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dragonlee258079 / DMT

Code release for the CVPR 2023 paper "Discriminative Co-Saliency and BG Mining Transformer for Co-Salient Object Detection" by Long Li, Junwei Han, Ni Zhang, Nian Liu*, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan

MIT License

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你好，我把代码下下来重新跑了一下，第一个epoch的log是这样的： 2024-01-18 21:58:19,170 Starting epoch 1/300. 2024-01-18 21:58:19,170 epoch: 0 ------ lr:1.0000000000000001e-07 2024-01-18 21:58:23,962 Whole iter step:1 - epoch progress:0/300 - total_loss:9.3930 - f_co_bce:0.7220 - f_bg_bce: 0.7242 - f_com_bce: 0.7257 - f_iou: 0.8952 - f_iou_com: 0.8981 - s_co_bce:0.7291 - s_bg_bce: 0.7284 - s_com_bce: 0.7335 - s_co_1_bce: 0.7396 - s_co_2_bce: 0.7396 - s_iou:0.7118 - s_iou_com:0.8913 batch_size: 0.8941320776939392 2024-01-18 21:58:25,329 Whole iter step:2 - epoch progress:0/300 - total_loss:9.3123 - f_co_bce:0.7260 - f_bg_bce: 0.7164 - f_com_bce: 0.7314 - f_iou: 0.8701 - f_iou_com: 0.8794 - s_co_bce:0.7252 - s_bg_bce: 0.7333 - s_com_bce: 0.7365 - s_co_1_bce: 0.7373 - s_co_2_bce: 0.7373 - s_iou:0.7076 - s_iou_com:0.8716 batch_size: 0.8774482011795044 2024-01-18 21:58:27,022 Whole iter step:3 - epoch progress:0/300 - total_loss:9.3718 - f_co_bce:0.7251 - f_bg_bce: 0.7307 - f_com_bce: 0.7257 - f_iou: 0.8887 - f_iou_com: 0.8884 - s_co_bce:0.7372 - s_bg_bce: 0.7236 - s_com_bce: 0.7382 - s_co_1_bce: 0.7148 - s_co_2_bce: 0.7148 - s_iou:0.7297 - s_iou_com:0.8845 batch_size: 0.8852767944335938 2024-01-18 21:58:28,341 Whole iter step:4 - epoch progress:0/300 - total_loss:9.5268 - f_co_bce:0.7248 - f_bg_bce: 0.7425 - f_com_bce: 0.7144 - f_iou: 0.9224 - f_iou_com: 0.9267 - s_co_bce:0.7358 - s_bg_bce: 0.7269 - s_com_bce: 0.7261 - s_co_1_bce: 0.7363 - s_co_2_bce: 0.7363 - s_iou:0.7147 - s_iou_com:0.9277 batch_size: 0.9285063147544861 2024-01-18 21:58:29,590 Whole iter step:5 - epoch progress:0/300 - total_loss:9.1593 - f_co_bce:0.6970 - f_bg_bce: 0.7559 - f_com_bce: 0.7204 - f_iou: 0.8118 - f_iou_com: 0.8408 - s_co_bce:0.7282 - s_bg_bce: 0.7269 - s_com_bce: 0.7298 - s_co_1_bce: 0.7349 - s_co_2_bce: 0.7349 - s_iou:0.7365 - s_iou_com:0.8379 batch_size: 0.8391010165214539 2024-01-18 21:58:30,832 Whole iter step:6 - epoch progress:0/300 - total_loss:9.4585 - f_co_bce:0.7612 - f_bg_bce: 0.7264 - f_com_bce: 0.7161 - f_iou: 0.9028 - f_iou_com: 0.9028 - s_co_bce:0.7388 - s_bg_bce: 0.7301 - s_com_bce: 0.7319 - s_co_1_bce: 0.7316 - s_co_2_bce: 0.7316 - s_iou:0.7202 - s_iou_com:0.8977 batch_size: 0.8989381790161133 2024-01-18 21:58:32,130 Whole iter step:7 - epoch progress:0/300 - total_loss:8.7846 - f_co_bce:0.6895 - f_bg_bce: 0.7917 - f_com_bce: 0.7260 - f_iou: 0.7247 - f_iou_com: 0.7439 - s_co_bce:0.7173 - s_bg_bce: 0.7333 - s_com_bce: 0.7384 - s_co_1_bce: 0.7285 - s_co_2_bce: 0.7285 - s_iou:0.7081 - s_iou_com:0.7387 batch_size: 0.7446854710578918 2024-01-18 21:58:33,368 Whole iter step:8 - epoch progress:0/300 - total_loss:9.4965 - f_co_bce:0.7199 - f_bg_bce: 0.7204 - f_com_bce: 0.7133 - f_iou: 0.9201 - f_iou_com: 0.9192 - s_co_bce:0.7422 - s_bg_bce: 0.7209 - s_com_bce: 0.7346 - s_co_1_bce: 0.7408 - s_co_2_bce: 0.7408 - s_iou:0.7171 - s_iou_com:0.9247 batch_size: 0.9234089851379395 2024-01-18 21:58:34,614 Whole iter step:9 - epoch progress:0/300 - total_loss:9.1732 - f_co_bce:0.7235 - f_bg_bce: 0.7275 - f_com_bce: 0.6941 - f_iou: 0.8436 - f_iou_com: 0.8389 - s_co_bce:0.7338 - s_bg_bce: 0.7273 - s_com_bce: 0.7360 - s_co_1_bce: 0.7253 - s_co_2_bce: 0.7253 - s_iou:0.7241 - s_iou_com:0.8485 batch_size: 0.8506669402122498 2024-01-18 21:58:35,868 Whole iter step:10 - epoch progress:0/300 - total_loss:8.9602 - f_co_bce:0.7402 - f_bg_bce: 0.7221 - f_com_bce: 0.7487 - f_iou: 0.7717 - f_iou_com: 0.7804 - s_co_bce:0.7212 - s_bg_bce: 0.7378 - s_com_bce: 0.7433 - s_co_1_bce: 0.7167 - s_co_2_bce: 0.7167 - s_iou:0.7363 - s_iou_com:0.7661 batch_size: 0.7756515741348267 2024-01-18 21:58:37,178 Whole iter step:11 - epoch progress:0/300 - total_loss:8.9876 - f_co_bce:0.7172 - f_bg_bce: 0.7279 - f_com_bce: 0.7054 - f_iou: 0.7882 - f_iou_com: 0.7970 - s_co_bce:0.7227 - s_bg_bce: 0.7408 - s_com_bce: 0.7359 - s_co_1_bce: 0.7246 - s_co_2_bce: 0.7246 - s_iou:0.7273 - s_iou_com:0.7984 batch_size: 0.8021991848945618 2024-01-18 21:58:38,387 Whole iter step:12 - epoch progress:0/300 - total_loss:8.8881 - f_co_bce:0.6946 - f_bg_bce: 0.7534 - f_com_bce: 0.6875 - f_iou: 0.7793 - f_iou_com: 0.7818 - s_co_bce:0.7227 - s_bg_bce: 0.7431 - s_com_bce: 0.7246 - s_co_1_bce: 0.7140 - s_co_2_bce: 0.7140 - s_iou:0.7151 - s_iou_com:0.7854 batch_size: 0.7865845561027527 2024-01-18 21:58:39,550 Whole iter step:13 - epoch progress:0/300 - total_loss:9.1139 - f_co_bce:0.7394 - f_bg_bce: 0.7298 - f_com_bce: 0.7388 - f_iou: 0.8122 - f_iou_com: 0.8155 - s_co_bce:0.7282 - s_bg_bce: 0.7389 - s_com_bce: 0.7388 - s_co_1_bce: 0.7395 - s_co_2_bce: 0.7395 - s_iou:0.7207 - s_iou_com:0.8042 batch_size: 0.8079127669334412 2024-01-18 21:58:40,892 Whole iter step:14 - epoch progress:0/300 - total_loss:8.8706 - f_co_bce:0.6960 - f_bg_bce: 0.7729 - f_com_bce: 0.7201 - f_iou: 0.7598 - f_iou_com: 0.7775 - s_co_bce:0.7224 - s_bg_bce: 0.7353 - s_com_bce: 0.7163 - s_co_1_bce: 0.7198 - s_co_2_bce: 0.7198 - s_iou:0.7091 - s_iou_com:0.7715 batch_size: 0.7699781060218811 2024-01-18 21:58:42,053 Whole iter step:15 - epoch progress:0/300 - total_loss:9.1763 - f_co_bce:0.7159 - f_bg_bce: 0.7402 - f_com_bce: 0.7099 - f_iou: 0.8462 - f_iou_com: 0.8457 - s_co_bce:0.7276 - s_bg_bce: 0.7334 - s_com_bce: 0.7250 - s_co_1_bce: 0.7158 - s_co_2_bce: 0.7158 - s_iou:0.7182 - s_iou_com:0.8515 batch_size: 0.8470016717910767 2024-01-18 21:58:43,215 Whole iter step:16 - epoch progress:0/300 - total_loss:9.5347 - f_co_bce:0.7565 - f_bg_bce: 0.6872 - f_com_bce: 0.7133 - f_iou: 0.9313 - f_iou_com: 0.9309 - s_co_bce:0.7406 - s_bg_bce: 0.7190 - s_com_bce: 0.7403 - s_co_1_bce: 0.7182 - s_co_2_bce: 0.7182 - s_iou:0.7241 - s_iou_com:0.9357 batch_size: 0.9377279281616211 2024-01-18 21:58:44,453 Whole iter step:17 - epoch progress:0/300 - total_loss:9.3689 - f_co_bce:0.7582 - f_bg_bce: 0.6988 - f_com_bce: 0.7015 - f_iou: 0.8973 - f_iou_com: 0.8876 - s_co_bce:0.7279 - s_bg_bce: 0.7267 - s_com_bce: 0.7364 - s_co_1_bce: 0.7147 - s_co_2_bce: 0.7147 - s_iou:0.7254 - s_iou_com:0.8957 batch_size: 0.8988319635391235 2024-01-18 21:58:45,682 Whole iter step:18 - epoch progress:0/300 - total_loss:9.3065 - f_co_bce:0.7449 - f_bg_bce: 0.7092 - f_com_bce: 0.7032 - f_iou: 0.8867 - f_iou_com: 0.8759 - s_co_bce:0.7112 - s_bg_bce: 0.7560 - s_com_bce: 0.7293 - s_co_1_bce: 0.7200 - s_co_2_bce: 0.7200 - s_iou:0.7140 - s_iou_com:0.8753 batch_size: 0.8809175491333008 2024-01-18 21:58:46,932 Whole iter step:19 - epoch progress:0/300 - total_loss:8.9569 - f_co_bce:0.7370 - f_bg_bce: 0.7150 - f_com_bce: 0.7298 - f_iou: 0.7863 - f_iou_com: 0.7856 - s_co_bce:0.7489 - s_bg_bce: 0.7217 - s_com_bce: 0.7410 - s_co_1_bce: 0.7100 - s_co_2_bce: 0.7100 - s_iou:0.7143 - s_iou_com:0.7849 batch_size: 0.7824659943580627 2024-01-18 21:58:48,175 Whole iter step:20 - epoch progress:0/300 - total_loss:9.4379 - f_co_bce:0.7184 - f_bg_bce: 0.7326 - f_com_bce: 0.6987 - f_iou: 0.9126 - f_iou_com: 0.9140 - s_co_bce:0.7321 - s_bg_bce: 0.7251 - s_com_bce: 0.7362 - s_co_1_bce: 0.7176 - s_co_2_bce: 0.7176 - s_iou:0.7065 - s_iou_com:0.9208 batch_size: 0.9231462478637695 2024-01-18 21:58:49,383 Whole iter step:21 - epoch progress:0/300 - total_loss:9.2013 - f_co_bce:0.7128 - f_bg_bce: 0.7575 - f_com_bce: 0.6988 - f_iou: 0.8594 - f_iou_com: 0.8603 - s_co_bce:0.7216 - s_bg_bce: 0.7257 - s_com_bce: 0.7225 - s_co_1_bce: 0.7077 - s_co_2_bce: 0.7077 - s_iou:0.7031 - s_iou_com:0.8647 batch_size: 0.8669571280479431 2024-01-18 21:58:50,602 Whole iter step:22 - epoch progress:0/300 - total_loss:8.6976 - f_co_bce:0.6705 - f_bg_bce: 0.7875 - f_com_bce: 0.6841 - f_iou: 0.7109 - f_iou_com: 0.7240 - s_co_bce:0.7409 - s_bg_bce: 0.7240 - s_com_bce: 0.7349 - s_co_1_bce: 0.7119 - s_co_2_bce: 0.7119 - s_iou:0.7306 - s_iou_com:0.7395 batch_size: 0.7388562560081482 2024-01-18 21:58:51,854 Whole iter step:23 - epoch progress:0/300 - total_loss:9.2914 - f_co_bce:0.7229 - f_bg_bce: 0.7218 - f_com_bce: 0.6880 - f_iou: 0.8809 - f_iou_com: 0.8732 - s_co_bce:0.7335 - s_bg_bce: 0.7267 - s_com_bce: 0.7358 - s_co_1_bce: 0.7148 - s_co_2_bce: 0.7148 - s_iou:0.7268 - s_iou_com:0.8838 batch_size: 0.8831996917724609 2024-01-18 21:58:53,116 Whole iter step:24 - epoch progress:0/300 - total_loss:8.9236 - f_co_bce:0.7213 - f_bg_bce: 0.7446 - f_com_bce: 0.6917 - f_iou: 0.7829 - f_iou_com: 0.7782 - s_co_bce:0.7503 - s_bg_bce: 0.7122 - s_com_bce: 0.7320 - s_co_1_bce: 0.7137 - s_co_2_bce: 0.7137 - s_iou:0.7088 - s_iou_com:0.7965 batch_size: 0.7913808226585388 2024-01-18 21:58:54,357 Whole iter step:25 - epoch progress:0/300 - total_loss:8.9377 - f_co_bce:0.6987 - f_bg_bce: 0.7644 - f_com_bce: 0.6910 - f_iou: 0.7853 - f_iou_com: 0.7923 - s_co_bce:0.7153 - s_bg_bce: 0.7434 - s_com_bce: 0.7195 - s_co_1_bce: 0.7229 - s_co_2_bce: 0.7229 - s_iou:0.7058 - s_iou_com:0.7987 batch_size: 0.8003748059272766 2024-01-18 21:58:55,606 Whole iter step:26 - epoch progress:0/300 - total_loss:8.9090 - f_co_bce:0.6845 - f_bg_bce: 0.7776 - f_com_bce: 0.6689 - f_iou: 0.7888 - f_iou_com: 0.7851 - s_co_bce:0.7150 - s_bg_bce: 0.7332 - s_com_bce: 0.7128 - s_co_1_bce: 0.7182 - s_co_2_bce: 0.7182 - s_iou:0.7086 - s_iou_com:0.8092 batch_size: 0.8069822192192078 2024-01-18 21:58:56,908 Whole iter step:27 - epoch progress:0/300 - total_loss:9.0013 - f_co_bce:0.7179 - f_bg_bce: 0.7174 - f_com_bce: 0.7445 - f_iou: 0.7841 - f_iou_com: 0.7972 - s_co_bce:0.7268 - s_bg_bce: 0.7403 - s_com_bce: 0.7377 - s_co_1_bce: 0.7219 - s_co_2_bce: 0.7219 - s_iou:0.7203 - s_iou_com:0.7944 batch_size: 0.798801839351654 2024-01-18 21:58:58,077 Whole iter step:28 - epoch progress:0/300 - total_loss:8.9895 - f_co_bce:0.7148 - f_bg_bce: 0.7280 - f_com_bce: 0.7227 - f_iou: 0.8186 - f_iou_com: 0.8227 - s_co_bce:0.7194 - s_bg_bce: 0.7372 - s_com_bce: 0.7012 - s_co_1_bce: 0.7037 - s_co_2_bce: 0.7037 - s_iou:0.6909 - s_iou_com:0.8184 batch_size: 0.811961829662323 2024-01-18 21:58:59,237 Whole iter step:29 - epoch progress:0/300 - total_loss:9.3133 - f_co_bce:0.7033 - f_bg_bce: 0.7449 - f_com_bce: 0.6909 - f_iou: 0.8922 - f_iou_com: 0.8853 - s_co_bce:0.7144 - s_bg_bce: 0.7488 - s_com_bce: 0.7117 - s_co_1_bce: 0.7210 - s_co_2_bce: 0.7210 - s_iou:0.7125 - s_iou_com:0.8961 batch_size: 0.8924462199211121 2024-01-18 21:59:00,386 Whole iter step:30 - epoch progress:0/300 - total_loss:9.1369 - f_co_bce:0.7123 - f_bg_bce: 0.7350 - f_com_bce: 0.6868 - f_iou: 0.8546 - f_iou_com: 0.8479 - s_co_bce:0.7218 - s_bg_bce: 0.7402 - s_com_bce: 0.7169 - s_co_1_bce: 0.6928 - s_co_2_bce: 0.6928 - s_iou:0.7125 - s_iou_com:0.8601 batch_size: 0.8559425473213196 2024-01-18 21:59:01,616 Whole iter step:31 - epoch progress:0/300 - total_loss:8.8801 - f_co_bce:0.6665 - f_bg_bce: 0.7713 - f_com_bce: 0.6574 - f_iou: 0.7822 - f_iou_com: 0.7769 - s_co_bce:0.7321 - s_bg_bce: 0.7278 - s_com_bce: 0.7290 - s_co_1_bce: 0.7131 - s_co_2_bce: 0.7131 - s_iou:0.7179 - s_iou_com:0.8023 batch_size: 0.8036507964134216 2024-01-18 21:59:02,831 Whole iter step:32 - epoch progress:0/300 - total_loss:9.0764 - f_co_bce:0.7077 - f_bg_bce: 0.7384 - f_com_bce: 0.6828 - f_iou: 0.8448 - f_iou_com: 0.8370 - s_co_bce:0.7048 - s_bg_bce: 0.7571 - s_com_bce: 0.7065 - s_co_1_bce: 0.7112 - s_co_2_bce: 0.7112 - s_iou:0.7009 - s_iou_com:0.8421 batch_size: 0.8430690169334412 2024-01-18 21:59:04,053 Whole iter step:33 - epoch progress:0/300 - total_loss:8.9978 - f_co_bce:0.7384 - f_bg_bce: 0.7220 - f_com_bce: 0.7156 - f_iou: 0.8205 - f_iou_com: 0.8124 - s_co_bce:0.7022 - s_bg_bce: 0.7505 - s_com_bce: 0.7011 - s_co_1_bce: 0.7087 - s_co_2_bce: 0.7087 - s_iou:0.7181 - s_iou_com:0.8047 batch_size: 0.8034416437149048 2024-01-18 21:59:05,293 Whole iter step:34 - epoch progress:0/300 - total_loss:8.9435 - f_co_bce:0.7140 - f_bg_bce: 0.7197 - f_com_bce: 0.6712 - f_iou: 0.8174 - f_iou_com: 0.8030 - s_co_bce:0.7260 - s_bg_bce: 0.7292 - s_com_bce: 0.7108 - s_co_1_bce: 0.7122 - s_co_2_bce: 0.7122 - s_iou:0.7014 - s_iou_com:0.8223 batch_size: 0.8163172006607056 2024-01-18 21:59:06,455 Whole iter step:35 - epoch progress:0/300 - total_loss:8.5842 - f_co_bce:0.6827 - f_bg_bce: 0.7470 - f_com_bce: 0.6656 - f_iou: 0.7374 - f_iou_com: 0.7330 - s_co_bce:0.6990 - s_bg_bce: 0.7559 - s_com_bce: 0.6734 - s_co_1_bce: 0.7019 - s_co_2_bce: 0.7019 - s_iou:0.7094 - s_iou_com:0.7437 batch_size: 0.735252320766449 2024-01-18 21:59:07,616 Whole iter step:36 - epoch progress:0/300 - total_loss:8.8137 - f_co_bce:0.7041 - f_bg_bce: 0.7370 - f_com_bce: 0.6704 - f_iou: 0.8136 - f_iou_com: 0.8003 - s_co_bce:0.6967 - s_bg_bce: 0.7455 - s_com_bce: 0.6687 - s_co_1_bce: 0.6820 - s_co_2_bce: 0.6820 - s_iou:0.6885 - s_iou_com:0.8084 batch_size: 0.7983500957489014 2024-01-18 21:59:08,783 Whole iter step:37 - epoch progress:0/300 - total_loss:8.9318 - f_co_bce:0.7883 - f_bg_bce: 0.6734 - f_com_bce: 0.8289 - f_iou: 0.7562 - f_iou_com: 0.7665 - s_co_bce:0.7307 - s_bg_bce: 0.7278 - s_com_bce: 0.7313 - s_co_1_bce: 0.7322 - s_co_2_bce: 0.7322 - s_iou:0.7267 - s_iou_com:0.7354 batch_size: 0.7345384955406189 2024-01-18 21:59:10,169 Whole iter step:38 - epoch progress:0/300 - total_loss:8.7760 - f_co_bce:0.7394 - f_bg_bce: 0.7211 - f_com_bce: 0.7172 - f_iou: 0.7657 - f_iou_com: 0.7494 - s_co_bce:0.7166 - s_bg_bce: 0.7393 - s_com_bce: 0.7112 - s_co_1_bce: 0.7143 - s_co_2_bce: 0.7143 - s_iou:0.7067 - s_iou_com:0.7486 batch_size: 0.7466654777526855 2024-01-18 21:59:11,445 Whole iter step:39 - epoch progress:0/300 - total_loss:8.6862 - f_co_bce:0.7111 - f_bg_bce: 0.7234 - f_com_bce: 0.7498 - f_iou: 0.7379 - f_iou_com: 0.7433 - s_co_bce:0.7088 - s_bg_bce: 0.7382 - s_com_bce: 0.7044 - s_co_1_bce: 0.7030 - s_co_2_bce: 0.7030 - s_iou:0.7077 - s_iou_com:0.7290 batch_size: 0.7297149300575256 2024-01-18 21:59:12,604 Whole iter step:40 - epoch progress:0/300 - total_loss:9.1580 - f_co_bce:0.7432 - f_bg_bce: 0.6994 - f_com_bce: 0.7605 - f_iou: 0.8404 - f_iou_com: 0.8448 - s_co_bce:0.7291 - s_bg_bce: 0.7361 - s_com_bce: 0.7070 - s_co_1_bce: 0.7239 - s_co_2_bce: 0.7239 - s_iou:0.7263 - s_iou_com:0.8276 batch_size: 0.8196279406547546 2024-01-18 21:59:13,820 Whole iter step:41 - epoch progress:0/300 - total_loss:9.2326 - f_co_bce:0.7122 - f_bg_bce: 0.7107 - f_com_bce: 0.7065 - f_iou: 0.8818 - f_iou_com: 0.8715 - s_co_bce:0.7235 - s_bg_bce: 0.7300 - s_com_bce: 0.7065 - s_co_1_bce: 0.7093 - s_co_2_bce: 0.7093 - s_iou:0.7141 - s_iou_com:0.8859 batch_size: 0.8805737495422363 2024-01-18 21:59:14,982 Whole iter step:42 - epoch progress:0/300 - total_loss:9.2607 - f_co_bce:0.7247 - f_bg_bce: 0.7184 - f_com_bce: 0.7166 - f_iou: 0.8862 - f_iou_com: 0.8760 - s_co_bce:0.7237 - s_bg_bce: 0.7383 - s_com_bce: 0.7054 - s_co_1_bce: 0.6999 - s_co_2_bce: 0.6999 - s_iou:0.7081 - s_iou_com:0.8866 batch_size: 0.876792848110199 2024-01-18 21:59:16,131 Whole iter step:43 - epoch progress:0/300 - total_loss:9.1949 - f_co_bce:0.6962 - f_bg_bce: 0.7282 - f_com_bce: 0.7062 - f_iou: 0.8882 - f_iou_com: 0.8736 - s_co_bce:0.7170 - s_bg_bce: 0.7255 - s_com_bce: 0.6871 - s_co_1_bce: 0.6939 - s_co_2_bce: 0.6939 - s_iou:0.7135 - s_iou_com:0.8910 batch_size: 0.8744679689407349 2024-01-18 21:59:17,298 Whole iter step:44 - epoch progress:0/300 - total_loss:9.1666 - f_co_bce:0.7486 - f_bg_bce: 0.7131 - f_com_bce: 0.7162 - f_iou: 0.8689 - f_iou_com: 0.8541 - s_co_bce:0.7075 - s_bg_bce: 0.7503 - s_com_bce: 0.6953 - s_co_1_bce: 0.7022 - s_co_2_bce: 0.7022 - s_iou:0.7001 - s_iou_com:0.8584 batch_size: 0.851887047290802 2024-01-18 21:59:18,535 Whole iter step:45 - epoch progress:0/300 - total_loss:9.1541 - f_co_bce:0.7086 - f_bg_bce: 0.7162 - f_com_bce: 0.6981 - f_iou: 0.8801 - f_iou_com: 0.8665 - s_co_bce:0.7155 - s_bg_bce: 0.7387 - s_com_bce: 0.6912 - s_co_1_bce: 0.6997 - s_co_2_bce: 0.6997 - s_iou:0.6950 - s_iou_com:0.8762 batch_size: 0.8681354522705078 2024-01-18 21:59:19,902 Whole iter step:46 - epoch progress:0/300 - total_loss:8.7252 - f_co_bce:0.6888 - f_bg_bce: 0.7017 - f_com_bce: 0.6490 - f_iou: 0.7949 - f_iou_com: 0.7728 - s_co_bce:0.7108 - s_bg_bce: 0.7401 - s_com_bce: 0.6883 - s_co_1_bce: 0.6912 - s_co_2_bce: 0.6912 - s_iou:0.6934 - s_iou_com:0.8034 batch_size: 0.7907752990722656 2024-01-18 21:59:21,152 Whole iter step:47 - epoch progress:0/300 - total_loss:9.2514 - f_co_bce:0.7132 - f_bg_bce: 0.7059 - f_com_bce: 0.7110 - f_iou: 0.8886 - f_iou_com: 0.8697 - s_co_bce:0.7242 - s_bg_bce: 0.7332 - s_com_bce: 0.7219 - s_co_1_bce: 0.7040 - s_co_2_bce: 0.7040 - s_iou:0.7125 - s_iou_com:0.8843 batch_size: 0.8828490376472473 2024-01-18 21:59:22,399 Whole iter step:48 - epoch progress:0/300 - total_loss:8.6239 - f_co_bce:0.7091 - f_bg_bce: 0.7186 - f_com_bce: 0.6780 - f_iou: 0.7298 - f_iou_com: 0.7123 - s_co_bce:0.7386 - s_bg_bce: 0.7200 - s_com_bce: 0.7155 - s_co_1_bce: 0.7115 - s_co_2_bce: 0.7115 - s_iou:0.7253 - s_iou_com:0.7356 batch_size: 0.7296261191368103 2024-01-18 21:59:23,567 Whole iter step:49 - epoch progress:0/300 - total_loss:9.0107 - f_co_bce:0.7316 - f_bg_bce: 0.7067 - f_com_bce: 0.7026 - f_iou: 0.8445 - f_iou_com: 0.8348 - s_co_bce:0.7053 - s_bg_bce: 0.7509 - s_com_bce: 0.6683 - s_co_1_bce: 0.7006 - s_co_2_bce: 0.7006 - s_iou:0.7035 - s_iou_com:0.8378 batch_size: 0.8240992426872253 2024-01-18 21:59:24,773 Whole iter step:50 - epoch progress:0/300 - total_loss:9.0051 - f_co_bce:0.6877 - f_bg_bce: 0.7186 - f_com_bce: 0.6909 - f_iou: 0.8240 - f_iou_com: 0.8143 - s_co_bce:0.7224 - s_bg_bce: 0.7333 - s_com_bce: 0.7197 - s_co_1_bce: 0.7185 - s_co_2_bce: 0.7185 - s_iou:0.7179 - s_iou_com:0.8302 batch_size: 0.827581524848938 2024-01-18 21:59:26,013 Whole iter step:51 - epoch progress:0/300 - total_loss:9.0971 - f_co_bce:0.7195 - f_bg_bce: 0.7099 - f_com_bce: 0.6984 - f_iou: 0.8733 - f_iou_com: 0.8596 - s_co_bce:0.7113 - s_bg_bce: 0.7352 - s_com_bce: 0.6863 - s_co_1_bce: 0.7004 - s_co_2_bce: 0.7004 - s_iou:0.6951 - s_iou_com:0.8595 batch_size: 0.8483759164810181 2024-01-18 21:59:27,239 Whole iter step:52 - epoch progress:0/300 - total_loss:9.2490 - f_co_bce:0.6966 - f_bg_bce: 0.7149 - f_com_bce: 0.6562 - f_iou: 0.9144 - f_iou_com: 0.8929 - s_co_bce:0.7178 - s_bg_bce: 0.7356 - s_com_bce: 0.6978 - s_co_1_bce: 0.7074 - s_co_2_bce: 0.7074 - s_iou:0.6963 - s_iou_com:0.9118 batch_size: 0.9072510004043579 2024-01-18 21:59:28,397 Whole iter step:53 - epoch progress:0/300 - total_loss:8.7195 - f_co_bce:0.6919 - f_bg_bce: 0.7267 - f_com_bce: 0.6994 - f_iou: 0.8018 - f_iou_com: 0.8026 - s_co_bce:0.6838 - s_bg_bce: 0.7458 - s_com_bce: 0.6420 - s_co_1_bce: 0.6761 - s_co_2_bce: 0.6761 - s_iou:0.6700 - s_iou_com:0.7974 batch_size: 0.7819864153862 2024-01-18 21:59:29,614 Whole iter step:54 - epoch progress:0/300 - total_loss:9.2361 - f_co_bce:0.7172 - f_bg_bce: 0.7131 - f_com_bce: 0.7093 - f_iou: 0.8999 - f_iou_com: 0.8856 - s_co_bce:0.7147 - s_bg_bce: 0.7286 - s_com_bce: 0.6850 - s_co_1_bce: 0.7124 - s_co_2_bce: 0.7124 - s_iou:0.6961 - s_iou_com:0.8920 batch_size: 0.8821017146110535 2024-01-18 21:59:30,784 Whole iter step:55 - epoch progress:0/300 - total_loss:9.2787 - f_co_bce:0.7160 - f_bg_bce: 0.7186 - f_com_bce: 0.7090 - f_iou: 0.9088 - f_iou_com: 0.8992 - s_co_bce:0.7100 - s_bg_bce: 0.7335 - s_com_bce: 0.6834 - s_co_1_bce: 0.7044 - s_co_2_bce: 0.7044 - s_iou:0.6996 - s_iou_com:0.9048 batch_size: 0.8913403749465942 2024-01-18 21:59:31,951 Whole iter step:56 - epoch progress:0/300 - total_loss:8.0469 - f_co_bce:0.6699 - f_bg_bce: 0.7020 - f_com_bce: 0.6379 - f_iou: 0.6399 - f_iou_com: 0.6166 - s_co_bce:0.7014 - s_bg_bce: 0.7376 - s_com_bce: 0.6823 - s_co_1_bce: 0.6876 - s_co_2_bce: 0.6876 - s_iou:0.6835 - s_iou_com:0.6482 batch_size: 0.6399156451225281 2024-01-18 21:59:33,180 Whole iter step:57 - epoch progress:0/300 - total_loss:8.4610 - f_co_bce:0.7102 - f_bg_bce: 0.7107 - f_com_bce: 0.6395 - f_iou: 0.7363 - f_iou_com: 0.6971 - s_co_bce:0.7025 - s_bg_bce: 0.7456 - s_com_bce: 0.6798 - s_co_1_bce: 0.6908 - s_co_2_bce: 0.6908 - s_iou:0.7101 - s_iou_com:0.7262 batch_size: 0.7121995091438293 2024-01-18 21:59:34,415 Whole iter step:58 - epoch progress:0/300 - total_loss:8.7244 - f_co_bce:0.7451 - f_bg_bce: 0.7120 - f_com_bce: 0.7776 - f_iou: 0.7166 - f_iou_com: 0.7246 - s_co_bce:0.7235 - s_bg_bce: 0.7315 - s_com_bce: 0.7297 - s_co_1_bce: 0.7174 - s_co_2_bce: 0.7174 - s_iou:0.7370 - s_iou_com:0.7046 batch_size: 0.7048149108886719 2024-01-18 21:59:35,584 Whole iter step:59 - epoch progress:0/300 - total_loss:8.9118 - f_co_bce:0.6965 - f_bg_bce: 0.7057 - f_com_bce: 0.6432 - f_iou: 0.8679 - f_iou_com: 0.8327 - s_co_bce:0.7056 - s_bg_bce: 0.7246 - s_com_bce: 0.6653 - s_co_1_bce: 0.6677 - s_co_2_bce: 0.6677 - s_iou:0.6886 - s_iou_com:0.8668 batch_size: 0.8471862077713013 2024-01-18 21:59:36,831 Whole iter step:60 - epoch progress:0/300 - total_loss:8.4098 - f_co_bce:0.6887 - f_bg_bce: 0.7007 - f_com_bce: 0.6519 - f_iou: 0.7584 - f_iou_com: 0.7340 - s_co_bce:0.6850 - s_bg_bce: 0.7508 - s_com_bce: 0.6365 - s_co_1_bce: 0.6643 - s_co_2_bce: 0.6643 - s_iou:0.6613 - s_iou_com:0.7506 batch_size: 0.7274536490440369 2024-01-18 21:59:38,058 Whole iter step:61 - epoch progress:0/300 - total_loss:8.8438 - f_co_bce:0.7094 - f_bg_bce: 0.6887 - f_com_bce: 0.6530 - f_iou: 0.8398 - f_iou_com: 0.8081 - s_co_bce:0.7160 - s_bg_bce: 0.7299 - s_com_bce: 0.6802 - s_co_1_bce: 0.6819 - s_co_2_bce: 0.6819 - s_iou:0.6789 - s_iou_com:0.8382 batch_size: 0.819746196269989 2024-01-18 21:59:42,687 Whole iter step:62 - epoch progress:0/300 - total_loss:8.0606 - f_co_bce:0.6842 - f_bg_bce: 0.6995 - f_com_bce: 0.6347 - f_iou: 0.6587 - f_iou_com: 0.6329 - s_co_bce:0.6911 - s_bg_bce: 0.7411 - s_com_bce: 0.6635 - s_co_1_bce: 0.6746 - s_co_2_bce: 0.6746 - s_iou:0.6848 - s_iou_com:0.6542 batch_size: 0.6413061618804932 2024-01-18 21:59:44,030 Whole iter step:63 - epoch progress:0/300 - total_loss:8.1613 - f_co_bce:0.6817 - f_bg_bce: 0.7224 - f_com_bce: 0.6385 - f_iou: 0.6630 - f_iou_com: 0.6367 - s_co_bce:0.7054 - s_bg_bce: 0.7393 - s_com_bce: 0.6738 - s_co_1_bce: 0.6818 - s_co_2_bce: 0.6818 - s_iou:0.6948 - s_iou_com:0.6691 batch_size: 0.6548844575881958 2024-01-18 21:59:45,268 Whole iter step:64 - epoch progress:0/300 - total_loss:9.2256 - f_co_bce:0.7174 - f_bg_bce: 0.6911 - f_com_bce: 0.6996 - f_iou: 0.9091 - f_iou_com: 0.8936 - s_co_bce:0.7114 - s_bg_bce: 0.7310 - s_com_bce: 0.6894 - s_co_1_bce: 0.6899 - s_co_2_bce: 0.6899 - s_iou:0.6955 - s_iou_com:0.9055 batch_size: 0.8922339677810669 2024-01-18 21:59:46,490 Whole iter step:65 - epoch progress:0/300 - total_loss:8.8757 - f_co_bce:0.7127 - f_bg_bce: 0.7010 - f_com_bce: 0.7127 - f_iou: 0.8433 - f_iou_com: 0.8292 - s_co_bce:0.6822 - s_bg_bce: 0.7463 - s_com_bce: 0.6569 - s_co_1_bce: 0.6879 - s_co_2_bce: 0.6879 - s_iou:0.6644 - s_iou_com:0.8287 batch_size: 0.8104277849197388 2024-01-18 21:59:47,675 Whole iter step:66 - epoch progress:0/300 - total_loss:9.0514 - f_co_bce:0.7248 - f_bg_bce: 0.7309 - f_com_bce: 0.7264 - f_iou: 0.8417 - f_iou_com: 0.8443 - s_co_bce:0.7082 - s_bg_bce: 0.7391 - s_com_bce: 0.6838 - s_co_1_bce: 0.6933 - s_co_2_bce: 0.6933 - s_iou:0.7019 - s_iou_com:0.8379 batch_size: 0.8192169070243835 2024-01-18 21:59:48,911 Whole iter step:67 - epoch progress:0/300 - total_loss:8.6059 - f_co_bce:0.7048 - f_bg_bce: 0.7103 - f_com_bce: 0.6683 - f_iou: 0.8034 - f_iou_com: 0.7838 - s_co_bce:0.6964 - s_bg_bce: 0.7333 - s_com_bce: 0.6303 - s_co_1_bce: 0.6448 - s_co_2_bce: 0.6448 - s_iou:0.6631 - s_iou_com:0.7979 batch_size: 0.7695393562316895 2024-01-18 21:59:50,080 Whole iter step:68 - epoch progress:0/300 - total_loss:8.9215 - f_co_bce:0.6566 - f_bg_bce: 0.7228 - f_com_bce: 0.6303 - f_iou: 0.8678 - f_iou_com: 0.8389 - s_co_bce:0.7057 - s_bg_bce: 0.7262 - s_com_bce: 0.6697 - s_co_1_bce: 0.6814 - s_co_2_bce: 0.6814 - s_iou:0.6718 - s_iou_com:0.8867 batch_size: 0.863502025604248 2024-01-18 21:59:51,243 Whole iter step:69 - epoch progress:0/300 - total_loss:8.3408 - f_co_bce:0.7262 - f_bg_bce: 0.7212 - f_com_bce: 0.7081 - f_iou: 0.7064 - f_iou_com: 0.6925 - s_co_bce:0.6759 - s_bg_bce: 0.7554 - s_com_bce: 0.6521 - s_co_1_bce: 0.6708 - s_co_2_bce: 0.6708 - s_iou:0.6730 - s_iou_com:0.6866 batch_size: 0.6726036071777344 2024-01-18 21:59:52,444 Whole iter step:70 - epoch progress:0/300 - total_loss:8.6979 - f_co_bce:0.7368 - f_bg_bce: 0.7165 - f_com_bce: 0.7892 - f_iou: 0.7882 - f_iou_com: 0.8023 - s_co_bce:0.6724 - s_bg_bce: 0.7530 - s_com_bce: 0.6284 - s_co_1_bce: 0.6598 - s_co_2_bce: 0.6598 - s_iou:0.6680 - s_iou_com:0.7568 batch_size: 0.7264342904090881 2024-01-18 21:59:53,600 Whole iter step:71 - epoch progress:0/300 - total_loss:8.7027 - f_co_bce:0.7038 - f_bg_bce: 0.7264 - f_com_bce: 0.7663 - f_iou: 0.7639 - f_iou_com: 0.7646 - s_co_bce:0.6900 - s_bg_bce: 0.7424 - s_com_bce: 0.6715 - s_co_1_bce: 0.6846 - s_co_2_bce: 0.6846 - s_iou:0.6903 - s_iou_com:0.7574 batch_size: 0.7415130138397217 2024-01-18 21:59:54,807 Whole iter step:72 - epoch progress:0/300 - total_loss:9.0149 - f_co_bce:0.7328 - f_bg_bce: 0.7005 - f_com_bce: 0.7053 - f_iou: 0.8658 - f_iou_com: 0.8474 - s_co_bce:0.7046 - s_bg_bce: 0.7250 - s_com_bce: 0.6676 - s_co_1_bce: 0.6793 - s_co_2_bce: 0.6793 - s_iou:0.6878 - s_iou_com:0.8619 batch_size: 0.836826741695404 2024-01-18 21:59:56,053 Whole iter step:73 - epoch progress:0/300 - total_loss:8.8885 - f_co_bce:0.6997 - f_bg_bce: 0.6899 - f_com_bce: 0.7134 - f_iou: 0.8474 - f_iou_com: 0.8359 - s_co_bce:0.7013 - s_bg_bce: 0.7327 - s_com_bce: 0.6638 - s_co_1_bce: 0.6819 - s_co_2_bce: 0.6819 - s_iou:0.6631 - s_iou_com:0.8423 batch_size: 0.816956639289856 2024-01-18 21:59:57,226 Whole iter step:74 - epoch progress:0/300 - total_loss:8.9697 - f_co_bce:0.6955 - f_bg_bce: 0.6779 - f_com_bce: 0.6700 - f_iou: 0.9009 - f_iou_com: 0.8758 - s_co_bce:0.6885 - s_bg_bce: 0.7312 - s_com_bce: 0.6411 - s_co_1_bce: 0.6604 - s_co_2_bce: 0.6604 - s_iou:0.6628 - s_iou_com:0.8950 batch_size: 0.8706573843955994 2024-01-18 21:59:58,532 Whole iter step:75 - epoch progress:0/300 - total_loss:8.4472 - f_co_bce:0.6819 - f_bg_bce: 0.6946 - f_com_bce: 0.6531 - f_iou: 0.7536 - f_iou_com: 0.7340 - s_co_bce:0.6966 - s_bg_bce: 0.7275 - s_com_bce: 0.6657 - s_co_1_bce: 0.6694 - s_co_2_bce: 0.6694 - s_iou:0.6802 - s_iou_com:0.7565 batch_size: 0.7340628504753113 2024-01-18 21:59:59,770 Whole iter step:76 - epoch progress:0/300 - total_loss:8.8503 - f_co_bce:0.6906 - f_bg_bce: 0.7171 - f_com_bce: 0.6644 - f_iou: 0.8395 - f_iou_com: 0.8179 - s_co_bce:0.6856 - s_bg_bce: 0.7527 - s_com_bce: 0.6522 - s_co_1_bce: 0.6854 - s_co_2_bce: 0.6854 - s_iou:0.6942 - s_iou_com:0.8356 batch_size: 0.81520015001297 2024-01-18 22:00:01,005 Whole iter step:77 - epoch progress:0/300 - total_loss:8.8647 - f_co_bce:0.6668 - f_bg_bce: 0.6924 - f_com_bce: 0.6352 - f_iou: 0.8678 - f_iou_com: 0.8389 - s_co_bce:0.6999 - s_bg_bce: 0.7331 - s_com_bce: 0.6659 - s_co_1_bce: 0.6697 - s_co_2_bce: 0.6697 - s_iou:0.6640 - s_iou_com:0.8766 batch_size: 0.8542346954345703 2024-01-18 22:00:02,184 Whole iter step:78 - epoch progress:0/300 - total_loss:8.6687 - f_co_bce:0.6762 - f_bg_bce: 0.6857 - f_com_bce: 0.6624 - f_iou: 0.8479 - f_iou_com: 0.8279 - s_co_bce:0.6702 - s_bg_bce: 0.7464 - s_com_bce: 0.6125 - s_co_1_bce: 0.6558 - s_co_2_bce: 0.6558 - s_iou:0.6476 - s_iou_com:0.8355 batch_size: 