2s Epoch 2445/3000 loss=0.001942 lr=8.22e-06 time=10.3s Epoch 2446/3000 loss=0.001974 lr=8.19e-06 time=10.2s Epoch 2447/3000 loss=0.002024 lr=8.17e-06 time=10.1s Epoch 2448/3000 loss=0.001992 lr=8.14e-06 time=10.2s Epoch 2449/3000 loss=0.001986 lr=8.11e-06 time=10.2s Epoch 2450/3000 loss=0.001997 lr=8.08e-06 time=10.2s Epoch 2451/3000 loss=0.001951 lr=8.05e-06 time=10.3s Epoch 2452/3000 loss=0.001930 lr=8.02e-06 time=10.2s Epoch 2453/3000 loss=0.001999 lr=7.99e-06 time=10.3s Epoch 2454/3000 loss=0.001926 lr=7.97e-06 time=10.4s Epoch 2455/3000 loss=0.001909 lr=7.94e-06 time=10.3s Epoch 2456/3000 loss=0.001904 lr=7.91e-06 time=10.2s Epoch 2457/3000 loss=0.002003 lr=7.88e-06 time=10.2s Epoch 2458/3000 loss=0.001936 lr=7.85e-06 time=10.2s Epoch 2459/3000 loss=0.001988 lr=7.82e-06 time=10.1s Epoch 2460/3000 loss=0.001937 lr=7.80e-06 time=10.2s Epoch 2461/3000 loss=0.001929 lr=7.77e-06 time=10.2s Epoch 2462/3000 loss=0.001919 lr=7.74e-06 time=10.2s Epoch 2463/3000 loss=0.001961 lr=7.71e-06 time=10.2s Epoch 2464/3000 loss=0.001987 lr=7.68e-06 time=10.3s Epoch 2465/3000 loss=0.001922 lr=7.66e-06 time=10.3s Epoch 2466/3000 loss=0.001884 lr=7.63e-06 time=10.3s Epoch 2467/3000 loss=0.001893 lr=7.60e-06 time=10.2s Epoch 2468/3000 loss=0.001935 lr=7.57e-06 time=10.2s Epoch 2469/3000 loss=0.001974 lr=7.55e-06 time=10.2s Epoch 2470/3000 loss=0.001997 lr=7.52e-06 time=10.2s Epoch 2471/3000 loss=0.001937 lr=7.49e-06 time=10.2s Epoch 2472/3000 loss=0.001894 lr=7.46e-06 time=10.2s Epoch 2473/3000 loss=0.001942 lr=7.44e-06 time=10.2s Epoch 2474/3000 loss=0.001976 lr=7.41e-06 time=10.3s Epoch 2475/3000 loss=0.001963 lr=7.38e-06 time=10.2s Epoch 2476/3000 loss=0.001946 lr=7.35e-06 time=10.2s Epoch 2477/3000 loss=0.001962 lr=7.33e-06 time=10.2s Epoch 2478/3000 loss=0.001921 lr=7.30e-06 time=10.2s Epoch 2479/3000 loss=0.002007 lr=7.27e-06 time=10.2s Epoch 2480/3000 loss=0.001853 lr=7.24e-06 time=10.2s Epoch 2481/3000 loss=0.001975 lr=7.22e-06 time=10.3s Epoch 2482/3000 loss=0.001951 lr=7.19e-06 time=10.3s Epoch 2483/3000 loss=0.001905 lr=7.16e-06 time=10.2s Epoch 2484/3000 loss=0.001907 lr=7.14e-06 time=10.2s Epoch 2485/3000 loss=0.001927 lr=7.11e-06 time=10.2s Epoch 2486/3000 loss=0.001941 lr=7.08e-06 time=10.2s Epoch 2487/3000 loss=0.001885 lr=7.06e-06 time=10.2s Epoch 2488/3000 loss=0.001919 lr=7.03e-06 time=10.2s Epoch 2489/3000 loss=0.001949 lr=7.00e-06 time=10.3s Epoch 2490/3000 loss=0.002004 lr=6.97e-06 time=10.3s Epoch 2491/3000 loss=0.001949 lr=6.95e-06 time=10.2s Epoch 2492/3000 loss=0.001898 lr=6.92e-06 time=10.3s Epoch 2493/3000 loss=0.001882 lr=6.89e-06 time=10.3s Epoch 2494/3000 loss=0.001893 lr=6.87e-06 time=10.2s Epoch 2495/3000 loss=0.001913 lr=6.84e-06 time=10.2s Epoch 2496/3000 loss=0.001954 lr=6.82e-06 time=10.2s Epoch 2497/3000 loss=0.001915 lr=6.79e-06 time=10.3s Epoch 2498/3000 loss=0.001971 lr=6.76e-06 time=10.3s Epoch 2499/3000 loss=0.001920 lr=6.74e-06 time=10.3s Epoch 2500/3000 loss=0.001907 lr=6.71e-06 time=10.3s Epoch 2501/3000 loss=0.001885 lr=6.68e-06 time=10.2s Epoch 2502/3000 loss=0.001913 lr=6.66e-06 time=10.3s Epoch 2503/3000 loss=0.001926 lr=6.63e-06 time=10.3s Epoch 2504/3000 loss=0.001931 lr=6.61e-06 time=10.2s Epoch 2505/3000 loss=0.001876 lr=6.58e-06 time=10.2s Epoch 2506/3000 loss=0.001921 lr=6.55e-06 time=10.2s Epoch 2507/3000 loss=0.001869 lr=6.53e-06 time=10.3s Epoch 2508/3000 loss=0.001927 lr=6.50e-06 time=10.3s Epoch 2509/3000 loss=0.001926 lr=6.48e-06 time=10.3s Epoch 2510/3000 loss=0.001918 lr=6.45e-06 time=10.3s Epoch 2511/3000 loss=0.001875 lr=6.42e-06 time=10.3s Epoch 2512/3000 loss=0.001940 lr=6.40e-06 time=10.2s Epoch 2513/3000 loss=0.001906 lr=6.37e-06 time=10.3s Epoch 2514/3000 loss=0.001915 lr=6.35e-06 time=10.2s Epoch 2515/3000 loss=0.001855 