0.8006645441055298 2024-01-18 22:00:03,346 Whole iter step:79 - epoch progress:0/300 - total_loss:8.4312 - f_co_bce:0.6795 - f_bg_bce: 0.7287 - f_com_bce: 0.6883 - f_iou: 0.7801 - f_iou_com: 0.7746 - s_co_bce:0.6586 - s_bg_bce: 0.7617 - s_com_bce: 0.5861 - s_co_1_bce: 0.6361 - s_co_2_bce: 0.6361 - s_iou:0.6487 - s_iou_com:0.7667 batch_size: 0.7220911979675293 2024-01-18 22:00:04,651 Whole iter step:80 - epoch progress:0/300 - total_loss:9.3116 - f_co_bce:0.7259 - f_bg_bce: 0.7097 - f_com_bce: 0.7271 - f_iou: 0.9200 - f_iou_com: 0.9165 - s_co_bce:0.6997 - s_bg_bce: 0.7274 - s_com_bce: 0.6893 - s_co_1_bce: 0.6932 - s_co_2_bce: 0.6932 - s_iou:0.7026 - s_iou_com:0.9067 batch_size: 0.8935778737068176 2024-01-18 22:00:05,827 Whole iter step:81 - epoch progress:0/300 - total_loss:8.4879 - f_co_bce:0.7053 - f_bg_bce: 0.7152 - f_com_bce: 0.6903 - f_iou: 0.7730 - f_iou_com: 0.7619 - s_co_bce:0.6848 - s_bg_bce: 0.7362 - s_com_bce: 0.6278 - s_co_1_bce: 0.6514 - s_co_2_bce: 0.6514 - s_iou:0.6545 - s_iou_com:0.7618 batch_size: 0.7256049513816833 2024-01-18 22:00:06,997 Whole iter step:82 - epoch progress:0/300 - total_loss:8.4706 - f_co_bce:0.6823 - f_bg_bce: 0.6893 - f_com_bce: 0.6122 - f_iou: 0.8225 - f_iou_com: 0.7911 - s_co_bce:0.6626 - s_bg_bce: 0.7440 - s_com_bce: 0.5918 - s_co_1_bce: 0.6377 - s_co_2_bce: 0.6377 - s_iou:0.6427 - s_iou_com:0.8205 batch_size: 0.7740181088447571 2024-01-18 22:00:08,162 Whole iter step:83 - epoch progress:0/300 - total_loss:8.8881 - f_co_bce:0.6847 - f_bg_bce: 0.7279 - f_com_bce: 0.6820 - f_iou: 0.8736 - f_iou_com: 0.8536 - s_co_bce:0.6854 - s_bg_bce: 0.7320 - s_com_bce: 0.6409 - s_co_1_bce: 0.6617 - s_co_2_bce: 0.6617 - s_iou:0.6435 - s_iou_com:0.8692 batch_size: 0.8336157202720642 2024-01-18 22:00:09,325 Whole iter step:84 - epoch progress:0/300 - total_loss:8.9032 - f_co_bce:0.7454 - f_bg_bce: 0.6772 - f_com_bce: 0.7059 - f_iou: 0.8523 - f_iou_com: 0.8296 - s_co_bce:0.6932 - s_bg_bce: 0.7326 - s_com_bce: 0.6632 - s_co_1_bce: 0.6784 - s_co_2_bce: 0.6784 - s_iou:0.6806 - s_iou_com:0.8334 batch_size: 0.8113113641738892 2024-01-18 22:00:10,502 Whole iter step:85 - epoch progress:0/300 - total_loss:8.4781 - f_co_bce:0.6853 - f_bg_bce: 0.6768 - f_com_bce: 0.6433 - f_iou: 0.8234 - f_iou_com: 0.7952 - s_co_bce:0.6642 - s_bg_bce: 0.7262 - s_com_bce: 0.6071 - s_co_1_bce: 0.6389 - s_co_2_bce: 0.6389 - s_iou:0.6383 - s_iou_com:0.8101 batch_size: 0.7693551182746887 2024-01-18 22:00:11,730 Whole iter step:86 - epoch progress:0/300 - total_loss:8.6435 - f_co_bce:0.6903 - f_bg_bce: 0.7053 - f_com_bce: 0.6615 - f_iou: 0.8181 - f_iou_com: 0.7985 - s_co_bce:0.6825 - s_bg_bce: 0.7307 - s_com_bce: 0.6307 - s_co_1_bce: 0.6751 - s_co_2_bce: 0.6751 - s_iou:0.6615 - s_iou_com:0.8125 batch_size: 0.7767989039421082 2024-01-18 22:00:13,016 Whole iter step:87 - epoch progress:0/300 - total_loss:8.5821 - f_co_bce:0.6514 - f_bg_bce: 0.7107 - f_com_bce: 0.6191 - f_iou: 0.8456 - f_iou_com: 0.8159 - s_co_bce:0.6740 - s_bg_bce: 0.7266 - s_com_bce: 0.6084 - s_co_1_bce: 0.6293 - s_co_2_bce: 0.6293 - s_iou:0.6281 - s_iou_com:0.8530 batch_size: 0.8200769424438477 2024-01-18 22:00:14,180 Whole iter step:88 - epoch progress:0/300 - total_loss:8.9428 - f_co_bce:0.6785 - f_bg_bce: 0.6757 - f_com_bce: 0.6392 - f_iou: 0.8981 - f_iou_com: 0.8759 - s_co_bce:0.6888 - s_bg_bce: 0.7248 - s_com_bce: 0.6674 - s_co_1_bce: 0.6631 - s_co_2_bce: 0.6631 - s_iou:0.6605 - s_iou_com:0.8967 batch_size: 0.8741602301597595 2024-01-18 22:00:15,417 Whole iter step:89 - epoch progress:0/300 - total_loss:8.4576 - f_co_bce:0.7144 - f_bg_bce: 0.7045 - f_com_bce: 0.6371 - f_iou: 0.7883 - f_iou_com: 0.7577 - s_co_bce:0.6689 - s_bg_bce: 0.7429 - s_com_bce: 0.6158 - s_co_1_bce: 0.6404 - s_co_2_bce: 0.6404 - s_iou:0.6646 - s_iou_com:0.7816 batch_size: 0.7414739727973938 2024-01-18 22:00:16,710 Whole iter step:90 - epoch progress:0/300 - total_loss:9.1718 - f_co_bce:0.7234 - f_bg_bce: 0.6974 - f_com_bce: 0.7341 - f_iou: 0.8541 - f_iou_com: 0.8605 - s_co_bce:0.7258 - s_bg_bce: 0.7174 - s_com_bce: 0.7370 - s_co_1_bce: 0.7134 - s_co_2_bce: 0.7134 - s_iou:0.7052 - s_iou_com:0.8538 batch_size: 0.8498080372810364 2024-01-18 22:00:17,948 Whole iter step:91 - epoch progress:0/300 - total_loss:8.9182 - f_co_bce:0.7306 - f_bg_bce: 0.7101 - f_com_bce: 0.7145 - f_iou: 0.8770 - f_iou_com: 0.8676 - s_co_bce:0.6755 - s_bg_bce: 0.7215 - s_com_bce: 0.6385 - s_co_1_bce: 0.6535 - s_co_2_bce: 0.6535 - s_iou:0.6602 - s_iou_com:0.8518 batch_size: 0.8173509836196899 2024-01-18 22:00:19,124 Whole iter step:92 - epoch progress:0/300 - total_loss:8.6833 - f_co_bce:0.6995 - f_bg_bce: 0.7133 - f_com_bce: 0.6834 - f_iou: 0.8566 - f_iou_com: 0.8403 - s_co_bce:0.6639 - s_bg_bce: 0.7186 - s_com_bce: 0.5966 - s_co_1_bce: 0.6358 - s_co_2_bce: 0.6358 - s_iou:0.6376 - s_iou_com:0.8380 batch_size: 0.7996479868888855 2024-01-18 22:00:20,363 Whole iter step:93 - epoch progress:0/300 - total_loss:8.4493 - f_co_bce:0.6628 - f_bg_bce: 0.7264 - f_com_bce: 0.6454 - f_iou: 0.8231 - f_iou_com: 0.8023 - s_co_bce:0.6628 - s_bg_bce: 0.7232 - s_com_bce: 0.5854 - s_co_1_bce: 0.6132 - s_co_2_bce: 0.6132 - s_iou:0.6227 - s_iou_com:0.8177 batch_size: 0.7641465663909912 2024-01-18 22:00:24,363 Whole iter step:94 - epoch progress:0/300 - total_loss:9.4989 - f_co_bce:0.6780 - f_bg_bce: 0.7147 - f_com_bce: 0.7091 - f_iou: 0.9414 - f_iou_com: 0.9432 - s_co_bce:0.7271 - s_bg_bce: 0.7131 - s_com_bce: 0.7337 - s_co_1_bce: 0.7050 - s_co_2_bce: 0.7050 - s_iou:0.6980 - s_iou_com:0.9704 batch_size: 0.9651334881782532 2024-01-18 22:00:25,676 Whole iter step:95 - epoch progress:0/300 - total_loss:9.2212 - f_co_bce:0.6839 - f_bg_bce: 0.6992 - f_com_bce: 0.6958 - f_iou: 0.8901 - f_iou_com: 0.8853 - s_co_bce:0.7054 - s_bg_bce: 0.7345 - s_com_bce: 0.7315 - s_co_1_bce: 0.7032 - s_co_2_bce: 0.7032 - s_iou:0.7108 - s_iou_com:0.8962 batch_size: 0.8852924704551697 2024-01-18 22:00:26,889 Whole iter step:96 - epoch progress:0/300 - total_loss:8.1138 - f_co_bce:0.7190 - f_bg_bce: 0.7004 - f_com_bce: 0.6968 - f_iou: 0.7436 - f_iou_com: 0.7232 - s_co_bce:0.6416 - s_bg_bce: 0.7194 - s_com_bce: 0.5758 - s_co_1_bce: 0.6059 - s_co_2_bce: 0.6059 - s_iou:0.6142 - s_iou_com:0.7091 batch_size: 0.6647086143493652 2024-01-18 22:00:28,272 Whole iter step:97 - epoch progress:0/300 - total_loss:7.9119 - f_co_bce:0.6714 - f_bg_bce: 0.7104 - f_com_bce: 0.6185 - f_iou: 0.7386 - f_iou_com: 0.7128 - s_co_bce:0.6353 - s_bg_bce: 0.7147 - s_com_bce: 0.5311 - s_co_1_bce: 0.5884 - s_co_2_bce: 0.5884 - s_iou:0.5994 - s_iou_com:0.7231 batch_size: 0.6681756377220154 2024-01-18 22:00:29,514 Whole iter step:98 - epoch progress:0/300 - total_loss:8.5852 - f_co_bce:0.7093 - f_bg_bce: 0.7405 - f_com_bce: 0.7374 - f_iou: 0.7341 - f_iou_com: 0.7454 - s_co_bce:0.6960 - s_bg_bce: 0.7188 - s_com_bce: 0.6878 - s_co_1_bce: 0.6796 - s_co_2_bce: 0.6796 - s_iou:0.6898 - s_iou_com:0.7323 batch_size: 0.7141298651695251 2024-01-18 22:00:30,681 Whole iter step:99 - epoch progress:0/300 - total_loss:8.8987 - f_co_bce:0.7115 - f_bg_bce: 0.6721 - f_com_bce: 0.6717 - f_iou: 0.7843 - f_iou_com: 0.7618 - s_co_bce:0.7199 - s_bg_bce: 0.7362 - s_com_bce: 0.7759 - s_co_1_bce: 0.7529 - s_co_2_bce: 0.7529 - s_iou:0.7427 - s_iou_com:0.7863 batch_size: 0.7834630012512207 2024-01-18 22:00:31,901 Whole iter step:100 - epoch progress:0/300 - total_loss:8.8383 - f_co_bce:0.6873 - f_bg_bce: 0.6945 - f_com_bce: 0.6733 - f_iou: 0.8635 - f_iou_com: 0.8544 - s_co_bce:0.6831 - s_bg_bce: 0.7093 - s_com_bce: 0.6524 - s_co_1_bce: 0.6589 - s_co_2_bce: 0.6589 - s_iou:0.6635 - s_iou_com:0.8629 batch_size: 0.8350116610527039 2024-01-18 22:00:33,066 Whole iter step:101 - epoch progress:0/300 - total_loss:8.6701 - f_co_bce:0.7177 - f_bg_bce: 0.6900 - f_com_bce: 0.7144 - f_iou: 0.7742 - f_iou_com: 0.7700 - s_co_bce:0.6916 - s_bg_bce: 0.7263 - s_com_bce: 0.6862 - s_co_1_bce: 0.7012 - s_co_2_bce: 0.7012 - s_iou:0.6899 - s_iou_com:0.7643 batch_size: 0.7442115545272827 2024-01-18 22:00:34,233 Whole iter step:102 - epoch progress:0/300 - total_loss:8.5277 - f_co_bce:0.6691 - f_bg_bce: 0.6613 - f_com_bce: 0.6810 - f_iou: 0.7491 - f_iou_com: 0.7554 - s_co_bce:0.6956 - s_bg_bce: 0.7246 - s_com_bce: 0.7087 - s_co_1_bce: 0.6916 - s_co_2_bce: 0.6916 - s_iou:0.6792 - s_iou_com:0.7619 batch_size: 0.7502013444900513 2024-01-18 22:00:35,509 Whole iter step:103 - epoch progress:0/300 - total_loss:7.6242 - f_co_bce:0.6008 - f_bg_bce: 0.6667 - f_com_bce: 0.5622 - f_iou: 0.7097 - f_iou_com: 0.6783 - s_co_bce:0.6360 - s_bg_bce: 0.6963 - s_com_bce: 0.5332 - s_co_1_bce: 0.5735 - s_co_2_bce: 0.5735 - s_iou:0.5842 - s_iou_com:0.7224 batch_size: 0.6608806848526001 2024-01-18 22:00:36,748 Whole iter step:104 - epoch progress:0/300 - total_loss:8.9591 - f_co_bce:0.6930 - f_bg_bce: 0.7314 - f_com_bce: 0.6903 - f_iou: 0.8991 - f_iou_com: 0.8873 - s_co_bce:0.6756 - s_bg_bce: 0.6954 - s_com_bce: 0.6333 - s_co_1_bce: 0.6512 - s_co_2_bce: 0.6512 - s_iou:0.6571 - s_iou_com:0.8883 batch_size: 0.8569287657737732 2024-01-18 22:00:37,976 Whole iter step:105 - epoch progress:0/300 - total_loss:8.0664 - f_co_bce:0.7049 - f_bg_bce: 0.7047 - f_com_bce: 0.6914 - f_iou: 0.6795 - f_iou_com: 0.6716 - s_co_bce:0.6562 - s_bg_bce: 0.7231 - s_com_bce: 0.6318 - s_co_1_bce: 0.6543 - s_co_2_bce: 0.6543 - s_iou:0.6542 - s_iou_com:0.6587 batch_size: 0.6360281705856323 2024-01-18 22:00:39,139 Whole iter step:106 - epoch progress:0/300 - total_loss:8.8543 - f_co_bce:0.7845 - f_bg_bce: 0.7227 - f_com_bce: 0.7686 - f_iou: 0.8589 - f_iou_com: 0.8546 - s_co_bce:0.6759 - s_bg_bce: 0.6846 - s_com_bce: 0.6181 - s_co_1_bce: 0.6361 - s_co_2_bce: 0.6361 - s_iou:0.6494 - s_iou_com:0.8189 batch_size: 0.78199702501297 2024-01-18 22:00:40,310 Whole iter step:107 - epoch progress:0/300 - total_loss:8.3669 - f_co_bce:0.6939 - f_bg_bce: 0.7325 - f_com_bce: 0.6704 - f_iou: 0.7881 - f_iou_com: 0.7759 - s_co_bce:0.6390 - s_bg_bce: 0.7231 - s_com_bce: 0.5881 - s_co_1_bce: 0.6395 - s_co_2_bce: 0.6395 - s_iou:0.6361 - s_iou_com:0.7597 batch_size: 0.720612108707428 2024-01-18 22:00:41,481 Whole iter step:108 - epoch progress:0/300 - total_loss:7.8691 - f_co_bce:0.6576 - f_bg_bce: 0.6669 - f_com_bce: 0.6061 - f_iou: 0.7288 - f_iou_com: 0.7005 - s_co_bce:0.6244 - s_bg_bce: 0.7175 - s_com_bce: 0.5487 - s_co_1_bce: 0.5984 - s_co_2_bce: 0.5984 - s_iou:0.6369 - s_iou_com:0.7169 batch_size: 0.6665059924125671 2024-01-18 22:00:42,708 Whole iter step:109 - epoch progress:0/300 - total_loss:9.2778 - f_co_bce:0.7148 - f_bg_bce: 0.7025 - f_com_bce: 0.7020 - f_iou: 0.9183 - f_iou_com: 0.9138 - s_co_bce:0.7050 - s_bg_bce: 0.7126 - s_com_bce: 0.7114 - s_co_1_bce: 0.6950 - s_co_2_bce: 0.6950 - s_iou:0.6807 - s_iou_com:0.9185 batch_size: 0.9031357169151306 2024-01-18 22:00:43,911 Whole iter step:110 - epoch progress:0/300 - total_loss:8.0694 - f_co_bce:0.6389 - f_bg_bce: 0.6553 - f_com_bce: 0.6104 - f_iou: 0.7757 - f_iou_com: 0.7531 - s_co_bce:0.6444 - s_bg_bce: 0.6945 - s_com_bce: 0.5756 - s_co_1_bce: 0.6085 - s_co_2_bce: 0.6085 - s_iou:0.6047 - s_iou_com:0.7781 batch_size: 0.7301152348518372 2024-01-18 22:00:45,135 Whole iter step:111 - epoch progress:0/300 - total_loss:8.4929 - f_co_bce:0.6183 - f_bg_bce: 0.6836 - f_com_bce: 0.6095 - f_iou: 0.8342 - f_iou_com: 0.8271 - s_co_bce:0.6632 - s_bg_bce: 0.7057 - s_com_bce: 0.6228 - s_co_1_bce: 0.6316 - s_co_2_bce: 0.6316 - s_iou:0.6256 - s_iou_com:0.8527 batch_size: 0.8185856938362122 2024-01-18 22:00:46,299 Whole iter step:112 - epoch progress:0/300 - total_loss:8.6889 - f_co_bce:0.6824 - f_bg_bce: 0.6584 - f_com_bce: 0.6446 - f_iou: 0.8632 - f_iou_com: 0.8511 - s_co_bce:0.6777 - s_bg_bce: 0.6980 - s_com_bce: 0.6458 - s_co_1_bce: 0.6332 - s_co_2_bce: 0.6332 - s_iou:0.6238 - s_iou_com:0.8700 batch_size: 0.840691864490509 2024-01-18 22:00:47,540 Whole iter step:113 - epoch progress:0/300 - total_loss:8.3741 - f_co_bce:0.6467 - f_bg_bce: 0.6984 - f_com_bce: 0.6448 - f_iou: 0.8319 - f_iou_com: 0.8220 - s_co_bce:0.6421 - s_bg_bce: 0.6856 - s_com_bce: 0.5726 - s_co_1_bce: 0.6051 - s_co_2_bce: 0.6051 - s_iou:0.6099 - s_iou_com:0.8288 batch_size: 0.7861774563789368 2024-01-18 22:00:48,774 Whole iter step:114 - epoch progress:0/300 - total_loss:7.7687 - f_co_bce:0.6516 - f_bg_bce: 0.6954 - f_com_bce: 0.6324 - f_iou: 0.6601 - f_iou_com: 0.6459 - s_co_bce:0.6457 - s_bg_bce: 0.6952 - s_com_bce: 0.6031 - s_co_1_bce: 0.6256 - s_co_2_bce: 0.6256 - s_iou:0.6373 - s_iou_com:0.6541 batch_size: 0.6223901510238647 2024-01-18 22:00:49,997 Whole iter step:115 - epoch progress:0/300 - total_loss:8.3078 - f_co_bce:0.6967 - f_bg_bce: 0.6823 - f_com_bce: 0.6659 - f_iou: 0.7927 - f_iou_com: 0.7735 - s_co_bce:0.6470 - s_bg_bce: 0.6994 - s_com_bce: 0.5994 - s_co_1_bce: 0.6179 - s_co_2_bce: 0.6179 - s_iou:0.6218 - s_iou_com:0.7778 batch_size: 0.7333705425262451 2024-01-18 22:00:51,234 Whole iter step:116 - epoch progress:0/300 - total_loss:8.7707 - f_co_bce:0.8075 - f_bg_bce: 0.7761 - f_com_bce: 0.8895 - f_iou: 0.6680 - f_iou_com: 0.6815 - s_co_bce:0.7058 - s_bg_bce: 0.7393 - s_com_bce: 0.7626 - s_co_1_bce: 0.7391 - s_co_2_bce: 0.7391 - s_iou:0.7362 - s_iou_com:0.6304 batch_size: 0.634732723236084 2024-01-18 22:00:52,472 Whole iter step:117 - epoch progress:0/300 - total_loss:8.0177 - f_co_bce:0.6848 - f_bg_bce: 0.7004 - f_com_bce: 0.6484 - f_iou: 0.7575 - f_iou_com: 0.7399 - s_co_bce:0.6117 - s_bg_bce: 0.6895 - s_com_bce: 0.5575 - s_co_1_bce: 0.6040 - s_co_2_bce: 0.6040 - s_iou:0.6142 - s_iou_com:0.7261 batch_size: 0.6835765242576599 2024-01-18 22:00:53,638 Whole iter step:118 - epoch progress:0/300 - total_loss:8.1703 - f_co_bce:0.6777 - f_bg_bce: 0.6886 - f_com_bce: 0.6591 - f_iou: 0.7615 - f_iou_com: 0.7440 - s_co_bce:0.6349 - s_bg_bce: 0.6970 - s_com_bce: 0.5917 - s_co_1_bce: 0.6292 - s_co_2_bce: 0.6292 - s_iou:0.6343 - s_iou_com:0.7440 batch_size: 0.7083479166030884 2024-01-18 22:00:54,798 Whole iter step:119 - epoch progress:0/300 - total_loss:7.6707 - f_co_bce:0.6467 - f_bg_bce: 0.6843 - f_com_bce: 0.7002 - f_iou: 0.6308 - f_iou_com: 0.6526 - s_co_bce:0.6264 - s_bg_bce: 0.6832 - s_com_bce: 0.5806 - s_co_1_bce: 0.6200 - s_co_2_bce: 0.6200 - s_iou:0.6235 - s_iou_com:0.6271 batch_size: 0.5951878428459167 2024-01-18 22:00:56,023 Whole iter step:120 - epoch progress:0/300 - total_loss:8.5175 - f_co_bce:0.7428 - f_bg_bce: 0.7414 - f_com_bce: 0.7418 - f_iou: 0.7312 - f_iou_com: 0.7315 - s_co_bce:0.6829 - s_bg_bce: 0.7084 - s_com_bce: 0.6882 - s_co_1_bce: 0.6764 - s_co_2_bce: 0.6764 - s_iou:0.6732 - s_iou_com:0.7051 batch_size: 0.6947196125984192 2024-01-18 22:00:57,184 Whole iter step:121 - epoch progress:0/300 - total_loss:8.0961 - f_co_bce:0.6231 - f_bg_bce: 0.6220 - f_com_bce: 0.6721 - f_iou: 0.6954 - f_iou_com: 0.7144 - s_co_bce:0.6655 - s_bg_bce: 0.7003 - s_com_bce: 0.6548 - s_co_1_bce: 0.6772 - s_co_2_bce: 0.6772 - s_iou:0.6776 - s_iou_com:0.7085 batch_size: 0.6851507425308228 2024-01-18 22:00:58,350 Whole iter step:122 - epoch progress:0/300 - total_loss:8.4286 - f_co_bce:0.6743 - f_bg_bce: 0.7140 - f_com_bce: 0.7055 - f_iou: 0.8023 - f_iou_com: 0.8099 - s_co_bce:0.6361 - s_bg_bce: 0.6852 - s_com_bce: 0.5980 - s_co_1_bce: 0.6268 - s_co_2_bce: 0.6268 - s_iou:0.6407 - s_iou_com:0.7817 batch_size: 0.7538930773735046 2024-01-18 22:00:59,587 Whole iter step:123 - epoch progress:0/300 - total_loss:8.2962 - f_co_bce:0.6562 - f_bg_bce: 0.6713 - f_com_bce: 0.6477 - f_iou: 0.7858 - f_iou_com: 0.7830 - s_co_bce:0.6563 - s_bg_bce: 0.6828 - s_com_bce: 0.6108 - s_co_1_bce: 0.6327 - s_co_2_bce: 0.6327 - s_iou:0.6257 - s_iou_com:0.7870 batch_size: 0.7568607330322266 2024-01-18 22:01:00,762 Whole iter step:124 - epoch progress:0/300 - total_loss:7.9504 - f_co_bce:0.6228 - f_bg_bce: 0.5803 - f_com_bce: 0.6058 - f_iou: 0.7264 - f_iou_com: 0.7141 - s_co_bce:0.6311 - s_bg_bce: 0.6910 - s_com_bce: 0.6324 - s_co_1_bce: 0.6484 - s_co_2_bce: 0.6484 - s_iou:0.6499 - s_iou_com:0.7330 batch_size: 0.7151859998703003 2024-01-18 22:01:01,996 Whole iter step:125 - epoch progress:0/300 - total_loss:8.2044 - f_co_bce:0.6579 - f_bg_bce: 0.6766 - f_com_bce: 0.6358 - f_iou: 0.8219 - f_iou_com: 0.8109 - s_co_bce:0.6139 - s_bg_bce: 0.6694 - s_com_bce: 0.5729 - s_co_1_bce: 0.5971 - s_co_2_bce: 0.5971 - s_iou:0.5893 - s_iou_com:0.8002 batch_size: 0.7586105465888977 2024-01-18 22:01:03,223 Whole iter step:126 - epoch progress:0/300 - total_loss:8.9912 - f_co_bce:0.7612 - f_bg_bce: 0.7481 - f_com_bce: 0.7533 - f_iou: 0.7665 - f_iou_com: 0.7658 - s_co_bce:0.7299 - s_bg_bce: 0.7325 - s_com_bce: 0.7593 - s_co_1_bce: 0.7343 - s_co_2_bce: 0.7343 - s_iou:0.7365 - s_iou_com:0.7540 batch_size: 0.7497820854187012 2024-01-18 22:01:04,397 Whole iter step:127 - epoch progress:0/300 - total_loss:8.1539 - f_co_bce:0.6277 - f_bg_bce: 0.6522 - f_com_bce: 0.5938 - f_iou: 0.8126 - f_iou_com: 0.7935 - s_co_bce:0.6261 - s_bg_bce: 0.6757 - s_com_bce: 0.5681 - s_co_1_bce: 0.6062 - s_co_2_bce: 0.6062 - s_iou:0.6100 - s_iou_com:0.8194 batch_size: 0.7686436176300049 2024-01-18 22:01:05,630 Whole iter step:128 - epoch progress:0/300 - total_loss:7.6212 - f_co_bce:0.5929 - f_bg_bce: 0.6862 - f_com_bce: 0.5768 - f_iou: 0.5937 - f_iou_com: 0.5847 - s_co_bce:0.6785 - s_bg_bce: 0.6882 - s_com_bce: 0.6504 - s_co_1_bce: 0.6538 - s_co_2_bce: 0.6538 - s_iou:0.6715 - s_iou_com:0.6325 batch_size: 0.6119049191474915 2024-01-18 22:01:06,806 Whole iter step:129 - epoch progress:0/300 - total_loss:9.0868 - f_co_bce:0.7003 - f_bg_bce: 0.6925 - f_com_bce: 0.7087 - f_iou: 0.9424 - f_iou_com: 0.9388 - s_co_bce:0.6737 - s_bg_bce: 0.6705 - s_com_bce: 0.6412 - s_co_1_bce: 0.6465 - s_co_2_bce: 0.6465 - s_iou:0.6326 - s_iou_com:0.9263 batch_size: 0.9132848978042603 2024-01-18 22:01:08,032 Whole iter step:130 - epoch progress:0/300 - total_loss:8.2010 - f_co_bce:0.6730 - f_bg_bce: 0.6797 - f_com_bce: 0.6536 - f_iou: 0.8291 - f_iou_com: 0.8198 - s_co_bce:0.5971 - s_bg_bce: 0.6463 - s_com_bce: 0.5447 - s_co_1_bce: 0.5836 - s_co_2_bce: 0.5836 - s_iou:0.5946 - s_iou_com:0.8040 batch_size: 0.7755002975463867 2024-01-18 22:01:09,260 Whole iter step:131 - epoch progress:0/300 - total_loss:7.6453 - f_co_bce:0.6319 - f_bg_bce: 0.6671 - f_com_bce: 0.5929 - f_iou: 0.6878 - f_iou_com: 0.6659 - s_co_bce:0.6171 - s_bg_bce: 0.6685 - s_com_bce: 0.5668 - s_co_1_bce: 0.6013 - s_co_2_bce: 0.6013 - s_iou:0.6233 - s_iou_com:0.6795 batch_size: 0.6433348059654236 2024-01-18 22:01:10,513 Whole iter step:132 - epoch progress:0/300 - total_loss:8.8519 - f_co_bce:0.6927 - f_bg_bce: 0.6980 - f_com_bce: 0.6939 - f_iou: 0.8975 - f_iou_com: 0.8918 - s_co_bce:0.6620 - s_bg_bce: 0.6801 - s_com_bce: 0.6563 - s_co_1_bce: 0.6156 - s_co_2_bce: 0.6156 - s_iou:0.6136 - s_iou_com:0.8831 batch_size: 0.8672842383384705 2024-01-18 22:01:11,755 Whole iter step:133 - epoch progress:0/300 - total_loss:8.0681 - f_co_bce:0.6541 - f_bg_bce: 0.6899 - f_com_bce: 0.6495 - f_iou: 0.8171 - f_iou_com: 0.8151 - s_co_bce:0.5925 - s_bg_bce: 0.6439 - s_com_bce: 0.5330 - s_co_1_bce: 0.5606 - s_co_2_bce: 0.5606 - s_iou:0.5716 - s_iou_com:0.7894 batch_size: 0.7513710856437683 2024-01-18 22:01:12,992 Whole iter step:134 - epoch progress:0/300 - total_loss:7.9381 - f_co_bce:0.5859 - f_bg_bce: 0.6337 - f_com_bce: 0.6045 - f_iou: 0.7008 - f_iou_com: 0.7031 - s_co_bce:0.6372 - s_bg_bce: 0.6771 - s_com_bce: 0.6380 - s_co_1_bce: 0.6533 - s_co_2_bce: 0.6533 - s_iou:0.6491 - s_iou_com:0.7346 batch_size: 0.7206658720970154 2024-01-18 22:01:14,151 Whole iter step:135 - epoch progress:0/300 - total_loss:8.4450 - f_co_bce:0.6773 - f_bg_bce: 0.6732 - f_com_bce: 0.6781 - f_iou: 0.8651 - f_iou_com: 0.8546 - s_co_bce:0.6286 - s_bg_bce: 0.6435 - s_com_bce: 0.5918 - s_co_1_bce: 0.5788 - s_co_2_bce: 0.5788 - s_iou:0.5764 - s_iou_com:0.8513 batch_size: 0.8261186480522156 2024-01-18 22:01:15,384 Whole iter step:136 - epoch progress:0/300 - total_loss:8.3306 - f_co_bce:0.7167 - f_bg_bce: 0.6782 - f_com_bce: 0.7308 - f_iou: 0.7623 - f_iou_com: 0.7680 - s_co_bce:0.6413 - s_bg_bce: 0.6536 - s_com_bce: 0.6339 - s_co_1_bce: 0.6431 - s_co_2_bce: 0.6431 - s_iou:0.6437 - s_iou_com:0.7323 batch_size: 0.7266382575035095 2024-01-18 22:01:16,592 Whole iter step:137 - epoch progress:0/300 - total_loss:8.2436 - f_co_bce:0.6186 - f_bg_bce: 0.6478 - f_com_bce: 0.6193 - f_iou: 0.8428 - f_iou_com: 0.8280 - s_co_bce:0.6222 - s_bg_bce: 0.6435 - s_com_bce: 0.5913 - s_co_1_bce: 0.5911 - s_co_2_bce: 0.5911 - s_iou:0.5884 - s_iou_com:0.8383 batch_size: 0.8122272491455078 2024-01-18 22:01:17,828 Whole iter step:138 - epoch progress:0/300 - total_loss:7.9453 - f_co_bce:0.6433 - f_bg_bce: 0.6516 - f_com_bce: 0.6121 - f_iou: 0.8410 - f_iou_com: 0.8290 - s_co_bce:0.5593 - s_bg_bce: 0.6110 - s_com_bce: 0.4917 - s_co_1_bce: 0.5492 - s_co_2_bce: 0.5492 - s_iou:0.5564 - s_iou_com:0.8154 batch_size: 0.7853021025657654 2024-01-18 22:01:19,134 Whole iter step:139 - epoch progress:0/300 - total_loss:8.6365 - f_co_bce:0.6773 - f_bg_bce: 0.6958 - f_com_bce: 0.6895 - f_iou: 0.8500 - f_iou_com: 0.8448 - s_co_bce:0.6600 - s_bg_bce: 0.6678 - s_com_bce: 0.6408 - s_co_1_bce: 0.6281 - s_co_2_bce: 0.6281 - s_iou:0.6142 - s_iou_com:0.8427 batch_size: 0.8256164789199829 2024-01-18 22:01:20,302 Whole iter step:140 - epoch progress:0/300 - total_loss:8.0695 - f_co_bce:0.6409 - f_bg_bce: 0.6370 - f_com_bce: 0.6126 - f_iou: 0.7509 - f_iou_com: 0.7266 - s_co_bce:0.6544 - s_bg_bce: 0.6631 - s_com_bce: 0.6361 - s_co_1_bce: 0.6258 - s_co_2_bce: 0.6258 - s_iou:0.6219 - s_iou_com:0.7605 batch_size: 0.7397789359092712 2024-01-18 22:01:21,524 Whole iter step:141 - epoch progress:0/300 - total_loss:8.7801 - f_co_bce:0.7247 - f_bg_bce: 0.7074 - f_com_bce: 0.7068 - f_iou: 0.8655 - f_iou_com: 0.8494 - s_co_bce:0.6551 - s_bg_bce: 0.6566 - s_com_bce: 0.6436 - s_co_1_bce: 0.6553 - s_co_2_bce: 0.6553 - s_iou:0.6446 - s_iou_com:0.8430 batch_size: 0.8281119465827942 2024-01-18 22:01:22,699 Whole iter step:142 - epoch progress:0/300 - total_loss:8.2251 - f_co_bce:0.7107 - f_bg_bce: 0.6831 - f_com_bce: 0.7163 - f_iou: 0.8202 - f_iou_com: 0.8159 - s_co_bce:0.5879 - s_bg_bce: 0.6241 - s_com_bce: 0.5524 - s_co_1_bce: 0.5844 - s_co_2_bce: 0.5844 - s_iou:0.5889 - s_iou_com:0.7839 batch_size: 0.7573256492614746 2024-01-18 22:01:23,969 Whole iter step:143 - epoch progress:0/300 - total_loss:9.0871 - f_co_bce:0.7882 - f_bg_bce: 0.7385 - f_com_bce: 0.7994 - f_iou: 0.8334 - f_iou_com: 0.8349 - s_co_bce:0.7033 - s_bg_bce: 0.6975 - s_com_bce: 0.7228 - s_co_1_bce: 0.6773 - s_co_2_bce: 0.6773 - s_iou:0.6774 - s_iou_com:0.8075 batch_size: 0.8067488074302673 2024-01-18 22:01:25,123 Whole iter step:144 - epoch progress:0/300 - total_loss:8.6193 - f_co_bce:0.7784 - f_bg_bce: 0.7749 - f_com_bce: 0.8399 - f_iou: 0.7293 - f_iou_com: 0.7398 - s_co_bce:0.6787 - s_bg_bce: 0.7031 - s_com_bce: 0.7189 - s_co_1_bce: 0.6325 - s_co_2_bce: 0.6325 - s_iou:0.6488 - s_iou_com:0.6880 batch_size: 0.6870266795158386 2024-01-18 22:01:26,290 Whole iter step:145 - epoch progress:0/300 - total_loss:8.9770 - f_co_bce:0.6556 - f_bg_bce: 0.6729 - f_com_bce: 0.7054 - f_iou: 0.9347 - f_iou_com: 0.9280 - s_co_bce:0.6603 - s_bg_bce: 0.6414 - s_com_bce: 0.6410 - s_co_1_bce: 0.6316 - s_co_2_bce: 0.6316 - s_iou:0.6368 - s_iou_com:0.9391 batch_size: 0.9301027655601501 2024-01-18 22:01:27,453 Whole iter step:146 - epoch progress:0/300 - total_loss:8.7533 - f_co_bce:0.6921 - f_bg_bce: 0.5924 - f_com_bce: 0.6731 - f_iou: 0.8728 - f_iou_com: 0.8596 - s_co_bce:0.7076 - s_bg_bce: 0.6626 - s_com_bce: 0.7339 - s_co_1_bce: 0.6185 - s_co_2_bce: 0.6185 - s_iou:0.5857 - s_iou_com:0.8779 batch_size: 0.8771200180053711 2024-01-18 22:01:28,619 Whole iter step:147 - epoch progress:0/300 - total_loss:7.3771 - f_co_bce:0.6039 - f_bg_bce: 0.5994 - f_com_bce: 0.5822 - f_iou: 0.7083 - f_iou_com: 0.6962 - s_co_bce:0.5623 - s_bg_bce: 0.6086 - s_com_bce: 0.5145 - s_co_1_bce: 0.5702 - s_co_2_bce: 0.5702 - s_iou:0.5797 - s_iou_com:0.6905 batch_size: 0.6612805724143982 2024-01-18 22:01:30,045 Whole iter step:148 - epoch progress:0/300 - total_loss:7.3762 - f_co_bce:0.6240 - f_bg_bce: 0.6558 - f_com_bce: 0.6254 - f_iou: 0.7626 - f_iou_com: 0.7501 - s_co_bce:0.5134 - s_bg_bce: 0.5644 - s_com_bce: 0.4604 - s_co_1_bce: 0.5112 - s_co_2_bce: 0.5112 - s_iou:0.5179 - s_iou_com:0.7127 batch_size: 0.6783958673477173 2024-01-18 22:01:31,210 Whole iter step:149 - epoch progress:0/300 - total_loss:7.3372 - f_co_bce:0.5953 - f_bg_bce: 0.6373 - f_com_bce: 0.5793 - f_iou: 0.7562 - f_iou_com: 0.7333 - s_co_bce:0.5269 - s_bg_bce: 0.5640 - s_com_bce: 0.4839 - s_co_1_bce: 0.5298 - s_co_2_bce: 0.5298 - s_iou:0.5334 - s_iou_com:0.7115 batch_size: 0.686195969581604 2024-01-18 22:01:32,364 Whole iter step:150 - epoch progress:0/300 - total_loss:7.7968 - f_co_bce:0.6280 - f_bg_bce: 0.6509 - f_com_bce: 0.6321 - f_iou: 0.7773 - f_iou_com: 0.7611 - s_co_bce:0.6125 - s_bg_bce: 0.6233 - s_com_bce: 0.5740 - s_co_1_bce: 0.5223 - s_co_2_bce: 0.5223 - s_iou:0.5275 - s_iou_com:0.7611 batch_size: 0.7267164587974548 2024-01-18 22:01:33,529 Whole iter step:151 - epoch progress:0/300 - total_loss:8.3212 - f_co_bce:0.6875 - f_bg_bce: 0.6928 - f_com_bce: 0.6817 - f_iou: 0.7156 - f_iou_com: 0.7052 - s_co_bce:0.6717 - s_bg_bce: 0.6982 - s_com_bce: 0.6807 - s_co_1_bce: 0.6870 - s_co_2_bce: 0.6870 - s_iou:0.7050 - s_iou_com:0.7008 batch_size: 0.6952181458473206 2024-01-18 22:01:34,694 Whole iter step:152 - epoch progress:0/300 - total_loss:8.1844 - f_co_bce:0.6279 - f_bg_bce: 0.6471 - f_com_bce: 0.6312 - f_iou: 0.8549 - f_iou_com: 0.8528 - s_co_bce:0.6001 - s_bg_bce: 0.6069 - s_com_bce: 0.5648 - s_co_1_bce: 0.5770 - s_co_2_bce: 0.5770 - s_iou:0.5772 - s_iou_com:0.8314 batch_size: 0.813267707824707 2024-01-18 22:01:35,860 Whole iter step:153 - epoch progress:0/300 - total_loss:8.1161 - f_co_bce:0.6386 - f_bg_bce: 0.6376 - f_com_bce: 0.6272 - f_iou: 0.8497 - f_iou_com: 0.8469 - s_co_bce:0.5796 - s_bg_bce: 0.6075 - s_com_bce: 0.5393 - s_co_1_bce: 0.5848 - s_co_2_bce: 0.5848 - s_iou:0.5654 - s_iou_com:0.8302 batch_size: 0.8092969059944153 2024-01-18 22:01:37,090 Whole iter step:154 - epoch progress:0/300 - total_loss:8.8091 - f_co_bce:0.6834 - f_bg_bce: 0.6460 - f_com_bce: 0.6812 - f_iou: 0.9203 - f_iou_com: 0.9178 - s_co_bce:0.6588 - s_bg_bce: 0.6374 - s_com_bce: 0.6410 - s_co_1_bce: 0.6059 - s_co_2_bce: 0.6059 - s_iou:0.5997 - s_iou_com:0.9154 batch_size: 0.9023561477661133 2024-01-18 22:01:38,249 Whole iter step:155 - epoch progress:0/300 - total_loss:7.9918 - f_co_bce:0.6364 - f_bg_bce: 0.6309 - f_com_bce: 0.6633 - f_iou: 0.8413 - f_iou_com: 0.8423 - s_co_bce:0.6214 - s_bg_bce: 0.5845 - s_com_bce: 0.5625 - s_co_1_bce: 0.5239 - s_co_2_bce: 0.5239 - s_iou:0.4945 - s_iou_com:0.8107 batch_size: 0.7801510691642761 2024-01-18 22:01:39,418 Whole iter step:156 - epoch progress:0/300 - total_loss:7.9429 - f_co_bce:0.6370 - f_bg_bce: 0.6674 - f_com_bce: 0.6238 - f_iou: 0.8288 - f_iou_com: 0.8236 - s_co_bce:0.5626 - s_bg_bce: 0.5790 - s_com_bce: 0.5365 - s_co_1_bce: 0.5625 - s_co_2_bce: 0.5625 - s_iou:0.5587 - s_iou_com:0.7910 batch_size: 0.7720476984977722 2024-01-18 22:01:40,573 Whole iter step:157 - epoch progress:0/300 - total_loss:8.2012 - f_co_bce:0.7023 - f_bg_bce: 0.6895 - f_com_bce: 0.7263 - f_iou: 0.7922 - f_iou_com: 0.7995 - s_co_bce:0.6383 - s_bg_bce: 0.6224 - s_com_bce: 0.6352 - s_co_1_bce: 0.5572 - s_co_2_bce: 0.5572 - s_iou:0.5537 - s_iou_com:0.7496 batch_size: 0.7350994348526001 2024-01-18 22:01:41,886 Whole iter step:158 - epoch progress:0/300 - total_loss:7.4595 - f_co_bce:0.5643 - f_bg_bce: 0.6155 - f_com_bce: 0.5685 - f_iou: 0.7632 - f_iou_com: 0.7551 - s_co_bce:0.5564 - s_bg_bce: 0.5785 - s_com_bce: 0.5217 - s_co_1_bce: 0.5439 - s_co_2_bce: 0.5439 - s_iou:0.5340 - s_iou_com:0.7417 batch_size: 0.7165870070457458 2024-01-18 22:01:43,128 Whole iter step:159 - epoch progress:0/300 - total_loss:7.2536 - f_co_bce:0.5760 - f_bg_bce: 0.6257 - f_com_bce: 0.5535 - f_iou: 0.7666 - f_iou_com: 0.7520 - s_co_bce:0.5100 - s_bg_bce: 0.5455 - s_com_bce: 0.4638 - s_co_1_bce: 0.4989 - s_co_2_bce: 0.4989 - s_iou:0.4962 - s_iou_com:0.7481 batch_size: 0.7172088027000427 2024-01-18 22:01:44,357 Whole iter step:160 - epoch progress:0/300 - total_loss:7.8022 - f_co_bce:0.6211 - f_bg_bce: 0.6065 - f_com_bce: 0.6089 - f_iou: 0.8489 - f_iou_com: 0.8356 - s_co_bce:0.5375 - s_bg_bce: 0.5518 - s_com_bce: 0.5147 - s_co_1_bce: 0.5076 - s_co_2_bce: 0.5076 - s_iou:0.5177 - s_iou_com:0.8334 batch_size: 0.8185766339302063 2024-01-18 22:01:45,515 Whole iter step:161 - epoch progress:0/300 - total_loss:6.1378 - f_co_bce:0.4570 - f_bg_bce: 0.5260 - f_com_bce: 0.4766 - f_iou: 0.6151 - f_iou_com: 0.6276 - s_co_bce:0.4348 - s_bg_bce: 0.4917 - s_com_bce: 0.3997 - s_co_1_bce: 0.4668 - s_co_2_bce: 0.4668 - s_iou:0.4624 - s_iou_com:0.6041 batch_size: 0.5760824084281921 2024-01-18 22:01:46,670 Whole iter step:162 - epoch progress:0/300 - total_loss:6.9947 - f_co_bce:0.5457 - f_bg_bce: 0.5943 - f_com_bce: 0.5395 - f_iou: 0.7307 - f_iou_com: 0.7200 - s_co_bce:0.4886 - s_bg_bce: 0.5294 - s_com_bce: 0.4477 - s_co_1_bce: 0.4982 - s_co_2_bce: 0.4982 - s_iou:0.5136 - s_iou_com:0.7082 batch_size: 0.6790221929550171 2024-01-18 22:01:47,896 Whole iter step:163 - epoch progress:0/300 - total_loss:7.8694 - f_co_bce:0.6153 - f_bg_bce: 0.6480 - f_com_bce: 0.6385 - f_iou: 0.7869 - f_iou_com: 0.7860 - s_co_bce:0.5766 - s_bg_bce: 0.5891 - s_com_bce: 0.5688 - s_co_1_bce: 0.5883 - s_co_2_bce: 0.5883 - s_iou:0.5784 - s_iou_com:0.7553 batch_size: 0.7380630970001221 2024-01-18 22:01:49,129 Whole iter step:164 - epoch progress:0/300 - total_loss:8.2105 - f_co_bce:0.6368 - f_bg_bce: 0.6302 - f_com_bce: 0.6334 - f_iou: 0.8578 - f_iou_com: 0.8527 - s_co_bce:0.6313 - s_bg_bce: 0.6014 - s_com_bce: 0.6201 - s_co_1_bce: 0.5297 - s_co_2_bce: 0.5297 - s_iou:0.5133 - s_iou_com:0.8584 batch_size: 0.8453945517539978 2024-01-18 22:01:50,349 Whole iter step:165 - epoch progress:0/300 - total_loss:6.6887 - f_co_bce:0.5670 - f_bg_bce: 0.6282 - f_com_bce: 0.5503 - f_iou: 0.6173 - f_iou_com: 0.6058 - s_co_bce:0.5026 - s_bg_bce: 0.5547 - s_com_bce: 0.4705 - s_co_1_bce: 0.5310 - s_co_2_bce: 0.5310 - s_iou:0.5298 - s_iou_com:0.5774 batch_size: 0.5542070269584656 2024-01-18 22:01:51,592 Whole iter step:166 - epoch progress:0/300 - total_loss:8.5274 - f_co_bce:0.7046 - f_bg_bce: 0.7031 - f_com_bce: 0.7039 - f_iou: 0.7469 - f_iou_com: 0.7334 - s_co_bce:0.6980 - s_bg_bce: 0.7145 - s_com_bce: 0.7060 - s_co_1_bce: 0.6627 - s_co_2_bce: 0.6627 - s_iou:0.6936 - s_iou_com:0.7379 batch_size: 0.7229585647583008 2024-01-18 22:01:52,771 Whole iter step:167 - epoch progress:0/300 - total_loss:7.2857 - f_co_bce:0.5494 - f_bg_bce: 0.5755 - f_com_bce: 0.5571 - f_iou: 0.7628 - f_iou_com: 0.7558 - s_co_bce:0.5368 - s_bg_bce: 0.5535 - s_com_bce: 0.5123 - s_co_1_bce: 0.5037 - s_co_2_bce: 0.5037 - s_iou:0.5019 - s_iou_com:0.7510 batch_size: 0.7260379195213318 2024-01-18 22:01:54,076 Whole iter step:168 - epoch progress:0/300 - total_loss:7.2464 - f_co_bce:0.5810 - f_bg_bce: 0.6071 - f_com_bce: 0.5887 - f_iou: 0.7143 - f_iou_com: 0.7175 - s_co_bce:0.5349 - s_bg_bce: 0.5466 - s_com_bce: 0.5136 - s_co_1_bce: 0.5378 - s_co_2_bce: 0.5378 - s_iou:0.5425 - s_iou_com:0.6945 batch_size: 0.6678468585014343 2024-01-18 22:01:55,237 Whole iter step:169 - epoch progress:0/300 - total_loss:7.8490 - f_co_bce:0.6646 - f_bg_bce: 0.6472 - f_com_bce: 0.6908 - f_iou: 0.8606 - f_iou_com: 0.8540 - s_co_bce:0.5293 - s_bg_bce: 0.5359 - s_com_bce: 0.5119 - s_co_1_bce: 0.4942 - s_co_2_bce: 0.4942 - s_iou:0.4849 - s_iou_com:0.7989 batch_size: 0.7766497731208801 2024-01-18 22:01:56,467 Whole iter step:170 - epoch progress:0/300 - total_loss:8.3361 - f_co_bce:0.7291 - f_bg_bce: 0.6885 - f_com_bce: 0.7111 - f_iou: 0.7390 - f_iou_com: 0.7141 - s_co_bce:0.6673 - s_bg_bce: 0.6787 - s_com_bce: 0.6789 - s_co_1_bce: 0.6593 - s_co_2_bce: 0.6593 - s_iou:0.6633 - s_iou_com:0.7078 batch_size: 0.6990802884101868 2024-01-18 22:01:57,628 Whole iter step:171 - epoch progress:0/300 - total_loss:8.4355 - f_co_bce:0.7115 - f_bg_bce: 0.7200 - f_com_bce: 0.7798 - f_iou: 0.7963 - f_iou_com: 0.8016 - s_co_bce:0.6464 - s_bg_bce: 0.6303 - s_com_bce: 0.6596 - s_co_1_bce: 0.5880 - s_co_2_bce: 0.5880 - s_iou:0.5827 - s_iou_com:0.7660 batch_size: 0.7531834840774536 2024-01-18 22:01:58,836 Whole iter step:172 - epoch progress:0/300 - total_loss:7.8211 - f_co_bce:0.6592 - f_bg_bce: 0.6527 - f_com_bce: 0.6621 - f_iou: 0.7353 - f_iou_com: 0.7174 - s_co_bce:0.5810 - s_bg_bce: 0.6162 - s_com_bce: 0.5876 - s_co_1_bce: 0.6103 - s_co_2_bce: 0.6103 - s_iou:0.6187 - s_iou_com:0.6967 batch_size: 0.6837679147720337 2024-01-18 22:02:00,054 Whole iter step:173 - epoch progress:0/300 - total_loss:7.6437 - f_co_bce:0.5958 - f_bg_bce: 0.5984 - f_com_bce: 0.6562 - f_iou: 0.7782 - f_iou_com: 0.7675 - s_co_bce:0.6021 - s_bg_bce: 0.5683 - s_com_bce: 0.6063 - s_co_1_bce: 0.4792 - s_co_2_bce: 0.4792 - s_iou:0.4721 - s_iou_com:0.7691 batch_size: 0.7505728602409363 2024-01-18 22:02:01,212 Whole iter step:174 - epoch progress:0/300 - total_loss:8.4446 - f_co_bce:0.7384 - f_bg_bce: 0.7118 - f_com_bce: 0.7941 - f_iou: 0.7243 - f_iou_com: 0.7170 - s_co_bce:0.7103 - s_bg_bce: 0.6875 - s_com_bce: 0.7798 - s_co_1_bce: 0.5802 - s_co_2_bce: 0.5802 - s_iou:0.6118 - s_iou_com:0.6967 batch_size: 0.6928016543388367 2024-01-18 22:02:02,449 Whole iter step:175 - epoch progress:0/300 - total_loss:7.4617 - f_co_bce:0.5682 - f_bg_bce: 0.5847 - f_com_bce: 0.5717 - f_iou: 0.8267 - f_iou_com: 0.8128 - s_co_bce:0.4886 - s_bg_bce: 0.5285 - s_com_bce: 0.4698 - s_co_1_bce: 0.5155 - s_co_2_bce: 0.5155 - s_iou:0.4998 - s_iou_com:0.8089 batch_size: 0.786573052406311 2024-01-18 22:02:03,676 Whole iter step:176 - epoch progress:0/300 - total_loss:7.2866 - f_co_bce:0.5736 - f_bg_bce: 0.5708 - f_com_bce: 0.5857 - f_iou: 0.7677 - f_iou_com: 0.7429 - s_co_bce:0.5256 - s_bg_bce: 0.5505 - s_com_bce: 0.5382 - s_co_1_bce: 0.4967 - s_co_2_bce: 0.4967 - s_iou:0.4827 - s_iou_com:0.7350 batch_size: 0.717318058013916 2024-01-18 22:02:04,925 Whole iter step:177 - epoch progress:0/300 - total_loss:7.1765 - f_co_bce:0.5916 - f_bg_bce: 0.6256 - f_com_bce: 0.5592 - f_iou: 0.7205 - f_iou_com: 0.6988 - s_co_bce:0.5061 - s_bg_bce: 0.5476 - s_com_bce: 0.4840 - s_co_1_bce: 0.5529 - s_co_2_bce: 0.5529 - s_iou:0.5504 - s_iou_com:0.6777 batch_size: 0.6622938513755798 2024-01-18 22:02:06,103 Whole iter step:178 - epoch progress:0/300 - total_loss:8.2479 - f_co_bce:0.6592 - f_bg_bce: 0.6493 - f_com_bce: 0.6919 - f_iou: 0.8032 - f_iou_com: 0.7962 - s_co_bce:0.6399 - s_bg_bce: 0.6072 - s_com_bce: 0.6531 - s_co_1_bce: 0.6000 - s_co_2_bce: 0.6000 - s_iou:0.5911 - s_iou_com:0.7824 batch_size: 0.774368405342102 2024-01-18 22:02:07,406 Whole iter step:179 - epoch progress:0/300 - total_loss:7.3358 - f_co_bce:0.5820 - f_bg_bce: 0.6040 - f_com_bce: 0.5832 - f_iou: 0.7184 - f_iou_com: 0.7049 - s_co_bce:0.5464 - s_bg_bce: 0.5614 - s_com_bce: 0.5436 - s_co_1_bce: 0.5619 - s_co_2_bce: 0.5619 - s_iou:0.5568 - s_iou_com:0.6927 batch_size: 0.6804545521736145 2024-01-18 22:02:08,570 Whole iter step:180 - epoch progress:0/300 - total_loss:8.0344 - f_co_bce:0.6742 - f_bg_bce: 0.6732 - f_com_bce: 0.6523 - f_iou: 0.6579 - f_iou_com: 0.6386 - s_co_bce:0.6741 - s_bg_bce: 0.6802 - s_com_bce: 0.6609 - s_co_1_bce: 0.7111 - s_co_2_bce: 0.7111 - s_iou:0.7241 - s_iou_com:0.6501 batch_size: 0.6375985145568848 2024-01-18 22:02:09,783 Whole iter step:181 - epoch progress:0/300 - total_loss:8.4528 - f_co_bce:0.6462 - f_bg_bce: 0.6634 - f_com_bce: 0.6900 - f_iou: 0.8053 - f_iou_com: 0.7965 - s_co_bce:0.6566 - s_bg_bce: 0.6704 - s_com_bce: 0.6866 - s_co_1_bce: 0.6375 - s_co_2_bce: 0.6375 - s_iou:0.6243 - s_iou_com:0.7910 batch_size: 0.7849873900413513 2024-01-18 22:02:11,009 Whole iter step:182 - epoch progress:0/300 - total_loss:7.9580 - f_co_bce:0.6158 - f_bg_bce: 0.6332 - f_com_bce: 0.6512 - f_iou: 0.8845 - f_iou_com: 0.8830 - s_co_bce:0.5387 - s_bg_bce: 0.5296 - s_com_bce: 0.5386 - s_co_1_bce: 0.4948 - s_co_2_bce: 0.4948 - s_iou:0.4743 - s_iou_com:0.8631 batch_size: 0.8510684967041016 2024-01-18 22:02:12,233 Whole iter step:183 - epoch progress:0/300 - total_loss:8.2272 - f_co_bce:0.6778 - f_bg_bce: 0.6789 - f_com_bce: 0.6995 - f_iou: 0.8599 - f_iou_com: 0.8533 - s_co_bce:0.5782 - s_bg_bce: 0.5887 - s_com_bce: 0.5761 - s_co_1_bce: 0.5450 - s_co_2_bce: 0.5450 - s_iou:0.5346 - s_iou_com:0.8230 batch_size: 0.8122610449790955 2024-01-18 22:02:13,409 Whole iter step:184 - epoch progress:0/300 - total_loss:7.4622 - f_co_bce:0.5709 - f_bg_bce: 0.6054 - f_com_bce: 0.6016 - f_iou: 0.7242 - f_iou_com: 0.7232 - s_co_bce:0.5742 - s_bg_bce: 0.5682 - s_com_bce: 0.5590 - s_co_1_bce: 0.5594 - s_co_2_bce: 0.5594 - s_iou:0.5568 - s_iou_com:0.7128 batch_size: 0.7066039443016052 2024-01-18 22:02:14,638 Whole iter step:185 - epoch progress:0/300 - total_loss:7.9480 - f_co_bce:0.6374 - f_bg_bce: 0.6429 - f_com_bce: 0.6320 - f_iou: 0.7643 - f_iou_com: 0.7403 - s_co_bce:0.5802 - s_bg_bce: 0.5979 - s_com_bce: 0.5806 - s_co_1_bce: 0.6391 - s_co_2_bce: 0.6391 - s_iou:0.6438 - s_iou_com:0.7475 batch_size: 0.7419400215148926 2024-01-18 22:02:15,805 Whole iter step:186 - epoch progress:0/300 - total_loss:7.1934 - f_co_bce:0.5512 - f_bg_bce: 0.5442 - f_com_bce: 0.5732 - f_iou: 0.7850 - f_iou_com: 0.7749 - s_co_bce:0.4964 - s_bg_bce: 0.5123 - s_com_bce: 0.4675 - s_co_1_bce: 0.5000 - s_co_2_bce: 0.5000 - s_iou:0.4986 - s_iou_com:0.7546 batch_size: 0.7356995940208435 2024-01-18 22:02:17,054 Whole iter step:187 - epoch progress:0/300 - total_loss:7.4600 - f_co_bce:0.6041 - f_bg_bce: 0.6322 - f_com_bce: 0.6042 - f_iou: 0.7008 - f_iou_com: 0.6945 - s_co_bce:0.5605 - s_bg_bce: 0.5796 - s_com_bce: 0.5508 - s_co_1_bce: 0.5821 - s_co_2_bce: 0.5821 - s_iou:0.5941 - s_iou_com:0.6791 batch_size: 0.6781147122383118 2024-01-18 22:02:18,278 Whole iter step:188 - epoch progress:0/300 - total_loss:6.4694 - f_co_bce:0.5119 - f_bg_bce: 0.5345 - f_com_bce: 0.5082 - f_iou: 0.7027 - f_iou_com: 0.7051 - s_co_bce:0.4152 - s_bg_bce: 0.4475 - s_com_bce: 0.4018 - s_co_1_bce: 0.4739 - s_co_2_bce: 0.4739 - s_iou:0.4617 - s_iou_com:0.6554 batch_size: 0.6514648795127869 2024-01-18 22:02:19,441 Whole iter step:189 - epoch progress:0/300 - total_loss:6.9107 - f_co_bce:0.5249 - f_bg_bce: 0.5758 - f_com_bce: 0.5289 - f_iou: 0.6477 - f_iou_com: 0.6298 - s_co_bce:0.5089 - s_bg_bce: 0.5633 - s_com_bce: 0.4895 - s_co_1_bce: 0.6045 - s_co_2_bce: 0.6045 - s_iou:0.5876 - s_iou_com:0.6344 batch_size: 0.6152385473251343 2024-01-18 22:02:20,602 Whole iter step:190 - epoch progress:0/300 - total_loss:7.3104 - f_co_bce:0.6198 - f_bg_bce: 0.6241 - f_com_bce: 0.6412 - f_iou: 0.7059 - f_iou_com: 0.7101 - s_co_bce:0.5428 - s_bg_bce: 0.5520 - s_com_bce: 0.5468 - s_co_1_bce: 0.5045 - s_co_2_bce: 0.5045 - s_iou:0.5147 - s_iou_com:0.6752 batch_size: 0.6733824610710144 2024-01-18 22:02:21,759 Whole iter step:191 - epoch progress:0/300 - total_loss:7.8038 - f_co_bce:0.6252 - f_bg_bce: 0.6092 - f_com_bce: 0.6293 - f_iou: 0.7864 - f_iou_com: 0.7965 - s_co_bce:0.5511 - s_bg_bce: 0.5433 - s_com_bce: 0.5419 - s_co_1_bce: 0.6048 - s_co_2_bce: 0.6048 - s_iou:0.6100 - s_iou_com:0.7536 batch_size: 0.7524636387825012 2024-01-18 22:02:22,643 Whole iter step:192 - epoch progress:0/300 - total_loss:8.3960 - f_co_bce:0.6455 - f_bg_bce: 0.6228 - f_com_bce: 0.6945 - f_iou: 0.8060 - f_iou_com: 0.8126 - s_co_bce:0.6757 - s_bg_bce: 0.6185 - s_com_bce: 0.6753 - s_co_1_bce: 0.5859 - s_co_2_bce: 0.5859 - s_iou:0.5906 - s_iou_com:0.8358 batch_size: 0.832740306854248 2024-01-18 22:02:23,811 Whole iter step:193 - epoch progress:0/300 - total_loss:6.2468 - f_co_bce:0.4625 - f_bg_bce: 0.4933 - f_com_bce: 0.4830 - f_iou: 0.6271 - f_iou_com: 0.6276 - s_co_bce:0.4619 - s_bg_bce: 0.4919 - s_com_bce: 0.4481 - s_co_1_bce: 0.4568 - s_co_2_bce: 0.4568 - s_iou:0.4562 - s_iou_com:0.6229 batch_size: 0.6154395341873169 2024-01-18 22:02:24,991 Whole iter step:194 - epoch progress:0/300 - total_loss:7.6311 - f_co_bce:0.5770 - f_bg_bce: 0.5850 - f_com_bce: 0.6029 - f_iou: 0.7961 - f_iou_com: 0.8076 - s_co_bce:0.5438 - s_bg_bce: 0.5396 - s_com_bce: 0.5137 - s_co_1_bce: 0.5681 - s_co_2_bce: 0.5681 - s_iou:0.5634 - s_iou_com:0.7675 batch_size: 0.7662760615348816 2024-01-18 22:02:26,220 Whole iter step:195 - epoch progress:0/300 - total_loss:7.7472 - f_co_bce:0.6126 - f_bg_bce: 0.6091 - f_com_bce: 0.6193 - f_iou: 0.7945 - f_iou_com: 0.7931 - s_co_bce:0.5542 - s_bg_bce: 0.5444 - s_com_bce: 0.5285 - s_co_1_bce: 0.6028 - s_co_2_bce: 0.6028 - s_iou:0.5751 - s_iou_com:0.7606 batch_size: 0.7530943155288696 2024-01-18 22:02:27,455 Whole iter step:196 - epoch progress:0/300 - total_loss:5.7321 - f_co_bce:0.4197 - f_bg_bce: 0.4824 - f_com_bce: 0.4276 - f_iou: 0.5713 - f_iou_com: 0.5707 - s_co_bce:0.4065 - s_bg_bce: 0.4420 - s_com_bce: 0.3848 - s_co_1_bce: 0.4541 - s_co_2_bce: 0.4541 - s_iou:0.4700 - s_iou_com:0.5602 batch_size: 0.5427209138870239 2024-01-18 22:02:28,618 Whole iter step:197 - epoch progress:0/300 - total_loss:7.0520 - f_co_bce:0.5466 - f_bg_bce: 0.5164 - f_com_bce: 0.6028 - f_iou: 0.7885 - f_iou_com: 0.7941 - s_co_bce:0.5011 - s_bg_bce: 0.4619 - s_com_bce: 0.4928 - s_co_1_bce: 0.4248 - s_co_2_bce: 0.4248 - s_iou:0.4178 - s_iou_com:0.7548 batch_size: 0.7503755688667297 2024-01-18 22:02:29,916 Whole iter step:198 - epoch progress:0/300 - total_loss:6.9140 - f_co_bce:0.5317 - f_bg_bce: 0.5250 - f_com_bce: 0.5944 - f_iou: 0.7721 - f_iou_com: 0.7758 - s_co_bce:0.4592 - s_bg_bce: 0.4739 - s_com_bce: 0.4437 - s_co_1_bce: 0.4389 - s_co_2_bce: 0.4389 - s_iou:0.4317 - s_iou_com:0.7379 batch_size: 0.7296584844589233 2024-01-18 22:02:31,148 Whole iter step:199 - epoch progress:0/300 - total_loss:7.9041 - f_co_bce:0.6044 - f_bg_bce: 0.5584 - f_com_bce: 0.6825 - f_iou: 0.8158 - f_iou_com: 0.8042 - s_co_bce:0.5928 - s_bg_bce: 0.5497 - s_com_bce: 0.5936 - s_co_1_bce: 0.5518 - s_co_2_bce: 0.5518 - s_iou:0.5427 - s_iou_com:0.8102 batch_size: 0.7978900074958801 2024-01-18 22:02:32,301 Whole iter step:200 - epoch progress:0/300 - total_loss:8.0080 - f_co_bce:0.6052 - f_bg_bce: 0.5558 - f_com_bce: 0.7169 - f_iou: 0.8889 - f_iou_com: 0.8899 - s_co_bce:0.5768 - s_bg_bce: 0.5052 - s_com_bce: 0.5780 - s_co_1_bce: 0.4818 - s_co_2_bce: 0.4818 - s_iou:0.4652 - s_iou_com:0.8752 batch_size: 0.8690696954727173 2024-01-18 22:02:33,584 Whole iter step:201 - epoch progress:0/300 - total_loss:8.6183 - f_co_bce:0.8111 - f_bg_bce: 0.7827 - f_com_bce: 0.8208 - f_iou: 0.6755 - f_iou_com: 0.6677 - s_co_bce:0.7427 - s_bg_bce: 0.6948 - s_com_bce: 0.7394 - s_co_1_bce: 0.6812 - s_co_2_bce: 0.6812 - s_iou:0.6867 - s_iou_com:0.6571 batch_size: 0.6586193442344666 2024-01-18 22:02:34,752 Whole iter step:202 - epoch progress:0/300 - total_loss:7.9060 - f_co_bce:0.5867 - f_bg_bce: 0.5445 - f_com_bce: 0.6971 - f_iou: 0.9095 - f_iou_com: 0.9130 - s_co_bce:0.5360 - s_bg_bce: 0.4750 - s_com_bce: 0.5486 - s_co_1_bce: 0.4604 - s_co_2_bce: 0.4604 - s_iou:0.4354 - s_iou_com:0.9007 batch_size: 0.8989470601081848 2024-01-18 22:02:36,006 Whole iter step:203 - epoch progress:0/300 - total_loss:6.6433 - f_co_bce:0.5071 - f_bg_bce: 0.5155 - f_com_bce: 0.5206 - f_iou: 0.6837 - f_iou_com: 0.6798 - s_co_bce:0.4595 - s_bg_bce: 0.4759 - s_com_bce: 0.4483 - s_co_1_bce: 0.5177 - s_co_2_bce: 0.5177 - s_iou:0.5056 - s_iou_com:0.6652 batch_size: 0.664508044719696 2024-01-18 22:02:37,339 Whole iter step:204 - epoch progress:0/300 - total_loss:6.0251 - f_co_bce:0.4230 - f_bg_bce: 0.4574 - f_com_bce: 0.4114 - f_iou: 0.6091 - f_iou_com: 0.5821 - s_co_bce:0.4499 - s_bg_bce: 0.5019 - s_com_bce: 0.4313 - s_co_1_bce: 0.4782 - s_co_2_bce: 0.4782 - s_iou:0.4772 - s_iou_com:0.6098 batch_size: 0.593864381313324 2024-01-18 22:02:38,568 Whole iter step:205 - epoch progress:0/300 - total_loss:7.2405 - f_co_bce:0.5669 - f_bg_bce: 0.5839 - f_com_bce: 0.6072 - f_iou: 0.7205 - f_iou_com: 0.7170 - s_co_bce:0.5282 - s_bg_bce: 0.5208 - s_com_bce: 0.5321 - s_co_1_bce: 0.5303 - s_co_2_bce: 0.5303 - s_iou:0.5442 - s_iou_com:0.6956 batch_size: 0.6939396262168884 2024-01-18 22:02:39,739 Whole iter step:206 - epoch progress:0/300 - total_loss:6.2351 - f_co_bce:0.4653 - f_bg_bce: 0.5120 - f_com_bce: 0.4872 - f_iou: 0.6239 - f_iou_com: 0.5977 - s_co_bce:0.4637 - s_bg_bce: 0.5031 - s_com_bce: 0.4603 - s_co_1_bce: 0.4564 - s_co_2_bce: 0.4564 - s_iou:0.4638 - s_iou_com:0.6059 batch_size: 0.5957745909690857 2024-01-18 22:02:40,941 Whole iter step:207 - epoch progress:0/300 - total_loss:6.5129 - f_co_bce:0.4746 - f_bg_bce: 0.5239 - f_com_bce: 0.5339 - f_iou: 0.7250 - f_iou_com: 0.7149 - s_co_bce:0.3935 - s_bg_bce: 0.4545 - s_com_bce: 0.3915 - s_co_1_bce: 0.4830 - s_co_2_bce: 0.4830 - s_iou:0.4828 - s_iou_com:0.6696 batch_size: 0.6657854318618774 2024-01-18 22:02:42,254 Whole iter step:208 - epoch progress:0/300 - total_loss:7.0000 - f_co_bce:0.5335 - f_bg_bce: 0.5421 - f_com_bce: 0.6215 - f_iou: 0.6917 - f_iou_com: 0.6918 - s_co_bce:0.5172 - s_bg_bce: 0.5341 - s_com_bce: 0.5223 - s_co_1_bce: 0.4958 - s_co_2_bce: 0.4958 - s_iou:0.5014 - s_iou_com:0.6744 batch_size: 0.67434161901474 2024-01-18 22:02:43,416 Whole iter step:209 - epoch progress:0/300 - total_loss:7.0240 - f_co_bce:0.5185 - f_bg_bce: 0.5341 - f_com_bce: 0.5458 - f_iou: 0.6585 - f_iou_com: 0.6346 - s_co_bce:0.5472 - s_bg_bce: 0.5580 - s_com_bce: 0.5464 - s_co_1_bce: 0.5791 - s_co_2_bce: 0.5791 - s_iou:0.5662 - s_iou_com:0.6702 batch_size: 0.665336549282074 2024-01-18 22:02:44,576 Whole iter step:210 - epoch progress:0/300 - total_loss:7.3445 - f_co_bce:0.6071 - f_bg_bce: 0.6212 - f_com_bce: 0.5935 - f_iou: 0.6241 - f_iou_com: 0.6045 - s_co_bce:0.6015 - s_bg_bce: 0.6304 - s_com_bce: 0.5929 - s_co_1_bce: 0.6270 - s_co_2_bce: 0.6270 - s_iou:0.6394 - s_iou_com:0.6054 batch_size: 0.597748339176178 2024-01-18 22:02:45,743 Whole iter step:211 - epoch progress:0/300 - total_loss:6.4724 - f_co_bce:0.4703 - f_bg_bce: 0.4673 - f_com_bce: 0.5526 - f_iou: 0.7712 - f_iou_com: 0.7769 - s_co_bce:0.3894 - s_bg_bce: 0.4039 - s_com_bce: 0.3852 - s_co_1_bce: 0.4276 - s_co_2_bce: 0.4276 - s_iou:0.4012 - s_iou_com:0.7158 batch_size: 0.7108139395713806 2024-01-18 22:02:46,898 Whole iter step:212 - epoch progress:0/300 - total_loss:6.3973 - f_co_bce:0.4830 - f_bg_bce: 0.4884 - f_com_bce: 0.5402 - f_iou: 0.6980 - f_iou_com: 0.7021 - s_co_bce:0.4349 - s_bg_bce: 0.4394 - s_com_bce: 0.4085 - s_co_1_bce: 0.4555 - s_co_2_bce: 0.4555 - s_iou:0.4475 - s_iou_com:0.6619 batch_size: 0.6379690170288086 2024-01-18 22:02:48,066 Whole iter step:213 - epoch progress:0/300 - total_loss:7.0843 - f_co_bce:0.5771 - f_bg_bce: 0.5275 - f_com_bce: 0.5935 - f_iou: 0.7457 - f_iou_com: 0.7551 - s_co_bce:0.4700 - s_bg_bce: 0.4637 - s_com_bce: 0.4650 - s_co_1_bce: 0.5238 - s_co_2_bce: 0.5238 - s_iou:0.5105 - s_iou_com:0.7245 batch_size: 0.728024959564209 2024-01-18 22:02:49,246 Whole iter step:214 - epoch progress:0/300 - total_loss:6.6780 - f_co_bce:0.5228 - f_bg_bce: 0.5113 - f_com_bce: 0.5632 - f_iou: 0.7082 - f_iou_com: 0.7253 - s_co_bce:0.4394 - s_bg_bce: 0.4425 - s_com_bce: 0.4380 - s_co_1_bce: 0.4831 - s_co_2_bce: 0.4831 - s_iou:0.4794 - s_iou_com:0.6827 batch_size: 0.6821718811988831 2024-01-18 22:02:50,412 Whole iter step:215 - epoch progress:0/300 - total_loss:6.1524 - f_co_bce:0.4682 - f_bg_bce: 0.4706 - f_com_bce: 0.4989 - f_iou: 0.6651 - f_iou_com: 0.6614 - s_co_bce:0.4067 - s_bg_bce: 0.4107 - s_com_bce: 0.4063 - s_co_1_bce: 0.4431 - s_co_2_bce: 0.4431 - s_iou:0.4456 - s_iou_com:0.6407 batch_size: 0.6350513100624084 2024-01-18 22:02:51,583 Whole iter step:216 - epoch progress:0/300 - total_loss:6.7333 - f_co_bce:0.5111 - f_bg_bce: 0.5032 - f_com_bce: 0.6083 - f_iou: 0.7000 - f_iou_com: 0.7021 - s_co_bce:0.4944 - s_bg_bce: 0.4589 - s_com_bce: 0.5017 - s_co_1_bce: 0.4382 - s_co_2_bce: 0.4382 - s_iou:0.4386 - s_iou_com:0.6946 batch_size: 0.6822097897529602 2024-01-18 22:02:52,759 Whole iter step:217 - epoch progress:0/300 - total_loss:7.6658 - f_co_bce:0.6318 - f_bg_bce: 0.5797 - f_com_bce: 0.7658 - f_iou: 0.8238 - f_iou_com: 0.8323 - s_co_bce:0.5195 - s_bg_bce: 0.4802 - s_com_bce: 0.5254 - s_co_1_bce: 0.4687 - s_co_2_bce: 0.4687 - s_iou:0.4586 - s_iou_com:0.7930 batch_size: 0.7870315909385681 2024-01-18 22:02:53,931 Whole iter step:218 - epoch progress:0/300 - total_loss:6.2998 - f_co_bce:0.4201 - f_bg_bce: 0.4500 - f_com_bce: 0.4914 - f_iou: 0.6397 - f_iou_com: 0.6488 - s_co_bce:0.4844 - s_bg_bce: 0.4540 - s_com_bce: 0.4597 - s_co_1_bce: 0.4886 - s_co_2_bce: 0.4886 - s_iou:0.4629 - s_iou_com:0.6567 batch_size: 0.6434450745582581 2024-01-18 22:02:55,101 Whole iter step:219 - epoch progress:0/300 - total_loss:7.4483 - f_co_bce:0.6014 - f_bg_bce: 0.5222 - f_com_bce: 0.7181 - f_iou: 0.8421 - f_iou_com: 0.8408 - s_co_bce:0.4960 - s_bg_bce: 0.4403 - s_com_bce: 0.5148 - s_co_1_bce: 0.4422 - s_co_2_bce: 0.4422 - s_iou:0.3928 - s_iou_com:0.8245 batch_size: 0.8131138682365417 2024-01-18 22:02:56,300 Whole iter step:220 - epoch progress:0/300 - total_loss:7.7708 - f_co_bce:0.5955 - f_bg_bce: 0.5880 - f_com_bce: 0.6464 - f_iou: 0.6912 - f_iou_com: 0.6632 - s_co_bce:0.6529 - s_bg_bce: 0.6436 - s_com_bce: 0.6816 - s_co_1_bce: 0.6250 - s_co_2_bce: 0.6250 - s_iou:0.6046 - s_iou_com:0.6924 batch_size: 0.686408519744873 2024-01-18 22:02:57,554 Whole iter step:221 - epoch progress:0/300 - total_loss:5.6387 - f_co_bce:0.4351 - f_bg_bce: 0.4945 - f_com_bce: 0.4046 - f_iou: 0.4964 - f_iou_com: 0.4601 - s_co_bce:0.4188 - s_bg_bce: 0.5047 - s_com_bce: 0.4006 - s_co_1_bce: 0.5245 - s_co_2_bce: 0.5245 - s_iou:0.5383 - s_iou_com:0.4869 batch_size: 0.47423505783081055 2024-01-18 22:02:58,813 Whole iter step:222 - epoch progress:0/300 - total_loss:8.0232 - f_co_bce:0.6612 - f_bg_bce: 0.5942 - f_com_bce: 0.7392 - f_iou: 0.8293 - f_iou_com: 0.8248 - s_co_bce:0.5809 - s_bg_bce: 0.5523 - s_com_bce: 0.6286 - s_co_1_bce: 0.4876 - s_co_2_bce: 0.4876 - s_iou:0.4892 - s_iou_com:0.8203 batch_size: 0.8156328201293945 2024-01-18 22:03:00,056 Whole iter step:223 - epoch progress:0/300 - total_loss:7.3287 - f_co_bce:0.5838 - f_bg_bce: 0.5853 - f_com_bce: 0.5747 - f_iou: 0.7181 - f_iou_com: 0.6801 - s_co_bce:0.5028 - s_bg_bce: 0.5257 - s_com_bce: 0.4786 - s_co_1_bce: 0.6323 - s_co_2_bce: 0.6323 - s_iou:0.6656 - s_iou_com:0.7030 batch_size: 0.678847074508667 2024-01-18 22:03:01,363 Whole iter step:224 - epoch progress:0/300 - total_loss:6.4445 - f_co_bce:0.4413 - f_bg_bce: 0.4187 - f_com_bce: 0.5902 - f_iou: 0.7776 - f_iou_com: 0.7881 - s_co_bce:0.3932 - s_bg_bce: 0.3928 - s_com_bce: 0.4105 - s_co_1_bce: 0.3967 - s_co_2_bce: 0.3967 - s_iou:0.3719 - s_iou_com:0.7359 batch_size: 0.7276278138160706 2024-01-18 22:03:02,625 Whole iter step:225 - epoch progress:0/300 - total_loss:6.0413 - f_co_bce:0.3968 - f_bg_bce: 0.4299 - f_com_bce: 0.4763 - f_iou: 0.6459 - f_iou_com: 0.6336 - s_co_bce:0.4255 - s_bg_bce: 0.4762 - s_com_bce: 0.4214 - s_co_1_bce: 0.4336 - s_co_2_bce: 0.4336 - s_iou:0.4235 - s_iou_com:0.6523 batch_size: 0.6262474060058594 2024-01-18 22:03:03,881 Whole iter step:226 - epoch progress:0/300 - total_loss:7.2244 - f_co_bce:0.5695 - f_bg_bce: 0.5020 - f_com_bce: 0.6451 - f_iou: 0.7980 - f_iou_com: 0.8019 - s_co_bce:0.4630 - s_bg_bce: 0.4647 - s_com_bce: 0.4605 - s_co_1_bce: 0.5025 - s_co_2_bce: 0.5025 - s_iou:0.4849 - s_iou_com:0.7681 batch_size: 0.7642258405685425 2024-01-18 22:03:05,052 Whole iter step:227 - epoch progress:0/300 - total_loss:8.9051 - f_co_bce:0.6891 - f_bg_bce: 0.6125 - f_com_bce: 0.8202 - f_iou: 0.9275 - f_iou_com: 0.9308 - s_co_bce:0.6143 - s_bg_bce: 0.5396 - s_com_bce: 0.6142 - s_co_1_bce: 0.6842 - s_co_2_bce: 0.6842 - s_iou:0.6351 - s_iou_com:0.9189 batch_size: 0.9186847805976868 2024-01-18 22:03:06,231 Whole iter step:228 - epoch progress:0/300 - total_loss:6.4078 - f_co_bce:0.4768 - f_bg_bce: 0.4787 - f_com_bce: 0.5412 - f_iou: 0.7234 - f_iou_com: 0.7289 - s_co_bce:0.3976 - s_bg_bce: 0.4149 - s_com_bce: 0.4096 - s_co_1_bce: 0.4325 - s_co_2_bce: 0.4325 - s_iou:0.4185 - s_iou_com:0.6954 batch_size: 0.6902305483818054 2024-01-18 22:03:07,498 Whole iter step:229 - epoch progress:0/300 - total_loss:7.4571 - f_co_bce:0.5891 - f_bg_bce: 0.5915 - f_com_bce: 0.6073 - f_iou: 0.6928 - f_iou_com: 0.6686 - s_co_bce:0.5819 - s_bg_bce: 0.5980 - s_com_bce: 0.5850 - s_co_1_bce: 0.5839 - s_co_2_bce: 0.5839 - s_iou:0.5741 - s_iou_com:0.6964 batch_size: 0.688626229763031 2024-01-18 22:03:08,664 Whole iter step:230 - epoch progress:0/300 - total_loss:7.6682 - f_co_bce:0.6237 - f_bg_bce: 0.6359 - f_com_bce: 0.6625 - f_iou: 0.7017 - f_iou_com: 0.6531 - s_co_bce:0.6052 - s_bg_bce: 0.6047 - s_com_bce: 0.5961 - s_co_1_bce: 0.5966 - s_co_2_bce: 0.5966 - s_iou:0.6224 - s_iou_com:0.6919 batch_size: 0.6745269298553467 2024-01-18 22:03:09,903 Whole iter step:231 - epoch progress:0/300 - total_loss:5.8676 - f_co_bce:0.4220 - f_bg_bce: 0.4374 - f_com_bce: 0.4740 - f_iou: 0.6014 - f_iou_com: 0.5897 - s_co_bce:0.4121 - s_bg_bce: 0.4210 - s_com_bce: 0.4220 - s_co_1_bce: 0.4562 - s_co_2_bce: 0.4562 - s_iou:0.4361 - s_iou_com:0.5965 batch_size: 0.599026620388031 2024-01-18 22:03:11,155 Whole iter step:232 - epoch progress:0/300 - total_loss:7.9583 - f_co_bce:0.6179 - f_bg_bce: 0.5753 - f_com_bce: 0.7133 - f_iou: 0.8295 - f_iou_com: 0.8291 - s_co_bce:0.5479 - s_bg_bce: 0.5259 - s_com_bce: 0.5451 - s_co_1_bce: 0.5957 - s_co_2_bce: 0.5957 - s_iou:0.5386 - s_iou_com:0.8191 batch_size: 0.8209283947944641 2024-01-18 22:03:12,418 Whole iter step:233 - epoch progress:0/300 - total_loss:5.2988 - f_co_bce:0.3490 - f_bg_bce: 0.3777 - f_com_bce: 0.3906 - f_iou: 0.6170 - f_iou_com: 0.6087 - s_co_bce:0.3188 - s_bg_bce: 0.3843 - s_com_bce: 0.3156 - s_co_1_bce: 0.4050 - s_co_2_bce: 0.4050 - s_iou:0.3967 - s_iou_com:0.5708 batch_size: 0.5645554661750793 2024-01-18 22:03:13,584 Whole iter step:234 - epoch progress:0/300 - total_loss:7.5128 - f_co_bce:0.6361 - f_bg_bce: 0.6310 - f_com_bce: 0.6477 - f_iou: 0.6810 - f_iou_com: 0.6502 - s_co_bce:0.5676 - s_bg_bce: 0.5973 - s_com_bce: 0.5739 - s_co_1_bce: 0.6262 - s_co_2_bce: 0.6262 - s_iou:0.6168 - s_iou_com:0.6458 batch_size: 0.6391308903694153 2024-01-18 22:03:14,818 Whole iter step:235 - epoch progress:0/300 - total_loss:7.2379 - f_co_bce:0.5307 - f_bg_bce: 0.4659 - f_com_bce: 0.6704 - f_iou: 0.8188 - f_iou_com: 0.7975 - s_co_bce:0.4843 - s_bg_bce: 0.4696 - s_com_bce: 0.5161 - s_co_1_bce: 0.4620 - s_co_2_bce: 0.4620 - s_iou:0.4415 - s_iou_com:0.7926 batch_size: 0.7885910272598267 2024-01-18 22:03:15,991 Whole iter step:236 - epoch progress:0/300 - total_loss:5.5874 - f_co_bce:0.3486 - f_bg_bce: 0.3928 - f_com_bce: 0.3930 - f_iou: 0.6351 - f_iou_com: 0.6219 - s_co_bce:0.3617 - s_bg_bce: 0.4225 - s_com_bce: 0.3429 - s_co_1_bce: 0.4215 - s_co_2_bce: 0.4215 - s_iou:0.4308 - s_iou_com:0.6170 batch_size: 0.5997886657714844 2024-01-18 22:03:17,163 Whole iter step:237 - epoch progress:0/300 - total_loss:6.8160 - f_co_bce:0.4561 - f_bg_bce: 0.3861 - f_com_bce: 0.6919 - f_iou: 0.8217 - f_iou_com: 0.8402 - s_co_bce:0.4527 - s_bg_bce: 0.3648 - s_com_bce: 0.4893 - s_co_1_bce: 0.3827 - s_co_2_bce: 0.3827 - s_iou:0.3347 - s_iou_com:0.8016 batch_size: 0.7944209575653076 2024-01-18 22:03:18,396 Whole iter step:238 - epoch progress:0/300 - total_loss:6.0877 - f_co_bce:0.4204 - f_bg_bce: 0.4066 - f_com_bce: 0.5705 - f_iou: 0.7456 - f_iou_com: 0.7362 - s_co_bce:0.3602 - s_bg_bce: 0.3715 - s_com_bce: 0.3705 - s_co_1_bce: 0.3786 - s_co_2_bce: 0.3786 - s_iou:0.3582 - s_iou_com:0.6918 batch_size: 0.6774724125862122 2024-01-18 22:03:19,559 Whole iter step:239 - epoch progress:0/300 - total_loss:5.5057 - f_co_bce:0.3469 - f_bg_bce: 0.3619 - f_com_bce: 0.4763 - f_iou: 0.6252 - f_iou_com: 0.6496 - s_co_bce:0.3520 - s_bg_bce: 0.3476 - s_com_bce: 0.3544 - s_co_1_bce: 0.3858 - s_co_2_bce: 0.3858 - s_iou:0.3843 - s_iou_com:0.6118 batch_size: 0.6098146438598633 2024-01-18 22:03:20,708 Whole iter step:240 - epoch progress:0/300 - total_loss:4.7775 - f_co_bce:0.3237 - f_bg_bce: 0.3579 - f_com_bce: 0.3650 - f_iou: 0.5227 - f_iou_com: 0.5273 - s_co_bce:0.3033 - s_bg_bce: 0.3606 - s_com_bce: 0.3092 - s_co_1_bce: 0.3558 - s_co_2_bce: 0.3558 - s_iou:0.3564 - s_iou_com:0.4981 batch_size: 0.49753856658935547 2024-01-18 22:03:21,874 Whole iter step:241 - epoch progress:0/300 - total_loss:5.4884 - f_co_bce:0.3898 - f_bg_bce: 0.3968 - f_com_bce: 0.4267 - f_iou: 0.5580 - f_iou_com: 0.5572 - s_co_bce:0.3877 - s_bg_bce: 0.4121 - s_com_bce: 0.3886 - s_co_1_bce: 0.4257 - s_co_2_bce: 0.4257 - s_iou:0.4216 - s_iou_com:0.5663 batch_size: 0.5578628778457642 2024-01-18 22:03:23,039 Whole iter step:242 - epoch progress:0/300 - total_loss:7.1220 - f_co_bce:0.5284 - f_bg_bce: 0.4559 - f_com_bce: 0.7168 - f_iou: 0.7972 - f_iou_com: 0.7971 - s_co_bce:0.4723 - s_bg_bce: 0.4019 - s_com_bce: 0.5060 - s_co_1_bce: 0.4671 - s_co_2_bce: 0.4671 - s_iou:0.4483 - s_iou_com:0.7679 batch_size: 0.7630061507225037 2024-01-18 22:03:24,200 Whole iter step:243 - epoch progress:0/300 - total_loss:4.9299 - f_co_bce:0.2942 - f_bg_bce: 0.3527 - f_com_bce: 0.3200 - f_iou: 0.5114 - f_iou_com: 0.5108 - s_co_bce:0.3495 - s_bg_bce: 0.3934 - s_com_bce: 0.3365 - s_co_1_bce: 0.4174 - s_co_2_bce: 0.4174 - s_iou:0.4187 - s_iou_com:0.5215 batch_size: 0.5037099719047546 2024-01-18 22:03:25,428 Whole iter step:244 - epoch progress:0/300 - total_loss:7.8062 - f_co_bce:0.5876 - f_bg_bce: 0.5196 - f_com_bce: 0.7300 - f_iou: 0.7997 - f_iou_com: 0.7981 - s_co_bce:0.5843 - s_bg_bce: 0.5364 - s_com_bce: 0.5913 - s_co_1_bce: 0.5303 - s_co_2_bce: 0.5303 - s_iou:0.5197 - s_iou_com:0.8077 batch_size: 0.8014233708381653 2024-01-18 22:03:26,598 Whole iter step:245 - epoch progress:0/300 - total_loss:5.9117 - f_co_bce:0.3941 - f_bg_bce: 0.4378 - f_com_bce: 0.4279 - f_iou: 0.5660 - f_iou_com: 0.5471 - s_co_bce:0.4629 - s_bg_bce: 0.4986 - s_com_bce: 0.4565 - s_co_1_bce: 0.4624 - s_co_2_bce: 0.4624 - s_iou:0.4810 - s_iou_com:0.5983 batch_size: 0.5791522860527039 2024-01-18 22:03:27,755 Whole iter step:246 - epoch progress:0/300 - total_loss:6.9636 - f_co_bce:0.5276 - f_bg_bce: 0.4359 - f_com_bce: 0.7398 - f_iou: 0.8093 - f_iou_com: 0.8163 - s_co_bce:0.4309 - s_bg_bce: 0.3392 - s_com_bce: 0.4935 - s_co_1_bce: 0.4106 - s_co_2_bce: 0.4106 - s_iou:0.3828 - s_iou_com:0.7922 batch_size: 0.7856189608573914 2024-01-18 22:03:28,952 Whole iter step:247 - epoch progress:0/300 - total_loss:7.2909 - f_co_bce:0.5801 - f_bg_bce: 0.5034 - f_com_bce: 0.7220 - f_iou: 0.7871 - f_iou_com: 0.7888 - s_co_bce:0.4758 - s_bg_bce: 0.4367 - s_com_bce: 0.5283 - s_co_1_bce: 0.4760 - s_co_2_bce: 0.4760 - s_iou:0.4557 - s_iou_com:0.7706 batch_size: 0.7664044499397278 2024-01-18 22:03:30,123 Whole iter step:248 - epoch progress:0/300 - total_loss:6.1282 - f_co_bce:0.4800 - f_bg_bce: 0.4921 - f_com_bce: 0.4695 - f_iou: 0.5278 - f_iou_com: 0.5135 - s_co_bce:0.4919 - s_bg_bce: 0.5241 - s_com_bce: 0.4896 - s_co_1_bce: 0.5060 - s_co_2_bce: 0.5060 - s_iou:0.5265 - s_iou_com:0.5609 batch_size: 0.5463046431541443 2024-01-18 22:03:31,292 Whole iter step:249 - epoch progress:0/300 - total_loss:8.2605 - f_co_bce:0.6148 - f_bg_bce: 0.5301 - f_com_bce: 0.8918 - f_iou: 0.9012 - f_iou_com: 0.9052 - s_co_bce:0.5465 - s_bg_bce: 0.4794 - s_com_bce: 0.6297 - s_co_1_bce: 0.5093 - s_co_2_bce: 0.5093 - s_iou:0.4518 - s_iou_com:0.9010 batch_size: 0.8997697830200195 2024-01-18 22:03:32,519 Whole iter step:250 - epoch progress:0/300 - total_loss:6.0976 - f_co_bce:0.3613 - f_bg_bce: 0.3426 - f_com_bce: 0.5812 - f_iou: 0.7367 - f_iou_com: 0.7544 - s_co_bce:0.3803 - s_bg_bce: 0.3672 - s_com_bce: 0.4215 - s_co_1_bce: 0.3625 - s_co_2_bce: 0.3625 - s_iou:0.3262 - s_iou_com:0.7375 batch_size: 0.7261873483657837 2024-01-18 22:03:33,690 Whole iter step:251 - epoch progress:0/300 - total_loss:7.3704 - f_co_bce:0.5105 - f_bg_bce: 0.4970 - f_com_bce: 0.6264 - f_iou: 0.7210 - f_iou_com: 0.6977 - s_co_bce:0.5701 - s_bg_bce: 0.5233 - s_com_bce: 0.6154 - s_co_1_bce: 0.5847 - s_co_2_bce: 0.5847 - s_iou:0.5684 - s_iou_com:0.7343 batch_size: 0.7214486598968506 2024-01-18 22:03:34,928 Whole iter step:252 - epoch progress:0/300 - total_loss:6.0176 - f_co_bce:0.4087 - f_bg_bce: 0.4075 - f_com_bce: 0.5599 - f_iou: 0.6894 - f_iou_com: 0.6895 - s_co_bce:0.3714 - s_bg_bce: 0.3831 - s_com_bce: 0.3951 - s_co_1_bce: 0.4202 - s_co_2_bce: 0.4202 - s_iou:0.3954 - s_iou_com:0.6584 batch_size: 0.6388739943504333 2024-01-18 22:03:36,219 Whole iter step:253 - epoch progress:0/300 - total_loss:5.6979 - f_co_bce:0.3810 - f_bg_bce: 0.3732 - f_com_bce: 0.5086 - f_iou: 0.6747 - f_iou_com: 0.7013 - s_co_bce:0.3311 - s_bg_bce: 0.3343 - s_com_bce: 0.3568 - s_co_1_bce: 0.3555 - s_co_2_bce: 0.3555 - s_iou:0.3511 - s_iou_com:0.6711 batch_size: 0.6592422127723694 2024-01-18 22:03:37,561 Whole iter step:254 - epoch progress:0/300 - total_loss:7.3400 - f_co_bce:0.5807 - f_bg_bce: 0.6018 - f_com_bce: 0.5797 - f_iou: 0.5984 - f_iou_com: 0.5817 - s_co_bce:0.6445 - s_bg_bce: 0.6422 - s_com_bce: 0.6467 - s_co_1_bce: 0.6204 - s_co_2_bce: 0.6204 - s_iou:0.6071 - s_iou_com:0.6224 batch_size: 0.6143800616264343 2024-01-18 22:03:38,729 Whole iter step:255 - epoch progress:0/300 - total_loss:6.6609 - f_co_bce:0.4377 - f_bg_bce: 0.4153 - f_com_bce: 0.6561 - f_iou: 0.7473 - f_iou_com: 0.7630 - s_co_bce:0.4352 - s_bg_bce: 0.4274 - s_com_bce: 0.4700 - s_co_1_bce: 0.4461 - s_co_2_bce: 0.4461 - s_iou:0.4023 - s_iou_com:0.7341 batch_size: 0.7263836860656738 2024-01-18 22:03:40,045 Whole iter step:256 - epoch progress:0/300 - total_loss:6.5506 - f_co_bce:0.4816 - f_bg_bce: 0.5566 - f_com_bce: 0.4366 - f_iou: 0.5419 - f_iou_com: 0.4748 - s_co_bce:0.5625 - s_bg_bce: 0.6116 - s_com_bce: 0.5549 - s_co_1_bce: 0.6000 - s_co_2_bce: 0.6000 - s_iou:0.6084 - s_iou_com:0.5744 batch_size: 0.5473534464836121 2024-01-18 22:03:41,311 Whole iter step:257 - epoch progress:0/300 - total_loss:5.6738 - f_co_bce:0.4080 - f_bg_bce: 0.4506 - f_com_bce: 0.4506 - f_iou: 0.6109 - f_iou_com: 0.5853 - s_co_bce:0.3835 - s_bg_bce: 0.4267 - s_com_bce: 0.3739 - s_co_1_bce: 0.4397 - s_co_2_bce: 0.4397 - s_iou:0.4324 - s_iou_com:0.5663 batch_size: 0.5458524227142334 2024-01-18 22:03:42,473 Whole iter step:258 - epoch progress:0/300 - total_loss:6.9009 - f_co_bce:0.4623 - f_bg_bce: 0.4587 - f_com_bce: 0.6445 - f_iou: 0.7564 - f_iou_com: 0.7840 - s_co_bce:0.4621 - s_bg_bce: 0.4206 - s_com_bce: 0.4620 - s_co_1_bce: 0.4856 - s_co_2_bce: 0.4856 - s_iou:0.4811 - s_iou_com:0.7439 batch_size: 0.7397039532661438 2024-01-18 22:03:43,645 Whole iter step:259 - epoch progress:0/300 - total_loss:6.8124 - f_co_bce:0.4117 - f_bg_bce: 0.3671 - f_com_bce: 0.7438 - f_iou: 0.8735 - f_iou_com: 0.8680 - s_co_bce:0.4193 - s_bg_bce: 0.3516 - s_com_bce: 0.4840 - s_co_1_bce: 0.3165 - s_co_2_bce: 0.3165 - s_iou:0.2999 - s_iou_com:0.8467 batch_size: 0.830133855342865 2024-01-18 22:03:44,891 Whole iter step:260 - epoch progress:0/300 - total_loss:5.0867 - f_co_bce:0.3670 - f_bg_bce: 0.4225 - f_com_bce: 0.3773 - f_iou: 0.5389 - f_iou_com: 0.5051 - s_co_bce:0.3454 - s_bg_bce: 0.3884 - s_com_bce: 0.3320 - s_co_1_bce: 0.4116 - s_co_2_bce: 0.4116 - s_iou:0.4121 - s_iou_com:0.5034 batch_size: 0.48285767436027527 2024-01-18 22:03:46,120 Whole iter step:261 - epoch progress:0/300 - total_loss:6.8415 - f_co_bce:0.4758 - f_bg_bce: 0.4551 - f_com_bce: 0.6475 - f_iou: 0.7125 - f_iou_com: 0.6889 - s_co_bce:0.4913 - s_bg_bce: 0.4683 - s_com_bce: 0.5058 - s_co_1_bce: 0.4979 - s_co_2_bce: 0.4979 - s_iou:0.4746 - s_iou_com:0.7215 batch_size: 0.7022860646247864 2024-01-18 22:03:47,285 Whole iter step:262 - epoch progress:0/300 - total_loss:7.4766 - f_co_bce:0.6904 - f_bg_bce: 0.6924 - f_com_bce: 0.5893 - f_iou: 0.5402 - f_iou_com: 0.4951 - s_co_bce:0.6709 - s_bg_bce: 0.6951 - s_com_bce: 0.6592 - s_co_1_bce: 0.7004 - s_co_2_bce: 0.7004 - s_iou:0.6925 - s_iou_com:0.5312 batch_size: 0.5199394822120667 2024-01-18 22:03:48,522 Whole iter step:263 - epoch progress:0/300 - total_loss:7.8687 - f_co_bce:0.7998 - f_bg_bce: 0.7284 - f_com_bce: 0.7398 - f_iou: 0.6275 - f_iou_com: 0.5805 - s_co_bce:0.6691 - s_bg_bce: 0.6597 - s_com_bce: 0.6900 - s_co_1_bce: 0.5912 - s_co_2_bce: 0.5912 - s_iou:0.6139 - s_iou_com:0.5856 batch_size: 0.5832340121269226 2024-01-18 22:03:49,689 Whole iter step:264 - epoch progress:0/300 - total_loss:6.1873 - f_co_bce:0.5096 - f_bg_bce: 0.4842 - f_com_bce: 0.5473 - f_iou: 0.6177 - f_iou_com: 0.5969 - s_co_bce:0.4589 - s_bg_bce: 0.4247 - s_com_bce: 0.4838 - s_co_1_bce: 0.4600 - s_co_2_bce: 0.4600 - s_iou:0.4517 - s_iou_com:0.5773 batch_size: 0.5751825571060181 2024-01-18 22:03:51,023 Whole iter step:265 - epoch progress:0/300 - total_loss:5.7027 - f_co_bce:0.3987 - f_bg_bce: 0.3755 - f_com_bce: 0.4992 - f_iou: 0.6015 - f_iou_com: 0.6162 - s_co_bce:0.4006 - s_bg_bce: 0.3969 - s_com_bce: 0.4156 - s_co_1_bce: 0.3876 - s_co_2_bce: 0.3876 - s_iou:0.3896 - s_iou_com:0.6104 batch_size: 0.6109416484832764 2024-01-18 22:03:52,334 Whole iter step:266 - epoch progress:0/300 - total_loss:6.2644 - f_co_bce:0.4771 - f_bg_bce: 0.4361 - f_com_bce: 0.5959 - f_iou: 0.6990 - f_iou_com: 0.7316 - s_co_bce:0.3955 - s_bg_bce: 0.3701 - s_com_bce: 0.3929 - s_co_1_bce: 0.4517 - s_co_2_bce: 0.4517 - s_iou:0.4159 - s_iou_com:0.6534 batch_size: 0.6450338959693909 2024-01-18 22:03:53,604 Whole iter step:267 - epoch progress:0/300 - total_loss:7.3798 - f_co_bce:0.5940 - f_bg_bce: 0.4869 - f_com_bce: 0.6957 - f_iou: 0.7517 - f_iou_com: 0.7657 - s_co_bce:0.5462 - s_bg_bce: 0.4881 - s_com_bce: 0.5635 - s_co_1_bce: 0.5037 - s_co_2_bce: 0.5037 - s_iou:0.4947 - s_iou_com:0.7448 batch_size: 0.7449032664299011 2024-01-18 22:03:54,778 Whole iter step:268 - epoch progress:0/300 - total_loss:6.3256 - f_co_bce:0.5071 - f_bg_bce: 0.4371 - f_com_bce: 0.5777 - f_iou: 0.6216 - f_iou_com: 0.6188 - s_co_bce:0.4607 - s_bg_bce: 0.4616 - s_com_bce: 0.4979 - s_co_1_bce: 0.4333 - s_co_2_bce: 0.4333 - s_iou:0.4439 - s_iou_com:0.6316 batch_size: 0.6343366503715515 2024-01-18 22:03:55,952 Whole iter step:269 - epoch progress:0/300 - total_loss:5.3416 - f_co_bce:0.3418 - f_bg_bce: 0.3598 - f_com_bce: 0.4526 - f_iou: 0.5755 - f_iou_com: 0.5967 - s_co_bce:0.3585 - s_bg_bce: 0.3633 - s_com_bce: 0.3828 - s_co_1_bce: 0.3843 - s_co_2_bce: 0.3843 - s_iou:0.3819 - s_iou_com:0.5791 batch_size: 0.5652264952659607 2024-01-18 22:03:57,122 Whole iter step:270 - epoch progress:0/300 - total_loss:4.6238 - f_co_bce:0.2886 - f_bg_bce: 0.3313 - f_com_bce: 0.3402 - f_iou: 0.4743 - f_iou_com: 0.4956 - s_co_bce:0.3167 - s_bg_bce: 0.3441 - s_com_bce: 0.3163 - s_co_1_bce: 0.3860 - s_co_2_bce: 0.3860 - s_iou:0.3598 - s_iou_com:0.4907 batch_size: 0.4801875650882721 2024-01-18 22:03:58,288 Whole iter step:271 - epoch progress:0/300 - total_loss:6.4745 - f_co_bce:0.4610 - f_bg_bce: 0.4289 - f_com_bce: 0.6072 - f_iou: 0.7006 - f_iou_com: 0.7175 - s_co_bce:0.4330 - s_bg_bce: 0.4098 - s_com_bce: 0.4671 - s_co_1_bce: 0.4265 - s_co_2_bce: 0.4265 - s_iou:0.4070 - s_iou_com:0.7096 batch_size: 0.7063987851142883 2024-01-18 22:03:59,459 Whole iter step:272 - epoch progress:0/300 - total_loss:7.5099 - f_co_bce:0.5673 - f_bg_bce: 0.4940 - f_com_bce: 0.7147 - f_iou: 0.7982 - f_iou_com: 0.8176 - s_co_bce:0.5061 - s_bg_bce: 0.4513 - s_com_bce: 0.5110 - s_co_1_bce: 0.5267 - s_co_2_bce: 0.5267 - s_iou:0.5022 - s_iou_com:0.8099 batch_size: 0.8109384775161743 2024-01-18 22:04:00,628 Whole iter step:273 - epoch progress:0/300 - total_loss:6.8515 - f_co_bce:0.5259 - f_bg_bce: 0.4670 - f_com_bce: 0.6311 - f_iou: 0.7555 - f_iou_com: 0.7875 - s_co_bce:0.4516 - s_bg_bce: 0.3960 - s_com_bce: 0.4551 - s_co_1_bce: 0.4829 - s_co_2_bce: 0.4829 - s_iou:0.4550 - s_iou_com:0.7224 batch_size: 0.7215356230735779 2024-01-18 22:04:01,863 Whole iter step:274 - epoch progress:0/300 - total_loss:7.4990 - f_co_bce:0.5739 - f_bg_bce: 0.4960 - f_com_bce: 0.6870 - f_iou: 0.8073 - f_iou_com: 0.8386 - s_co_bce:0.4899 - s_bg_bce: 0.4620 - s_com_bce: 0.4767 - s_co_1_bce: 0.5603 - s_co_2_bce: 0.5603 - s_iou:0.5344 - s_iou_com:0.7850 batch_size: 0.7879149913787842 2024-01-18 22:04:03,052 Whole iter step:275 - epoch progress:0/300 - total_loss:6.6748 - f_co_bce:0.4936 - f_bg_bce: 0.4522 - f_com_bce: 0.6186 - f_iou: 0.7106 - f_iou_com: 0.7040 - s_co_bce:0.4767 - s_bg_bce: 0.4476 - s_com_bce: 0.4861 - s_co_1_bce: 0.4560 - s_co_2_bce: 0.4560 - s_iou:0.4389 - s_iou_com:0.6984 batch_size: 0.6921070218086243 2024-01-18 22:04:04,238 Whole iter step:276 - epoch progress:0/300 - total_loss:8.9978 - f_co_bce:0.7261 - f_bg_bce: 0.6128 - f_com_bce: 0.8400 - f_iou: 0.9084 - f_iou_com: 0.9082 - s_co_bce:0.6791 - s_bg_bce: 0.5730 - s_com_bce: 0.6675 - s_co_1_bce: 0.6514 - s_co_2_bce: 0.6514 - s_iou:0.6135 - s_iou_com:0.9104 batch_size: 0.9074345827102661 2024-01-18 22:04:05,440 Whole iter step:277 - epoch progress:0/300 - total_loss:5.7150 - f_co_bce:0.4249 - f_bg_bce: 0.4547 - f_com_bce: 0.4400 - f_iou: 0.5965 - f_iou_com: 0.5427 - s_co_bce:0.4250 - s_bg_bce: 0.4191 - s_com_bce: 0.4396 - s_co_1_bce: 0.4280 - s_co_2_bce: 0.4280 - s_iou:0.4284 - s_iou_com:0.5627 batch_size: 0.5532662272453308 2024-01-18 22:04:06,681 Whole iter step:278 - epoch progress:0/300 - total_loss:6.2713 - f_co_bce:0.3624 - f_bg_bce: 0.3217 - f_com_bce: 0.6058 - f_iou: 0.7657 - f_iou_com: 0.7865 - s_co_bce:0.4114 - s_bg_bce: 0.3570 - s_com_bce: 0.4332 - s_co_1_bce: 0.3520 - s_co_2_bce: 0.3520 - s_iou:0.3334 - s_iou_com:0.7729 batch_size: 0.769368588924408 2024-01-18 22:04:07,836 Whole iter step:279 - epoch progress:0/300 - total_loss:5.7151 - f_co_bce:0.3404 - f_bg_bce: 0.3143 - f_com_bce: 0.5529 - f_iou: 0.6814 - f_iou_com: 0.7358 - s_co_bce:0.3610 - s_bg_bce: 0.3393 - s_com_bce: 0.3833 - s_co_1_bce: 0.3290 - s_co_2_bce: 0.3290 - s_iou:0.3257 - s_iou_com:0.6728 batch_size: 0.6792094111442566 2024-01-18 22:04:08,998 Whole iter step:280 - epoch progress:0/300 - total_loss:6.9092 - f_co_bce:0.4852 - f_bg_bce: 0.4544 - f_com_bce: 0.6072 - f_iou: 0.7124 - f_iou_com: 0.7157 - s_co_bce:0.5250 - s_bg_bce: 0.4684 - s_com_bce: 0.5265 - s_co_1_bce: 0.5060 - s_co_2_bce: 0.5060 - s_iou:0.4823 - s_iou_com:0.7144 batch_size: 0.7117004990577698 2024-01-18 22:04:10,297 Whole iter step:281 - epoch progress:0/300 - total_loss:5.9778 - f_co_bce:0.3468 - f_bg_bce: 0.3130 - f_com_bce: 0.5525 - f_iou: 0.7052 - f_iou_com: 0.7407 - s_co_bce:0.4076 - s_bg_bce: 0.3650 - s_com_bce: 0.4175 - s_co_1_bce: 0.3857 - s_co_2_bce: 0.3857 - s_iou:0.3541 - s_iou_com:0.6954 batch_size: 0.6942546367645264 2024-01-18 22:04:11,551 Whole iter step:282 - epoch progress:0/300 - total_loss:5.4702 - f_co_bce:0.4027 - f_bg_bce: 0.4182 - f_com_bce: 0.4163 - f_iou: 0.6117 - f_iou_com: 0.5878 - s_co_bce:0.3571 - s_bg_bce: 0.3975 - s_com_bce: 0.3460 - s_co_1_bce: 0.4230 - s_co_2_bce: 0.4230 - s_iou:0.4311 - s_iou_com:0.5430 batch_size: 0.5358933806419373 2024-01-18 22:04:12,715 Whole iter step:283 - epoch progress:0/300 - total_loss:6.6088 - f_co_bce:0.4225 - f_bg_bce: 0.3746 - f_com_bce: 0.6090 - f_iou: 0.7458 - f_iou_com: 0.7596 - s_co_bce:0.4912 - s_bg_bce: 0.4101 - s_com_bce: 0.4798 - s_co_1_bce: 0.4188 - s_co_2_bce: 0.4188 - s_iou:0.4171 - s_iou_com:0.7392 batch_size: 0.7412588000297546 2024-01-18 22:04:13,943 Whole iter step:284 - epoch progress:0/300 - total_loss:6.7310 - f_co_bce:0.3736 - f_bg_bce: 0.3343 - f_com_bce: 0.6631 - f_iou: 0.8813 - f_iou_com: 0.8791 - s_co_bce:0.4412 - s_bg_bce: 0.3429 - s_com_bce: 0.4682 - s_co_1_bce: 0.3168 - s_co_2_bce: 0.3168 - s_iou:0.2964 - s_iou_com:0.8695 batch_size: 0.8645005226135254 2024-01-18 22:04:15,173 Whole iter step:285 - epoch progress:0/300 - total_loss:6.9233 - f_co_bce:0.4615 - f_bg_bce: 0.4213 - f_com_bce: 0.6587 - f_iou: 0.7824 - f_iou_com: 0.8066 - s_co_bce:0.4713 - s_bg_bce: 0.4518 - s_com_bce: 0.4631 - s_co_1_bce: 0.4513 - s_co_2_bce: 0.4513 - s_iou:0.4202 - s_iou_com:0.7644 batch_size: 0.7705003023147583 2024-01-18 22:04:16,345 Whole iter step:286 - epoch progress:0/300 - total_loss:5.2880 - f_co_bce:0.3305 - f_bg_bce: 0.3810 - f_com_bce: 0.4414 - f_iou: 0.6165 - f_iou_com: 0.6095 - s_co_bce:0.3289 - s_bg_bce: 0.3705 - s_com_bce: 0.3329 - s_co_1_bce: 0.3801 - s_co_2_bce: 0.3801 - s_iou:0.3795 - s_iou_com:0.5621 batch_size: 0.5551790595054626 2024-01-18 22:04:17,636 Whole iter step:287 - epoch progress:0/300 - total_loss:6.4567 - f_co_bce:0.4095 - f_bg_bce: 0.4508 - f_com_bce: 0.4982 - f_iou: 0.6886 - f_iou_com: 0.6693 - s_co_bce:0.4434 - s_bg_bce: 0.5084 - s_com_bce: 0.4619 - s_co_1_bce: 0.4771 - s_co_2_bce: 0.4771 - s_iou:0.4859 - s_iou_com:0.6864 batch_size: 0.6772924661636353 2024-01-18 22:04:18,871 Whole iter step:288 - epoch progress:0/300 - total_loss:5.7235 - f_co_bce:0.3484 - f_bg_bce: 0.3471 - f_com_bce: 0.5006 - f_iou: 0.6354 - f_iou_com: 0.6791 - s_co_bce:0.3707 - s_bg_bce: 0.3969 - s_com_bce: 0.3863 - s_co_1_bce: 0.3843 - s_co_2_bce: 0.3843 - s_iou:0.3757 - s_iou_com:0.6450 batch_size: 0.6539356708526611 2024-01-18 22:04:20,026 Whole iter step:289 - epoch progress:0/300 - total_loss:6.6422 - f_co_bce:0.4283 - f_bg_bce: 0.4002 - f_com_bce: 0.6436 - f_iou: 0.7771 - f_iou_com: 0.7928 - s_co_bce:0.4369 - s_bg_bce: 0.3893 - s_com_bce: 0.4650 - s_co_1_bce: 0.4039 - s_co_2_bce: 0.4039 - s_iou:0.3832 - s_iou_com:0.7649 batch_size: 0.7570292353630066 2024-01-18 22:04:21,275 Whole iter step:290 - epoch progress:0/300 - total_loss:5.2593 - f_co_bce:0.3129 - f_bg_bce: 0.3452 - f_com_bce: 0.3913 - f_iou: 0.5721 - f_iou_com: 0.5876 - s_co_bce:0.3581 - s_bg_bce: 0.4039 - s_com_bce: 0.3466 - s_co_1_bce: 0.4015 - s_co_2_bce: 0.4015 - s_iou:0.4074 - s_iou_com:0.5662 batch_size: 0.5664982199668884 2024-01-18 22:04:22,450 Whole iter step:291 - epoch progress:0/300 - total_loss:6.1014 - f_co_bce:0.3517 - f_bg_bce: 0.2982 - f_com_bce: 0.6539 - f_iou: 0.7770 - f_iou_com: 0.8124 - s_co_bce:0.3752 - s_bg_bce: 0.3167 - s_com_bce: 0.4075 - s_co_1_bce: 0.3139 - s_co_2_bce: 0.3139 - s_iou:0.2843 - s_iou_com:0.7584 batch_size: 0.7522630095481873 2024-01-18 22:04:23,606 Whole iter step:292 - epoch progress:0/300 - total_loss:4.8581 - f_co_bce:0.2787 - f_bg_bce: 0.3234 - f_com_bce: 0.3823 - f_iou: 0.5251 - f_iou_com: 0.5600 - s_co_bce:0.3102 - s_bg_bce: 0.3716 - s_com_bce: 0.3220 - s_co_1_bce: 0.3616 - s_co_2_bce: 0.3616 - s_iou:0.3585 - s_iou_com:0.5294 batch_size: 0.5352572798728943 2024-01-18 22:04:24,774 Whole iter step:293 - epoch progress:0/300 - total_loss:5.5117 - f_co_bce:0.3693 - f_bg_bce: 0.3883 - f_com_bce: 0.4655 - f_iou: 0.5950 - f_iou_com: 0.6175 - s_co_bce:0.3906 - s_bg_bce: 0.3843 - s_com_bce: 0.4135 - s_co_1_bce: 0.3641 - s_co_2_bce: 0.3641 - s_iou:0.3828 - s_iou_com:0.5761 batch_size: 0.5646373629570007 2024-01-18 22:04:25,933 Whole iter step:294 - epoch progress:0/300 - total_loss:5.4601 - f_co_bce:0.2840 - f_bg_bce: 0.2651 - f_com_bce: 0.5600 - f_iou: 0.6944 - f_iou_com: 0.7848 - s_co_bce:0.3170 - s_bg_bce: 0.2814 - s_com_bce: 0.3303 - s_co_1_bce: 0.3097 - s_co_2_bce: 0.3097 - s_iou:0.2786 - s_iou_com:0.6830 batch_size: 0.6717153787612915 2024-01-18 22:04:27,153 Whole iter step:295 - epoch progress:0/300 - total_loss:5.9313 - f_co_bce:0.4054 - f_bg_bce: 0.3874 - f_com_bce: 0.5544 - f_iou: 0.7125 - f_iou_com: 0.7198 - s_co_bce:0.3422 - s_bg_bce: 0.3589 - s_com_bce: 0.3672 - s_co_1_bce: 0.3940 - s_co_2_bce: 0.3940 - s_iou:0.3777 - s_iou_com:0.6572 batch_size: 0.6546325087547302 2024-01-18 22:04:28,315 Whole iter step:296 - epoch progress:0/300 - total_loss:7.3991 - f_co_bce:0.6479 - f_bg_bce: 0.7028 - f_com_bce: 0.4841 - f_iou: 0.6387 - f_iou_com: 0.5223 - s_co_bce:0.5808 - s_bg_bce: 0.6355 - s_com_bce: 0.5492 - s_co_1_bce: 0.7173 - s_co_2_bce: 0.7173 - s_iou:0.7569 - s_iou_com:0.6052 batch_size: 0.5583502650260925 2024-01-18 22:04:29,530 Whole iter step:297 - epoch progress:0/300 - total_loss:6.1436 - f_co_bce:0.5001 - f_bg_bce: 0.5374 - f_com_bce: 0.3877 - f_iou: 0.5571 - f_iou_com: 0.4877 - s_co_bce:0.4993 - s_bg_bce: 0.5401 - s_com_bce: 0.4880 - s_co_1_bce: 0.5400 - s_co_2_bce: 0.5400 - s_iou:0.5673 - s_iou_com:0.5405 batch_size: 0.498385488986969 2024-01-18 22:04:30,686 Whole iter step:298 - epoch progress:0/300 - total_loss:5.1406 - f_co_bce:0.3360 - f_bg_bce: 0.3381 - f_com_bce: 0.4560 - f_iou: 0.5632 - f_iou_com: 0.5955 - s_co_bce:0.3443 - s_bg_bce: 0.3386 - s_com_bce: 0.3623 - s_co_1_bce: 0.3545 - s_co_2_bce: 0.3545 - s_iou:0.3432 - s_iou_com:0.5562 batch_size: 0.5527826547622681 2024-01-18 22:04:31,842 Whole iter step:299 - epoch progress:0/300 - total_loss:5.0049 - f_co_bce:0.3240 - f_bg_bce: 0.3178 - f_com_bce: 0.4243 - f_iou: 0.5492 - f_iou_com: 0.6233 - s_co_bce:0.3177 - s_bg_bce: 0.3116 - s_com_bce: 0.3110 - s_co_1_bce: 0.3956 - s_co_2_bce: 0.3956 - s_iou:0.3809 - s_iou_com:0.5310 batch_size: 0.5185859799385071 2024-01-18 22:04:33,006 Whole iter step:300 - epoch progress:0/300 - total_loss:6.5915 - f_co_bce:0.4462 - f_bg_bce: 0.3810 - f_com_bce: 0.6225 - f_iou: 0.7347 - f_iou_com: 0.7663 - s_co_bce:0.4512 - s_bg_bce: 0.4040 - s_com_bce: 0.4791 - s_co_1_bce: 0.4158 - s_co_2_bce: 0.4158 - s_iou:0.3989 - s_iou_com:0.7443 batch_size: 0.7472671866416931 2024-01-18 22:04:34,221 Whole iter step:301 - epoch progress:0/300 - total_loss:6.0989 - f_co_bce:0.4350 - f_bg_bce: 0.3569 - f_com_bce: 0.6314 - f_iou: 0.7299 - f_iou_com: 0.7518 - s_co_bce:0.3584 - s_bg_bce: 0.3312 - s_com_bce: 0.4137 - s_co_1_bce: 0.3339 - s_co_2_bce: 0.3339 - s_iou:0.3320 - s_iou_com:0.7116 batch_size: 0.7131279110908508 2024-01-18 22:04:35,375 Whole iter step:302 - epoch progress:0/300 - total_loss:6.7917 - f_co_bce:0.5487 - f_bg_bce: 0.5306 - f_com_bce: 0.5387 - f_iou: 0.5552 - f_iou_com: 0.5413 - s_co_bce:0.6058 - s_bg_bce: 0.6093 - s_com_bce: 0.6111 - s_co_1_bce: 0.5506 - s_co_2_bce: 0.5506 - s_iou:0.5398 - s_iou_com:0.5810 batch_size: 0.5796314477920532 2024-01-18 22:04:36,538 Whole iter step:303 - epoch progress:0/300 - total_loss:4.6272 - f_co_bce:0.2904 - f_bg_bce: 0.2625 - f_com_bce: 0.4494 - f_iou: 0.5350 - f_iou_com: 0.6087 - s_co_bce:0.2654 - s_bg_bce: 0.2800 - s_com_bce: 0.2792 - s_co_1_bce: 0.2838 - s_co_2_bce: 0.2838 - s_iou:0.2777 - s_iou_com:0.5548 batch_size: 0.5402748584747314 2024-01-18 22:04:37,694 Whole iter step:304 - epoch progress:0/300 - total_loss:5.0273 - f_co_bce:0.3453 - f_bg_bce: 0.3365 - f_com_bce: 0.4087 - f_iou: 0.5367 - f_iou_com: 0.5675 - s_co_bce:0.3350 - s_bg_bce: 0.3332 - s_com_bce: 0.3445 - s_co_1_bce: 0.3863 - s_co_2_bce: 0.3863 - s_iou:0.3694 - s_iou_com:0.5343 batch_size: 0.5297309160232544 2024-01-18 22:04:38,851 Whole iter step:305 - epoch progress:0/300 - total_loss:6.2289 - f_co_bce:0.4722 - f_bg_bce: 0.4040 - f_com_bce: 0.6270 - f_iou: 0.6850 - f_iou_com: 0.7530 - s_co_bce:0.3785 - s_bg_bce: 0.3546 - s_com_bce: 0.3903 - s_co_1_bce: 0.4512 - s_co_2_bce: 0.4512 - s_iou:0.4110 - s_iou_com:0.6540 batch_size: 0.64786696434021 2024-01-18 22:04:40,010 Whole iter step:306 - epoch progress:0/300 - total_loss:5.3236 - f_co_bce:0.3604 - f_bg_bce: 0.3377 - f_com_bce: 0.4689 - f_iou: 0.6080 - f_iou_com: 0.6156 - s_co_bce:0.3365 - s_bg_bce: 0.3441 - s_com_bce: 0.3782 - s_co_1_bce: 0.3428 - s_co_2_bce: 0.3428 - s_iou:0.3335 - s_iou_com:0.6044 batch_size: 0.5935988426208496 2024-01-18 22:04:41,241 Whole iter step:307 - epoch progress:0/300 - total_loss:4.6278 - f_co_bce:0.3157 - f_bg_bce: 0.3088 - f_com_bce: 0.3867 - f_iou: 0.4787 - f_iou_com: 0.5216 - s_co_bce:0.3138 - s_bg_bce: 0.3196 - s_com_bce: 0.3173 - s_co_1_bce: 0.3600 - s_co_2_bce: 0.3600 - s_iou:0.3465 - s_iou_com:0.4786 batch_size: 0.480459988117218 2024-01-18 22:04:42,396 Whole iter step:308 - epoch progress:0/300 - total_loss:7.8627 - f_co_bce:0.6006 - f_bg_bce: 0.4243 - f_com_bce: 0.8614 - f_iou: 0.9178 - f_iou_com: 0.9304 - s_co_bce:0.5026 - s_bg_bce: 0.4045 - s_com_bce: 0.5544 - s_co_1_bce: 0.4523 - s_co_2_bce: 0.4523 - s_iou:0.4087 - s_iou_com:0.9022 batch_size: 0.9034008383750916 2024-01-18 22:04:43,619 Whole iter step:309 - epoch progress:0/300 - total_loss:5.8780 - f_co_bce:0.4671 - f_bg_bce: 0.5578 - f_com_bce: 0.3802 - f_iou: 0.4718 - f_iou_com: 0.4082 - s_co_bce:0.5056 - s_bg_bce: 0.5810 - s_com_bce: 0.4748 - s_co_1_bce: 0.5388 - s_co_2_bce: 0.5388 - s_iou:0.5551 - s_iou_com:0.4817 batch_size: 0.4559439718723297 2024-01-18 22:04:44,771 Whole iter step:310 - epoch progress:0/300 - total_loss:4.6395 - f_co_bce:0.3213 - f_bg_bce: 0.2992 - f_com_bce: 0.3932 - f_iou: 0.4668 - f_iou_com: 0.4895 - s_co_bce:0.3363 - s_bg_bce: 0.3429 - s_com_bce: 0.3386 - s_co_1_bce: 0.3526 - s_co_2_bce: 0.3526 - s_iou:0.3449 - s_iou_com:0.4733 batch_size: 0.4809668958187103 2024-01-18 22:04:45,994 Whole iter step:311 - epoch progress:0/300 - total_loss:5.0307 - f_co_bce:0.3076 - f_bg_bce: 0.3146 - f_com_bce: 0.3764 - f_iou: 0.4883 - f_iou_com: 0.4941 - s_co_bce:0.3989 - s_bg_bce: 0.4091 - s_com_bce: 0.4032 - s_co_1_bce: 0.3838 - s_co_2_bce: 0.3838 - s_iou:0.3861 - s_iou_com:0.5358 batch_size: 0.5327682495117188 2024-01-18 22:04:47,225 Whole iter step:312 - epoch progress:0/300 - total_loss:6.8744 - f_co_bce:0.4852 - f_bg_bce: 0.4471 - f_com_bce: 0.6211 - f_iou: 0.6463 - f_iou_com: 0.6454 - s_co_bce:0.5858 - s_bg_bce: 0.5351 - s_com_bce: 0.6039 - s_co_1_bce: 0.5045 - s_co_2_bce: 0.5045 - s_iou:0.4916 - s_iou_com:0.6536 batch_size: 0.6550092697143555 2024-01-18 22:04:48,441 Whole iter step:313 - epoch progress:0/300 - total_loss:4.9255 - f_co_bce:0.3011 - f_bg_bce: 0.3225 - f_com_bce: 0.3874 - f_iou: 0.4873 - f_iou_com: 0.5382 - s_co_bce:0.3573 - s_bg_bce: 0.3782 - s_com_bce: 0.3653 - s_co_1_bce: 0.3815 - s_co_2_bce: 0.3815 - s_iou:0.3731 - s_iou_com:0.5168 batch_size: 0.5167255401611328 2024-01-18 22:04:49,678 Whole iter step:314 - epoch progress:0/300 - total_loss:8.0198 - f_co_bce:0.6941 - f_bg_bce: 0.5589 - f_com_bce: 0.8719 - f_iou: 0.7648 - f_iou_com: 0.8186 - s_co_bce:0.5833 - s_bg_bce: 0.4800 - s_com_bce: 0.5919 - s_co_1_bce: 0.6013 - s_co_2_bce: 0.6013 - s_iou:0.5389 - s_iou_com:0.7567 batch_size: 0.7595356702804565 2024-01-18 22:04:50,898 Whole iter step:315 - epoch progress:0/300 - total_loss:6.5432 - f_co_bce:0.5177 - f_bg_bce: 0.4183 - f_com_bce: 0.6217 - f_iou: 0.6032 - f_iou_com: 0.5949 - s_co_bce:0.5656 - s_bg_bce: 0.4830 - s_com_bce: 0.5956 - s_co_1_bce: 0.4876 - s_co_2_bce: 0.4876 - s_iou:0.4794 - s_iou_com:0.5877 batch_size: 0.5885438919067383 2024-01-18 22:04:52,122 Whole iter step:316 - epoch progress:0/300 - total_loss:6.0430 - f_co_bce:0.3764 - f_bg_bce: 0.3265 - f_com_bce: 0.6214 - f_iou: 