lr=6.32e-06 time=10.2s Epoch 2516/3000 loss=0.001924 lr=6.30e-06 time=10.2s Epoch 2517/3000 loss=0.001908 lr=6.27e-06 time=10.2s Epoch 2518/3000 loss=0.001925 lr=6.25e-06 time=10.3s Epoch 2519/3000 loss=0.001839 lr=6.22e-06 time=10.3s Epoch 2520/3000 loss=0.001912 lr=6.20e-06 time=10.2s Epoch 2521/3000 loss=0.001875 lr=6.17e-06 time=10.2s Epoch 2522/3000 loss=0.001925 lr=6.14e-06 time=10.2s Epoch 2523/3000 loss=0.001937 lr=6.12e-06 time=10.2s Epoch 2524/3000 loss=0.001894 lr=6.09e-06 time=10.3s Epoch 2525/3000 loss=0.001906 lr=6.07e-06 time=10.2s Epoch 2526/3000 loss=0.001891 lr=6.04e-06 time=10.2s Epoch 2527/3000 loss=0.001931 lr=6.02e-06 time=10.2s Epoch 2528/3000 loss=0.001923 lr=5.99e-06 time=10.2s Epoch 2529/3000 loss=0.001929 lr=5.97e-06 time=10.3s Epoch 2530/3000 loss=0.001846 lr=5.94e-06 time=10.2s Epoch 2531/3000 loss=0.001892 lr=5.92e-06 time=10.2s Epoch 2532/3000 loss=0.001910 lr=5.90e-06 time=10.2s Epoch 2533/3000 loss=0.001884 lr=5.87e-06 time=10.3s Epoch 2534/3000 loss=0.001897 lr=5.85e-06 time=10.3s Epoch 2535/3000 loss=0.001878 lr=5.82e-06 time=10.2s Epoch 2536/3000 loss=0.001839 lr=5.80e-06 time=10.3s Epoch 2537/3000 loss=0.001863 lr=5.77e-06 time=10.2s Epoch 2538/3000 loss=0.001915 lr=5.75e-06 time=10.2s Epoch 2539/3000 loss=0.001908 lr=5.72e-06 time=10.2s Epoch 2540/3000 loss=0.001894 lr=5.70e-06 time=10.3s Epoch 2541/3000 loss=0.001858 lr=5.68e-06 time=10.2s Epoch 2542/3000 loss=0.001904 lr=5.65e-06 time=10.2s Epoch 2543/3000 loss=0.001899 lr=5.63e-06 time=10.2s Epoch 2544/3000 loss=0.001864 lr=5.60e-06 time=10.3s Epoch 2545/3000 loss=0.001907 lr=5.58e-06 time=10.2s Epoch 2546/3000 loss=0.001854 lr=5.55e-06 time=10.3s Epoch 2547/3000 loss=0.001909 lr=5.53e-06 time=10.3s Epoch 2548/3000 loss=0.001864 lr=5.51e-06 time=10.1s Epoch 2549/3000 loss=0.001873 lr=5.48e-06 time=10.2s Epoch 2550/3000 loss=0.001881 lr=5.46e-06 time=10.2s Epoch 2551/3000 loss=0.001857 lr=5.44e-06 time=10.2s Epoch 2552/3000 loss=0.001903 lr=5.41e-06 time=10.2s Epoch 2553/3000 loss=0.001872 lr=5.39e-06 time=10.2s Epoch 2554/3000 loss=0.001855 lr=5.36e-06 time=10.2s Epoch 2555/3000 loss=0.001877 lr=5.34e-06 time=10.2s Epoch 2556/3000 loss=0.001873 lr=5.32e-06 time=10.2s Epoch 2557/3000 loss=0.001907 lr=5.29e-06 time=10.3s Epoch 2558/3000 loss=0.001842 lr=5.27e-06 time=10.2s Epoch 2559/3000 loss=0.001890 lr=5.25e-06 time=10.3s Epoch 2560/3000 loss=0.001869 lr=5.22e-06 time=10.2s Epoch 2561/3000 loss=0.001867 lr=5.20e-06 time=10.3s Epoch 2562/3000 loss=0.001863 lr=5.18e-06 time=10.3s Epoch 2563/3000 loss=0.001902 lr=5.15e-06 time=10.2s Epoch 2564/3000 loss=0.001872 lr=5.13e-06 time=10.2s Epoch 2565/3000 loss=0.001859 lr=5.11e-06 time=10.2s Epoch 2566/3000 loss=0.001833 lr=5.08e-06 time=10.2s Epoch 2567/3000 loss=0.001866 lr=5.06e-06 time=10.3s Epoch 2568/3000 loss=0.001856 lr=5.04e-06 time=10.1s Epoch 2569/3000 loss=0.001843 lr=5.02e-06 time=10.2s Epoch 2570/3000 loss=0.001825 lr=4.99e-06 time=10.2s Epoch 2571/3000 loss=0.001875 lr=4.97e-06 time=10.3s Epoch 2572/3000 loss=0.001869 lr=4.95e-06 time=10.2s Epoch 2573/3000 loss=0.001855 lr=4.92e-06 time=10.3s Epoch 2574/3000 loss=0.001908 lr=4.90e-06 time=10.2s Epoch 2575/3000 loss=0.001878 lr=4.88e-06 time=10.2s Epoch 2576/3000 loss=0.001813 lr=4.86e-06 time=10.2s Epoch 2577/3000 loss=0.001856 lr=4.83e-06 time=10.2s Epoch 2578/3000 loss=0.001824 lr=4.81e-06 time=10.2s Epoch 2579/3000 loss=0.001830 lr=4.79e-06 time=10.2s Epoch 2580/3000 loss=0.001857 lr=4.77e-06 time=10.2s Epoch 2581/3000 loss=0.001847 lr=4.74e-06 time=10.2s Epoch 2582/3000 loss=0.001856 lr=4.72e-06 time=10.1s Epoch 2583/3000 loss=0.001884 lr=4.70e-06 time=10.2s Epoch 2584/3000 loss=0.001902 lr=4.68e-06 time=10.2s Epoch 2585/3000 loss=0.001821 lr=4.66e-06 time=10.2s Epoch 2586/3000 