0.7448 - f_iou_com: 0.7786 - s_co_bce:0.3730 - s_bg_bce: 0.3174 - s_com_bce: 0.4194 - s_co_1_bce: 0.3031 - s_co_2_bce: 0.3031 - s_iou:0.3050 - s_iou_com:0.7400 batch_size: 0.737366795539856 2024-01-18 22:04:53,349 Whole iter step:317 - epoch progress:0/300 - total_loss:6.5457 - f_co_bce:0.4748 - f_bg_bce: 0.4023 - f_com_bce: 0.6755 - f_iou: 0.7001 - f_iou_com: 0.7441 - s_co_bce:0.4512 - s_bg_bce: 0.3726 - s_com_bce: 0.4612 - s_co_1_bce: 0.4599 - s_co_2_bce: 0.4599 - s_iou:0.4269 - s_iou_com:0.6892 batch_size: 0.6878893971443176 2024-01-18 22:04:54,568 Whole iter step:318 - epoch progress:0/300 - total_loss:6.9099 - f_co_bce:0.4723 - f_bg_bce: 0.3575 - f_com_bce: 0.7467 - f_iou: 0.7421 - f_iou_com: 0.7745 - s_co_bce:0.5330 - s_bg_bce: 0.4172 - s_com_bce: 0.5572 - s_co_1_bce: 0.4312 - s_co_2_bce: 0.4312 - s_iou:0.3722 - s_iou_com:0.7545 batch_size: 0.7513753175735474 2024-01-18 22:04:55,731 Whole iter step:319 - epoch progress:0/300 - total_loss:5.6864 - f_co_bce:0.3487 - f_bg_bce: 0.3263 - f_com_bce: 0.5358 - f_iou: 0.6223 - f_iou_com: 0.6587 - s_co_bce:0.4075 - s_bg_bce: 0.3664 - s_com_bce: 0.4175 - s_co_1_bce: 0.3838 - s_co_2_bce: 0.3838 - s_iou:0.3662 - s_iou_com:0.6263 batch_size: 0.6268457174301147 2024-01-18 22:04:56,894 Whole iter step:320 - epoch progress:0/300 - total_loss:5.8895 - f_co_bce:0.3840 - f_bg_bce: 0.3948 - f_com_bce: 0.4921 - f_iou: 0.6338 - f_iou_com: 0.6209 - s_co_bce:0.4194 - s_bg_bce: 0.4012 - s_com_bce: 0.4291 - s_co_1_bce: 0.4176 - s_co_2_bce: 0.4176 - s_iou:0.4080 - s_iou_com:0.6464 batch_size: 0.6422169804573059 2024-01-18 22:04:58,127 Whole iter step:321 - epoch progress:0/300 - total_loss:6.3644 - f_co_bce:0.5334 - f_bg_bce: 0.5952 - f_com_bce: 0.4542 - f_iou: 0.5567 - f_iou_com: 0.4860 - s_co_bce:0.5099 - s_bg_bce: 0.5645 - s_com_bce: 0.5087 - s_co_1_bce: 0.5415 - s_co_2_bce: 0.5415 - s_iou:0.5707 - s_iou_com:0.5279 batch_size: 0.5157329440116882 2024-01-18 22:04:59,359 Whole iter step:322 - epoch progress:0/300 - total_loss:7.1344 - f_co_bce:0.4900 - f_bg_bce: 0.4382 - f_com_bce: 0.6978 - f_iou: 0.7828 - f_iou_com: 0.7946 - s_co_bce:0.5074 - s_bg_bce: 0.4315 - s_com_bce: 0.5004 - s_co_1_bce: 0.4783 - s_co_2_bce: 0.4783 - s_iou:0.4573 - s_iou_com:0.7765 batch_size: 0.7796129584312439 2024-01-18 22:05:00,580 Whole iter step:323 - epoch progress:0/300 - total_loss:6.6613 - f_co_bce:0.4324 - f_bg_bce: 0.3830 - f_com_bce: 0.6096 - f_iou: 0.7253 - f_iou_com: 0.7403 - s_co_bce:0.4898 - s_bg_bce: 0.4204 - s_com_bce: 0.4872 - s_co_1_bce: 0.4587 - s_co_2_bce: 0.4587 - s_iou:0.4283 - s_iou_com:0.7414 batch_size: 0.7449469566345215 2024-01-18 22:05:01,735 Whole iter step:324 - epoch progress:0/300 - total_loss:5.2266 - f_co_bce:0.2696 - f_bg_bce: 0.2710 - f_com_bce: 0.4981 - f_iou: 0.6622 - f_iou_com: 0.7031 - s_co_bce:0.3001 - s_bg_bce: 0.3403 - s_com_bce: 0.3230 - s_co_1_bce: 0.2880 - s_co_2_bce: 0.2880 - s_iou:0.2845 - s_iou_com:0.6463 batch_size: 0.6402716636657715 2024-01-18 22:05:03,011 Whole iter step:325 - epoch progress:0/300 - total_loss:6.5392 - f_co_bce:0.4808 - f_bg_bce: 0.5200 - f_com_bce: 0.5089 - f_iou: 0.6606 - f_iou_com: 0.6308 - s_co_bce:0.4545 - s_bg_bce: 0.5110 - s_com_bce: 0.4671 - s_co_1_bce: 0.5287 - s_co_2_bce: 0.5287 - s_iou:0.5194 - s_iou_com:0.6366 batch_size: 0.6208814978599548 2024-01-18 22:05:04,310 Whole iter step:326 - epoch progress:0/300 - total_loss:6.4070 - f_co_bce:0.3681 - f_bg_bce: 0.3526 - f_com_bce: 0.6099 - f_iou: 0.7239 - f_iou_com: 0.7293 - s_co_bce:0.4467 - s_bg_bce: 0.4157 - s_com_bce: 0.4640 - s_co_1_bce: 0.4213 - s_co_2_bce: 0.4213 - s_iou:0.4010 - s_iou_com:0.7398 batch_size: 0.7348480224609375 2024-01-18 22:05:05,538 Whole iter step:327 - epoch progress:0/300 - total_loss:4.7941 - f_co_bce:0.3296 - f_bg_bce: 0.4100 - f_com_bce: 0.3038 - f_iou: 0.4922 - f_iou_com: 0.4382 - s_co_bce:0.3290 - s_bg_bce: 0.4142 - s_com_bce: 0.3322 - s_co_1_bce: 0.4178 - s_co_2_bce: 0.4178 - s_iou:0.4305 - s_iou_com:0.4516 batch_size: 0.44494685530662537 2024-01-18 22:05:06,690 Whole iter step:328 - epoch progress:0/300 - total_loss:5.8315 - f_co_bce:0.4098 - f_bg_bce: 0.4668 - f_com_bce: 0.4228 - f_iou: 0.6068 - f_iou_com: 0.5450 - s_co_bce:0.4124 - s_bg_bce: 0.4811 - s_com_bce: 0.4041 - s_co_1_bce: 0.4830 - s_co_2_bce: 0.4830 - s_iou:0.4854 - s_iou_com:0.5637 batch_size: 0.5505298972129822 2024-01-18 22:05:07,840 Whole iter step:329 - epoch progress:0/300 - total_loss:6.1329 - f_co_bce:0.3689 - f_bg_bce: 0.3534 - f_com_bce: 0.5747 - f_iou: 0.7050 - f_iou_com: 0.7320 - s_co_bce:0.4030 - s_bg_bce: 0.3962 - s_com_bce: 0.4156 - s_co_1_bce: 0.4215 - s_co_2_bce: 0.4215 - s_iou:0.3871 - s_iou_com:0.6891 batch_size: 0.6862621307373047 2024-01-18 22:05:09,010 Whole iter step:330 - epoch progress:0/300 - total_loss:6.2221 - f_co_bce:0.3526 - f_bg_bce: 0.3039 - f_com_bce: 0.6534 - f_iou: 0.7878 - f_iou_com: 0.8390 - s_co_bce:0.3609 - s_bg_bce: 0.3445 - s_com_bce: 0.3758 - s_co_1_bce: 0.3341 - s_co_2_bce: 0.3341 - s_iou:0.3072 - s_iou_com:0.7818 batch_size: 0.7809891104698181 2024-01-18 22:05:10,310 Whole iter step:331 - epoch progress:0/300 - total_loss:4.4886 - f_co_bce:0.2916 - f_bg_bce: 0.3839 - f_com_bce: 0.2949 - f_iou: 0.4764 - f_iou_com: 0.4546 - s_co_bce:0.2848 - s_bg_bce: 0.3968 - s_com_bce: 0.2800 - s_co_1_bce: 0.3822 - s_co_2_bce: 0.3822 - s_iou:0.3847 - s_iou_com:0.4394 batch_size: 0.41940775513648987 2024-01-18 22:05:11,560 Whole iter step:332 - epoch progress:0/300 - total_loss:5.3893 - f_co_bce:0.3947 - f_bg_bce: 0.4388 - f_com_bce: 0.3883 - f_iou: 0.5290 - f_iou_com: 0.5062 - s_co_bce:0.4028 - s_bg_bce: 0.4424 - s_com_bce: 0.4111 - s_co_1_bce: 0.4398 - s_co_2_bce: 0.4398 - s_iou:0.4305 - s_iou_com:0.5047 batch_size: 0.5010153651237488 2024-01-18 22:05:12,876 Whole iter step:333 - epoch progress:0/300 - total_loss:5.8567 - f_co_bce:0.3125 - f_bg_bce: 0.2487 - f_com_bce: 0.6037 - f_iou: 0.7879 - f_iou_com: 0.8451 - s_co_bce:0.2999 - s_bg_bce: 0.2921 - s_com_bce: 0.3330 - s_co_1_bce: 0.3093 - s_co_2_bce: 0.3093 - s_iou:0.2766 - s_iou_com:0.7746 batch_size: 0.7734031677246094 2024-01-18 22:05:14,139 Whole iter step:334 - epoch progress:0/300 - total_loss:4.7514 - f_co_bce:0.3448 - f_bg_bce: 0.3804 - f_com_bce: 0.3662 - f_iou: 0.4752 - f_iou_com: 0.4797 - s_co_bce:0.3319 - s_bg_bce: 0.3610 - s_com_bce: 0.3358 - s_co_1_bce: 0.3950 - s_co_2_bce: 0.3950 - s_iou:0.3818 - s_iou_com:0.4515 batch_size: 0.44810643792152405 2024-01-18 22:05:15,378 Whole iter step:335 - epoch progress:0/300 - total_loss:5.6574 - f_co_bce:0.3314 - f_bg_bce: 0.2996 - f_com_bce: 0.5434 - f_iou: 0.6518 - f_iou_com: 0.6968 - s_co_bce:0.3845 - s_bg_bce: 0.3426 - s_com_bce: 0.4163 - s_co_1_bce: 0.3409 - s_co_2_bce: 0.3409 - s_iou:0.3201 - s_iou_com:0.6692 batch_size: 0.6607934832572937 2024-01-18 22:05:16,546 Whole iter step:336 - epoch progress:0/300 - total_loss:5.0029 - f_co_bce:0.3044 - f_bg_bce: 0.3184 - f_com_bce: 0.4166 - f_iou: 0.5363 - f_iou_com: 0.5694 - s_co_bce:0.3384 - s_bg_bce: 0.3267 - s_com_bce: 0.3989 - s_co_1_bce: 0.3353 - s_co_2_bce: 0.3353 - s_iou:0.3374 - s_iou_com:0.5610 batch_size: 0.5599111914634705 2024-01-18 22:05:17,850 Whole iter step:337 - epoch progress:0/300 - total_loss:8.5501 - f_co_bce:0.8316 - f_bg_bce: 0.7786 - f_com_bce: 0.6854 - f_iou: 0.6337 - f_iou_com: 0.5891 - s_co_bce:0.7775 - s_bg_bce: 0.7764 - s_com_bce: 0.8175 - s_co_1_bce: 0.6956 - s_co_2_bce: 0.6956 - s_iou:0.7063 - s_iou_com:0.6341 batch_size: 0.6242803931236267 2024-01-18 22:05:19,011 Whole iter step:338 - epoch progress:0/300 - total_loss:5.9843 - f_co_bce:0.4542 - f_bg_bce: 0.4771 - f_com_bce: 0.4462 - f_iou: 0.5601 - f_iou_com: 0.5342 - s_co_bce:0.4557 - s_bg_bce: 0.4712 - s_com_bce: 0.4624 - s_co_1_bce: 0.4988 - s_co_2_bce: 0.4988 - s_iou:0.4969 - s_iou_com:0.5724 batch_size: 0.5552739500999451 2024-01-18 22:05:20,245 Whole iter step:339 - epoch progress:0/300 - total_loss:14.2960 - f_co_bce:1.6717 - f_bg_bce: 1.4373 - f_com_bce: 1.0992 - f_iou: 0.6379 - f_iou_com: 0.5504 - s_co_bce:1.6822 - s_bg_bce: 1.5867 - s_com_bce: 1.7526 - s_co_1_bce: 1.2847 - s_co_2_bce: 1.2847 - s_iou:1.3527 - s_iou_com:0.6219 batch_size: 0.6188299059867859 2024-01-18 22:05:21,412 Whole iter step:340 - epoch progress:0/300 - total_loss:6.6514 - f_co_bce:0.4642 - f_bg_bce: 0.3666 - f_com_bce: 0.6513 - f_iou: 0.7462 - f_iou_com: 0.7728 - s_co_bce:0.4621 - s_bg_bce: 0.4113 - s_com_bce: 0.4629 - s_co_1_bce: 0.4061 - s_co_2_bce: 0.4061 - s_iou:0.4053 - s_iou_com:0.7582 batch_size: 0.7445554137229919 2024-01-18 22:05:22,652 Whole iter step:341 - epoch progress:0/300 - total_loss:6.9396 - f_co_bce:0.5598 - f_bg_bce: 0.4861 - f_com_bce: 0.6601 - f_iou: 0.6631 - f_iou_com: 0.6639 - s_co_bce:0.5305 - s_bg_bce: 0.4987 - s_com_bce: 0.5519 - s_co_1_bce: 0.5016 - s_co_2_bce: 0.5016 - s_iou:0.4961 - s_iou_com:0.6668 batch_size: 0.6610206961631775 2024-01-18 22:05:23,888 Whole iter step:342 - epoch progress:0/300 - total_loss:6.1737 - f_co_bce:0.4930 - f_bg_bce: 0.4936 - f_com_bce: 0.4843 - f_iou: 0.5176 - f_iou_com: 0.5228 - s_co_bce:0.5300 - s_bg_bce: 0.5110 - s_com_bce: 0.5198 - s_co_1_bce: 0.5167 - s_co_2_bce: 0.5167 - s_iou:0.4918 - s_iou_com:0.5565 batch_size: 0.5364801287651062 2024-01-18 22:05:25,218 Whole iter step:343 - epoch progress:0/300 - total_loss:6.4087 - f_co_bce:0.5684 - f_bg_bce: 0.6332 - f_com_bce: 0.4778 - f_iou: 0.6034 - f_iou_com: 0.6265 - s_co_bce:0.4060 - s_bg_bce: 0.3919 - s_com_bce: 0.4043 - s_co_1_bce: 0.5443 - s_co_2_bce: 0.5443 - s_iou:0.5668 - s_iou_com:0.5968 batch_size: 0.5895556807518005 2024-01-18 22:05:26,432 Whole iter step:344 - epoch progress:0/300 - total_loss:7.5915 - f_co_bce:0.6050 - f_bg_bce: 0.5027 - f_com_bce: 0.6738 - f_iou: 0.6983 - f_iou_com: 0.7194 - s_co_bce:0.5974 - s_bg_bce: 0.5432 - s_com_bce: 0.6043 - s_co_1_bce: 0.5816 - s_co_2_bce: 0.5816 - s_iou:0.5560 - s_iou_com:0.7594 batch_size: 0.7503463625907898 2024-01-18 22:05:27,666 Whole iter step:345 - epoch progress:0/300 - total_loss:6.3453 - f_co_bce:0.5132 - f_bg_bce: 0.4061 - f_com_bce: 0.6407 - f_iou: 0.6780 - f_iou_com: 0.7416 - s_co_bce:0.4099 - s_bg_bce: 0.3393 - s_com_bce: 0.4188 - s_co_1_bce: 0.4259 - s_co_2_bce: 0.4259 - s_iou:0.4091 - s_iou_com:0.6886 batch_size: 0.6739077568054199 2024-01-18 22:05:28,891 Whole iter step:346 - epoch progress:0/300 - total_loss:7.4988 - f_co_bce:0.6779 - f_bg_bce: 0.6456 - f_com_bce: 0.6339 - f_iou: 0.6999 - f_iou_com: 0.6978 - s_co_bce:0.5323 - s_bg_bce: 0.4863 - s_com_bce: 0.5487 - s_co_1_bce: 0.5752 - s_co_2_bce: 0.5752 - s_iou:0.6065 - s_iou_com:0.6982 batch_size: 0.6966777443885803 2024-01-18 22:05:30,131 Whole iter step:347 - epoch progress:0/300 - total_loss:4.7166 - f_co_bce:0.3051 - f_bg_bce: 0.3625 - f_com_bce: 0.3221 - f_iou: 0.4592 - f_iou_com: 0.4759 - s_co_bce:0.3575 - s_bg_bce: 0.3618 - s_com_bce: 0.3559 - s_co_1_bce: 0.3597 - s_co_2_bce: 0.3597 - s_iou:0.3556 - s_iou_com:0.5045 batch_size: 0.49683085083961487 2024-01-18 22:05:31,388 Whole iter step:348 - epoch progress:0/300 - total_loss:7.4213 - f_co_bce:0.6752 - f_bg_bce: 0.5170 - f_com_bce: 0.6938 - f_iou: 0.7965 - f_iou_com: 0.8162 - s_co_bce:0.4428 - s_bg_bce: 0.3826 - s_com_bce: 0.4435 - s_co_1_bce: 0.5497 - s_co_2_bce: 0.5497 - s_iou:0.5422 - s_iou_com:0.7841 batch_size: 0.7778977751731873 2024-01-18 22:05:32,640 Whole iter step:349 - epoch progress:0/300 - total_loss:9.4899 - f_co_bce:0.8328 - f_bg_bce: 0.7269 - f_com_bce: 0.8213 - f_iou: 0.7679 - f_iou_com: 0.7406 - s_co_bce:0.8644 - s_bg_bce: 0.7345 - s_com_bce: 0.8589 - s_co_1_bce: 0.7938 - s_co_2_bce: 0.7938 - s_iou:0.7893 - s_iou_com:0.7824 batch_size: 0.7771350741386414 2024-01-18 22:05:33,892 Whole iter step:350 - epoch progress:0/300 - total_loss:4.9341 - f_co_bce:0.3014 - f_bg_bce: 0.3292 - f_com_bce: 0.4099 - f_iou: 0.5545 - f_iou_com: 0.6058 - s_co_bce:0.3131 - s_bg_bce: 0.3280 - s_com_bce: 0.3225 - s_co_1_bce: 0.3160 - s_co_2_bce: 0.3160 - s_iou:0.3108 - s_iou_com:0.5751 batch_size: 0.5679923295974731 2024-01-18 22:05:35,136 Whole iter step:351 - epoch progress:0/300 - total_loss:6.1470 - f_co_bce:0.4459 - f_bg_bce: 0.3910 - f_com_bce: 0.5630 - f_iou: 0.6565 - f_iou_com: 0.6788 - s_co_bce:0.4274 - s_bg_bce: 0.3999 - s_com_bce: 0.4678 - s_co_1_bce: 0.3934 - s_co_2_bce: 0.3934 - s_iou:0.3906 - s_iou_com:0.6700 batch_size: 0.6626871824264526 2024-01-18 22:05:36,386 Whole iter step:352 - epoch progress:0/300 - total_loss:5.4005 - f_co_bce:0.3656 - f_bg_bce: 0.3738 - f_com_bce: 0.4614 - f_iou: 0.5750 - f_iou_com: 0.6018 - s_co_bce:0.3573 - s_bg_bce: 0.3611 - s_com_bce: 0.3742 - s_co_1_bce: 0.3930 - s_co_2_bce: 0.3930 - s_iou:0.3858 - s_iou_com:0.5796 batch_size: 0.5720599293708801 2024-01-18 22:05:37,624 Whole iter step:353 - epoch progress:0/300 - total_loss:5.9514 - f_co_bce:0.4133 - f_bg_bce: 0.4401 - f_com_bce: 0.5366 - f_iou: 0.6239 - f_iou_com: 0.6494 - s_co_bce:0.4124 - s_bg_bce: 0.3786 - s_com_bce: 0.4428 - s_co_1_bce: 0.3906 - s_co_2_bce: 0.3906 - s_iou:0.3822 - s_iou_com:0.6412 batch_size: 0.6402697563171387 2024-01-18 22:05:38,863 Whole iter step:354 - epoch progress:0/300 - total_loss:6.6091 - f_co_bce:0.4593 - f_bg_bce: 0.3957 - f_com_bce: 0.5890 - f_iou: 0.6721 - f_iou_com: 0.6721 - s_co_bce:0.4962 - s_bg_bce: 0.4478 - s_com_bce: 0.5186 - s_co_1_bce: 0.5289 - s_co_2_bce: 0.5289 - s_iou:0.5053 - s_iou_com:0.6635 batch_size: 0.6605581641197205 2024-01-18 22:05:40,042 Whole iter step:355 - epoch progress:0/300 - total_loss:6.7550 - f_co_bce:0.5201 - f_bg_bce: 0.4510 - f_com_bce: 0.5690 - f_iou: 0.6217 - f_iou_com: 0.6058 - s_co_bce:0.5732 - s_bg_bce: 0.5247 - s_com_bce: 0.5910 - s_co_1_bce: 0.4945 - s_co_2_bce: 0.4945 - s_iou:0.5019 - s_iou_com:0.6544 batch_size: 0.6476323008537292 2024-01-18 22:05:41,290 Whole iter step:356 - epoch progress:0/300 - total_loss:7.5010 - f_co_bce:0.5743 - f_bg_bce: 0.4565 - f_com_bce: 0.7311 - f_iou: 0.7941 - f_iou_com: 0.8067 - s_co_bce:0.5797 - s_bg_bce: 0.4543 - s_com_bce: 0.6093 - s_co_1_bce: 0.4361 - s_co_2_bce: 0.4361 - s_iou:0.4435 - s_iou_com:0.8068 batch_size: 0.8087450265884399 2024-01-18 22:08:44,236 Evaluating epoch 0 get SM 0.5418 并没有出现SM 是 0.3 这样低的结果，你可以再仔细检查一下

谢谢您的及时回复，因为我也是直接下载的源码进行的实验，所以我在看到这样的结果后也很奇怪，再看到您的训练日志后，我感觉可能是下载的数据集出现了问题，我再检查一下，谢谢！这是我训练第一轮的完整日志： 2024-01-17 23:44:16,813 Starting epoch 1/300. 2024-01-17 23:44:16,814 epoch: 0 ------ lr:1.0000000000000001e-07 2024-01-17 23:44:17,654 Whole iter step:1 - epoch progress:0/300 - total_loss:9.3645 - f_co_bce:0.7098 - f_bg_bce: 0.7804 - f_com_bce: 0.7104 - f_iou: 0.8643 - f_iou_com: 0.8722 - s_co_bce:0.7436 - s_bg_bce: 0.7242 - s_com_bce: 0.7406 - s_co_1_bce: 0.7457 - s_co_2_bce: 0.7457 - s_iou:0.7162 - s_iou_com:0.8797 batch_size: 0.8773975372314453 2024-01-17 23:44:17,832 Whole iter step:2 - epoch progress:0/300 - total_loss:9.2550 - f_co_bce:0.7457 - f_bg_bce: 0.7074 - f_com_bce: 0.7478 - f_iou: 0.8553 - f_iou_com: 0.8587 - s_co_bce:0.7188 - s_bg_bce: 0.7522 - s_com_bce: 0.7277 - s_co_1_bce: 0.7269 - s_co_2_bce: 0.7269 - s_iou:0.7195 - s_iou_com:0.8472 batch_size: 0.8478951454162598 2024-01-17 23:44:18,023 Whole iter step:3 - epoch progress:0/300 - total_loss:9.3480 - f_co_bce:0.7470 - f_bg_bce: 0.7053 - f_com_bce: 0.7281 - f_iou: 0.8893 - f_iou_com: 0.8797 - s_co_bce:0.7305 - s_bg_bce: 0.7339 - s_com_bce: 0.7200 - s_co_1_bce: 0.7364 - s_co_2_bce: 0.7364 - s_iou:0.7232 - s_iou_com:0.8792 batch_size: 0.8752202987670898 2024-01-17 23:44:18,208 Whole iter step:4 - epoch progress:0/300 - total_loss:9.5244 - f_co_bce:0.7369 - f_bg_bce: 0.7166 - f_com_bce: 0.7229 - f_iou: 0.9141 - f_iou_com: 0.9176 - s_co_bce:0.7146 - s_bg_bce: 0.7571 - s_com_bce: 0.7374 - s_co_1_bce: 0.7418 - s_co_2_bce: 0.7418 - s_iou:0.7270 - s_iou_com:0.9162 batch_size: 0.9221644401550293 2024-01-17 23:44:18,394 Whole iter step:5 - epoch progress:0/300 - total_loss:9.5502 - f_co_bce:0.7029 - f_bg_bce: 0.7571 - f_com_bce: 0.7135 - f_iou: 0.9165 - f_iou_com: 0.9241 - s_co_bce:0.7373 - s_bg_bce: 0.7357 - s_com_bce: 0.7509 - s_co_1_bce: 0.7379 - s_co_2_bce: 0.7379 - s_iou:0.7131 - s_iou_com:0.9268 batch_size: 0.9344930052757263 2024-01-17 23:44:18,698 Whole iter step:6 - epoch progress:0/300 - total_loss:9.1483 - f_co_bce:0.7417 - f_bg_bce: 0.7273 - f_com_bce: 0.7028 - f_iou: 0.8365 - f_iou_com: 0.8216 - s_co_bce:0.7302 - s_bg_bce: 0.7442 - s_com_bce: 0.7317 - s_co_1_bce: 0.7307 - s_co_2_bce: 0.7307 - s_iou:0.7275 - s_iou_com:0.8278 batch_size: 0.8260542154312134 2024-01-17 23:44:18,887 Whole iter step:7 - epoch progress:0/300 - total_loss:8.8786 - f_co_bce:0.7674 - f_bg_bce: 0.6856 - f_com_bce: 0.7619 - f_iou: 0.7536 - f_iou_com: 0.7560 - s_co_bce:0.7257 - s_bg_bce: 0.7446 - s_com_bce: 0.7291 - s_co_1_bce: 0.7344 - s_co_2_bce: 0.7344 - s_iou:0.7459 - s_iou_com:0.7360 batch_size: 0.7385109663009644 2024-01-17 23:44:19,093 Whole iter step:8 - epoch progress:0/300 - total_loss:9.1415 - f_co_bce:0.7192 - f_bg_bce: 0.7525 - f_com_bce: 0.7151 - f_iou: 0.8256 - f_iou_com: 0.8276 - s_co_bce:0.7172 - s_bg_bce: 0.7592 - s_com_bce: 0.7163 - s_co_1_bce: 0.7399 - s_co_2_bce: 0.7399 - s_iou:0.7221 - s_iou_com:0.8232 batch_size: 0.8236089944839478 2024-01-17 23:44:19,299 Whole iter step:9 - epoch progress:0/300 - total_loss:8.9908 - f_co_bce:0.7285 - f_bg_bce: 0.7057 - f_com_bce: 0.7221 - f_iou: 0.7948 - f_iou_com: 0.7966 - s_co_bce:0.7217 - s_bg_bce: 0.7504 - s_com_bce: 0.7107 - s_co_1_bce: 0.7509 - s_co_2_bce: 0.7509 - s_iou:0.7326 - s_iou_com:0.7904 batch_size: 0.786430835723877 2024-01-17 23:44:19,624 Whole iter step:10 - epoch progress:0/300 - total_loss:8.8919 - f_co_bce:0.7312 - f_bg_bce: 0.7175 - f_com_bce: 0.7090 - f_iou: 0.7636 - f_iou_com: 0.7607 - s_co_bce:0.7278 - s_bg_bce: 0.7527 - s_com_bce: 0.7228 - s_co_1_bce: 0.7550 - s_co_2_bce: 0.7550 - s_iou:0.7335 - s_iou_com:0.7603 batch_size: 0.7579445838928223 2024-01-17 23:44:19,806 Whole iter step:11 - epoch progress:0/300 - total_loss:8.6212 - f_co_bce:0.7462 - f_bg_bce: 0.7549 - f_com_bce: 0.7270 - f_iou: 0.6862 - f_iou_com: 0.6792 - s_co_bce:0.7270 - s_bg_bce: 0.7405 - s_com_bce: 0.7352 - s_co_1_bce: 0.7382 - s_co_2_bce: 0.7382 - s_iou:0.7246 - s_iou_com:0.6806 batch_size: 0.6816124320030212 2024-01-17 23:44:19,976 Whole iter step:12 - epoch progress:0/300 - total_loss:9.4101 - f_co_bce:0.7058 - f_bg_bce: 0.7605 - f_com_bce: 0.7013 - f_iou: 0.8919 - f_iou_com: 0.8859 - s_co_bce:0.7072 - s_bg_bce: 0.7558 - s_com_bce: 0.7334 - s_co_1_bce: 0.7586 - s_co_2_bce: 0.7586 - s_iou:0.7271 - s_iou_com:0.8864 batch_size: 0.8961001634597778 2024-01-17 23:44:20,179 Whole iter step:13 - epoch progress:0/300 - total_loss:8.9477 - f_co_bce:0.7028 - f_bg_bce: 0.7649 - f_com_bce: 0.7063 - f_iou: 0.7698 - f_iou_com: 0.7683 - s_co_bce:0.7244 - s_bg_bce: 0.7466 - s_com_bce: 0.7358 - s_co_1_bce: 0.7515 - s_co_2_bce: 0.7515 - s_iou:0.7289 - s_iou_com:0.7717 batch_size: 0.7766945958137512 2024-01-17 23:44:20,378 Whole iter step:14 - epoch progress:0/300 - total_loss:9.4074 - f_co_bce:0.7085 - f_bg_bce: 0.7472 - f_com_bce: 0.7134 - f_iou: 0.8926 - f_iou_com: 0.8946 - s_co_bce:0.7111 - s_bg_bce: 0.7515 - s_com_bce: 0.7319 - s_co_1_bce: 0.7408 - s_co_2_bce: 0.7408 - s_iou:0.7186 - s_iou_com:0.8942 batch_size: 0.9029021263122559 2024-01-17 23:44:20,705 Whole iter step:15 - epoch progress:0/300 - total_loss:9.3205 - f_co_bce:0.7222 - f_bg_bce: 0.7526 - f_com_bce: 0.7157 - f_iou: 0.8644 - f_iou_com: 0.8630 - s_co_bce:0.7255 - s_bg_bce: 0.7419 - s_com_bce: 0.7476 - s_co_1_bce: 0.7397 - s_co_2_bce: 0.7397 - s_iou:0.7204 - s_iou_com:0.8596 batch_size: 0.8676008582115173 2024-01-17 23:44:20,877 Whole iter step:16 - epoch progress:0/300 - total_loss:8.7397 - f_co_bce:0.7445 - f_bg_bce: 0.7093 - f_com_bce: 0.7184 - f_iou: 0.7286 - f_iou_com: 0.7235 - s_co_bce:0.7291 - s_bg_bce: 0.7404 - s_com_bce: 0.7305 - s_co_1_bce: 0.7434 - s_co_2_bce: 0.7434 - s_iou:0.7163 - s_iou_com:0.7275 batch_size: 0.7282607555389404 2024-01-17 23:44:21,073 Whole iter step:17 - epoch progress:0/300 - total_loss:9.3152 - f_co_bce:0.6935 - f_bg_bce: 0.7580 - f_com_bce: 0.7261 - f_iou: 0.8606 - f_iou_com: 0.8732 - s_co_bce:0.7214 - s_bg_bce: 0.7522 - s_com_bce: 0.7200 - s_co_1_bce: 0.7487 - s_co_2_bce: 0.7487 - s_iou:0.7288 - s_iou_com:0.8659 batch_size: 0.8666741251945496 2024-01-17 23:44:21,252 Whole iter step:18 - epoch progress:0/300 - total_loss:9.4978 - f_co_bce:0.7157 - f_bg_bce: 0.7409 - f_com_bce: 0.7312 - f_iou: 0.9078 - f_iou_com: 0.9103 - s_co_bce:0.7219 - s_bg_bce: 0.7587 - s_com_bce: 0.7275 - s_co_1_bce: 0.7417 - s_co_2_bce: 0.7417 - s_iou:0.7293 - s_iou_com:0.9036 batch_size: 0.9093033075332642 2024-01-17 23:44:21,422 Whole iter step:19 - epoch progress:0/300 - total_loss:9.2202 - f_co_bce:0.7199 - f_bg_bce: 0.7525 - f_com_bce: 0.7098 - f_iou: 0.8471 - f_iou_com: 0.8438 - s_co_bce:0.7046 - s_bg_bce: 0.7583 - s_com_bce: 0.7292 - s_co_1_bce: 0.7269 - s_co_2_bce: 0.7269 - s_iou:0.7309 - s_iou_com:0.8439 batch_size: 0.8532973527908325 2024-01-17 23:44:21,614 Whole iter step:20 - epoch progress:0/300 - total_loss:9.1065 - f_co_bce:0.7247 - f_bg_bce: 0.7398 - f_com_bce: 0.7161 - f_iou: 0.8109 - f_iou_com: 0.8110 - s_co_bce:0.7326 - s_bg_bce: 0.7484 - s_com_bce: 0.7356 - s_co_1_bce: 0.7391 - s_co_2_bce: 0.7391 - s_iou:0.7189 - s_iou_com:0.8144 batch_size: 0.8150126338005066 2024-01-17 23:44:21,936 Whole iter step:21 - epoch progress:0/300 - total_loss:9.2252 - f_co_bce:0.7407 - f_bg_bce: 0.7280 - f_com_bce: 0.7176 - f_iou: 0.8453 - f_iou_com: 0.8479 - s_co_bce:0.7124 - s_bg_bce: 0.7535 - s_com_bce: 0.7249 - s_co_1_bce: 0.7423 - s_co_2_bce: 0.7423 - s_iou:0.7244 - s_iou_com:0.8423 batch_size: 0.846045970916748 2024-01-17 23:44:22,105 Whole iter step:22 - epoch progress:0/300 - total_loss:9.1613 - f_co_bce:0.7090 - f_bg_bce: 0.7332 - f_com_bce: 0.7080 - f_iou: 0.8313 - f_iou_com: 0.8297 - s_co_bce:0.7078 - s_bg_bce: 0.7602 - s_com_bce: 0.7158 - s_co_1_bce: 0.7625 - s_co_2_bce: 0.7625 - s_iou:0.7370 - s_iou_com:0.8315 batch_size: 0.8352361917495728 2024-01-17 23:44:22,278 Whole iter step:23 - epoch progress:0/300 - total_loss:9.3707 - f_co_bce:0.7078 - f_bg_bce: 0.7568 - f_com_bce: 0.7097 - f_iou: 0.8710 - f_iou_com: 0.8773 - s_co_bce:0.7139 - s_bg_bce: 0.7592 - s_com_bce: 0.7418 - s_co_1_bce: 0.7424 - s_co_2_bce: 0.7424 - s_iou:0.7336 - s_iou_com:0.8720 batch_size: 0.8852183222770691 2024-01-17 23:44:22,450 Whole iter step:24 - epoch progress:0/300 - total_loss:8.7051 - f_co_bce:0.7453 - f_bg_bce: 0.7041 - f_com_bce: 0.7473 - f_iou: 0.7066 - f_iou_com: 0.7141 - s_co_bce:0.7217 - s_bg_bce: 0.7513 - s_com_bce: 0.7357 - s_co_1_bce: 0.7421 - s_co_2_bce: 0.7421 - s_iou:0.7262 - s_iou_com:0.7040 batch_size: 0.7067298293113708 2024-01-17 23:44:22,636 Whole iter step:25 - epoch progress:0/300 - total_loss:9.4162 - f_co_bce:0.7172 - f_bg_bce: 0.7407 - f_com_bce: 0.7343 - f_iou: 0.8832 - f_iou_com: 0.8848 - s_co_bce:0.7165 - s_bg_bce: 0.7451 - s_com_bce: 0.7525 - s_co_1_bce: 0.7493 - s_co_2_bce: 0.7493 - s_iou:0.7297 - s_iou_com:0.8747 batch_size: 0.8882732391357422 2024-01-17 23:44:22,794 Whole iter step:26 - epoch progress:0/300 - total_loss:9.3419 - f_co_bce:0.7117 - f_bg_bce: 0.7438 - f_com_bce: 0.6908 - f_iou: 0.8875 - f_iou_com: 0.8770 - s_co_bce:0.7040 - s_bg_bce: 0.7638 - s_com_bce: 0.7229 - s_co_1_bce: 0.7423 - s_co_2_bce: 0.7423 - s_iou:0.7265 - s_iou_com:0.8835 batch_size: 0.8880172967910767 2024-01-17 23:44:22,973 Whole iter step:27 - epoch progress:0/300 - total_loss:9.5239 - f_co_bce:0.7180 - f_bg_bce: 0.7091 - f_com_bce: 0.7280 - f_iou: 0.9269 - f_iou_com: 0.9272 - s_co_bce:0.7189 - s_bg_bce: 0.7501 - s_com_bce: 0.7261 - s_co_1_bce: 0.7494 - s_co_2_bce: 0.7494 - s_iou:0.7194 - s_iou_com:0.9241 batch_size: 0.9265584945678711 2024-01-17 23:44:23,133 Whole iter step:28 - epoch progress:0/300 - total_loss:9.0077 - f_co_bce:0.7346 - f_bg_bce: 0.7406 - f_com_bce: 0.7229 - f_iou: 0.7894 - f_iou_com: 0.7874 - s_co_bce:0.7093 - s_bg_bce: 0.7581 - s_com_bce: 0.7215 - s_co_1_bce: 0.7489 - s_co_2_bce: 0.7489 - s_iou:0.7254 - s_iou_com:0.7823 batch_size: 0.7873157858848572 2024-01-17 23:44:23,300 Whole iter step:29 - epoch progress:0/300 - total_loss:9.5021 - f_co_bce:0.7140 - f_bg_bce: 0.7400 - f_com_bce: 0.7148 - f_iou: 0.9149 - f_iou_com: 0.9077 - s_co_bce:0.7152 - s_bg_bce: 0.7590 - s_com_bce: 0.7330 - s_co_1_bce: 0.7526 - s_co_2_bce: 0.7526 - s_iou:0.7394 - s_iou_com:0.9017 batch_size: 0.9098475575447083 2024-01-17 23:44:23,596 Whole iter step:30 - epoch progress:0/300 - total_loss:8.9624 - f_co_bce:0.7272 - f_bg_bce: 0.7340 - f_com_bce: 0.7122 - f_iou: 0.7867 - f_iou_com: 0.7798 - s_co_bce:0.7257 - s_bg_bce: 0.7479 - s_com_bce: 0.7197 - s_co_1_bce: 0.7364 - s_co_2_bce: 0.7364 - s_iou:0.7225 - s_iou_com:0.7859 batch_size: 0.7843756079673767 2024-01-17 23:44:23,765 Whole iter step:31 - epoch progress:0/300 - total_loss:8.9794 - f_co_bce:0.7124 - f_bg_bce: 0.7604 - f_com_bce: 0.6954 - f_iou: 0.7870 - f_iou_com: 0.7860 - s_co_bce:0.7163 - s_bg_bce: 0.7482 - s_com_bce: 0.7260 - s_co_1_bce: 0.7433 - s_co_2_bce: 0.7433 - s_iou:0.7154 - s_iou_com:0.7926 batch_size: 0.7966114282608032 2024-01-17 23:44:23,932 Whole iter step:32 - epoch progress:0/300 - total_loss:9.2177 - f_co_bce:0.7131 - f_bg_bce: 0.7251 - f_com_bce: 0.7149 - f_iou: 0.8483 - f_iou_com: 0.8443 - s_co_bce:0.7204 - s_bg_bce: 0.7575 - s_com_bce: 0.7205 - s_co_1_bce: 0.7507 - s_co_2_bce: 0.7507 - s_iou:0.7329 - s_iou_com:0.8454 batch_size: 0.8446012735366821 2024-01-17 23:44:24,101 Whole iter step:33 - epoch progress:0/300 - total_loss:9.3332 - f_co_bce:0.7006 - f_bg_bce: 0.7669 - f_com_bce: 0.7031 - f_iou: 0.8651 - f_iou_com: 0.8681 - s_co_bce:0.7196 - s_bg_bce: 0.7572 - s_com_bce: 0.7246 - s_co_1_bce: 0.7492 - s_co_2_bce: 0.7492 - s_iou:0.7323 - s_iou_com:0.8722 batch_size: 0.8742544054985046 2024-01-17 23:44:24,397 Whole iter step:34 - epoch progress:0/300 - total_loss:9.4084 - f_co_bce:0.7287 - f_bg_bce: 0.7299 - f_com_bce: 0.7198 - f_iou: 0.8937 - f_iou_com: 0.8908 - s_co_bce:0.7067 - s_bg_bce: 0.7582 - s_com_bce: 0.7333 - s_co_1_bce: 0.7497 - s_co_2_bce: 0.7497 - s_iou:0.7245 - s_iou_com:0.8818 batch_size: 0.8912774920463562 2024-01-17 23:44:24,588 Whole iter step:35 - epoch progress:0/300 - total_loss:8.6827 - f_co_bce:0.7170 - f_bg_bce: 0.7436 - f_com_bce: 0.7143 - f_iou: 0.7083 - f_iou_com: 0.7116 - s_co_bce:0.7164 - s_bg_bce: 0.7428 - s_com_bce: 0.7474 - s_co_1_bce: 0.7401 - s_co_2_bce: 0.7401 - s_iou:0.7133 - s_iou_com:0.7081 batch_size: 0.7198420763015747 2024-01-17 23:44:24,793 Whole iter step:36 - epoch progress:0/300 - total_loss:9.1544 - f_co_bce:0.7263 - f_bg_bce: 0.7409 - f_com_bce: 0.7363 - f_iou: 0.8251 - f_iou_com: 0.8307 - s_co_bce:0.7096 - s_bg_bce: 0.7543 - s_com_bce: 0.7185 - s_co_1_bce: 0.7525 - s_co_2_bce: 0.7525 - s_iou:0.7178 - s_iou_com:0.8191 batch_size: 0.8234356045722961 2024-01-17 23:44:24,990 Whole iter step:37 - epoch progress:0/300 - total_loss:9.3913 - f_co_bce:0.7274 - f_bg_bce: 0.7335 - f_com_bce: 0.6885 - f_iou: 0.8903 - f_iou_com: 0.8885 - s_co_bce:0.7252 - s_bg_bce: 0.7413 - s_com_bce: 0.7302 - s_co_1_bce: 0.7459 - s_co_2_bce: 0.7459 - s_iou:0.7187 - s_iou_com:0.9002 batch_size: 0.9015161395072937 2024-01-17 23:44:25,163 Whole iter step:38 - epoch progress:0/300 - total_loss:9.4106 - f_co_bce:0.7032 - f_bg_bce: 0.7565 - f_com_bce: 0.7241 - f_iou: 0.8854 - f_iou_com: 0.8956 - s_co_bce:0.7233 - s_bg_bce: 0.7485 - s_com_bce: 0.7296 - s_co_1_bce: 0.7420 - s_co_2_bce: 0.7420 - s_iou:0.7184 - s_iou_com:0.8903 batch_size: 0.8937335014343262 2024-01-17 23:44:25,469 Whole iter step:39 - epoch progress:0/300 - total_loss:9.2153 - f_co_bce:0.7187 - f_bg_bce: 0.7456 - f_com_bce: 0.7358 - f_iou: 0.8338 - f_iou_com: 0.8356 - s_co_bce:0.7360 - s_bg_bce: 0.7275 - s_com_bce: 0.7415 - s_co_1_bce: 0.7411 - s_co_2_bce: 0.7411 - s_iou:0.7306 - s_iou_com:0.8332 batch_size: 0.836112916469574 2024-01-17 23:44:25,806 Whole iter step:40 - epoch progress:0/300 - total_loss:8.9571 - f_co_bce:0.7163 - f_bg_bce: 0.7509 - f_com_bce: 0.7253 - f_iou: 0.7637 - f_iou_com: 0.7662 - s_co_bce:0.7355 - s_bg_bce: 0.7373 - s_com_bce: 0.7503 - s_co_1_bce: 0.7422 - s_co_2_bce: 0.7422 - s_iou:0.7378 - s_iou_com:0.7633 batch_size: 0.7683491706848145 2024-01-17 23:44:26,122 Whole iter step:41 - epoch progress:0/300 - total_loss:8.5312 - f_co_bce:0.7211 - f_bg_bce: 0.7133 - f_com_bce: 0.7054 - f_iou: 0.6711 - f_iou_com: 0.6735 - s_co_bce:0.7323 - s_bg_bce: 0.7415 - s_com_bce: 0.7490 - s_co_1_bce: 0.7391 - s_co_2_bce: 0.7391 - s_iou:0.7239 - s_iou_com:0.6773 batch_size: 0.6834976077079773 2024-01-17 23:44:26,305 Whole iter step:42 - epoch progress:0/300 - total_loss:9.3246 - f_co_bce:0.7331 - f_bg_bce: 0.7175 - f_com_bce: 0.7248 - f_iou: 0.8630 - f_iou_com: 0.8662 - s_co_bce:0.7234 - s_bg_bce: 0.7477 - s_com_bce: 0.7305 - s_co_1_bce: 0.7560 - s_co_2_bce: 0.7560 - s_iou:0.7317 - s_iou_com:0.8633 batch_size: 0.867453396320343 2024-01-17 23:44:26,508 Whole iter step:43 - epoch progress:0/300 - total_loss:9.1198 - f_co_bce:0.7370 - f_bg_bce: 0.7127 - f_com_bce: 0.7271 - f_iou: 0.8138 - f_iou_com: 0.8144 - s_co_bce:0.7324 - s_bg_bce: 0.7395 - s_com_bce: 0.7338 - s_co_1_bce: 0.7513 - s_co_2_bce: 0.7513 - s_iou:0.7374 - s_iou_com:0.8106 batch_size: 0.8098397254943848 2024-01-17 23:44:26,710 Whole iter step:44 - epoch progress:0/300 - total_loss:9.2170 - f_co_bce:0.7353 - f_bg_bce: 0.7378 - f_com_bce: 0.7254 - f_iou: 0.8332 - f_iou_com: 0.8333 - s_co_bce:0.7193 - s_bg_bce: 0.7573 - s_com_bce: 0.7323 - s_co_1_bce: 0.7614 - s_co_2_bce: 0.7614 - s_iou:0.7192 - s_iou_com:0.8281 batch_size: 0.8342861533164978 2024-01-17 23:44:26,893 Whole iter step:45 - epoch progress:0/300 - total_loss:9.3057 - f_co_bce:0.7244 - f_bg_bce: 0.7190 - f_com_bce: 0.7141 - f_iou: 0.8743 - f_iou_com: 0.8741 - s_co_bce:0.7116 - s_bg_bce: 0.7621 - s_com_bce: 0.7218 - s_co_1_bce: 0.7448 - s_co_2_bce: 0.7448 - s_iou:0.7189 - s_iou_com:0.8687 batch_size: 0.8718437552452087 2024-01-17 23:44:27,098 Whole iter step:46 - epoch progress:0/300 - total_loss:9.1482 - f_co_bce:0.7395 - f_bg_bce: 0.7097 - f_com_bce: 0.7218 - f_iou: 0.8329 - f_iou_com: 0.8283 - s_co_bce:0.7099 - s_bg_bce: 0.7668 - s_com_bce: 0.7199 - s_co_1_bce: 0.7388 - s_co_2_bce: 0.7388 - s_iou:0.7326 - s_iou_com:0.8220 batch_size: 0.825883686542511 2024-01-17 23:44:27,283 Whole iter step:47 - epoch progress:0/300 - total_loss:9.3490 - f_co_bce:0.7216 - f_bg_bce: 0.7358 - f_com_bce: 0.7309 - f_iou: 0.8786 - f_iou_com: 0.8798 - s_co_bce:0.7219 - s_bg_bce: 0.7545 - s_com_bce: 0.7133 - s_co_1_bce: 0.7437 - s_co_2_bce: 0.7437 - s_iou:0.7261 - s_iou_com:0.8729 batch_size: 0.8699650168418884 2024-01-17 23:44:27,484 Whole iter step:48 - epoch progress:0/300 - total_loss:9.4546 - f_co_bce:0.7342 - f_bg_bce: 0.7439 - f_com_bce: 0.7312 - f_iou: 0.8953 - f_iou_com: 0.8928 - s_co_bce:0.7130 - s_bg_bce: 0.7539 - s_com_bce: 0.7284 - s_co_1_bce: 0.7508 - s_co_2_bce: 0.7508 - s_iou:0.7278 - s_iou_com:0.8888 batch_size: 0.894494354724884 2024-01-17 23:44:27,655 Whole iter step:49 - epoch progress:0/300 - total_loss:9.4395 - f_co_bce:0.7188 - f_bg_bce: 0.7382 - f_com_bce: 0.7179 - f_iou: 0.8922 - f_iou_com: 0.8921 - s_co_bce:0.7341 - s_bg_bce: 0.7422 - s_com_bce: 0.7374 - s_co_1_bce: 0.7434 - s_co_2_bce: 0.7434 - s_iou:0.7368 - s_iou_com:0.8910 batch_size: 0.8952520489692688 2024-01-17 23:44:27,830 Whole iter step:50 - epoch progress:0/300 - total_loss:8.7009 - f_co_bce:0.7330 - f_bg_bce: 0.7269 - f_com_bce: 0.7211 - f_iou: 0.7101 - f_iou_com: 0.7076 - s_co_bce:0.7145 - s_bg_bce: 0.7558 - s_com_bce: 0.7335 - s_co_1_bce: 0.7563 - s_co_2_bce: 0.7563 - s_iou:0.7346 - s_iou_com:0.6997 batch_size: 0.7075858116149902 2024-01-17 23:44:27,976 Whole iter step:51 - epoch progress:0/300 - total_loss:8.6369 - f_co_bce:0.7082 - f_bg_bce: 0.7383 - f_com_bce: 0.6947 - f_iou: 0.6954 - f_iou_com: 0.6916 - s_co_bce:0.7309 - s_bg_bce: 0.7331 - s_com_bce: 0.7552 - s_co_1_bce: 0.7428 - s_co_2_bce: 0.7428 - s_iou:0.7333 - s_iou_com:0.7038 batch_size: 0.7094637155532837 2024-01-17 23:44:28,146 Whole iter step:52 - epoch progress:0/300 - total_loss:8.9310 - f_co_bce:0.7276 - f_bg_bce: 0.7146 - f_com_bce: 0.7144 - f_iou: 0.7843 - f_iou_com: 0.7764 - s_co_bce:0.7023 - s_bg_bce: 0.7678 - s_com_bce: 0.7161 - s_co_1_bce: 0.7467 - s_co_2_bce: 0.7467 - s_iou:0.7326 - s_iou_com:0.7715 batch_size: 0.7767686247825623 2024-01-17 23:44:28,348 Whole iter step:53 - epoch progress:0/300 - total_loss:9.3338 - f_co_bce:0.7267 - f_bg_bce: 0.7289 - f_com_bce: 0.7318 - f_iou: 0.8681 - f_iou_com: 0.8692 - s_co_bce:0.7173 - s_bg_bce: 0.7594 - s_com_bce: 0.7232 - s_co_1_bce: 0.7576 - s_co_2_bce: 0.7576 - s_iou:0.7221 - s_iou_com:0.8627 batch_size: 0.8667697310447693 2024-01-17 23:44:28,517 Whole iter step:54 - epoch progress:0/300 - total_loss:9.3129 - f_co_bce:0.7141 - f_bg_bce: 0.7428 - f_com_bce: 0.7319 - f_iou: 0.8624 - f_iou_com: 0.8676 - s_co_bce:0.7257 - s_bg_bce: 0.7417 - s_com_bce: 0.7416 - s_co_1_bce: 0.7399 - s_co_2_bce: 0.7399 - s_iou:0.7221 - s_iou_com:0.8581 batch_size: 0.8650720715522766 2024-01-17 23:44:28,819 Whole iter step:55 - epoch progress:0/300 - total_loss:9.0858 - f_co_bce:0.7375 - f_bg_bce: 0.7190 - f_com_bce: 0.7248 - f_iou: 0.8192 - f_iou_com: 0.8138 - s_co_bce:0.6984 - s_bg_bce: 0.7856 - s_com_bce: 0.7084 - s_co_1_bce: 0.7551 - s_co_2_bce: 0.7551 - s_iou:0.7207 - s_iou_com:0.8007 batch_size: 0.802390992641449 2024-01-17 23:44:28,992 Whole iter step:56 - epoch progress:0/300 - total_loss:9.0827 - f_co_bce:0.7451 - f_bg_bce: 0.7154 - f_com_bce: 0.6996 - f_iou: 0.8231 - f_iou_com: 0.8104 - s_co_bce:0.7159 - s_bg_bce: 0.7516 - s_com_bce: 0.7101 - s_co_1_bce: 0.7558 - s_co_2_bce: 0.7558 - s_iou:0.7291 - s_iou_com:0.8146 batch_size: 0.8121324777603149 2024-01-17 23:44:29,137 Whole iter step:57 - epoch progress:0/300 - total_loss:9.5099 - f_co_bce:0.7286 - f_bg_bce: 0.7114 - f_com_bce: 0.7054 - f_iou: 0.9224 - f_iou_com: 0.9170 - s_co_bce:0.7298 - s_bg_bce: 0.7373 - s_com_bce: 0.7444 - s_co_1_bce: 0.7386 - s_co_2_bce: 0.7386 - s_iou:0.7207 - s_iou_com:0.9250 batch_size: 0.9293083548545837 2024-01-17 23:44:29,309 Whole iter step:58 - epoch progress:0/300 - total_loss:9.2304 - f_co_bce:0.7174 - f_bg_bce: 0.7471 - f_com_bce: 0.6985 - f_iou: 0.8460 - f_iou_com: 0.8372 - s_co_bce:0.7187 - s_bg_bce: 0.7589 - s_com_bce: 0.7392 - s_co_1_bce: 0.7528 - s_co_2_bce: 0.7528 - s_iou:0.7231 - s_iou_com:0.8423 batch_size: 0.849199116230011 2024-01-17 23:44:29,466 Whole iter step:59 - epoch progress:0/300 - total_loss:9.3223 - f_co_bce:0.7362 - f_bg_bce: 0.7527 - f_com_bce: 0.7012 - f_iou: 0.8712 - f_iou_com: 0.8608 - s_co_bce:0.7075 - s_bg_bce: 0.7660 - s_com_bce: 0.7217 - s_co_1_bce: 0.7477 - s_co_2_bce: 0.7477 - s_iou:0.7303 - s_iou_com:0.8605 batch_size: 0.8664461970329285 2024-01-17 23:44:29,620 Whole iter step:60 - epoch progress:0/300 - total_loss:9.0007 - f_co_bce:0.7190 - f_bg_bce: 0.7564 - f_com_bce: 0.7078 - f_iou: 0.7919 - f_iou_com: 0.7870 - s_co_bce:0.7330 - s_bg_bce: 0.7340 - s_com_bce: 0.7236 - s_co_1_bce: 0.7347 - s_co_2_bce: 0.7347 - s_iou:0.7347 - s_iou_com:0.7917 batch_size: 0.7868987917900085 2024-01-17 23:44:29,802 Whole iter step:61 - epoch progress:0/300 - total_loss:9.0120 - f_co_bce:0.7333 - f_bg_bce: 0.7212 - f_com_bce: 0.7362 - f_iou: 0.7907 - f_iou_com: 0.7962 - s_co_bce:0.7122 - s_bg_bce: 0.7573 - s_com_bce: 0.7204 - s_co_1_bce: 0.7540 - s_co_2_bce: 0.7540 - s_iou:0.7270 - s_iou_com:0.7789 batch_size: 0.7845261096954346 2024-01-17 23:44:29,968 Whole iter step:62 - epoch progress:0/300 - total_loss:9.0151 - f_co_bce:0.7514 - f_bg_bce: 0.6938 - f_com_bce: 0.7397 - f_iou: 0.7863 - f_iou_com: 0.7920 - s_co_bce:0.7246 - s_bg_bce: 0.7500 - s_com_bce: 0.7226 - s_co_1_bce: 0.7637 - s_co_2_bce: 0.7637 - s_iou:0.7268 - s_iou_com:0.7832 batch_size: 0.780981719493866 2024-01-17 23:44:30,126 Whole iter step:63 - epoch progress:0/300 - total_loss:8.7022 - f_co_bce:0.7410 - f_bg_bce: 0.7008 - f_com_bce: 0.7478 - f_iou: 0.7169 - f_iou_com: 0.7231 - s_co_bce:0.7172 - s_bg_bce: 0.7561 - s_com_bce: 0.7169 - s_co_1_bce: 0.7356 - s_co_2_bce: 0.7356 - s_iou:0.7328 - s_iou_com:0.7060 batch_size: 0.7078167200088501 2024-01-17 23:44:30,292 Whole iter step:64 - epoch progress:0/300 - total_loss:9.4028 - f_co_bce:0.7306 - f_bg_bce: 0.7403 - f_com_bce: 0.7052 - f_iou: 0.8979 - f_iou_com: 0.8891 - s_co_bce:0.7113 - s_bg_bce: 0.7662 - s_com_bce: 0.7159 - s_co_1_bce: 0.7402 - s_co_2_bce: 0.7402 - s_iou:0.7321 - s_iou_com:0.8865 batch_size: 0.8874019980430603 2024-01-17 23:44:30,462 Whole iter step:65 - epoch progress:0/300 - total_loss:9.3770 - f_co_bce:0.7283 - f_bg_bce: 0.7470 - f_com_bce: 0.7161 - f_iou: 0.8737 - f_iou_com: 0.8783 - s_co_bce:0.7324 - s_bg_bce: 0.7367 - s_com_bce: 0.7384 - s_co_1_bce: 0.7391 - s_co_2_bce: 0.7391 - s_iou:0.7263 - s_iou_com:0.8778 batch_size: 0.8828708529472351 2024-01-17 23:44:30,628 Whole iter step:66 - epoch progress:0/300 - total_loss:8.9329 - f_co_bce:0.7336 - f_bg_bce: 0.7151 - f_com_bce: 0.7312 - f_iou: 0.7807 - f_iou_com: 0.7763 - s_co_bce:0.7274 - s_bg_bce: 0.7420 - s_com_bce: 0.7312 - s_co_1_bce: 0.7276 - s_co_2_bce: 0.7276 - s_iou:0.7276 - s_iou_com:0.7684 batch_size: 0.7717875838279724 2024-01-17 23:44:30,903 Whole iter step:67 - epoch progress:0/300 - total_loss:8.8424 - f_co_bce:0.7181 - f_bg_bce: 0.7349 - f_com_bce: 0.7200 - f_iou: 0.7444 - f_iou_com: 0.7469 - s_co_bce:0.7258 - s_bg_bce: 0.7455 - s_com_bce: 0.7305 - s_co_1_bce: 0.7476 - s_co_2_bce: 0.7476 - s_iou:0.7275 - s_iou_com:0.7508 batch_size: 0.7504939436912537 2024-01-17 23:44:31,077 Whole iter step:68 - epoch progress:0/300 - total_loss:9.2134 - f_co_bce:0.7428 - f_bg_bce: 0.7170 - f_com_bce: 0.7099 - f_iou: 0.8517 - f_iou_com: 0.8425 - s_co_bce:0.6962 - s_bg_bce: 0.7821 - s_com_bce: 0.7173 - s_co_1_bce: 0.7664 - s_co_2_bce: 0.7664 - s_iou:0.7123 - s_iou_com:0.8324 batch_size: 0.8427374958992004 2024-01-17 23:44:31,368 Whole iter step:69 - epoch progress:0/300 - total_loss:9.3491 - f_co_bce:0.7051 - f_bg_bce: 0.7684 - f_com_bce: 0.7239 - f_iou: 0.8656 - f_iou_com: 0.8692 - s_co_bce:0.7105 - s_bg_bce: 0.7658 - s_com_bce: 0.7278 - s_co_1_bce: 0.7417 - s_co_2_bce: 0.7417 - s_iou:0.7352 - s_iou_com:0.8640 batch_size: 0.871851921081543 2024-01-17 23:44:31,531 Whole iter step:70 - epoch progress:0/300 - total_loss:9.3180 - f_co_bce:0.7252 - f_bg_bce: 0.7172 - f_com_bce: 0.6962 - f_iou: 0.8844 - f_iou_com: 0.8772 - s_co_bce:0.7066 - s_bg_bce: 0.7634 - s_com_bce: 0.7293 - s_co_1_bce: 0.7359 - s_co_2_bce: 0.7359 - s_iou:0.7169 - s_iou_com:0.8764 batch_size: 0.8891860842704773 2024-01-17 23:44:31,703 Whole iter step:71 - epoch progress:0/300 - total_loss:9.5515 - f_co_bce:0.7418 - f_bg_bce: 0.7180 - f_com_bce: 0.7213 - f_iou: 0.9312 - f_iou_com: 0.9240 - s_co_bce:0.7251 - s_bg_bce: 0.7473 - s_com_bce: 0.7272 - s_co_1_bce: 0.7399 - s_co_2_bce: 0.7399 - s_iou:0.7274 - s_iou_com:0.9213 batch_size: 0.9268881678581238 2024-01-17 23:44:32,001 Whole iter step:72 - epoch progress:0/300 - total_loss:8.8628 - f_co_bce:0.7027 - f_bg_bce: 0.7808 - f_com_bce: 0.7006 - f_iou: 0.7494 - f_iou_com: 0.7521 - s_co_bce:0.7344 - s_bg_bce: 0.7241 - s_com_bce: 0.7498 - s_co_1_bce: 0.7144 - s_co_2_bce: 0.7144 - s_iou:0.7372 - s_iou_com:0.7570 batch_size: 0.7603080868721008 2024-01-17 23:44:32,174 Whole iter step:73 - epoch progress:0/300 - total_loss:8.8890 - f_co_bce:0.7460 - f_bg_bce: 0.6972 - f_com_bce: 0.7158 - f_iou: 0.7676 - f_iou_com: 0.7608 - s_co_bce:0.7151 - s_bg_bce: 0.7576 - s_com_bce: 0.7218 - s_co_1_bce: 0.7575 - s_co_2_bce: 0.7575 - s_iou:0.7251 - s_iou_com:0.7613 batch_size: 0.7632132172584534 2024-01-17 23:44:32,347 Whole iter step:74 - epoch progress:0/300 - total_loss:9.3157 - f_co_bce:0.7248 - f_bg_bce: 0.7186 - f_com_bce: 0.7361 - f_iou: 0.8668 - f_iou_com: 0.8741 - s_co_bce:0.7160 - s_bg_bce: 0.7519 - s_com_bce: 0.7225 - s_co_1_bce: 0.7497 - s_co_2_bce: 0.7497 - s_iou:0.7281 - s_iou_com:0.8615 batch_size: 0.8657568097114563 2024-01-17 23:44:32,510 Whole iter step:75 - epoch progress:0/300 - total_loss:8.9419 - f_co_bce:0.7284 - f_bg_bce: 0.7087 - f_com_bce: 0.7102 - f_iou: 0.7935 - f_iou_com: 0.7844 - s_co_bce:0.7129 - s_bg_bce: 0.7604 - s_com_bce: 0.7082 - s_co_1_bce: 0.7454 - s_co_2_bce: 0.7454 - s_iou:0.7275 - s_iou_com:0.7814 batch_size: 0.7808334231376648 2024-01-17 23:44:32,788 Whole iter step:76 - epoch progress:0/300 - total_loss:8.6794 - f_co_bce:0.7322 - f_bg_bce: 0.7202 - f_com_bce: 0.7588 - f_iou: 0.6927 - f_iou_com: 0.7080 - s_co_bce:0.7258 - s_bg_bce: 0.7449 - s_com_bce: 0.7307 - s_co_1_bce: 0.7453 - s_co_2_bce: 0.7453 - s_iou:0.7313 - s_iou_com:0.6947 batch_size: 0.6946849226951599 2024-01-17 23:44:32,966 Whole iter step:77 - epoch progress:0/300 - total_loss:8.8747 - f_co_bce:0.7393 - f_bg_bce: 0.7035 - f_com_bce: 0.7398 - f_iou: 0.7644 - f_iou_com: 0.7664 - s_co_bce:0.7195 - s_bg_bce: 0.7448 - s_com_bce: 0.7222 - s_co_1_bce: 0.7455 - s_co_2_bce: 0.7455 - s_iou:0.7250 - s_iou_com:0.7524 batch_size: 0.751997172832489 2024-01-17 23:44:33,133 Whole iter step:78 - epoch progress:0/300 - total_loss:8.6288 - f_co_bce:0.6944 - f_bg_bce: 0.7622 - f_com_bce: 0.6889 - f_iou: 0.6877 - f_iou_com: 0.6907 - s_co_bce:0.7299 - s_bg_bce: 0.7516 - s_com_bce: 0.7418 - s_co_1_bce: 0.7456 - s_co_2_bce: 0.7456 - s_iou:0.7324 - s_iou_com:0.6970 batch_size: 0.7064648866653442 2024-01-17 23:44:33,308 Whole iter step:79 - epoch progress:0/300 - total_loss:9.2259 - f_co_bce:0.7034 - f_bg_bce: 0.7562 - f_com_bce: 0.6962 - f_iou: 0.8501 - f_iou_com: 0.8476 - s_co_bce:0.7100 - s_bg_bce: 0.7628 - s_com_bce: 0.7207 - s_co_1_bce: 0.7442 - s_co_2_bce: 0.7442 - s_iou:0.7317 - s_iou_com:0.8496 batch_size: 0.8534979224205017 2024-01-17 23:44:34,237 Whole iter step:80 - epoch progress:0/300 - total_loss:9.0925 - f_co_bce:0.7295 - f_bg_bce: 0.7126 - f_com_bce: 0.7010 - f_iou: 0.8297 - f_iou_com: 0.8136 - s_co_bce:0.7093 - s_bg_bce: 0.7591 - s_com_bce: 0.7235 - s_co_1_bce: 0.7595 - s_co_2_bce: 0.7595 - s_iou:0.7161 - s_iou_com:0.8191 batch_size: 0.8195062875747681 2024-01-17 23:44:34,517 Whole iter step:81 - epoch progress:0/300 - total_loss:8.6698 - f_co_bce:0.7604 - f_bg_bce: 0.6927 - f_com_bce: 0.7321 - f_iou: 0.7102 - f_iou_com: 0.7001 - s_co_bce:0.7314 - s_bg_bce: 0.7400 - s_com_bce: 0.7303 - s_co_1_bce: 0.7511 - s_co_2_bce: 0.7511 - s_iou:0.7206 - s_iou_com:0.7017 batch_size: 0.6992893218994141 2024-01-17 23:44:34,689 Whole iter step:82 - epoch progress:0/300 - total_loss:9.2118 - f_co_bce:0.6872 - f_bg_bce: 0.7760 - f_com_bce: 0.6891 - f_iou: 0.8427 - f_iou_com: 0.8367 - s_co_bce:0.7138 - s_bg_bce: 0.7628 - s_com_bce: 0.7406 - s_co_1_bce: 0.7437 - s_co_2_bce: 0.7437 - s_iou:0.7176 - s_iou_com:0.8466 batch_size: 0.8551647067070007 2024-01-17 23:44:34,859 Whole iter step:83 - epoch progress:0/300 - total_loss:9.3618 - f_co_bce:0.7148 - f_bg_bce: 0.7344 - f_com_bce: 0.7118 - f_iou: 0.8854 - f_iou_com: 0.8830 - s_co_bce:0.7254 - s_bg_bce: 0.7514 - s_com_bce: 0.7195 - s_co_1_bce: 0.7384 - s_co_2_bce: 0.7384 - s_iou:0.7295 - s_iou_com:0.8842 batch_size: 0.8840693831443787 2024-01-17 23:44:35,017 Whole iter step:84 - epoch progress:0/300 - total_loss:9.3223 - f_co_bce:0.7345 - f_bg_bce: 0.7353 - f_com_bce: 0.7369 - f_iou: 0.8583 - f_iou_com: 0.8567 - s_co_bce:0.7102 - s_bg_bce: 0.7565 - s_com_bce: 0.7487 - s_co_1_bce: 0.7385 - s_co_2_bce: 0.7385 - s_iou:0.7369 - s_iou_com:0.8501 batch_size: 0.859586238861084 2024-01-17 23:44:35,176 Whole iter step:85 - epoch progress:0/300 - total_loss:9.0785 - f_co_bce:0.7309 - f_bg_bce: 0.7337 - f_com_bce: 0.7229 - f_iou: 0.8041 - f_iou_com: 0.8027 - s_co_bce:0.7193 - s_bg_bce: 0.7484 - s_com_bce: 0.7284 - s_co_1_bce: 0.7631 - s_co_2_bce: 0.7631 - s_iou:0.7267 - s_iou_com:0.7978 batch_size: 0.8004665374755859 2024-01-17 23:44:35,472 Whole iter step:86 - epoch progress:0/300 - total_loss:9.3660 - f_co_bce:0.7396 - f_bg_bce: 0.7300 - f_com_bce: 0.7592 - f_iou: 0.8656 - f_iou_com: 0.8743 - s_co_bce:0.7169 - s_bg_bce: 0.7494 - s_com_bce: 0.7358 - s_co_1_bce: 0.7360 - s_co_2_bce: 0.7360 - s_iou:0.7345 - s_iou_com:0.8586 batch_size: 0.8662557601928711 2024-01-17 23:44:35,633 Whole iter step:87 - epoch progress:0/300 - total_loss:8.6136 - f_co_bce:0.7188 - f_bg_bce: 0.7590 - f_com_bce: 0.7449 - f_iou: 0.6879 - f_iou_com: 0.6983 - s_co_bce:0.7174 - s_bg_bce: 0.7513 - s_com_bce: 0.7067 - s_co_1_bce: 0.7378 - s_co_2_bce: 0.7378 - s_iou:0.7286 - s_iou_com:0.6827 batch_size: 0.6800007224082947 2024-01-17 23:44:35,800 Whole iter step:88 - epoch progress:0/300 - total_loss:9.2240 - f_co_bce:0.7229 - f_bg_bce: 0.7243 - f_com_bce: 0.7165 - f_iou: 0.8580 - f_iou_com: 0.8538 - s_co_bce:0.7055 - s_bg_bce: 0.7680 - s_com_bce: 0.7170 - s_co_1_bce: 0.7397 - s_co_2_bce: 0.7397 - s_iou:0.7242 - s_iou_com:0.8445 batch_size: 0.8497852683067322 2024-01-17 23:44:35,964 Whole iter step:89 - epoch progress:0/300 - total_loss:8.8331 - f_co_bce:0.7050 - f_bg_bce: 0.7585 - f_com_bce: 0.7073 - f_iou: 0.7408 - f_iou_com: 0.7460 - s_co_bce:0.7277 - s_bg_bce: 0.7430 - s_com_bce: 0.7287 - s_co_1_bce: 0.7477 - s_co_2_bce: 0.7477 - s_iou:0.7165 - s_iou_com:0.7569 batch_size: 0.7550117373466492 2024-01-17 23:44:36,136 Whole iter step:90 - epoch progress:0/300 - total_loss:9.3912 - f_co_bce:0.7227 - f_bg_bce: 0.7542 - f_com_bce: 0.7046 - f_iou: 0.8790 - f_iou_com: 0.8764 - s_co_bce:0.7245 - s_bg_bce: 0.7566 - s_com_bce: 0.7406 - s_co_1_bce: 0.7429 - s_co_2_bce: 0.7429 - s_iou:0.7234 - s_iou_com:0.8790 batch_size: 0.8875342607498169 2024-01-17 23:44:36,313 Whole iter step:91 - epoch progress:0/300 - total_loss:9.0503 - f_co_bce:0.7320 - f_bg_bce: 0.7245 - f_com_bce: 0.7245 - f_iou: 0.8058 - f_iou_com: 0.8045 - s_co_bce:0.6979 - s_bg_bce: 0.7672 - s_com_bce: 0.7213 - s_co_1_bce: 0.7555 - s_co_2_bce: 0.7555 - s_iou:0.7221 - s_iou_com:0.7934 batch_size: 0.8015385866165161 2024-01-17 23:44:36,479 Whole iter step:92 - epoch progress:0/300 - total_loss:9.1572 - f_co_bce:0.6934 - f_bg_bce: 0.7647 - f_com_bce: 0.7119 - f_iou: 0.8274 - f_iou_com: 0.8317 - s_co_bce:0.7046 - s_bg_bce: 0.7665 - s_com_bce: 0.7337 - s_co_1_bce: 0.7561 - s_co_2_bce: 0.7561 - s_iou:0.7081 - s_iou_com:0.8248 batch_size: 0.8342306017875671 2024-01-17 23:44:36,635 Whole iter step:93 - epoch progress:0/300 - total_loss:8.7716 - f_co_bce:0.7332 - f_bg_bce: 0.7301 - f_com_bce: 0.7200 - f_iou: 0.7367 - f_iou_com: 0.7359 - s_co_bce:0.7109 - s_bg_bce: 0.7789 - s_com_bce: 0.7033 - s_co_1_bce: 0.7334 - s_co_2_bce: 0.7334 - s_iou:0.7368 - s_iou_com:0.7280 batch_size: 0.7245050668716431 2024-01-17 23:44:36,803 Whole iter step:94 - epoch progress:0/300 - total_loss:9.2687 - f_co_bce:0.7175 - f_bg_bce: 0.7430 - f_com_bce: 0.7094 - f_iou: 0.8498 - f_iou_com: 0.8537 - s_co_bce:0.7283 - s_bg_bce: 0.7315 - s_com_bce: 0.7462 - s_co_1_bce: 0.7269 - s_co_2_bce: 0.7269 - s_iou:0.7406 - s_iou_com:0.8564 batch_size: 0.8654088973999023 2024-01-17 23:44:37,111 Whole iter step:95 - epoch progress:0/300 - total_loss:8.6949 - f_co_bce:0.7386 - f_bg_bce: 0.7392 - f_com_bce: 0.7195 - f_iou: 0.7198 - f_iou_com: 0.7179 - s_co_bce:0.7284 - s_bg_bce: 0.7327 - s_com_bce: 0.7127 - s_co_1_bce: 0.7264 - s_co_2_bce: 0.7264 - s_iou:0.7361 - s_iou_com:0.7140 batch_size: 0.7094346284866333 2024-01-17 23:44:37,296 Whole iter step:96 - epoch progress:0/300 - total_loss:8.8670 - f_co_bce:0.7330 - f_bg_bce: 0.7214 - f_com_bce: 0.7130 - f_iou: 0.7520 - f_iou_com: 0.7450 - s_co_bce:0.7189 - s_bg_bce: 0.7554 - s_com_bce: 0.7279 - s_co_1_bce: 0.7601 - s_co_2_bce: 0.7601 - s_iou:0.7414 - s_iou_com:0.7471 batch_size: 0.7518993616104126 2024-01-17 23:44:37,556 Whole iter step:97 - epoch progress:0/300 - total_loss:8.9789 - f_co_bce:0.7208 - f_bg_bce: 0.7588 - f_com_bce: 0.7332 - f_iou: 0.7653 - f_iou_com: 0.7723 - s_co_bce:0.7032 - s_bg_bce: 0.7749 - s_com_bce: 0.7445 - s_co_1_bce: 0.7506 - s_co_2_bce: 0.7506 - s_iou:0.7313 - s_iou_com:0.7537 batch_size: 0.7703911066055298 2024-01-17 23:44:37,715 Whole iter step:98 - epoch progress:0/300 - total_loss:8.4737 - f_co_bce:0.7483 - f_bg_bce: 0.7032 - f_com_bce: 0.7138 - f_iou: 0.6685 - f_iou_com: 0.6609 - s_co_bce:0.7377 - s_bg_bce: 0.7309 - s_com_bce: 0.7354 - s_co_1_bce: 0.7340 - s_co_2_bce: 0.7340 - s_iou:0.7139 - s_iou_com:0.6638 batch_size: 0.6632754802703857 2024-01-17 23:44:37,893 Whole iter step:99 - epoch progress:0/300 - total_loss:9.3251 - f_co_bce:0.7230 - f_bg_bce: 0.7466 - f_com_bce: 0.6829 - f_iou: 0.8760 - f_iou_com: 0.8663 - s_co_bce:0.7164 - s_bg_bce: 0.7578 - s_com_bce: 0.7298 - s_co_1_bce: 0.7447 - s_co_2_bce: 0.7447 - s_iou:0.7288 - s_iou_com:0.8735 batch_size: 0.8790877461433411 2024-01-17 23:44:38,067 Whole iter step:100 - epoch progress:0/300 - total_loss:9.0929 - f_co_bce:0.7230 - f_bg_bce: 0.7299 - f_com_bce: 0.6937 - f_iou: 0.8199 - f_iou_com: 0.8076 - s_co_bce:0.7130 - s_bg_bce: 0.7588 - s_com_bce: 0.7357 - s_co_1_bce: 0.7577 - s_co_2_bce: 0.7577 - s_iou:0.7214 - s_iou_com:0.8102 batch_size: 0.8217982649803162 2024-01-17 23:44:38,348 Whole iter step:101 - epoch progress:0/300 - total_loss:9.3123 - f_co_bce:0.7423 - f_bg_bce: 0.7202 - f_com_bce: 0.7365 - f_iou: 0.8563 - f_iou_com: 0.8618 - s_co_bce:0.7246 - s_bg_bce: 0.7486 - s_com_bce: 0.7266 - s_co_1_bce: 0.7578 - s_co_2_bce: 0.7578 - s_iou:0.7283 - s_iou_com:0.8552 batch_size: 0.8541056513786316 2024-01-17 23:44:38,638 Whole iter step:102 - epoch progress:0/300 - total_loss:8.9162 - f_co_bce:0.7721 - f_bg_bce: 0.6864 - f_com_bce: 0.7660 - f_iou: 0.7713 - f_iou_com: 0.7712 - s_co_bce:0.7126 - s_bg_bce: 0.7540 - s_com_bce: 0.7251 - s_co_1_bce: 0.7516 - s_co_2_bce: 0.7516 - s_iou:0.6986 - s_iou_com:0.7522 batch_size: 0.7550973892211914 2024-01-17 23:44:38,798 Whole iter step:103 - epoch progress:0/300 - total_loss:9.3468 - f_co_bce:0.7132 - f_bg_bce: 0.7504 - f_com_bce: 0.7468 - f_iou: 0.8657 - f_iou_com: 0.8737 - s_co_bce:0.7234 - s_bg_bce: 0.7489 - s_com_bce: 0.7398 - s_co_1_bce: 0.7372 - s_co_2_bce: 0.7372 - s_iou:0.7228 - s_iou_com:0.8590 batch_size: 0.8659648299217224 2024-01-17 23:44:38,976 Whole iter step:104 - epoch progress:0/300 - total_loss:8.9129 - f_co_bce:0.7298 - f_bg_bce: 0.7328 - f_com_bce: 0.7109 - f_iou: 0.7708 - f_iou_com: 0.7681 - s_co_bce:0.7220 - s_bg_bce: 0.7482 - s_com_bce: 0.7258 - s_co_1_bce: 0.7395 - s_co_2_bce: 0.7395 - s_iou:0.7131 - s_iou_com:0.7750 batch_size: 0.7769638895988464 2024-01-17 23:44:39,144 Whole iter step:105 - epoch progress:0/300 - total_loss:9.0805 - f_co_bce:0.7013 - f_bg_bce: 0.7660 - f_com_bce: 0.6767 - f_iou: 0.8085 - f_iou_com: 0.8031 - s_co_bce:0.7451 - s_bg_bce: 0.7276 - s_com_bce: 0.7506 - s_co_1_bce: 0.7309 - s_co_2_bce: 0.7309 - s_iou:0.7141 - s_iou_com:0.8275 batch_size: 0.8291923403739929 2024-01-17 23:44:39,306 Whole iter step:106 - epoch progress:0/300 - total_loss:9.0252 - f_co_bce:0.6966 - f_bg_bce: 0.7508 - f_com_bce: 0.7074 - f_iou: 0.7917 - f_iou_com: 0.7955 - s_co_bce:0.7298 - s_bg_bce: 0.7474 - s_com_bce: 0.7357 - s_co_1_bce: 0.7476 - s_co_2_bce: 0.7476 - s_iou:0.7250 - s_iou_com:0.7976 batch_size: 0.8001912236213684 2024-01-17 23:44:39,471 Whole iter step:107 - epoch progress:0/300 - total_loss:9.5790 - f_co_bce:0.7233 - f_bg_bce: 0.7645 - f_com_bce: 0.7265 - f_iou: 0.9229 - f_iou_com: 0.9236 - s_co_bce:0.7296 - s_bg_bce: 0.7347 - s_com_bce: 0.7307 - s_co_1_bce: 0.7444 - s_co_2_bce: 0.7444 - s_iou:0.7286 - s_iou_com:0.9249 batch_size: 0.9252592921257019 2024-01-17 23:44:39,612 Whole iter step:108 - epoch progress:0/300 - total_loss:9.4977 - f_co_bce:0.7188 - f_bg_bce: 0.7350 - f_com_bce: 0.7267 - f_iou: 0.9047 - f_iou_com: 0.9107 - s_co_bce:0.7256 - s_bg_bce: 0.7470 - s_com_bce: 0.7249 - s_co_1_bce: 0.7372 - s_co_2_bce: 0.7372 - s_iou:0.7506 - s_iou_com:0.9083 batch_size: 0.9082863926887512 2024-01-17 23:44:39,794 Whole iter step:109 - epoch progress:0/300 - total_loss:9.5514 - f_co_bce:0.7303 - f_bg_bce: 0.7378 - f_com_bce: 0.7109 - f_iou: 0.9365 - f_iou_com: 0.9316 - s_co_bce:0.7118 - s_bg_bce: 0.7532 - s_com_bce: 0.7111 - s_co_1_bce: 0.7428 - s_co_2_bce: 0.7428 - s_iou:0.7298 - s_iou_com:0.9269 batch_size: 0.9286817908287048 2024-01-17 23:44:39,951 Whole iter step:110 - epoch progress:0/300 - total_loss:9.1529 - f_co_bce:0.7337 - f_bg_bce: 0.7291 - f_com_bce: 0.7303 - f_iou: 0.8209 - f_iou_com: 0.8296 - s_co_bce:0.7245 - s_bg_bce: 0.7474 - s_com_bce: 0.7420 - s_co_1_bce: 0.7265 - s_co_2_bce: 0.7265 - s_iou:0.7168 - s_iou_com:0.8241 batch_size: 0.8279496431350708 2024-01-17 23:44:40,113 Whole iter step:111 - epoch progress:0/300 - total_loss:9.6204 - f_co_bce:0.7223 - f_bg_bce: 0.7466 - f_com_bce: 0.7166 - f_iou: 0.9429 - f_iou_com: 0.9438 - s_co_bce:0.7167 - s_bg_bce: 0.7468 - s_com_bce: 0.7266 - s_co_1_bce: 0.7441 - s_co_2_bce: 0.7441 - s_iou:0.7305 - s_iou_com:0.9405 batch_size: 0.9431150555610657 2024-01-17 23:44:40,286 Whole iter step:112 - epoch progress:0/300 - total_loss:9.0380 - f_co_bce:0.7170 - f_bg_bce: 0.7405 - f_com_bce: 0.7153 - f_iou: 0.8122 - f_iou_com: 0.8082 - s_co_bce:0.6855 - s_bg_bce: 0.7835 - s_com_bce: 0.7177 - s_co_1_bce: 0.7507 - s_co_2_bce: 0.7507 - s_iou:0.7107 - s_iou_com:0.7911 batch_size: 0.8056331872940063 2024-01-17 23:44:40,441 Whole iter step:113 - epoch progress:0/300 - total_loss:8.7952 - f_co_bce:0.7074 - f_bg_bce: 0.7637 - f_com_bce: 0.7082 - f_iou: 0.7338 - f_iou_com: 0.7348 - s_co_bce:0.7198 - s_bg_bce: 0.7534 - s_com_bce: 0.7286 - s_co_1_bce: 0.7516 - s_co_2_bce: 0.7516 - s_iou:0.7279 - s_iou_com:0.7310 batch_size: 0.7349641919136047 2024-01-17 23:44:40,612 Whole iter step:114 - epoch progress:0/300 - total_loss:8.9752 - f_co_bce:0.7314 - f_bg_bce: 0.7190 - f_com_bce: 0.7011 - f_iou: 0.7845 - f_iou_com: 0.7775 - s_co_bce:0.7264 - s_bg_bce: 0.7482 - s_com_bce: 0.7340 - s_co_1_bce: 0.7517 - s_co_2_bce: 0.7517 - s_iou:0.7315 - s_iou_com:0.7827 batch_size: 0.787187397480011 2024-01-17 23:44:40,789 Whole iter step:115 - epoch progress:0/300 - total_loss:9.1104 - f_co_bce:0.7188 - f_bg_bce: 0.7349 - f_com_bce: 0.7298 - f_iou: 0.8078 - f_iou_com: 0.8116 - s_co_bce:0.7286 - s_bg_bce: 0.7463 - s_com_bce: 0.7406 - s_co_1_bce: 0.7447 - s_co_2_bce: 0.7447 - s_iou:0.7334 - s_iou_com:0.8056 batch_size: 0.8082868456840515 2024-01-17 23:44:41,057 Whole iter step:116 - epoch progress:0/300 - total_loss:9.0139 - f_co_bce:0.7431 - f_bg_bce: 0.7126 - f_com_bce: 0.7140 - f_iou: 0.8000 - f_iou_com: 0.7919 - s_co_bce:0.7152 - s_bg_bce: 0.7571 - s_com_bce: 0.7316 - s_co_1_bce: 0.7395 - s_co_2_bce: 0.7395 - s_iou:0.7181 - s_iou_com:0.7936 batch_size: 0.7972361445426941 2024-01-17 23:44:41,215 Whole iter step:117 - epoch progress:0/300 - total_loss:9.3338 - f_co_bce:0.7338 - f_bg_bce: 0.7284 - f_com_bce: 0.7131 - f_iou: 0.8767 - f_iou_com: 0.8736 - s_co_bce:0.7233 - s_bg_bce: 0.7457 - s_com_bce: 0.7250 - s_co_1_bce: 0.7390 - s_co_2_bce: 0.7390 - s_iou:0.7218 - s_iou_com:0.8772 batch_size: 0.8762233853340149 2024-01-17 23:44:42,114 Whole iter step:118 - epoch progress:0/300 - total_loss:9.2511 - f_co_bce:0.7191 - f_bg_bce: 0.7614 - f_com_bce: 0.7141 - f_iou: 0.8513 - f_iou_com: 0.8460 - s_co_bce:0.7174 - s_bg_bce: 0.7526 - s_com_bce: 0.7211 - s_co_1_bce: 0.7394 - s_co_2_bce: 0.7394 - s_iou:0.7351 - s_iou_com:0.8456 batch_size: 0.8481154441833496 2024-01-17 23:44:42,309 Whole iter step:119 - epoch progress:0/300 - total_loss:8.9661 - f_co_bce:0.7491 - f_bg_bce: 0.7266 - f_com_bce: 0.7240 - f_iou: 0.7787 - f_iou_com: 0.7747 - s_co_bce:0.7149 - s_bg_bce: 0.7452 - s_com_bce: 0.7468 - s_co_1_bce: 0.7415 - s_co_2_bce: 0.7415 - s_iou:0.7197 - s_iou_com:0.7667 batch_size: 0.7781380414962769 2024-01-17 23:44:42,489 Whole iter step:120 - epoch progress:0/300 - total_loss:9.1167 - f_co_bce:0.7393 - f_bg_bce: 0.7210 - f_com_bce: 0.7149 - f_iou: 0.8189 - f_iou_com: 0.8133 - s_co_bce:0.7183 - s_bg_bce: 0.7621 - s_com_bce: 0.7240 - s_co_1_bce: 0.7626 - s_co_2_bce: 0.7626 - s_iou:0.7214 - s_iou_com:0.8083 batch_size: 0.8124678730964661 2024-01-17 23:44:42,663 Whole iter step:121 - epoch progress:0/300 - total_loss:9.2980 - f_co_bce:0.7350 - f_bg_bce: 0.7258 - f_com_bce: 0.7106 - f_iou: 0.8771 - f_iou_com: 0.8704 - s_co_bce:0.7109 - s_bg_bce: 0.7632 - s_com_bce: 0.7050 - s_co_1_bce: 0.7441 - s_co_2_bce: 0.7441 - s_iou:0.7270 - s_iou_com:0.8657 batch_size: 0.863189160823822 2024-01-17 23:44:42,827 Whole iter step:122 - epoch progress:0/300 - total_loss:9.1797 - f_co_bce:0.7456 - f_bg_bce: 0.7103 - f_com_bce: 0.7074 - f_iou: 0.8380 - f_iou_com: 0.8269 - s_co_bce:0.7242 - s_bg_bce: 0.7462 - s_com_bce: 0.7352 - s_co_1_bce: 0.7511 - s_co_2_bce: 0.7511 - s_iou:0.7202 - s_iou_com:0.8342 batch_size: 0.8402420878410339 2024-01-17 23:44:42,996 Whole iter step:123 - epoch progress:0/300 - total_loss:9.2692 - f_co_bce:0.7242 - f_bg_bce: 0.7338 - f_com_bce: 0.7287 - f_iou: 0.8518 - f_iou_com: 0.8563 - s_co_bce:0.7247 - s_bg_bce: 0.7425 - s_com_bce: 0.7286 - s_co_1_bce: 0.7427 - s_co_2_bce: 0.7427 - s_iou:0.7320 - s_iou_com:0.8514 batch_size: 0.8523807525634766 2024-01-17 23:44:43,168 Whole iter step:124 - epoch progress:0/300 - total_loss:9.5988 - f_co_bce:0.7409 - f_bg_bce: 0.7175 - f_com_bce: 0.7270 - f_iou: 0.9336 - f_iou_com: 0.9300 - s_co_bce:0.7249 - s_bg_bce: 0.7499 - s_com_bce: 0.7323 - s_co_1_bce: 0.7473 - s_co_2_bce: 0.7473 - s_iou:0.7320 - s_iou_com:0.9306 batch_size: 0.9326901435852051 2024-01-17 23:44:43,338 Whole iter step:125 - epoch progress:0/300 - total_loss:8.8103 - f_co_bce:0.7286 - f_bg_bce: 0.7216 - f_com_bce: 0.7376 - f_iou: 0.7498 - f_iou_com: 0.7551 - s_co_bce:0.7133 - s_bg_bce: 0.7542 - s_com_bce: 0.7239 - s_co_1_bce: 0.7314 - s_co_2_bce: 0.7314 - s_iou:0.7111 - s_iou_com:0.7386 batch_size: 0.7450563907623291 2024-01-17 23:44:43,505 Whole iter step:126 - epoch progress:0/300 - total_loss:9.3656 - f_co_bce:0.7318 - f_bg_bce: 0.7478 - f_com_bce: 0.6958 - f_iou: 0.8721 - f_iou_com: 0.8705 - s_co_bce:0.7257 - s_bg_bce: 0.7492 - s_com_bce: 0.7317 - s_co_1_bce: 0.7501 - s_co_2_bce: 0.7501 - s_iou:0.7290 - s_iou_com:0.8789 batch_size: 0.8828957676887512 2024-01-17 23:44:43,684 Whole iter step:127 - epoch progress:0/300 - total_loss:9.4257 - f_co_bce:0.7130 - f_bg_bce: 0.7312 - f_com_bce: 0.7127 - f_iou: 0.9023 - f_iou_com: 0.8989 - s_co_bce:0.7256 - s_bg_bce: 0.7498 - s_com_bce: 0.7190 - s_co_1_bce: 0.7478 - s_co_2_bce: 0.7478 - s_iou:0.7324 - s_iou_com:0.8968 batch_size: 0.8961724638938904 2024-01-17 23:44:43,844 Whole iter step:128 - epoch progress:0/300 - total_loss:9.5535 - f_co_bce:0.7270 - f_bg_bce: 0.7226 - f_com_bce: 0.7025 - f_iou: 0.9326 - f_iou_com: 0.9291 - s_co_bce:0.7269 - s_bg_bce: 0.7488 - s_com_bce: 0.7276 - s_co_1_bce: 0.7380 - s_co_2_bce: 0.7380 - s_iou:0.7323 - s_iou_com:0.9309 batch_size: 0.9352527856826782 2024-01-17 23:44:44,010 Whole iter step:129 - epoch progress:0/300 - total_loss:9.1552 - f_co_bce:0.7219 - f_bg_bce: 0.7317 - f_com_bce: 0.7209 - f_iou: 0.8307 - f_iou_com: 0.8339 - s_co_bce:0.7085 - s_bg_bce: 0.7721 - s_com_bce: 0.7229 - s_co_1_bce: 0.7291 - s_co_2_bce: 0.7291 - s_iou:0.7286 - s_iou_com:0.8260 batch_size: 0.8289576768875122 2024-01-17 23:44:44,164 Whole iter step:130 - epoch progress:0/300 - total_loss:9.0223 - f_co_bce:0.7035 - f_bg_bce: 0.7555 - f_com_bce: 0.7148 - f_iou: 0.7909 - f_iou_com: 0.7988 - s_co_bce:0.7000 - s_bg_bce: 0.7600 - s_com_bce: 0.7180 - s_co_1_bce: 0.7518 - s_co_2_bce: 0.7518 - s_iou:0.7402 - s_iou_com:0.7911 batch_size: 0.7978389859199524 2024-01-17 23:44:44,317 Whole iter step:131 - epoch progress:0/300 - total_loss:9.1356 - f_co_bce:0.7016 - f_bg_bce: 0.7490 - f_com_bce: 0.7152 - f_iou: 0.8156 - f_iou_com: 0.8245 - s_co_bce:0.7241 - s_bg_bce: 0.7429 - s_com_bce: 0.7381 - s_co_1_bce: 0.7355 - s_co_2_bce: 0.7355 - s_iou:0.7282 - s_iou_com:0.8280 batch_size: 0.8329409956932068 2024-01-17 23:44:44,499 Whole iter step:132 - epoch progress:0/300 - total_loss:8.7884 - f_co_bce:0.7058 - f_bg_bce: 0.7814 - f_com_bce: 0.6965 - f_iou: 0.7315 - f_iou_com: 0.7349 - s_co_bce:0.7410 - s_bg_bce: 0.7271 - s_com_bce: 0.7327 - s_co_1_bce: 0.7316 - s_co_2_bce: 0.7316 - s_iou:0.7158 - s_iou_com:0.7468 batch_size: 0.743372917175293 2024-01-17 23:44:44,672 Whole iter step:133 - epoch progress:0/300 - total_loss:9.5932 - f_co_bce:0.7386 - f_bg_bce: 0.7273 - f_com_bce: 0.7306 - f_iou: 0.9404 - f_iou_com: 0.9396 - s_co_bce:0.7145 - s_bg_bce: 0.7492 - s_com_bce: 0.7138 - s_co_1_bce: 0.7441 - s_co_2_bce: 0.7441 - s_iou:0.7245 - s_iou_com:0.9353 batch_size: 0.9352213740348816 2024-01-17 23:44:44,848 Whole iter step:134 - epoch progress:0/300 - total_loss:9.3282 - f_co_bce:0.7035 - f_bg_bce: 0.7832 - f_com_bce: 0.7032 - f_iou: 0.8585 - f_iou_com: 0.8573 - s_co_bce:0.7207 - s_bg_bce: 0.7444 - s_com_bce: 0.7411 - s_co_1_bce: 0.7477 - s_co_2_bce: 0.7477 - s_iou:0.7308 - s_iou_com:0.8639 batch_size: 0.8738840222358704 2024-01-17 23:44:45,010 Whole iter step:135 - epoch progress:0/300 - total_loss:8.8009 - f_co_bce:0.7243 - f_bg_bce: 0.7319 - f_com_bce: 0.7054 - f_iou: 0.7404 - f_iou_com: 0.7400 - s_co_bce:0.7182 - s_bg_bce: 0.7498 - s_com_bce: 0.7302 - s_co_1_bce: 0.7349 - s_co_2_bce: 0.7349 - s_iou:0.7361 - s_iou_com:0.7427 batch_size: 0.7470013499259949 2024-01-17 23:44:45,183 Whole iter step:136 - epoch progress:0/300 - total_loss:9.4766 - f_co_bce:0.7188 - f_bg_bce: 0.7268 - f_com_bce: 0.7077 - f_iou: 0.9137 - f_iou_com: 0.9121 - s_co_bce:0.7015 - s_bg_bce: 0.7718 - s_com_bce: 0.7275 - s_co_1_bce: 0.7403 - s_co_2_bce: 0.7403 - s_iou:0.7270 - s_iou_com:0.9106 batch_size: 0.9187942743301392 2024-01-17 23:44:45,347 Whole iter step:137 - epoch progress:0/300 - total_loss:9.2002 - f_co_bce:0.7292 - f_bg_bce: 0.7284 - f_com_bce: 0.7143 - f_iou: 0.8466 - f_iou_com: 0.8410 - s_co_bce:0.7174 - s_bg_bce: 0.7618 - s_com_bce: 0.7123 - s_co_1_bce: 0.7422 - s_co_2_bce: 0.7422 - s_iou:0.7284 - s_iou_com:0.8394 batch_size: 0.83913654088974 2024-01-17 23:44:45,495 Whole iter step:138 - epoch progress:0/300 - total_loss:9.0632 - f_co_bce:0.7151 - f_bg_bce: 0.7622 - f_com_bce: 0.7291 - f_iou: 0.8050 - f_iou_com: 0.8092 - s_co_bce:0.7131 - s_bg_bce: 0.7616 - s_com_bce: 0.7148 - s_co_1_bce: 0.7430 - s_co_2_bce: 0.7430 - s_iou:0.7057 - s_iou_com:0.8018 batch_size: 0.8027452826499939 2024-01-17 23:44:45,674 Whole iter step:139 - epoch progress:0/300 - total_loss:9.3997 - f_co_bce:0.7344 - f_bg_bce: 0.7225 - f_com_bce: 0.7203 - f_iou: 0.8921 - f_iou_com: 0.8909 - s_co_bce:0.7141 - s_bg_bce: 0.7617 - s_com_bce: 0.7187 - s_co_1_bce: 0.7404 - s_co_2_bce: 0.7404 - s_iou:0.7324 - s_iou_com:0.8851 batch_size: 0.8869420289993286 2024-01-17 23:44:45,821 Whole iter step:140 - epoch progress:0/300 - total_loss:9.0683 - f_co_bce:0.7142 - f_bg_bce: 0.7475 - f_com_bce: 0.7325 - f_iou: 0.7936 - f_iou_com: 0.8098 - s_co_bce:0.7046 - s_bg_bce: 0.7729 - s_com_bce: 0.7187 - s_co_1_bce: 0.7531 - s_co_2_bce: 0.7531 - s_iou:0.7273 - s_iou_com:0.7936 batch_size: 0.8005595207214355 2024-01-17 23:44:45,996 Whole iter step:141 - epoch progress:0/300 - total_loss:8.8502 - f_co_bce:0.6907 - f_bg_bce: 0.7716 - f_com_bce: 0.6630 - f_iou: 0.7551 - f_iou_com: 0.7448 - s_co_bce:0.7310 - s_bg_bce: 0.7511 - s_com_bce: 0.7253 - s_co_1_bce: 0.7526 - s_co_2_bce: 0.7526 - s_iou:0.7320 - s_iou_com:0.7665 batch_size: 0.7664241194725037 2024-01-17 23:44:46,174 Whole iter step:142 - epoch progress:0/300 - total_loss:9.2159 - f_co_bce:0.7206 - f_bg_bce: 0.7237 - f_com_bce: 0.7110 - f_iou: 0.8560 - f_iou_com: 0.8498 - s_co_bce:0.7066 - s_bg_bce: 0.7645 - s_com_bce: 0.7191 - s_co_1_bce: 0.7412 - s_co_2_bce: 0.7412 - s_iou:0.7209 - s_iou_com:0.8488 batch_size: 0.8536939024925232 2024-01-17 23:44:46,503 Whole iter step:143 - epoch progress:0/300 - total_loss:8.7179 - f_co_bce:0.7138 - f_bg_bce: 0.7431 - f_com_bce: 0.7356 - f_iou: 0.7145 - f_iou_com: 0.7238 - s_co_bce:0.7180 - s_bg_bce: 0.7460 - s_com_bce: 0.7239 - s_co_1_bce: 0.7470 - s_co_2_bce: 0.7470 - s_iou:0.7245 - s_iou_com:0.7125 batch_size: 0.7151124477386475 2024-01-17 23:44:46,674 Whole iter step:144 - epoch progress:0/300 - total_loss:9.3018 - f_co_bce:0.7266 - f_bg_bce: 0.7227 - f_com_bce: 0.7080 - f_iou: 0.8657 - f_iou_com: 0.8618 - s_co_bce:0.7082 - s_bg_bce: 0.7620 - s_com_bce: 0.7305 - s_co_1_bce: 0.7512 - s_co_2_bce: 0.7512 - s_iou:0.7366 - s_iou_com:0.8616 batch_size: 0.866818368434906 2024-01-17 23:44:46,875 Whole iter step:145 - epoch progress:0/300 - total_loss:9.3884 - f_co_bce:0.7072 - f_bg_bce: 0.7559 - f_com_bce: 0.7132 - f_iou: 0.8772 - f_iou_com: 0.8802 - s_co_bce:0.7319 - s_bg_bce: 0.7462 - s_com_bce: 0.7436 - s_co_1_bce: 0.7439 - s_co_2_bce: 0.7439 - s_iou:0.7195 - s_iou_com:0.8812 batch_size: 0.8884459733963013 2024-01-17 23:44:47,059 Whole iter step:146 - epoch progress:0/300 - total_loss:9.3773 - f_co_bce:0.7138 - f_bg_bce: 0.7247 - f_com_bce: 0.7270 - f_iou: 0.8854 - f_iou_com: 0.8921 - s_co_bce:0.7083 - s_bg_bce: 0.7582 - s_com_bce: 0.7277 - s_co_1_bce: 0.7444 - s_co_2_bce: 0.7444 - s_iou:0.7258 - s_iou_com:0.8817 batch_size: 0.8882660269737244 2024-01-17 23:44:47,204 Whole iter step:147 - epoch progress:0/300 - total_loss:9.3730 - f_co_bce:0.7300 - f_bg_bce: 0.7372 - f_com_bce: 0.7217 - f_iou: 0.8850 - f_iou_com: 0.8782 - s_co_bce:0.7285 - s_bg_bce: 0.7429 - s_com_bce: 0.7280 - s_co_1_bce: 0.7386 - s_co_2_bce: 0.7386 - s_iou:0.7247 - s_iou_com:0.8786 batch_size: 0.8797249794006348 2024-01-17 23:44:47,405 Whole iter step:148 - epoch progress:0/300 - total_loss:9.0349 - f_co_bce:0.7530 - f_bg_bce: 0.7103 - f_com_bce: 0.7122 - f_iou: 0.8050 - f_iou_com: 0.7921 - s_co_bce:0.7178 - s_bg_bce: 0.7532 - s_com_bce: 0.7312 - s_co_1_bce: 0.7460 - s_co_2_bce: 0.7460 - s_iou:0.7282 - s_iou_com:0.7895 batch_size: 0.7963672876358032 2024-01-17 23:44:47,563 Whole iter step:149 - epoch progress:0/300 - total_loss:8.7689 - f_co_bce:0.7368 - f_bg_bce: 0.7093 - f_com_bce: 0.6991 - f_iou: 0.7537 - f_iou_com: 0.7404 - s_co_bce:0.7141 - s_bg_bce: 0.7557 - s_com_bce: 0.7092 - s_co_1_bce: 0.7334 - s_co_2_bce: 0.7334 - s_iou:0.7322 - s_iou_com:0.7435 batch_size: 0.741500735282898 2024-01-17 23:44:47,726 Whole iter step:150 - epoch progress:0/300 - total_loss:9.1316 - f_co_bce:0.7523 - f_bg_bce: 0.7097 - f_com_bce: 0.6839 - f_iou: 0.8357 - f_iou_com: 0.8155 - s_co_bce:0.7158 - s_bg_bce: 0.7745 - s_com_bce: 0.7232 - s_co_1_bce: 0.7364 - s_co_2_bce: 0.7364 - s_iou:0.7364 - s_iou_com:0.8231 batch_size: 0.8251366019248962 2024-01-17 23:44:47,907 Whole iter step:151 - epoch progress:0/300 - total_loss:9.4080 - f_co_bce:0.6979 - f_bg_bce: 0.7508 - f_com_bce: 0.7043 - f_iou: 0.8891 - f_iou_com: 0.8871 - s_co_bce:0.7216 - s_bg_bce: 0.7523 - s_com_bce: 0.7394 - s_co_1_bce: 0.7470 - s_co_2_bce: 0.7470 - s_iou:0.7297 - s_iou_com:0.8907 batch_size: 0.8980180621147156 2024-01-17 23:44:48,197 Whole iter step:152 - epoch progress:0/300 - total_loss:9.1905 - f_co_bce:0.6963 - f_bg_bce: 0.7510 - f_com_bce: 0.7063 - f_iou: 0.8421 - f_iou_com: 0.8403 - s_co_bce:0.7163 - s_bg_bce: 0.7570 - s_com_bce: 0.7223 - s_co_1_bce: 0.7430 - s_co_2_bce: 0.7430 - s_iou:0.7342 - s_iou_com:0.8386 batch_size: 0.8430027961730957 2024-01-17 23:44:48,495 Whole iter step:153 - epoch progress:0/300 - total_loss:9.1777 - f_co_bce:0.7201 - f_bg_bce: 0.7394 - f_com_bce: 0.7416 - f_iou: 0.8305 - f_iou_com: 0.8387 - s_co_bce:0.7173 - s_bg_bce: 0.7482 - s_com_bce: 0.7296 - s_co_1_bce: 0.7383 - s_co_2_bce: 0.7383 - s_iou:0.7159 - s_iou_com:0.8265 batch_size: 0.8315585255622864 2024-01-17 23:44:48,667 Whole iter step:154 - epoch progress:0/300 - total_loss:9.3641 - f_co_bce:0.6964 - f_bg_bce: 0.7534 - f_com_bce: 0.7430 - f_iou: 0.8773 - f_iou_com: 0.8892 - s_co_bce:0.7251 - s_bg_bce: 0.7431 - s_com_bce: 0.7236 - s_co_1_bce: 0.7438 - s_co_2_bce: 0.7438 - s_iou:0.7091 - s_iou_com:0.8786 batch_size: 0.8814307451248169 2024-01-17 23:44:48,828 Whole iter step:155 - epoch progress:0/300 - total_loss:9.3842 - f_co_bce:0.7275 - f_bg_bce: 0.7333 - f_com_bce: 0.7112 - f_iou: 0.8890 - f_iou_com: 0.8846 - s_co_bce:0.7358 - s_bg_bce: 0.7256 - s_com_bce: 0.7381 - s_co_1_bce: 0.7373 - s_co_2_bce: 0.7373 - s_iou:0.7205 - s_iou_com:0.8896 batch_size: 0.891679584980011 2024-01-17 23:44:49,004 Whole iter step:156 - epoch progress:0/300 - total_loss:9.0838 - f_co_bce:0.7792 - f_bg_bce: 0.6704 - f_com_bce: 0.7337 - f_iou: 0.8287 - f_iou_com: 0.8166 - s_co_bce:0.7039 - s_bg_bce: 0.7646 - s_com_bce: 0.7162 - s_co_1_bce: 0.7394 - s_co_2_bce: 0.7394 - s_iou:0.7265 - s_iou_com:0.7993 batch_size: 0.805231511592865 2024-01-17 23:44:49,183 Whole iter step:157 - epoch progress:0/300 - total_loss:9.3335 - f_co_bce:0.7317 - f_bg_bce: 0.7118 - f_com_bce: 0.7173 - f_iou: 0.8685 - f_iou_com: 0.8722 - s_co_bce:0.7214 - s_bg_bce: 0.7545 - s_com_bce: 0.7285 - s_co_1_bce: 0.7478 - s_co_2_bce: 0.7478 - s_iou:0.7290 - s_iou_com:0.8744 batch_size: 0.8764590620994568 2024-01-17 23:44:49,336 Whole iter step:158 - epoch progress:0/300 - total_loss:9.2374 - f_co_bce:0.7409 - f_bg_bce: 0.7162 - f_com_bce: 0.7321 - f_iou: 0.8508 - f_iou_com: 0.8507 - s_co_bce:0.7084 - s_bg_bce: 0.7696 - s_com_bce: 0.7039 - s_co_1_bce: 0.7601 - s_co_2_bce: 0.7601 - s_iou:0.7278 - s_iou_com:0.8397 batch_size: 0.8370567560195923 2024-01-17 23:44:49,638 Whole iter step:159 - epoch progress:0/300 - total_loss:8.7974 - f_co_bce:0.6892 - f_bg_bce: 0.7479 - f_com_bce: 0.7001 - f_iou: 0.7380 - f_iou_com: 0.7394 - s_co_bce:0.7306 - s_bg_bce: 0.7388 - s_com_bce: 0.7362 - s_co_1_bce: 0.7315 - s_co_2_bce: 0.7315 - s_iou:0.7408 - s_iou_com:0.7497 batch_size: 0.7552468776702881 2024-01-17 23:44:49,931 Whole iter step:160 - epoch progress:0/300 - total_loss:8.9689 - f_co_bce:0.7219 - f_bg_bce: 0.7253 - f_com_bce: 0.7140 - f_iou: 0.7866 - f_iou_com: 0.7776 - s_co_bce:0.7280 - s_bg_bce: 0.7422 - s_com_bce: 0.7436 - s_co_1_bce: 0.7356 - s_co_2_bce: 0.7356 - s_iou:0.7403 - s_iou_com:0.7745 batch_size: 0.7793406844139099 2024-01-17 23:44:50,102 Whole iter step:161 - epoch progress:0/300 - total_loss:9.6483 - f_co_bce:0.7228 - f_bg_bce: 0.7435 - f_com_bce: 0.7196 - f_iou: 0.9471 - f_iou_com: 0.9503 - s_co_bce:0.7232 - s_bg_bce: 0.7506 - s_com_bce: 0.7230 - s_co_1_bce: 0.7400 - s_co_2_bce: 0.7400 - s_iou:0.7319 - s_iou_com:0.9462 batch_size: 0.950140118598938 2024-01-17 23:44:50,415 Whole iter step:162 - epoch progress:0/300 - total_loss:8.6398 - f_co_bce:0.7264 - f_bg_bce: 0.7388 - f_com_bce: 0.7279 - f_iou: 0.6989 - f_iou_com: 0.7024 - s_co_bce:0.7249 - s_bg_bce: 0.7438 - s_com_bce: 0.7116 - s_co_1_bce: 0.7399 - s_co_2_bce: 0.7399 - s_iou:0.7392 - s_iou_com:0.6958 batch_size: 0.6901741027832031 2024-01-17 23:44:50,702 Whole iter step:163 - epoch progress:0/300 - total_loss:9.4406 - f_co_bce:0.7255 - f_bg_bce: 0.7444 - f_com_bce: 0.7211 - f_iou: 0.8996 - f_iou_com: 0.8955 - s_co_bce:0.7256 - s_bg_bce: 0.7425 - s_com_bce: 0.7293 - s_co_1_bce: 0.7400 - s_co_2_bce: 0.7400 - s_iou:0.7192 - s_iou_com:0.8984 batch_size: 0.8996119499206543 2024-01-17 23:44:50,894 Whole iter step:164 - epoch progress:0/300 - total_loss:9.3342 - f_co_bce:0.7449 - f_bg_bce: 0.6996 - f_com_bce: 0.7379 - f_iou: 0.8698 - f_iou_com: 0.8730 - s_co_bce:0.6985 - s_bg_bce: 0.7743 - s_com_bce: 0.7276 - s_co_1_bce: 0.7610 - s_co_2_bce: 0.7610 - s_iou:0.7275 - s_iou_com:0.8557 batch_size: 0.8642735481262207 2024-01-17 23:44:51,186 Whole iter step:165 - epoch progress:0/300 - total_loss:9.5094 - f_co_bce:0.7175 - f_bg_bce: 0.7295 - f_com_bce: 0.7279 - f_iou: 0.9145 - f_iou_com: 0.9201 - s_co_bce:0.7230 - s_bg_bce: 0.7434 - s_com_bce: 0.7292 - s_co_1_bce: 0.7480 - s_co_2_bce: 0.7480 - s_iou:0.7210 - s_iou_com:0.9162 batch_size: 0.9192897081375122 2024-01-17 23:44:51,377 Whole iter step:166 - epoch progress:0/300 - total_loss:9.2906 - f_co_bce:0.7383 - f_bg_bce: 0.7293 - f_com_bce: 0.7095 - f_iou: 0.8618 - f_iou_com: 0.8553 - s_co_bce:0.7227 - s_bg_bce: 0.7460 - s_com_bce: 0.7322 - s_co_1_bce: 0.7581 - s_co_2_bce: 0.7581 - s_iou:0.7180 - s_iou_com:0.8574 batch_size: 0.8618947863578796 2024-01-17 23:44:51,677 Whole iter step:167 - epoch progress:0/300 - total_loss:8.8510 - f_co_bce:0.7307 - f_bg_bce: 0.7242 - f_com_bce: 0.7418 - f_iou: 0.7497 - f_iou_com: 0.7537 - s_co_bce:0.7071 - s_bg_bce: 0.7661 - s_com_bce: 0.7208 - s_co_1_bce: 0.7421 - s_co_2_bce: 0.7421 - s_iou:0.7236 - s_iou_com:0.7432 batch_size: 0.7478858828544617 2024-01-17 23:44:51,844 Whole iter step:168 - epoch progress:0/300 - total_loss:9.3659 - f_co_bce:0.7123 - f_bg_bce: 0.7473 - f_com_bce: 0.7276 - f_iou: 0.8708 - f_iou_com: 0.8713 - s_co_bce:0.7046 - s_bg_bce: 0.7718 - s_com_bce: 0.7375 - s_co_1_bce: 0.7614 - s_co_2_bce: 0.7614 - s_iou:0.7263 - s_iou_com:0.8616 batch_size: 0.8733264803886414 2024-01-17 23:44:52,001 Whole iter step:169 - epoch progress:0/300 - total_loss:8.8743 - f_co_bce:0.7271 - f_bg_bce: 0.7295 - f_com_bce: 0.7244 - f_iou: 0.7608 - f_iou_com: 0.7624 - s_co_bce:0.7311 - s_bg_bce: 0.7452 - s_com_bce: 0.7173 - s_co_1_bce: 0.7403 - s_co_2_bce: 0.7403 - s_iou:0.7180 - s_iou_com:0.7617 batch_size: 0.7566266655921936 2024-01-17 23:44:52,187 Whole iter step:170 - epoch progress:0/300 - total_loss:8.9460 - f_co_bce:0.7471 - f_bg_bce: 0.7141 - f_com_bce: 0.7271 - f_iou: 0.7812 - f_iou_com: 0.7725 - s_co_bce:0.7166 - s_bg_bce: 0.7534 - s_com_bce: 0.7222 - s_co_1_bce: 0.7474 - s_co_2_bce: 0.7474 - s_iou:0.7315 - s_iou_com:0.7652 batch_size: 0.7676877975463867 2024-01-17 23:44:52,357 Whole iter step:171 - epoch progress:0/300 - total_loss:8.6273 - f_co_bce:0.7107 - f_bg_bce: 0.7482 - f_com_bce: 0.6956 - f_iou: 0.7093 - f_iou_com: 0.7093 - s_co_bce:0.7140 - s_bg_bce: 0.7469 - s_com_bce: 0.7082 - s_co_1_bce: 0.7373 - s_co_2_bce: 0.7373 - s_iou:0.7294 - s_iou_com:0.7110 batch_size: 0.707401692867279 2024-01-17 23:44:52,519 Whole iter step:172 - epoch progress:0/300 - total_loss:9.3275 - f_co_bce:0.7218 - f_bg_bce: 0.7366 - f_com_bce: 0.7198 - f_iou: 0.8748 - f_iou_com: 0.8679 - s_co_bce:0.7138 - s_bg_bce: 0.7592 - s_com_bce: 0.7255 - s_co_1_bce: 0.7503 - s_co_2_bce: 0.7503 - s_iou:0.7297 - s_iou_com:0.8607 batch_size: 0.8674789667129517 2024-01-17 23:44:52,846 Whole iter step:173 - epoch progress:0/300 - total_loss:8.6933 - f_co_bce:0.7209 - f_bg_bce: 0.7312 - f_com_bce: 0.7415 - f_iou: 0.7057 - f_iou_com: 0.7124 - s_co_bce:0.7325 - s_bg_bce: 0.7383 - s_com_bce: 0.7358 - s_co_1_bce: 0.7402 - s_co_2_bce: 0.7402 - s_iou:0.7231 - s_iou_com:0.7060 batch_size: 0.7057157754898071 2024-01-17 23:44:53,011 Whole iter step:174 - epoch progress:0/300 - total_loss:9.4287 - f_co_bce:0.7275 - f_bg_bce: 0.7274 - f_com_bce: 0.7377 - f_iou: 0.8912 - f_iou_com: 0.8945 - s_co_bce:0.7169 - s_bg_bce: 0.7524 - s_com_bce: 0.7364 - s_co_1_bce: 0.7494 - s_co_2_bce: 0.7494 - s_iou:0.7239 - s_iou_com:0.8830 batch_size: 0.8883693814277649 2024-01-17 23:44:53,179 Whole iter step:175 - epoch progress:0/300 - total_loss:9.1231 - f_co_bce:0.7239 - f_bg_bce: 0.7362 - f_com_bce: 0.7165 - f_iou: 0.8154 - f_iou_com: 0.8128 - s_co_bce:0.7183 - s_bg_bce: 0.7558 - s_com_bce: 0.7326 - s_co_1_bce: 0.7604 - s_co_2_bce: 0.7604 - s_iou:0.7254 - s_iou_com:0.8099 batch_size: 0.8158491253852844 2024-01-17 23:44:53,343 Whole iter step:176 - epoch progress:0/300 - total_loss:9.2487 - f_co_bce:0.7271 - f_bg_bce: 0.7308 - f_com_bce: 0.7092 - f_iou: 0.8583 - f_iou_com: 0.8515 - s_co_bce:0.7188 - s_bg_bce: 0.7485 - s_com_bce: 0.7289 - s_co_1_bce: 0.7498 - s_co_2_bce: 0.7498 - s_iou:0.7193 - s_iou_com:0.8521 batch_size: 0.8542487025260925 2024-01-17 23:44:53,498 Whole iter step:177 - epoch progress:0/300 - total_loss:9.2206 - f_co_bce:0.7392 - f_bg_bce: 0.7222 - f_com_bce: 0.7317 - f_iou: 0.8384 - f_iou_com: 0.8407 - s_co_bce:0.7212 - s_bg_bce: 0.7582 - s_com_bce: 0.7343 - s_co_1_bce: 0.7499 - s_co_2_bce: 0.7499 - s_iou:0.7137 - s_iou_com:0.8339 batch_size: 0.8371402025222778 2024-01-17 23:44:53,672 Whole iter step:178 - epoch progress:0/300 - total_loss:8.6801 - f_co_bce:0.7235 - f_bg_bce: 0.7707 - f_com_bce: 0.7301 - f_iou: 0.7017 - f_iou_com: 0.7093 - s_co_bce:0.7394 - s_bg_bce: 0.7329 - s_com_bce: 0.7206 - s_co_1_bce: 0.7197 - s_co_2_bce: 0.7197 - s_iou:0.7263 - s_iou_com:0.7049 batch_size: 0.7009915709495544 2024-01-17 23:44:53,968 Whole iter step:179 - epoch progress:0/300 - total_loss:7.9466 - f_co_bce:0.7092 - f_bg_bce: 0.7476 - f_com_bce: 0.7089 - f_iou: 0.5212 - f_iou_com: 0.5246 - s_co_bce:0.7353 - s_bg_bce: 0.7336 - s_com_bce: 0.7380 - s_co_1_bce: 0.7402 - s_co_2_bce: 0.7402 - s_iou:0.7235 - s_iou_com:0.5318 batch_size: 0.5328084230422974 2024-01-17 23:44:54,236 Whole iter step:180 - epoch progress:0/300 - total_loss:9.0027 - f_co_bce:0.7369 - f_bg_bce: 0.7198 - f_com_bce: 0.7312 - f_iou: 0.7823 - f_iou_com: 0.7841 - s_co_bce:0.7229 - s_bg_bce: 0.7478 - s_com_bce: 0.7406 - s_co_1_bce: 0.7484 - s_co_2_bce: 0.7484 - s_iou:0.7219 - s_iou_com:0.7803 batch_size: 0.7865465879440308 2024-01-17 23:44:54,411 Whole iter step:181 - epoch progress:0/300 - total_loss:9.4532 - f_co_bce:0.7389 - f_bg_bce: 0.7307 - f_com_bce: 0.7253 - f_iou: 0.9045 - f_iou_com: 0.9010 - s_co_bce:0.7072 - s_bg_bce: 0.7564 - s_com_bce: 0.7184 - s_co_1_bce: 0.7534 - s_co_2_bce: 0.7534 - s_iou:0.7324 - s_iou_com:0.8913 batch_size: 0.8937771916389465 2024-01-17 23:44:54,591 Whole iter step:182 - epoch progress:0/300 - total_loss:9.2145 - f_co_bce:0.7413 - f_bg_bce: 0.7104 - f_com_bce: 0.7438 - f_iou: 0.8461 - f_iou_com: 0.8438 - s_co_bce:0.7176 - s_bg_bce: 0.7574 - s_com_bce: 0.7335 - s_co_1_bce: 0.7261 - s_co_2_bce: 0.7261 - s_iou:0.7287 - s_iou_com:0.8292 batch_size: 0.8365864157676697 2024-01-17 23:44:54,766 Whole iter step:183 - epoch progress:0/300 - total_loss:9.2073 - f_co_bce:0.7654 - f_bg_bce: 0.7237 - f_com_bce: 0.7245 - f_iou: 0.8407 - f_iou_com: 0.8258 - s_co_bce:0.7248 - s_bg_bce: 0.7450 - s_com_bce: 0.7231 - s_co_1_bce: 0.7585 - s_co_2_bce: 0.7585 - s_iou:0.7306 - s_iou_com:0.8222 batch_size: 0.8231329917907715 2024-01-17 23:44:54,921 Whole iter step:184 - epoch progress:0/300 - total_loss:9.3641 - f_co_bce:0.7211 - f_bg_bce: 0.7723 - f_com_bce: 0.7152 - f_iou: 0.8731 - f_iou_com: 0.8792 - s_co_bce:0.7165 - s_bg_bce: 0.7545 - s_com_bce: 0.7251 - s_co_1_bce: 0.7328 - s_co_2_bce: 0.7328 - s_iou:0.7200 - s_iou_com:0.8751 batch_size: 0.8791109919548035 2024-01-17 23:44:55,105 Whole iter step:185 - epoch progress:0/300 - total_loss:8.9951 - f_co_bce:0.7144 - f_bg_bce: 0.7377 - f_com_bce: 0.7180 - f_iou: 0.7933 - f_iou_com: 0.7951 - s_co_bce:0.7183 - s_bg_bce: 0.7463 - s_com_bce: 0.7182 - s_co_1_bce: 0.7435 - s_co_2_bce: 0.7435 - s_iou:0.7257 - s_iou_com:0.7939 batch_size: 0.7906759977340698 2024-01-17 23:44:55,274 Whole iter step:186 - epoch progress:0/300 - total_loss:9.5561 - f_co_bce:0.7299 - f_bg_bce: 0.7469 - f_com_bce: 0.7165 - f_iou: 0.9241 - f_iou_com: 0.9238 - s_co_bce:0.7164 - s_bg_bce: 0.7454 - s_com_bce: 0.7439 - s_co_1_bce: 0.7429 - s_co_2_bce: 0.7429 - s_iou:0.7221 - s_iou_com:0.9183 batch_size: 0.9259435534477234 2024-01-17 23:44:55,451 Whole iter step:187 - epoch progress:0/300 - total_loss:8.7865 - f_co_bce:0.7407 - f_bg_bce: 0.7193 - f_com_bce: 0.7301 - f_iou: 0.7240 - f_iou_com: 0.7243 - s_co_bce:0.7417 - s_bg_bce: 0.7266 - s_com_bce: 0.7436 - s_co_1_bce: 0.7488 - s_co_2_bce: 0.7488 - s_iou:0.7378 - s_iou_com:0.7240 batch_size: 0.7255281805992126 2024-01-17 23:44:55,572 Whole iter step:188 - epoch progress:0/300 - total_loss:8.7516 - f_co_bce:0.7183 - f_bg_bce: 0.7502 - f_com_bce: 0.7023 - f_iou: 0.7367 - f_iou_com: 0.7283 - s_co_bce:0.7119 - s_bg_bce: 0.7585 - s_com_bce: 0.7168 - s_co_1_bce: 0.7419 - s_co_2_bce: 0.7419 - s_iou:0.7200 - s_iou_com:0.7325 batch_size: 0.7341014742851257 2024-01-17 23:44:55,744 Whole iter step:189 - epoch progress:0/300 - total_loss:9.5149 - f_co_bce:0.7365 - f_bg_bce: 0.7383 - f_com_bce: 0.7125 - f_iou: 0.9217 - f_iou_com: 0.9192 - s_co_bce:0.7100 - s_bg_bce: 0.7557 - s_com_bce: 0.7203 - s_co_1_bce: 0.7364 - s_co_2_bce: 0.7364 - s_iou:0.7339 - s_iou_com:0.9137 batch_size: 0.9169214367866516 2024-01-17 23:44:55,914 Whole iter step:190 - epoch progress:0/300 - total_loss:9.2960 - f_co_bce:0.7145 - f_bg_bce: 0.7283 - f_com_bce: 0.7019 - f_iou: 0.8766 - f_iou_com: 0.8714 - s_co_bce:0.7114 - s_bg_bce: 0.7667 - s_com_bce: 0.7172 - s_co_1_bce: 0.7409 - s_co_2_bce: 0.7409 - s_iou:0.7235 - s_iou_com:0.8689 batch_size: 0.8748858571052551 2024-01-17 23:44:56,205 Whole iter step:191 - epoch progress:0/300 - total_loss:8.9472 - f_co_bce:0.6980 - f_bg_bce: 0.7635 - f_com_bce: 0.7263 - f_iou: 0.7642 - f_iou_com: 0.7724 - s_co_bce:0.7254 - s_bg_bce: 0.7501 - s_com_bce: 0.7366 - s_co_1_bce: 0.7398 - s_co_2_bce: 0.7398 - s_iou:0.7303 - s_iou_com:0.7675 batch_size: 0.7731397151947021 2024-01-17 23:44:56,371 Whole iter step:192 - epoch progress:0/300 - total_loss:9.1623 - f_co_bce:0.7123 - f_bg_bce: 0.7600 - f_com_bce: 0.7120 - f_iou: 0.8299 - f_iou_com: 0.8316 - s_co_bce:0.7212 - s_bg_bce: 0.7431 - s_com_bce: 0.7247 - s_co_1_bce: 0.7417 - s_co_2_bce: 0.7417 - s_iou:0.7240 - s_iou_com:0.8294 batch_size: 0.832470715045929 2024-01-17 23:44:56,663 Whole iter step:193 - epoch progress:0/300 - total_loss:9.2278 - f_co_bce:0.7063 - f_bg_bce: 0.7585 - f_com_bce: 0.7183 - f_iou: 0.8425 - f_iou_com: 0.8466 - s_co_bce:0.7155 - s_bg_bce: 0.7577 - s_com_bce: 0.7393 - s_co_1_bce: 0.7269 - s_co_2_bce: 0.7269 - s_iou:0.7247 - s_iou_com:0.8404 batch_size: 0.8511170744895935 2024-01-17 23:44:56,947 Whole iter step:194 - epoch progress:0/300 - total_loss:8.9293 - f_co_bce:0.7378 - f_bg_bce: 0.7109 - f_com_bce: 0.7135 - f_iou: 0.7876 - f_iou_com: 0.7739 - s_co_bce:0.7197 - s_bg_bce: 0.7535 - s_com_bce: 0.7242 - s_co_1_bce: 0.7377 - s_co_2_bce: 0.7377 - s_iou:0.7274 - s_iou_com:0.7702 batch_size: 0.772879421710968 2024-01-17 23:44:57,109 Whole iter step:195 - epoch progress:0/300 - total_loss:9.0022 - f_co_bce:0.7287 - f_bg_bce: 0.7396 - f_com_bce: 0.7204 - f_iou: 0.7815 - f_iou_com: 0.7794 - s_co_bce:0.7419 - s_bg_bce: 0.7173 - s_com_bce: 0.7499 - s_co_1_bce: 0.7350 - s_co_2_bce: 0.7350 - s_iou:0.7360 - s_iou_com:0.7845 batch_size: 0.7879601716995239 2024-01-17 23:44:57,392 Whole iter step:196 - epoch progress:0/300 - total_loss:9.0300 - f_co_bce:0.7601 - f_bg_bce: 0.7231 - f_com_bce: 0.7213 - f_iou: 0.8045 - f_iou_com: 0.7928 - s_co_bce:0.7357 - s_bg_bce: 0.7394 - s_com_bce: 0.7225 - s_co_1_bce: 0.7313 - s_co_2_bce: 0.7313 - s_iou:0.7139 - s_iou_com:0.7940 batch_size: 0.7914154529571533 2024-01-17 23:44:57,571 Whole iter step:197 - epoch progress:0/300 - total_loss:9.3465 - f_co_bce:0.7131 - f_bg_bce: 