loss=0.001836 lr=4.63e-06 time=10.2s Epoch 2587/3000 loss=0.001876 lr=4.61e-06 time=10.2s Epoch 2588/3000 loss=0.001945 lr=4.59e-06 time=10.3s Epoch 2589/3000 loss=0.001870 lr=4.57e-06 time=10.3s Epoch 2590/3000 loss=0.001858 lr=4.55e-06 time=10.3s Epoch 2591/3000 loss=0.001878 lr=4.52e-06 time=10.2s Epoch 2592/3000 loss=0.001833 lr=4.50e-06 time=10.1s Epoch 2593/3000 loss=0.001803 lr=4.48e-06 time=10.2s Epoch 2594/3000 loss=0.001831 lr=4.46e-06 time=10.3s Epoch 2595/3000 loss=0.001844 lr=4.44e-06 time=10.2s Epoch 2596/3000 loss=0.001842 lr=4.42e-06 time=10.2s Epoch 2597/3000 loss=0.001802 lr=4.39e-06 time=10.3s Epoch 2598/3000 loss=0.001858 lr=4.37e-06 time=10.3s Epoch 2599/3000 loss=0.001888 lr=4.35e-06 time=10.3s Epoch 2600/3000 loss=0.001900 lr=4.33e-06 time=10.3s Epoch 2601/3000 loss=0.001850 lr=4.31e-06 time=10.4s Epoch 2602/3000 loss=0.001843 lr=4.29e-06 time=10.2s Epoch 2603/3000 loss=0.001795 lr=4.27e-06 time=10.3s Epoch 2604/3000 loss=0.001836 lr=4.25e-06 time=10.2s Epoch 2605/3000 loss=0.001882 lr=4.22e-06 time=10.2s Epoch 2606/3000 loss=0.001830 lr=4.20e-06 time=10.2s Epoch 2607/3000 loss=0.001860 lr=4.18e-06 time=10.2s Epoch 2608/3000 loss=0.001838 lr=4.16e-06 time=10.2s Epoch 2609/3000 loss=0.001840 lr=4.14e-06 time=10.2s Epoch 2610/3000 loss=0.001848 lr=4.12e-06 time=10.3s Epoch 2611/3000 loss=0.001833 lr=4.10e-06 time=10.2s Epoch 2612/3000 loss=0.001792 lr=4.08e-06 time=10.2s Epoch 2613/3000 loss=0.001818 lr=4.06e-06 time=10.3s Epoch 2614/3000 loss=0.001880 lr=4.04e-06 time=10.2s Epoch 2615/3000 loss=0.001854 lr=4.02e-06 time=10.2s Epoch 2616/3000 loss=0.001792 lr=4.00e-06 time=10.2s Epoch 2617/3000 loss=0.001782 lr=3.97e-06 time=10.2s Epoch 2618/3000 loss=0.001805 lr=3.95e-06 time=10.3s Epoch 2619/3000 loss=0.001771 lr=3.93e-06 time=10.2s Epoch 2620/3000 loss=0.001806 lr=3.91e-06 time=10.3s Epoch 2621/3000 loss=0.001792 lr=3.89e-06 time=10.2s Epoch 2622/3000 loss=0.001841 lr=3.87e-06 time=10.2s Epoch 2623/3000 loss=0.001814 lr=3.85e-06 time=10.3s Epoch 2624/3000 loss=0.001812 lr=3.83e-06 time=10.3s Epoch 2625/3000 loss=0.001818 lr=3.81e-06 time=10.2s Epoch 2626/3000 loss=0.001863 lr=3.79e-06 time=10.2s Epoch 2627/3000 loss=0.001821 lr=3.77e-06 time=10.2s Epoch 2628/3000 loss=0.001837 lr=3.75e-06 time=10.1s Epoch 2629/3000 loss=0.001829 lr=3.73e-06 time=10.1s Epoch 2630/3000 loss=0.001789 lr=3.71e-06 time=10.2s Epoch 2631/3000 loss=0.001807 lr=3.69e-06 time=10.3s Epoch 2632/3000 loss=0.001797 lr=3.67e-06 time=10.3s Epoch 2633/3000 loss=0.001816 lr=3.65e-06 time=10.3s Epoch 2634/3000 loss=0.001821 lr=3.63e-06 time=10.2s Epoch 2635/3000 loss=0.001798 lr=3.61e-06 time=10.2s Epoch 2636/3000 loss=0.001843 lr=3.59e-06 time=10.2s Epoch 2637/3000 loss=0.001765 lr=3.58e-06 time=10.3s Epoch 2638/3000 loss=0.001784 lr=3.56e-06 time=10.3s Epoch 2639/3000 loss=0.001854 lr=3.54e-06 time=10.3s Epoch 2640/3000 loss=0.001812 lr=3.52e-06 time=10.2s Epoch 2641/3000 loss=0.001798 lr=3.50e-06 time=10.2s Epoch 2642/3000 loss=0.001834 lr=3.48e-06 time=10.3s Epoch 2643/3000 loss=0.001795 lr=3.46e-06 time=10.2s Epoch 2644/3000 loss=0.001793 lr=3.44e-06 time=10.3s Epoch 2645/3000 loss=0.001844 lr=3.42e-06 time=10.3s Epoch 2646/3000 loss=0.001857 lr=3.40e-06 time=10.2s Epoch 2647/3000 loss=0.001819 lr=3.38e-06 time=10.2s Epoch 2648/3000 loss=0.001775 lr=3.36e-06 time=10.2s Epoch 2649/3000 loss=0.001775 lr=3.35e-06 time=10.2s Epoch 2650/3000 loss=0.001828 lr=3.33e-06 time=10.2s Epoch 2651/3000 loss=0.001816 lr=3.31e-06 time=10.2s Epoch 2652/3000 loss=0.001802 lr=3.29e-06 time=10.2s Epoch 2653/3000 loss=0.001837 lr=3.27e-06 time=10.2s Epoch 2654/3000 loss=0.001863 lr=3.25e-06 time=10.3s Epoch 2655/3000 loss=0.001824 lr=3.23e-06 time=10.2s Epoch 2656/3000 loss=0.001801 lr=3.21e-06 time=10.2s Epoch 2657/3000 loss=0.001837 lr=3.20e-06 time=10.2s Epoch 2658/3000 loss=0.001792 lr=3.18e-06 time=10.2s Epoch 2659/3000 loss=0.001821 lr=3.16e-06 time=10.3s Epoch 2660/3000 loss=0.001794 lr=3.14e-06 time=10.3s Epoch 2661/3000 loss=0.001835 lr=3.12e-06 time=10.3s Epoch 2662/3000 loss=0.001823 lr=3.10e-06 time=10.3s Epoch 2663/3000 loss=0.001784 lr=3.09e-06 time=10.3s Epoch 2664/3000 loss=0.001834 lr=3.07e-06 time=10.2s Epoch 2665/3000 loss=0.001837 lr=3.05e-06 time=10.2s Epoch 2666/3000 loss=0.001797 lr=3.03e-06 time=10.3s Epoch 2667/3000 loss=0.001807 lr=3.01e-06 time=10.2s Epoch 2668/3000 loss=0.001816 lr=3.00e-06 time=10.2s Epoch 2669/3000 loss=0.001793 lr=2.98e-06 time=10.2s Epoch 2670/3000 loss=0.001858 lr=2.96e-06 time=10.2s Epoch 2671/3000 loss=0.001782 lr=2.94e-06 time=10.2s Epoch 2672/3000 loss=0.001793 lr=2.93e-06 time=10.3s Epoch 2673/3000 loss=0.001763 lr=2.91e-06 time=10.2s Epoch 2674/3000 loss=0.001763 lr=2.89e-06 time=10.3s Epoch 2675/3000 loss=0.001813 lr=2.87e-06 time=10.3s Epoch 2676/3000 loss=0.001767 lr=2.86e-06 time=10.2s Epoch 2677/3000 loss=0.001768 lr=2.84e-06 time=10.2s Epoch 2678/3000 loss=0.001806 lr=2.82e-06 time=10.2s Epoch 2679/3000 loss=0.001777 lr=2.80e-06 time=10.2s Epoch 2680/3000 loss=0.001806 lr=2.79e-06 time=10.2s Epoch 2681/3000 loss=0.001820 lr=2.77e-06 time=10.2s Epoch 2682/3000 loss=0.001799 lr=2.75e-06 time=10.3s Epoch 2683/3000 loss=0.001794 lr=2.73e-06 time=10.3s Epoch 2684/3000 loss=0.001770 lr=2.72e-06 time=10.3s Epoch 2685/3000 loss=0.001755 lr=2.70e-06 time=10.3s Epoch 2686/3000 loss=0.001772 lr=2.68e-06 time=10.2s Epoch 2687/3000 loss=0.001785 lr=2.67e-06 time=10.2s Epoch 2688/3000 loss=0.001767 lr=2.65e-06 time=10.2s Epoch 2689/3000 loss=0.001773 lr=2.63e-06 time=10.3s Epoch 2690/3000 loss=0.001796 lr=2.62e-06 time=10.2s Epoch 2691/3000 loss=0.001743 lr=2.60e-06 time=10.3s Epoch 2692/3000 loss=0.001850 lr=2.58e-06 time=10.3s Epoch 2693/3000 loss=0.001784 lr=2.57e-06 time=10.2s Epoch 2694/3000 loss=0.001794 lr=2.55e-06 time=10.3s Epoch 2695/3000 loss=0.001800 lr=2.53e-06 time=10.3s Epoch 2696/3000 loss=0.001809 lr=2.52e-06 time=10.2s Epoch 2697/3000 loss=0.001768 lr=2.50e-06 time=10.2s Epoch 2698/3000 loss=0.001797 lr=2.48e-06 time=10.3s Epoch 2699/3000 loss=0.001758 lr=2.47e-06 time=10.3s Epoch 2700/3000 loss=0.001778 lr=2.45e-06 time=10.2s Epoch 2701/3000 loss=0.001814 lr=2.44e-06 time=10.2s Epoch 2702/3000 loss=0.001809 lr=2.42e-06 time=10.3s Epoch 2703/3000 loss=0.001791 lr=2.40e-06 time=10.2s Epoch 2704/3000 loss=0.001769 lr=2.39e-06 time=10.2s Epoch 2705/3000 loss=0.001795 lr=2.37e-06 time=10.2s Epoch 2706/3000 loss=0.001721 lr=2.36e-06 time=10.3s Epoch 2707/3000 loss=0.001753 lr=2.34e-06 time=10.3s Epoch 2708/3000 loss=0.001771 lr=2.32e-06 time=10.2s Epoch 2709/3000 loss=0.001762 lr=2.31e-06 time=10.2s Epoch 2710/3000 loss=0.001772 lr=2.29e-06 time=10.2s Epoch 2711/3000 loss=0.001782 lr=2.28e-06 time=10.1s Epoch 2712/3000 loss=0.001748 lr=2.26e-06 time=10.1s Epoch 2713/3000 loss=0.001798 lr=2.25e-06 time=10.2s Epoch 2714/3000 loss=0.001786 lr=2.23e-06 time=10.3s Epoch 2715/3000 loss=0.001752 lr=2.21e-06 time=10.2s Epoch 2716/3000 loss=0.001761 lr=2.20e-06 time=10.3s Epoch 2717/3000 loss=0.001780 lr=2.18e-06 time=10.3s Epoch 2718/3000 loss=0.001740 lr=2.17e-06 time=10.2s Epoch 2719/3000 loss=0.001758 lr=2.15e-06 time=10.2s Epoch 2720/3000 loss=0.001752 lr=2.14e-06 time=10.2s Epoch 2721/3000 loss=0.001758 lr=2.12e-06 time=10.2s Epoch 2722/3000 loss=0.001813 lr=2.11e-06 time=10.2s Epoch 2723/3000 loss=0.001754 lr=2.09e-06 time=10.2s Epoch 2724/3000 loss=0.001771 lr=2.08e-06 time=10.2s Epoch 2725/3000 loss=0.001755 lr=2.06e-06 time=10.2s Epoch 2726/3000 loss=0.001841 lr=2.05e-06 time=10.2s Epoch 2727/3000 loss=0.001752 lr=2.03e-06 time=10.2s Epoch 2728/3000 loss=0.001811 lr=2.02e-06 time=10.2s Epoch 2729/3000 loss=0.001773 lr=2.00e-06 time=10.2s Epoch 2730/3000 loss=0.001783 lr=1.99e-06 time=10.2s Epoch 2731/3000 loss=0.001719 lr=1.97e-06 time=10.2s Epoch 2732/3000 loss=0.001825 lr=1.96e-06 time=10.3s Epoch 2733/3000 loss=0.001799 lr=1.95e-06 time=10.2s Epoch 2734/3000 loss=0.001766 lr=1.93e-06 time=10.3s Epoch 2735/3000 loss=0.001765 lr=1.92e-06 time=10.2s Epoch 2736/3000 loss=0.001766 lr=1.90e-06 time=10.2s Epoch 2737/3000 loss=0.001781 lr=1.89e-06 time=10.1s Epoch 2738/3000 loss=0.001784 lr=1.87e-06 time=10.2s Epoch 2739/3000 loss=0.001761 lr=1.86e-06 time=10.2s Epoch 2740/3000 loss=0.001785 lr=1.85e-06 time=10.2s Epoch 2741/3000 loss=0.001769 lr=1.83e-06 time=10.2s Epoch 2742/3000 loss=0.001746 lr=1.82e-06 time=10.2s Epoch 2743/3000 loss=0.001753 lr=1.80e-06 time=10.2s Epoch 2744/3000 loss=0.001771 lr=1.79e-06 time=10.2s Epoch 2745/3000 loss=0.001745 lr=1.78e-06 time=10.2s Epoch 2746/3000 loss=0.001714 lr=1.76e-06 time=10.2s Epoch 2747/3000 loss=0.001792 lr=1.75e-06 time=10.2s Epoch 2748/3000 loss=0.001742 lr=1.73e-06 time=10.2s Epoch 2749/3000 loss=0.001746 lr=1.72e-06 time=10.2s Epoch 2750/3000 loss=0.001797 lr=1.71e-06 time=10.2s Epoch 2751/3000 loss=0.001713 lr=1.69e-06 time=10.2s Epoch 2752/3000 loss=0.001749 lr=1.68e-06 time=10.3s Epoch 2753/3000 loss=0.001788 lr=1.67e-06 time=10.2s Epoch 2754/3000 loss=0.001788 lr=1.65e-06 time=10.2s Epoch 2755/3000 loss=0.001795 lr=1.64e-06 time=10.3s Epoch 2756/3000 loss=0.001736 lr=1.63e-06 time=10.2s Epoch 2757/3000 loss=0.001734 lr=1.61e-06 time=10.3s Epoch 2758/3000 loss=0.001763 lr=1.60e-06 time=10.3s Epoch 2759/3000 loss=0.001750 lr=1.59e-06 time=10.2s Epoch 2760/3000 loss=0.001761 lr=1.57e-06 time=10.2s Epoch 2761/3000 loss=0.001791 lr=1.56e-06 time=10.2s Epoch 2762/3000 loss=0.001794 lr=1.55e-06 time=10.2s Epoch 2763/3000 loss=0.001776 lr=1.53e-06 time=10.2s Epoch 2764/3000 loss=0.001774 lr=1.52e-06 time=10.2s Epoch 2765/3000 loss=0.001811 lr=1.51e-06 time=10.3s Epoch 2766/3000 loss=0.001775 lr=1.50e-06 time=10.2s Epoch 2767/3000 loss=0.001731 lr=1.48e-06 time=10.2s Epoch 2768/3000 loss=0.001737 lr=1.47e-06 time=10.1s Epoch 2769/3000 loss=0.001726 lr=1.46e-06 time=10.2s Epoch 2770/3000 loss=0.001754 lr=1.45e-06 time=10.2s Epoch 2771/3000 loss=0.001752 lr=1.43e-06 time=10.2s Epoch 2772/3000 loss=0.001758 lr=1.42e-06 time=10.2s Epoch 2773/3000 loss=0.001734 lr=1.41e-06 time=10.2s Epoch 2774/3000 loss=0.001718 lr=1.40e-06 time=10.2s Epoch 2775/3000 loss=0.001764 lr=1.38e-06 time=10.3s Epoch 2776/3000 loss=0.001751 lr=1.37e-06 time=10.3s Epoch 2777/3000 loss=0.001812 lr=1.36e-06 time=10.3s Epoch 2778/3000 loss=0.001779 lr=1.35e-06 time=10.2s Epoch 2779/3000 loss=0.001767 lr=1.34e-06 time=10.2s Epoch 2780/3000 loss=0.001698 lr=1.32e-06 time=10.2s Epoch 2781/3000 loss=0.001735 lr=1.31e-06 time=10.3s Epoch 2782/3000 loss=0.001711 lr=1.30e-06 time=10.2s Epoch 2783/3000 loss=0.001701 lr=1.29e-06 time=10.2s Epoch 2784/3000 loss=0.001738 lr=1.28e-06 time=10.2s Epoch 2785/3000 loss=0.001752 lr=1.26e-06 time=10.3s Epoch 2786/3000 loss=0.001745 lr=1.25e-06 time=10.2s Epoch 2787/3000 loss=0.001762 lr=1.24e-06 time=10.2s Epoch 2788/3000 loss=0.001759 lr=1.23e-06 time=10.2s Epoch 2789/3000 loss=0.001762 lr=1.22e-06 time=10.2s Epoch 2790/3000 loss=0.001725 lr=1.21e-06 time=10.2s Epoch 2791/3000 loss=0.001721 lr=1.19e-06 time=10.3s Epoch 2792/3000 loss=0.001742 lr=1.18e-06 time=10.3s Epoch 2793/3000 loss=0.001695 lr=1.17e-06 time=10.2s Epoch 2794/3000 loss=0.001760 lr=1.16e-06 time=10.4s Epoch 2795/3000 loss=0.001767 lr=1.15e-06 time=10.2s Epoch 2796/3000 loss=0.001718 lr=1.14e-06 time=10.4s Epoch 2797/3000 loss=0.001748 lr=1.13e-06 time=10.3s Epoch 2798/3000 loss=0.001698 lr=1.12e-06 time=10.2s Epoch 2799/3000 loss=0.001744 lr=1.11e-06 time=10.3s Epoch 2800/3000 loss=0.001741 lr=1.09e-06 time=10.2s Epoch 2801/3000 loss=0.001738 lr=1.08e-06 time=10.2s Epoch 2802/3000 loss=0.001733 lr=1.07e-06 time=10.3s Epoch 2803/3000 loss=0.001732 lr=1.06e-06 time=10.2s Epoch 2804/3000 loss=0.001740 lr=1.05e-06 time=10.3s Epoch 2805/3000 loss=0.001716 lr=1.04e-06 time=10.2s Epoch 2806/3000 loss=0.001776 lr=1.03e-06 time=10.2s Epoch 2807/3000 loss=0.001737 lr=1.02e-06 time=10.2s Epoch 2808/3000 loss=0.001759 lr=1.01e-06 time=10.2s Epoch 2809/3000 loss=0.001749 lr=9.99e-07 time=10.3s Epoch 2810/3000 loss=0.001701 lr=9.88e-07 time=10.2s Epoch 2811/3000 loss=0.001731 lr=9.78e-07 time=10.2s Epoch 2812/3000 loss=0.001740 lr=9.68e-07 time=10.2s Epoch 2813/3000 loss=0.001762 lr=9.57e-07 time=10.2s Epoch 2814/3000 loss=0.001754 lr=9.47e-07 time=10.2s Epoch 2815/3000 loss=0.001750 lr=9.37e-07 time=10.2s Epoch 2816/3000 loss=0.001738 lr=9.27e-07 time=10.2s Epoch 2817/3000 loss=0.001725 lr=9.17e-07 time=10.3s Epoch 2818/3000 loss=0.001743 lr=9.07e-07 time=10.2s Epoch 2819/3000 loss=0.001743 lr=8.97e-07 time=10.1s Epoch 2820/3000 loss=0.001751 lr=8.87e-07 time=10.2s Epoch 2821/3000 loss=0.001746 lr=8.77e-07 time=10.2s Epoch 2822/3000 loss=0.001728 lr=8.68e-07 time=10.2s Epoch 2823/3000 loss=0.001728 lr=8.58e-07 time=10.2s Epoch 2824/3000 loss=0.001744 lr=8.48e-07 time=10.2s Epoch 2825/3000 loss=0.001740 lr=8.39e-07 time=10.3s Epoch 2826/3000 loss=0.001765 lr=8.29e-07 time=10.2s Epoch 2827/3000 loss=0.001745 lr=8.20e-07 time=10.2s Epoch 2828/3000 loss=0.001747 lr=8.10e-07 time=10.2s Epoch 2829/3000 loss=0.001712 lr=8.01e-07 time=10.2s Epoch 2830/3000 loss=0.001738 lr=7.92e-07 time=10.2s Epoch 2831/3000 loss=0.001736 lr=7.82e-07 time=10.2s Epoch 2832/3000 loss=0.001762 lr=7.73e-07 time=10.2s Epoch 2833/3000 loss=0.001714 lr=7.64e-07 time=10.2s Epoch 2834/3000 loss=0.001745 lr=7.55e-07 time=10.2s Epoch 2835/3000 loss=0.001763 lr=7.46e-07 time=10.2s Epoch 2836/3000 loss=0.001724 lr=7.37e-07 time=10.2s Epoch 2837/3000 loss=0.001708 lr=7.28e-07 time=10.2s Epoch 2838/3000 loss=0.001799 lr=7.19e-07 time=10.2s Epoch 2839/3000 loss=0.001749 lr=7.10e-07 time=10.2s Epoch 2840/3000 loss=0.001729 lr=7.01e-07 time=10.2s Epoch 2841/3000 loss=0.001729 lr=6.93e-07 time=10.2s Epoch 2842/3000 loss=0.001724 lr=6.84e-07 time=10.2s Epoch 2843/3000 loss=0.001781 lr=6.75e-07 time=10.2s Epoch 2844/3000 loss=0.001706 lr=6.67e-07 time=10.3s Epoch 2845/3000 loss=0.001759 lr=6.58e-07 time=10.2s Epoch 2846/3000 loss=0.001758 lr=6.50e-07 time=10.3s Epoch 2847/3000 loss=0.001775 lr=6.42e-07 time=10.2s Epoch 2848/3000 loss=0.001680 lr=6.33e-07 time=10.2s Epoch 2849/3000 loss=0.001693 lr=6.25e-07 time=10.2s Epoch 2850/3000 loss=0.001729 lr=6.17e-07 time=10.2s Epoch 2851/3000 loss=0.001742 lr=6.08e-07 time=10.2s Epoch 2852/3000 loss=0.001744 lr=6.00e-07 time=10.2s Epoch 2853/3000 loss=0.001752 lr=5.92e-07 time=10.2s Epoch 2854/3000 loss=0.001740 lr=5.84e-07 time=10.3s Epoch 2855/3000 loss=0.001692 lr=5.76e-07 time=10.3s Epoch 2856/3000 loss=0.001726 lr=5.68e-07 time=10.2s Epoch 2857/3000 loss=0.001696 lr=5.61e-07 time=10.2s Epoch 2858/3000 loss=0.001760 lr=5.53e-07 time=10.3s Epoch 2859/3000 loss=0.001767 lr=5.45e-07 time=10.3s Epoch 2860/3000 loss=0.001691 lr=5.37e-07 time=10.2s Epoch 2861/3000 loss=0.001754 lr=5.30e-07 time=10.3s Epoch 2862/3000 loss=0.001740 lr=5.22e-07 time=10.2s Epoch 2863/3000 loss=0.001725 lr=5.15e-07 time=10.2s Epoch 2864/3000 loss=0.001706 lr=5.07e-07 time=10.3s Epoch 2865/3000 loss=0.001709 lr=5.00e-07 time=10.2s Epoch 2866/3000 loss=0.001684 lr=4.92e-07 time=10.2s Epoch 2867/3000 loss=0.001705 lr=4.85e-07 time=10.2s Epoch 2868/3000 loss=0.001700 lr=4.78e-07 time=10.2s Epoch 2869/3000 loss=0.001682 lr=4.71e-07 time=10.2s Epoch 2870/3000 loss=0.001695 lr=4.63e-07 time=10.2s Epoch 2871/3000 loss=0.001723 lr=4.56e-07 time=10.2s Epoch 2872/3000 loss=0.001734 lr=4.49e-07 time=10.2s Epoch 2873/3000 loss=0.001730 lr=4.42e-07 time=10.3s Epoch 2874/3000 loss=0.001718 lr=4.35e-07 time=10.3s Epoch 2875/3000 loss=0.001722 lr=4.28e-07 time=10.2s Epoch 2876/3000 loss=0.001724 lr=4.22e-07 time=10.3s Epoch 2877/3000 loss=0.001719 lr=4.15e-07 time=10.3s Epoch 2878/3000 loss=0.001743 lr=4.08e-07 time=10.2s Epoch 2879/3000 loss=0.001740 lr=4.02e-07 time=10.3s Epoch 2880/3000 loss=0.001719 lr=3.95e-07 time=10.3s Epoch 2881/3000 loss=0.001709 lr=3.88e-07 time=10.3s Epoch 2882/3000 loss=0.001715 lr=3.82e-07 time=10.3s Epoch 2883/3000 loss=0.001774 lr=3.75e-07 time=10.4s Epoch 2884/3000 loss=0.001672 lr=3.69e-07 time=10.2s Epoch 2885/3000 loss=0.001741 lr=3.63e-07 time=10.3s Epoch 2886/3000 loss=0.001710 lr=3.56e-07 time=10.2s Epoch 2887/3000 loss=0.001694 lr=3.50e-07 time=10.2s Epoch 2888/3000 loss=0.001700 lr=3.44e-07 time=10.2s Epoch 2889/3000 loss=0.001700 lr=3.38e-07 time=10.2s Epoch 2890/3000 loss=0.001748 lr=3.32e-07 time=10.2s Epoch 2891/3000 loss=0.001718 lr=3.26e-07 time=10.2s Epoch 2892/3000 loss=0.001740 lr=3.20e-07 time=10.2s Epoch 2893/3000 loss=0.001725 lr=3.14e-07 time=10.3s Epoch 2894/3000 loss=0.001739 lr=3.08e-07 time=10.2s Epoch 2895/3000 loss=0.001696 lr=3.02e-07 time=10.2s Epoch 2896/3000 loss=0.001675 lr=2.97e-07 time=10.2s Epoch 2897/3000 loss=0.001713 lr=2.91e-07 time=10.2s Epoch 2898/3000 loss=0.001727 lr=2.85e-07 time=10.3s Epoch 2899/3000 loss=0.001724 lr=2.80e-07 time=10.2s Epoch 2900/3000 loss=0.001737 lr=2.74e-07 time=10.2s Epoch 2901/3000 loss=0.001734 lr=2.69e-07 time=10.2s Epoch 2902/3000 loss=0.001742 lr=2.64e-07 time=10.3s Epoch 2903/3000 loss=0.001693 lr=2.58e-07 time=10.2s Epoch 2904/3000 loss=0.001672 lr=2.53e-07 time=10.3s Epoch 2905/3000 loss=0.001718 lr=2.48e-07 time=10.3s Epoch 2906/3000 loss=0.001758 lr=2.42e-07 time=10.2s Epoch 2907/3000 loss=0.001703 lr=2.37e-07 time=10.2s Epoch 2908/3000 loss=0.001700 lr=2.32e-07 time=10.2s Epoch 2909/3000 loss=0.001711 lr=2.27e-07 time=10.2s Epoch 2910/3000 loss=0.001711 lr=2.22e-07 time=10.2s Epoch 2911/3000 loss=0.001708 lr=2.17e-07 time=10.2s Epoch 2912/3000 loss=0.001721 lr=2.13e-07 time=10.3s Epoch 2913/3000 loss=0.001692 lr=2.08e-07 time=10.2s Epoch 2914/3000 loss=0.001705 lr=2.03e-07 time=10.2s Epoch 2915/3000 loss=0.001709 lr=1.98e-07 time=10.2s Epoch 2916/3000 loss=0.001730 lr=1.94e-07 time=10.2s Epoch 2917/3000 loss=0.001747 lr=1.89e-07 time=10.2s Epoch 2918/3000 loss=0.001746 lr=1.85e-07 time=10.2s Epoch 2919/3000 loss=0.001704 lr=1.80e-07 time=10.2s Epoch 2920/3000 loss=0.001720 lr=1.76e-07 time=10.2s Epoch 2921/3000 loss=0.001731 lr=1.71e-07 time=10.2s Epoch 2922/3000 loss=0.001695 lr=1.67e-07 time=10.3s Epoch 2923/3000 loss=0.001699 lr=1.63e-07 time=10.2s Epoch 2924/3000 loss=0.001720 lr=1.59e-07 time=10.3s Epoch 2925/3000 loss=0.001738 lr=1.54e-07 time=10.3s Epoch 2926/3000 loss=0.001741 lr=1.50e-07 time=10.2s Epoch 2927/3000 loss=0.001716 lr=1.46e-07 time=10.2s Epoch 2928/3000 loss=0.001712 lr=1.42e-07 time=10.2s Epoch 2929/3000 loss=0.001697 lr=1.38e-07 time=10.2s Epoch 2930/3000 loss=0.001728 lr=1.35e-07 time=10.2s Epoch 2931/3000 loss=0.001674 lr=1.31e-07 time=10.2s Epoch 2932/3000 loss=0.001709 lr=1.27e-07 time=10.4s Epoch 2933/3000 loss=0.001690 lr=1.23e-07 time=10.3s Epoch 2934/3000 loss=0.001732 lr=1.20e-07 time=10.2s Epoch 2935/3000 loss=0.001686 lr=1.16e-07 time=10.2s Epoch 2936/3000 loss=0.001756 lr=1.12e-07 time=10.2s Epoch 2937/3000 loss=0.001730 lr=1.09e-07 time=10.3s Epoch 2938/3000 loss=0.001739 lr=1.06e-07 time=10.2s Epoch 2939/3000 loss=0.001670 lr=1.02e-07 time=10.2s Epoch 2940/3000 loss=0.001687 lr=9.88e-08 time=10.3s Epoch 2941/3000 loss=0.001720 lr=9.56e-08 time=10.2s Epoch 2942/3000 loss=0.001686 lr=9.24e-08 time=10.2s Epoch 2943/3000 loss=0.001722 lr=8.92e-08 time=10.2s Epoch 2944/3000 loss=0.001712 lr=8.61e-08 time=10.2s Epoch 2945/3000 loss=0.001711 lr=8.31e-08 time=10.2s Epoch 2946/3000 loss=0.001717 lr=8.01e-08 time=10.2s Epoch 2947/3000 loss=0.001724 lr=7.71e-08 time=10.2s Epoch 2948/3000 loss=0.001687 lr=7.42e-08 time=10.2s Epoch 2949/3000 loss=0.001760 lr=7.14e-08 time=10.2s Epoch 2950/3000 loss=0.001705 lr=6.86e-08 time=10.2s Epoch 2951/3000 loss=0.001770 lr=6.59e-08 time=10.2s Epoch 2952/3000 loss=0.001721 lr=6.33e-08 time=10.3s Epoch 2953/3000 loss=0.001755 lr=6.07e-08 time=10.2s Epoch 2954/3000 loss=0.001737 lr=5.81e-08 time=10.3s Epoch 2955/3000 loss=0.001701 lr=5.56e-08 time=10.1s Epoch 2956/3000 loss=0.001686 lr=5.32e-08 time=10.2s Epoch 2957/3000 loss=0.001722 lr=5.08e-08 time=10.2s Epoch 2958/3000 loss=0.001725 lr=4.84e-08 time=10.2s Epoch 2959/3000 loss=0.001704 lr=4.62e-08 time=10.2s Epoch 2960/3000 loss=0.001736 lr=4.39e-08 time=10.2s Epoch 2961/3000 loss=0.001757 lr=4.18e-08 time=10.2s Epoch 2962/3000 loss=0.001730 lr=3.97e-08 time=10.3s Epoch 2963/3000 loss=0.001714 lr=3.76e-08 time=10.2s Epoch 2964/3000 loss=0.001754 lr=3.56e-08 time=10.2s Epoch 2965/3000 loss=0.001708 lr=3.36e-08 time=10.2s Epoch 2966/3000 loss=0.001745 lr=3.17e-08 time=10.2s Epoch 2967/3000 loss=0.001707 lr=2.99e-08 time=10.2s Epoch 2968/3000 loss=0.001749 lr=2.81e-08 time=10.2s Epoch 2969/3000 loss=0.001733 lr=2.64e-08 time=10.2s Epoch 2970/3000 loss=0.001773 lr=2.47e-08 time=10.3s Epoch 2971/3000 loss=0.001762 lr=2.31e-08 time=10.2s Epoch 2972/3000 loss=0.001746 lr=2.15e-08 time=10.2s Epoch 2973/3000 loss=0.001704 lr=2.00e-08 time=10.3s Epoch 2974/3000 loss=0.001717 lr=1.86e-08 time=10.2s Epoch 2975/3000 loss=0.001717 lr=1.72e-08 time=10.2s Epoch 2976/3000 loss=0.001759 lr=1.58e-08 time=10.3s Epoch 2977/3000 loss=0.001712 lr=1.45e-08 time=10.2s Epoch 2978/3000 loss=0.001767 lr=1.33e-08 time=10.2s Epoch 2979/3000 loss=0.001757 lr=1.21e-08 time=10.2s Epoch 2980/3000 loss=0.001751 lr=1.10e-08 time=10.2s Epoch 2981/3000 loss=0.001773 lr=9.91e-09 time=10.2s Epoch 2982/3000 loss=0.001680 lr=8.90e-09 time=10.3s Epoch 2983/3000 loss=0.001740 lr=7.94e-09 time=10.2s Epoch 2984/3000 loss=0.001757 lr=7.03e-09 time=10.3s Epoch 2985/3000 loss=0.001718 lr=6.18e-09 time=10.3s Epoch 2986/3000 loss=0.001692 lr=5.38e-09 time=10.2s Epoch 2987/3000 loss=0.001702 lr=4.64e-09 time=10.2s Epoch 2988/3000 loss=0.001738 lr=3.95e-09 time=10.3s Epoch 2989/3000 loss=0.001737 lr=3.32e-09 time=10.3s Epoch 2990/3000 loss=0.001699 lr=2.75e-09 time=10.2s Epoch 2991/3000 loss=0.001713 lr=2.22e-09 time=10.3s Epoch 2992/3000 loss=0.001707 lr=1.76e-09 time=10.2s Epoch 2993/3000 loss=0.001773 lr=1.35e-09 time=10.3s Epoch 2994/3000 loss=0.001736 lr=9.89e-10 time=10.2s Epoch 2995/3000 loss=0.001718 lr=6.87e-10 time=10.3s Epoch 2996/3000 loss=0.001727 lr=4.39e-10 time=10.3s Epoch 2997/3000 loss=0.001738 lr=2.47e-10 time=10.3s Epoch 2998/3000 loss=0.001714 lr=1.10e-10 time=10.2s Epoch 2999/3000 loss=0.001733 lr=2.75e-11 time=10.2s Epoch 3000/3000 loss=0.001760 lr=0.00e+00 time=10.3s Done. Best loss: 0.001670 (EMA warmup power=0.75) Checkpoints: /home/rumi/Desktop/tele/checkpoints/pc_with_taxonomy_rig train.py:1154: FutureWarning: `torch.cuda.amp.GradScaler(args...)` is deprecated. Please use `torch.amp.GradScaler('cuda', args...)` instead. scaler = torch.cuda.amp.GradScaler(enabled=use_amp) train.py:1208: FutureWarning: `torch.cuda.amp.autocast(args...)` is deprecated. Please use `torch.amp.autocast('cuda', args...)` instead. with torch.cuda.amp.autocast(enabled=use_amp):