0.7367 - f_com_bce: 0.7299 - f_iou: 0.8671 - f_iou_com: 0.8738 - s_co_bce:0.7247 - s_bg_bce: 0.7476 - s_com_bce: 0.7304 - s_co_1_bce: 0.7556 - s_co_2_bce: 0.7556 - s_iou:0.7289 - s_iou_com:0.8683 batch_size: 0.8704738616943359 2024-01-17 23:44:57,746 Whole iter step:198 - epoch progress:0/300 - total_loss:9.2559 - f_co_bce:0.7324 - f_bg_bce: 0.7215 - f_com_bce: 0.7183 - f_iou: 0.8651 - f_iou_com: 0.8586 - s_co_bce:0.7039 - s_bg_bce: 0.7648 - s_com_bce: 0.7169 - s_co_1_bce: 0.7495 - s_co_2_bce: 0.7495 - s_iou:0.7201 - s_iou_com:0.8510 batch_size: 0.8535586595535278 2024-01-17 23:44:57,913 Whole iter step:199 - epoch progress:0/300 - total_loss:9.4936 - f_co_bce:0.6988 - f_bg_bce: 0.7813 - f_com_bce: 0.7136 - f_iou: 0.9054 - f_iou_com: 0.9068 - s_co_bce:0.7143 - s_bg_bce: 0.7521 - s_com_bce: 0.7310 - s_co_1_bce: 0.7424 - s_co_2_bce: 0.7424 - s_iou:0.7325 - s_iou_com:0.9044 batch_size: 0.9109492301940918 2024-01-17 23:44:58,091 Whole iter step:200 - epoch progress:0/300 - total_loss:9.4044 - f_co_bce:0.7239 - f_bg_bce: 0.7341 - f_com_bce: 0.7174 - f_iou: 0.8871 - f_iou_com: 0.8928 - s_co_bce:0.7095 - s_bg_bce: 0.7644 - s_com_bce: 0.7162 - s_co_1_bce: 0.7507 - s_co_2_bce: 0.7507 - s_iou:0.7311 - s_iou_com:0.8869 batch_size: 0.8904212117195129 2024-01-17 23:44:58,258 Whole iter step:201 - epoch progress:0/300 - total_loss:9.1847 - f_co_bce:0.7463 - f_bg_bce: 0.6979 - f_com_bce: 0.7285 - f_iou: 0.8428 - f_iou_com: 0.8361 - s_co_bce:0.7241 - s_bg_bce: 0.7522 - s_com_bce: 0.7152 - s_co_1_bce: 0.7458 - s_co_2_bce: 0.7458 - s_iou:0.7376 - s_iou_com:0.8309 batch_size: 0.8272018432617188 2024-01-17 23:44:58,428 Whole iter step:202 - epoch progress:0/300 - total_loss:9.2101 - f_co_bce:0.7639 - f_bg_bce: 0.7122 - f_com_bce: 0.7072 - f_iou: 0.8472 - f_iou_com: 0.8343 - s_co_bce:0.7156 - s_bg_bce: 0.7511 - s_com_bce: 0.7282 - s_co_1_bce: 0.7546 - s_co_2_bce: 0.7546 - s_iou:0.7253 - s_iou_com:0.8328 batch_size: 0.8378392457962036 2024-01-17 23:44:58,606 Whole iter step:203 - epoch progress:0/300 - total_loss:9.4056 - f_co_bce:0.7396 - f_bg_bce: 0.7142 - f_com_bce: 0.7253 - f_iou: 0.8875 - f_iou_com: 0.8850 - s_co_bce:0.7193 - s_bg_bce: 0.7535 - s_com_bce: 0.7370 - s_co_1_bce: 0.7477 - s_co_2_bce: 0.7477 - s_iou:0.7308 - s_iou_com:0.8802 batch_size: 0.8852682113647461 2024-01-17 23:44:58,793 Whole iter step:204 - epoch progress:0/300 - total_loss:8.7325 - f_co_bce:0.7311 - f_bg_bce: 0.7498 - f_com_bce: 0.7328 - f_iou: 0.7167 - f_iou_com: 0.7137 - s_co_bce:0.7302 - s_bg_bce: 0.7331 - s_com_bce: 0.7396 - s_co_1_bce: 0.7344 - s_co_2_bce: 0.7344 - s_iou:0.7259 - s_iou_com:0.7102 batch_size: 0.714989185333252 2024-01-17 23:44:58,970 Whole iter step:205 - epoch progress:0/300 - total_loss:9.1371 - f_co_bce:0.7016 - f_bg_bce: 0.7551 - f_com_bce: 0.7084 - f_iou: 0.8217 - f_iou_com: 0.8224 - s_co_bce:0.7258 - s_bg_bce: 0.7544 - s_com_bce: 0.7422 - s_co_1_bce: 0.7200 - s_co_2_bce: 0.7200 - s_iou:0.7285 - s_iou_com:0.8256 batch_size: 0.8312658667564392 2024-01-17 23:44:59,142 Whole iter step:206 - epoch progress:0/300 - total_loss:9.2121 - f_co_bce:0.7248 - f_bg_bce: 0.7258 - f_com_bce: 0.7249 - f_iou: 0.8448 - f_iou_com: 0.8407 - s_co_bce:0.7250 - s_bg_bce: 0.7472 - s_com_bce: 0.7314 - s_co_1_bce: 0.7447 - s_co_2_bce: 0.7447 - s_iou:0.7135 - s_iou_com:0.8440 batch_size: 0.8452877998352051 2024-01-17 23:44:59,300 Whole iter step:207 - epoch progress:0/300 - total_loss:8.9989 - f_co_bce:0.7319 - f_bg_bce: 0.7088 - f_com_bce: 0.7169 - f_iou: 0.8016 - f_iou_com: 0.7973 - s_co_bce:0.7227 - s_bg_bce: 0.7483 - s_com_bce: 0.7224 - s_co_1_bce: 0.7220 - s_co_2_bce: 0.7220 - s_iou:0.7362 - s_iou_com:0.7948 batch_size: 0.7959988713264465 2024-01-17 23:44:59,571 Whole iter step:208 - epoch progress:0/300 - total_loss:9.1377 - f_co_bce:0.7299 - f_bg_bce: 0.7269 - f_com_bce: 0.7254 - f_iou: 0.8274 - f_iou_com: 0.8264 - s_co_bce:0.7243 - s_bg_bce: 0.7412 - s_com_bce: 0.7311 - s_co_1_bce: 0.7277 - s_co_2_bce: 0.7277 - s_iou:0.7223 - s_iou_com:0.8263 batch_size: 0.8289820551872253 2024-01-17 23:44:59,745 Whole iter step:209 - epoch progress:0/300 - total_loss:8.9430 - f_co_bce:0.7260 - f_bg_bce: 0.7491 - f_com_bce: 0.7380 - f_iou: 0.7739 - f_iou_com: 0.7781 - s_co_bce:0.7195 - s_bg_bce: 0.7432 - s_com_bce: 0.7212 - s_co_1_bce: 0.7390 - s_co_2_bce: 0.7390 - s_iou:0.7241 - s_iou_com:0.7659 batch_size: 0.7649140954017639 2024-01-17 23:45:00,046 Whole iter step:210 - epoch progress:0/300 - total_loss:8.7752 - f_co_bce:0.7519 - f_bg_bce: 0.7168 - f_com_bce: 0.7286 - f_iou: 0.7362 - f_iou_com: 0.7323 - s_co_bce:0.7231 - s_bg_bce: 0.7494 - s_com_bce: 0.7283 - s_co_1_bce: 0.7388 - s_co_2_bce: 0.7388 - s_iou:0.7158 - s_iou_com:0.7273 batch_size: 0.7266678810119629 2024-01-17 23:45:00,213 Whole iter step:211 - epoch progress:0/300 - total_loss:8.9409 - f_co_bce:0.7770 - f_bg_bce: 0.7146 - f_com_bce: 0.7578 - f_iou: 0.7714 - f_iou_com: 0.7636 - s_co_bce:0.7310 - s_bg_bce: 0.7497 - s_com_bce: 0.7117 - s_co_1_bce: 0.7263 - s_co_2_bce: 0.7263 - s_iou:0.7408 - s_iou_com:0.7536 batch_size: 0.7433022260665894 2024-01-17 23:45:00,362 Whole iter step:212 - epoch progress:0/300 - total_loss:8.9849 - f_co_bce:0.7116 - f_bg_bce: 0.7394 - f_com_bce: 0.7074 - f_iou: 0.7866 - f_iou_com: 0.7832 - s_co_bce:0.7262 - s_bg_bce: 0.7520 - s_com_bce: 0.7358 - s_co_1_bce: 0.7420 - s_co_2_bce: 0.7420 - s_iou:0.7203 - s_iou_com:0.7876 batch_size: 0.7929329872131348 2024-01-17 23:45:00,648 Whole iter step:213 - epoch progress:0/300 - total_loss:8.9716 - f_co_bce:0.7255 - f_bg_bce: 0.7220 - f_com_bce: 0.7041 - f_iou: 0.7790 - f_iou_com: 0.7748 - s_co_bce:0.7507 - s_bg_bce: 0.7265 - s_com_bce: 0.7537 - s_co_1_bce: 0.7394 - s_co_2_bce: 0.7394 - s_iou:0.7207 - s_iou_com:0.7864 batch_size: 0.7886412739753723 2024-01-17 23:45:00,930 Whole iter step:214 - epoch progress:0/300 - total_loss:8.9316 - f_co_bce:0.7776 - f_bg_bce: 0.6725 - f_com_bce: 0.7495 - f_iou: 0.7674 - f_iou_com: 0.7619 - s_co_bce:0.7321 - s_bg_bce: 0.7321 - s_com_bce: 0.7303 - s_co_1_bce: 0.7752 - s_co_2_bce: 0.7752 - s_iou:0.7330 - s_iou_com:0.7511 batch_size: 0.7489661574363708 2024-01-17 23:45:01,098 Whole iter step:215 - epoch progress:0/300 - total_loss:9.2381 - f_co_bce:0.7322 - f_bg_bce: 0.7263 - f_com_bce: 0.7177 - f_iou: 0.8498 - f_iou_com: 0.8388 - s_co_bce:0.7342 - s_bg_bce: 0.7371 - s_com_bce: 0.7389 - s_co_1_bce: 0.7487 - s_co_2_bce: 0.7487 - s_iou:0.7294 - s_iou_com:0.8407 batch_size: 0.8443393111228943 2024-01-17 23:45:01,276 Whole iter step:216 - epoch progress:0/300 - total_loss:9.0244 - f_co_bce:0.7099 - f_bg_bce: 0.7392 - f_com_bce: 0.7371 - f_iou: 0.7940 - f_iou_com: 0.8051 - s_co_bce:0.7184 - s_bg_bce: 0.7420 - s_com_bce: 0.7297 - s_co_1_bce: 0.7370 - s_co_2_bce: 0.7370 - s_iou:0.7228 - s_iou_com:0.7911 batch_size: 0.7980412840843201 2024-01-17 23:45:01,450 Whole iter step:217 - epoch progress:0/300 - total_loss:9.5541 - f_co_bce:0.7514 - f_bg_bce: 0.7104 - f_com_bce: 0.7124 - f_iou: 0.9340 - f_iou_com: 0.9269 - s_co_bce:0.7266 - s_bg_bce: 0.7374 - s_com_bce: 0.7284 - s_co_1_bce: 0.7368 - s_co_2_bce: 0.7368 - s_iou:0.7325 - s_iou_com:0.9297 batch_size: 0.9277986884117126 2024-01-17 23:45:01,620 Whole iter step:218 - epoch progress:0/300 - total_loss:9.3288 - f_co_bce:0.7337 - f_bg_bce: 0.7269 - f_com_bce: 0.7321 - f_iou: 0.8666 - f_iou_com: 0.8677 - s_co_bce:0.7121 - s_bg_bce: 0.7635 - s_com_bce: 0.7245 - s_co_1_bce: 0.7530 - s_co_2_bce: 0.7530 - s_iou:0.7295 - s_iou_com:0.8569 batch_size: 0.8622922301292419 2024-01-17 23:45:01,871 Whole iter step:219 - epoch progress:0/300 - total_loss:9.0157 - f_co_bce:0.7341 - f_bg_bce: 0.7149 - f_com_bce: 0.7317 - f_iou: 0.7893 - f_iou_com: 0.7933 - s_co_bce:0.7169 - s_bg_bce: 0.7516 - s_com_bce: 0.7366 - s_co_1_bce: 0.7397 - s_co_2_bce: 0.7397 - s_iou:0.7261 - s_iou_com:0.7875 batch_size: 0.793982207775116 2024-01-17 23:45:02,035 Whole iter step:220 - epoch progress:0/300 - total_loss:9.5892 - f_co_bce:0.7537 - f_bg_bce: 0.7185 - f_com_bce: 0.7190 - f_iou: 0.9368 - f_iou_com: 0.9326 - s_co_bce:0.7113 - s_bg_bce: 0.7565 - s_com_bce: 0.7237 - s_co_1_bce: 0.7461 - s_co_2_bce: 0.7461 - s_iou:0.7313 - s_iou_com:0.9281 batch_size: 0.9315268397331238 2024-01-17 23:45:02,190 Whole iter step:221 - epoch progress:0/300 - total_loss:8.9787 - f_co_bce:0.7117 - f_bg_bce: 0.7324 - f_com_bce: 0.7010 - f_iou: 0.7839 - f_iou_com: 0.7821 - s_co_bce:0.7188 - s_bg_bce: 0.7594 - s_com_bce: 0.7334 - s_co_1_bce: 0.7644 - s_co_2_bce: 0.7644 - s_iou:0.7206 - s_iou_com:0.7812 batch_size: 0.7898436784744263 2024-01-17 23:45:02,364 Whole iter step:222 - epoch progress:0/300 - total_loss:9.4590 - f_co_bce:0.6803 - f_bg_bce: 0.7758 - f_com_bce: 0.7225 - f_iou: 0.9026 - f_iou_com: 0.9098 - s_co_bce:0.7220 - s_bg_bce: 0.7435 - s_com_bce: 0.7262 - s_co_1_bce: 0.7263 - s_co_2_bce: 0.7263 - s_iou:0.7241 - s_iou_com:0.9118 batch_size: 0.9140281677246094 2024-01-17 23:45:02,528 Whole iter step:223 - epoch progress:0/300 - total_loss:9.0572 - f_co_bce:0.7446 - f_bg_bce: 0.7081 - f_com_bce: 0.7319 - f_iou: 0.8056 - f_iou_com: 0.8041 - s_co_bce:0.7095 - s_bg_bce: 0.7636 - s_com_bce: 0.7164 - s_co_1_bce: 0.7478 - s_co_2_bce: 0.7478 - s_iou:0.7393 - s_iou_com:0.7926 batch_size: 0.793830394744873 2024-01-17 23:45:02,805 Whole iter step:224 - epoch progress:0/300 - total_loss:8.8269 - f_co_bce:0.7140 - f_bg_bce: 0.7453 - f_com_bce: 0.7062 - f_iou: 0.7465 - f_iou_com: 0.7477 - s_co_bce:0.7072 - s_bg_bce: 0.7630 - s_com_bce: 0.7271 - s_co_1_bce: 0.7412 - s_co_2_bce: 0.7412 - s_iou:0.7331 - s_iou_com:0.7431 batch_size: 0.7525514960289001 2024-01-17 23:45:02,976 Whole iter step:225 - epoch progress:0/300 - total_loss:8.9240 - f_co_bce:0.7100 - f_bg_bce: 0.7267 - f_com_bce: 0.7187 - f_iou: 0.7774 - f_iou_com: 0.7820 - s_co_bce:0.7120 - s_bg_bce: 0.7660 - s_com_bce: 0.7158 - s_co_1_bce: 0.7415 - s_co_2_bce: 0.7415 - s_iou:0.7207 - s_iou_com:0.7769 batch_size: 0.7763319611549377 2024-01-17 23:45:03,137 Whole iter step:226 - epoch progress:0/300 - total_loss:9.2167 - f_co_bce:0.7148 - f_bg_bce: 0.7420 - f_com_bce: 0.7083 - f_iou: 0.8342 - f_iou_com: 0.8354 - s_co_bce:0.7116 - s_bg_bce: 0.7630 - s_com_bce: 0.7548 - s_co_1_bce: 0.7405 - s_co_2_bce: 0.7405 - s_iou:0.7322 - s_iou_com:0.8309 batch_size: 0.8491079211235046 2024-01-17 23:45:03,326 Whole iter step:227 - epoch progress:0/300 - total_loss:9.1326 - f_co_bce:0.7012 - f_bg_bce: 0.7609 - f_com_bce: 0.7326 - f_iou: 0.8147 - f_iou_com: 0.8275 - s_co_bce:0.7179 - s_bg_bce: 0.7523 - s_com_bce: 0.7185 - s_co_1_bce: 0.7489 - s_co_2_bce: 0.7489 - s_iou:0.7166 - s_iou_com:0.8211 batch_size: 0.8202769160270691 2024-01-17 23:45:03,508 Whole iter step:228 - epoch progress:0/300 - total_loss:9.3438 - f_co_bce:0.7261 - f_bg_bce: 0.7351 - f_com_bce: 0.7182 - f_iou: 0.8806 - f_iou_com: 0.8782 - s_co_bce:0.7169 - s_bg_bce: 0.7552 - s_com_bce: 0.7252 - s_co_1_bce: 0.7334 - s_co_2_bce: 0.7334 - s_iou:0.7212 - s_iou_com:0.8743 batch_size: 0.879387378692627 2024-01-17 23:45:03,710 Whole iter step:229 - epoch progress:0/300 - total_loss:9.4878 - f_co_bce:0.7284 - f_bg_bce: 0.7276 - f_com_bce: 0.7118 - f_iou: 0.9226 - f_iou_com: 0.9171 - s_co_bce:0.7224 - s_bg_bce: 0.7482 - s_com_bce: 0.7204 - s_co_1_bce: 0.7254 - s_co_2_bce: 0.7254 - s_iou:0.7221 - s_iou_com:0.9216 batch_size: 0.9200347065925598 2024-01-17 23:45:04,031 Whole iter step:230 - epoch progress:0/300 - total_loss:8.7943 - f_co_bce:0.7304 - f_bg_bce: 0.7242 - f_com_bce: 0.7152 - f_iou: 0.7461 - f_iou_com: 0.7378 - s_co_bce:0.7263 - s_bg_bce: 0.7451 - s_com_bce: 0.7169 - s_co_1_bce: 0.7327 - s_co_2_bce: 0.7327 - s_iou:0.7363 - s_iou_com:0.7457 batch_size: 0.7375547289848328 2024-01-17 23:45:04,172 Whole iter step:231 - epoch progress:0/300 - total_loss:8.8698 - f_co_bce:0.7436 - f_bg_bce: 0.7048 - f_com_bce: 0.7639 - f_iou: 0.7555 - f_iou_com: 0.7610 - s_co_bce:0.7375 - s_bg_bce: 0.7368 - s_com_bce: 0.7186 - s_co_1_bce: 0.7367 - s_co_2_bce: 0.7367 - s_iou:0.7196 - s_iou_com:0.7501 batch_size: 0.7417511343955994 2024-01-17 23:45:04,505 Whole iter step:232 - epoch progress:0/300 - total_loss:9.2054 - f_co_bce:0.7368 - f_bg_bce: 0.7264 - f_com_bce: 0.7257 - f_iou: 0.8388 - f_iou_com: 0.8347 - s_co_bce:0.7074 - s_bg_bce: 0.7652 - s_com_bce: 0.7315 - s_co_1_bce: 0.7477 - s_co_2_bce: 0.7477 - s_iou:0.7326 - s_iou_com:0.8247 batch_size: 0.8337958455085754 2024-01-17 23:45:04,688 Whole iter step:233 - epoch progress:0/300 - total_loss:8.9041 - f_co_bce:0.7161 - f_bg_bce: 0.7276 - f_com_bce: 0.6966 - f_iou: 0.7753 - f_iou_com: 0.7725 - s_co_bce:0.7216 - s_bg_bce: 0.7509 - s_com_bce: 0.7387 - s_co_1_bce: 0.7289 - s_co_2_bce: 0.7289 - s_iou:0.7203 - s_iou_com:0.7731 batch_size: 0.782584011554718 2024-01-17 23:45:04,866 Whole iter step:234 - epoch progress:0/300 - total_loss:9.7446 - f_co_bce:0.7287 - f_bg_bce: 0.7239 - f_com_bce: 0.7323 - f_iou: 0.9726 - f_iou_com: 0.9728 - s_co_bce:0.7203 - s_bg_bce: 0.7460 - s_com_bce: 0.7339 - s_co_1_bce: 0.7459 - s_co_2_bce: 0.7459 - s_iou:0.7288 - s_iou_com:0.9682 batch_size: 0.971211850643158 2024-01-17 23:45:05,085 Whole iter step:235 - epoch progress:0/300 - total_loss:9.5381 - f_co_bce:0.7256 - f_bg_bce: 0.7310 - f_com_bce: 0.7220 - f_iou: 0.9201 - f_iou_com: 0.9190 - s_co_bce:0.7273 - s_bg_bce: 0.7447 - s_com_bce: 0.7352 - s_co_1_bce: 0.7389 - s_co_2_bce: 0.7389 - s_iou:0.7320 - s_iou_com:0.9206 batch_size: 0.9216751456260681 2024-01-17 23:45:05,275 Whole iter step:236 - epoch progress:0/300 - total_loss:9.1543 - f_co_bce:0.7064 - f_bg_bce: 0.7468 - f_com_bce: 0.7065 - f_iou: 0.8291 - f_iou_com: 0.8250 - s_co_bce:0.7333 - s_bg_bce: 0.7352 - s_com_bce: 0.7388 - s_co_1_bce: 0.7444 - s_co_2_bce: 0.7444 - s_iou:0.7174 - s_iou_com:0.8340 batch_size: 0.8373337984085083 2024-01-17 23:45:06,241 Whole iter step:237 - epoch progress:0/300 - total_loss:9.3847 - f_co_bce:0.7416 - f_bg_bce: 0.7369 - f_com_bce: 0.7066 - f_iou: 0.8893 - f_iou_com: 0.8760 - s_co_bce:0.7235 - s_bg_bce: 0.7383 - s_com_bce: 0.7358 - s_co_1_bce: 0.7318 - s_co_2_bce: 0.7318 - s_iou:0.7464 - s_iou_com:0.8767 batch_size: 0.8818125128746033 2024-01-17 23:45:06,426 Whole iter step:238 - epoch progress:0/300 - total_loss:9.0842 - f_co_bce:0.7301 - f_bg_bce: 0.7106 - f_com_bce: 0.7334 - f_iou: 0.8162 - f_iou_com: 0.8220 - s_co_bce:0.7248 - s_bg_bce: 0.7439 - s_com_bce: 0.7122 - s_co_1_bce: 0.7405 - s_co_2_bce: 0.7405 - s_iou:0.7270 - s_iou_com:0.8134 batch_size: 0.81000816822052 2024-01-17 23:45:06,598 Whole iter step:239 - epoch progress:0/300 - total_loss:9.1922 - f_co_bce:0.7332 - f_bg_bce: 0.7208 - f_com_bce: 0.7056 - f_iou: 0.8419 - f_iou_com: 0.8305 - s_co_bce:0.7230 - s_bg_bce: 0.7579 - s_com_bce: 0.7293 - s_co_1_bce: 0.7466 - s_co_2_bce: 0.7466 - s_iou:0.7317 - s_iou_com:0.8335 batch_size: 0.8381907343864441 2024-01-17 23:45:06,807 Whole iter step:240 - epoch progress:0/300 - total_loss:9.4608 - f_co_bce:0.7311 - f_bg_bce: 0.7351 - f_com_bce: 0.7302 - f_iou: 0.9039 - f_iou_com: 0.9068 - s_co_bce:0.7281 - s_bg_bce: 0.7380 - s_com_bce: 0.7205 - s_co_1_bce: 0.7420 - s_co_2_bce: 0.7420 - s_iou:0.7215 - s_iou_com:0.9026 batch_size: 0.9009004831314087 2024-01-17 23:45:07,144 Whole iter step:241 - epoch progress:0/300 - total_loss:8.7880 - f_co_bce:0.7183 - f_bg_bce: 0.7355 - f_com_bce: 0.7009 - f_iou: 0.7361 - f_iou_com: 0.7336 - s_co_bce:0.7211 - s_bg_bce: 0.7490 - s_com_bce: 0.7478 - s_co_1_bce: 0.7310 - s_co_2_bce: 0.7310 - s_iou:0.7268 - s_iou_com:0.7386 batch_size: 0.7492641806602478 2024-01-17 23:45:07,317 Whole iter step:242 - epoch progress:0/300 - total_loss:8.7564 - f_co_bce:0.7110 - f_bg_bce: 0.7192 - f_com_bce: 0.7246 - f_iou: 0.7352 - f_iou_com: 0.7399 - s_co_bce:0.7057 - s_bg_bce: 0.7664 - s_com_bce: 0.7243 - s_co_1_bce: 0.7409 - s_co_2_bce: 0.7409 - s_iou:0.7261 - s_iou_com:0.7287 batch_size: 0.7344598174095154 2024-01-17 23:45:07,503 Whole iter step:243 - epoch progress:0/300 - total_loss:9.2554 - f_co_bce:0.6879 - f_bg_bce: 0.7586 - f_com_bce: 0.7060 - f_iou: 0.8540 - f_iou_com: 0.8588 - s_co_bce:0.7140 - s_bg_bce: 0.7658 - s_com_bce: 0.7244 - s_co_1_bce: 0.7510 - s_co_2_bce: 0.7510 - s_iou:0.7149 - s_iou_com:0.8568 batch_size: 0.863232433795929 2024-01-17 23:45:07,704 Whole iter step:244 - epoch progress:0/300 - total_loss:9.0978 - f_co_bce:0.7570 - f_bg_bce: 0.6928 - f_com_bce: 0.7511 - f_iou: 0.8162 - f_iou_com: 0.8184 - s_co_bce:0.7143 - s_bg_bce: 0.7564 - s_com_bce: 0.7186 - s_co_1_bce: 0.7386 - s_co_2_bce: 0.7386 - s_iou:0.7287 - s_iou_com:0.8018 batch_size: 0.8037465214729309 2024-01-17 23:45:07,904 Whole iter step:245 - epoch progress:0/300 - total_loss:8.8151 - f_co_bce:0.7190 - f_bg_bce: 0.7369 - f_com_bce: 0.7292 - f_iou: 0.7353 - f_iou_com: 0.7353 - s_co_bce:0.7133 - s_bg_bce: 0.7572 - s_com_bce: 0.7314 - s_co_1_bce: 0.7642 - s_co_2_bce: 0.7642 - s_iou:0.7384 - s_iou_com:0.7245 batch_size: 0.7303680777549744 2024-01-17 23:45:08,103 Whole iter step:246 - epoch progress:0/300 - total_loss:9.2031 - f_co_bce:0.7363 - f_bg_bce: 0.7429 - f_com_bce: 0.7033 - f_iou: 0.8319 - f_iou_com: 0.8253 - s_co_bce:0.7293 - s_bg_bce: 0.7507 - s_com_bce: 0.7377 - s_co_1_bce: 0.7488 - s_co_2_bce: 0.7488 - s_iou:0.7303 - s_iou_com:0.8317 batch_size: 0.834814727306366 2024-01-17 23:45:08,304 Whole iter step:247 - epoch progress:0/300 - total_loss:9.0119 - f_co_bce:0.7293 - f_bg_bce: 0.7268 - f_com_bce: 0.7060 - f_iou: 0.7965 - f_iou_com: 0.7961 - s_co_bce:0.7323 - s_bg_bce: 0.7390 - s_com_bce: 0.7500 - s_co_1_bce: 0.7297 - s_co_2_bce: 0.7297 - s_iou:0.6954 - s_iou_com:0.8015 batch_size: 0.8092498183250427 2024-01-17 23:45:08,494 Whole iter step:248 - epoch progress:0/300 - total_loss:9.0515 - f_co_bce:0.7448 - f_bg_bce: 0.6939 - f_com_bce: 0.7578 - f_iou: 0.8003 - f_iou_com: 0.8032 - s_co_bce:0.7329 - s_bg_bce: 0.7359 - s_com_bce: 0.7241 - s_co_1_bce: 0.7421 - s_co_2_bce: 0.7421 - s_iou:0.7426 - s_iou_com:0.7875 batch_size: 0.7863467335700989 2024-01-17 23:45:08,697 Whole iter step:249 - epoch progress:0/300 - total_loss:9.2469 - f_co_bce:0.7233 - f_bg_bce: 0.7277 - f_com_bce: 0.7157 - f_iou: 0.8597 - f_iou_com: 0.8529 - s_co_bce:0.7067 - s_bg_bce: 0.7618 - s_com_bce: 0.7162 - s_co_1_bce: 0.7524 - s_co_2_bce: 0.7524 - s_iou:0.7308 - s_iou_com:0.8491 batch_size: 0.8506708145141602 2024-01-17 23:45:08,882 Whole iter step:250 - epoch progress:0/300 - total_loss:8.6057 - f_co_bce:0.7584 - f_bg_bce: 0.6982 - f_com_bce: 0.7187 - f_iou: 0.6961 - f_iou_com: 0.6872 - s_co_bce:0.7209 - s_bg_bce: 0.7424 - s_com_bce: 0.7316 - s_co_1_bce: 0.7478 - s_co_2_bce: 0.7478 - s_iou:0.7348 - s_iou_com:0.6828 batch_size: 0.6866881847381592 2024-01-17 23:45:09,076 Whole iter step:251 - epoch progress:0/300 - total_loss:9.3008 - f_co_bce:0.6974 - f_bg_bce: 0.7704 - f_com_bce: 0.7179 - f_iou: 0.8594 - f_iou_com: 0.8653 - s_co_bce:0.7227 - s_bg_bce: 0.7452 - s_com_bce: 0.7320 - s_co_1_bce: 0.7348 - s_co_2_bce: 0.7348 - s_iou:0.7217 - s_iou_com:0.8658 batch_size: 0.8682340979576111 2024-01-17 23:45:09,278 Whole iter step:252 - epoch progress:0/300 - total_loss:9.5217 - f_co_bce:0.7213 - f_bg_bce: 0.7397 - f_com_bce: 0.7315 - f_iou: 0.9136 - f_iou_com: 0.9211 - s_co_bce:0.7303 - s_bg_bce: 0.7323 - s_com_bce: 0.7322 - s_co_1_bce: 0.7432 - s_co_2_bce: 0.7432 - s_iou:0.7202 - s_iou_com:0.9177 batch_size: 0.9187736511230469 2024-01-17 23:45:09,481 Whole iter step:253 - epoch progress:0/300 - total_loss:9.2992 - f_co_bce:0.7155 - f_bg_bce: 0.7237 - f_com_bce: 0.7144 - f_iou: 0.8698 - f_iou_com: 0.8727 - s_co_bce:0.7098 - s_bg_bce: 0.7624 - s_com_bce: 0.7220 - s_co_1_bce: 0.7430 - s_co_2_bce: 0.7430 - s_iou:0.7326 - s_iou_com:0.8639 batch_size: 0.8694750666618347 2024-01-17 23:45:09,664 Whole iter step:254 - epoch progress:0/300 - total_loss:9.3285 - f_co_bce:0.6986 - f_bg_bce: 0.7466 - f_com_bce: 0.7301 - f_iou: 0.8623 - f_iou_com: 0.8731 - s_co_bce:0.7216 - s_bg_bce: 0.7520 - s_com_bce: 0.7386 - s_co_1_bce: 0.7480 - s_co_2_bce: 0.7480 - s_iou:0.7156 - s_iou_com:0.8679 batch_size: 0.8742238879203796 2024-01-17 23:45:09,842 Whole iter step:255 - epoch progress:0/300 - total_loss:9.2150 - f_co_bce:0.7303 - f_bg_bce: 0.7339 - f_com_bce: 0.7316 - f_iou: 0.8414 - f_iou_com: 0.8423 - s_co_bce:0.7166 - s_bg_bce: 0.7508 - s_com_bce: 0.7370 - s_co_1_bce: 0.7513 - s_co_2_bce: 0.7513 - s_iou:0.7118 - s_iou_com:0.8306 batch_size: 0.8373224139213562 2024-01-17 23:45:10,044 Whole iter step:256 - epoch progress:0/300 - total_loss:9.3145 - f_co_bce:0.7139 - f_bg_bce: 0.7436 - f_com_bce: 0.7121 - f_iou: 0.8698 - f_iou_com: 0.8709 - s_co_bce:0.7144 - s_bg_bce: 0.7556 - s_com_bce: 0.7341 - s_co_1_bce: 0.7350 - s_co_2_bce: 0.7350 - s_iou:0.7226 - s_iou_com:0.8664 batch_size: 0.876105010509491 2024-01-17 23:45:10,210 Whole iter step:257 - epoch progress:0/300 - total_loss:9.4125 - f_co_bce:0.7342 - f_bg_bce: 0.7366 - f_com_bce: 0.7311 - f_iou: 0.8935 - f_iou_com: 0.8906 - s_co_bce:0.7144 - s_bg_bce: 0.7537 - s_com_bce: 0.7166 - s_co_1_bce: 0.7485 - s_co_2_bce: 0.7485 - s_iou:0.7295 - s_iou_com:0.8818 batch_size: 0.8820084929466248 2024-01-17 23:45:10,406 Whole iter step:258 - epoch progress:0/300 - total_loss:9.6222 - f_co_bce:0.7214 - f_bg_bce: 0.7158 - f_com_bce: 0.7184 - f_iou: 0.9503 - f_iou_com: 0.9479 - s_co_bce:0.7263 - s_bg_bce: 0.7491 - s_com_bce: 0.7301 - s_co_1_bce: 0.7271 - s_co_2_bce: 0.7271 - s_iou:0.7318 - s_iou_com:0.9509 batch_size: 0.9529809951782227 2024-01-17 23:45:10,740 Whole iter step:259 - epoch progress:0/300 - total_loss:8.5346 - f_co_bce:0.7287 - f_bg_bce: 0.7141 - f_com_bce: 0.7222 - f_iou: 0.6752 - f_iou_com: 0.6764 - s_co_bce:0.7392 - s_bg_bce: 0.7260 - s_com_bce: 0.7369 - s_co_1_bce: 0.7408 - s_co_2_bce: 0.7408 - s_iou:0.7170 - s_iou_com:0.6796 batch_size: 0.6784100532531738 2024-01-17 23:45:10,927 Whole iter step:260 - epoch progress:0/300 - total_loss:9.2025 - f_co_bce:0.6971 - f_bg_bce: 0.7380 - f_com_bce: 0.6995 - f_iou: 0.8580 - f_iou_com: 0.8527 - s_co_bce:0.7132 - s_bg_bce: 0.7551 - s_com_bce: 0.7104 - s_co_1_bce: 0.7436 - s_co_2_bce: 0.7436 - s_iou:0.7197 - s_iou_com:0.8581 batch_size: 0.8571457862854004 2024-01-17 23:45:11,115 Whole iter step:261 - epoch progress:0/300 - total_loss:9.2302 - f_co_bce:0.7179 - f_bg_bce: 0.7548 - f_com_bce: 0.7490 - f_iou: 0.8238 - f_iou_com: 0.8404 - s_co_bce:0.7256 - s_bg_bce: 0.7530 - s_com_bce: 0.7274 - s_co_1_bce: 0.7557 - s_co_2_bce: 0.7557 - s_iou:0.7225 - s_iou_com:0.8301 batch_size: 0.8300962448120117 2024-01-17 23:45:11,307 Whole iter step:262 - epoch progress:0/300 - total_loss:9.1091 - f_co_bce:0.7020 - f_bg_bce: 0.7514 - f_com_bce: 0.7257 - f_iou: 0.8249 - f_iou_com: 0.8312 - s_co_bce:0.7271 - s_bg_bce: 0.7423 - s_com_bce: 0.7189 - s_co_1_bce: 0.7340 - s_co_2_bce: 0.7340 - s_iou:0.7046 - s_iou_com:0.8251 batch_size: 0.8217985033988953 2024-01-17 23:45:11,487 Whole iter step:263 - epoch progress:0/300 - total_loss:9.3161 - f_co_bce:0.7386 - f_bg_bce: 0.7209 - f_com_bce: 0.7064 - f_iou: 0.8758 - f_iou_com: 0.8644 - s_co_bce:0.7166 - s_bg_bce: 0.7497 - s_com_bce: 0.7280 - s_co_1_bce: 0.7430 - s_co_2_bce: 0.7430 - s_iou:0.7354 - s_iou_com:0.8647 batch_size: 0.8724082112312317 2024-01-17 23:45:11,669 Whole iter step:264 - epoch progress:0/300 - total_loss:9.5569 - f_co_bce:0.7315 - f_bg_bce: 0.7429 - f_com_bce: 0.7238 - f_iou: 0.9180 - f_iou_com: 0.9209 - s_co_bce:0.7172 - s_bg_bce: 0.7636 - s_com_bce: 0.7225 - s_co_1_bce: 0.7472 - s_co_2_bce: 0.7472 - s_iou:0.7391 - s_iou_com:0.9140 batch_size: 0.9161465764045715 2024-01-17 23:45:12,002 Whole iter step:265 - epoch progress:0/300 - total_loss:9.3524 - f_co_bce:0.7252 - f_bg_bce: 0.7078 - f_com_bce: 0.7303 - f_iou: 0.8745 - f_iou_com: 0.8723 - s_co_bce:0.7163 - s_bg_bce: 0.7627 - s_com_bce: 0.7466 - s_co_1_bce: 0.7471 - s_co_2_bce: 0.7471 - s_iou:0.7228 - s_iou_com:0.8662 batch_size: 0.8804517984390259 2024-01-17 23:45:12,209 Whole iter step:266 - epoch progress:0/300 - total_loss:9.4997 - f_co_bce:0.7274 - f_bg_bce: 0.7184 - f_com_bce: 0.7264 - f_iou: 0.9148 - f_iou_com: 0.9185 - s_co_bce:0.7270 - s_bg_bce: 0.7412 - s_com_bce: 0.7256 - s_co_1_bce: 0.7437 - s_co_2_bce: 0.7437 - s_iou:0.7308 - s_iou_com:0.9127 batch_size: 0.9132885336875916 2024-01-17 23:45:12,407 Whole iter step:267 - epoch progress:0/300 - total_loss:9.3915 - f_co_bce:0.7006 - f_bg_bce: 0.7879 - f_com_bce: 0.7115 - f_iou: 0.8780 - f_iou_com: 0.8846 - s_co_bce:0.7125 - s_bg_bce: 0.7540 - s_com_bce: 0.7262 - s_co_1_bce: 0.7533 - s_co_2_bce: 0.7533 - s_iou:0.7202 - s_iou_com:0.8780 batch_size: 0.8847880363464355 2024-01-17 23:45:12,712 Whole iter step:268 - epoch progress:0/300 - total_loss:9.5669 - f_co_bce:0.7287 - f_bg_bce: 0.7256 - f_com_bce: 0.7152 - f_iou: 0.9278 - f_iou_com: 0.9280 - s_co_bce:0.7293 - s_bg_bce: 0.7440 - s_com_bce: 0.7366 - s_co_1_bce: 0.7335 - s_co_2_bce: 0.7335 - s_iou:0.7349 - s_iou_com:0.9298 batch_size: 0.9334090352058411 2024-01-17 23:45:12,913 Whole iter step:269 - epoch progress:0/300 - total_loss:9.5074 - f_co_bce:0.7112 - f_bg_bce: 0.7439 - f_com_bce: 0.7085 - f_iou: 0.9154 - f_iou_com: 0.9152 - s_co_bce:0.7195 - s_bg_bce: 0.7595 - s_com_bce: 0.7265 - s_co_1_bce: 0.7490 - s_co_2_bce: 0.7490 - s_iou:0.7280 - s_iou_com:0.9136 batch_size: 0.917004406452179 2024-01-17 23:45:13,097 Whole iter step:270 - epoch progress:0/300 - total_loss:9.5338 - f_co_bce:0.7571 - f_bg_bce: 0.7299 - f_com_bce: 0.7328 - f_iou: 0.9194 - f_iou_com: 0.9131 - s_co_bce:0.7177 - s_bg_bce: 0.7512 - s_com_bce: 0.7296 - s_co_1_bce: 0.7436 - s_co_2_bce: 0.7436 - s_iou:0.7271 - s_iou_com:0.9047 batch_size: 0.9077378511428833 2024-01-17 23:45:13,293 Whole iter step:271 - epoch progress:0/300 - total_loss:9.1597 - f_co_bce:0.7364 - f_bg_bce: 0.7240 - f_com_bce: 0.7064 - f_iou: 0.8311 - f_iou_com: 0.8232 - s_co_bce:0.7276 - s_bg_bce: 0.7411 - s_com_bce: 0.7409 - s_co_1_bce: 0.7423 - s_co_2_bce: 0.7423 - s_iou:0.7186 - s_iou_com:0.8317 batch_size: 0.836161732673645 2024-01-17 23:45:13,478 Whole iter step:272 - epoch progress:0/300 - total_loss:8.4856 - f_co_bce:0.7398 - f_bg_bce: 0.7439 - f_com_bce: 0.7073 - f_iou: 0.6692 - f_iou_com: 0.6552 - s_co_bce:0.7285 - s_bg_bce: 0.7437 - s_com_bce: 0.7182 - s_co_1_bce: 0.7454 - s_co_2_bce: 0.7454 - s_iou:0.7168 - s_iou_com:0.6612 batch_size: 0.6564505696296692 2024-01-17 23:45:13,669 Whole iter step:273 - epoch progress:0/300 - total_loss:9.3527 - f_co_bce:0.7394 - f_bg_bce: 0.7464 - f_com_bce: 0.7088 - f_iou: 0.8794 - f_iou_com: 0.8711 - s_co_bce:0.7157 - s_bg_bce: 0.7608 - s_com_bce: 0.7215 - s_co_1_bce: 0.7459 - s_co_2_bce: 0.7459 - s_iou:0.7159 - s_iou_com:0.8732 batch_size: 0.8745142221450806 2024-01-17 23:45:13,860 Whole iter step:274 - epoch progress:0/300 - total_loss:9.3690 - f_co_bce:0.7315 - f_bg_bce: 0.7291 - f_com_bce: 0.7323 - f_iou: 0.8770 - f_iou_com: 0.8770 - s_co_bce:0.7127 - s_bg_bce: 0.7612 - s_com_bce: 0.7279 - s_co_1_bce: 0.7468 - s_co_2_bce: 0.7468 - s_iou:0.7289 - s_iou_com:0.8695 batch_size: 0.8750759959220886 2024-01-17 23:45:14,014 Whole iter step:275 - epoch progress:0/300 - total_loss:8.8347 - f_co_bce:0.7046 - f_bg_bce: 0.7556 - f_com_bce: 0.6954 - f_iou: 0.7556 - f_iou_com: 0.7546 - s_co_bce:0.7278 - s_bg_bce: 0.7328 - s_com_bce: 0.7228 - s_co_1_bce: 0.7420 - s_co_2_bce: 0.7420 - s_iou:0.7189 - s_iou_com:0.7626 batch_size: 0.7621231079101562 2024-01-17 23:45:14,315 Whole iter step:276 - epoch progress:0/300 - total_loss:9.0194 - f_co_bce:0.7387 - f_bg_bce: 0.7431 - f_com_bce: 0.7228 - f_iou: 0.7949 - f_iou_com: 0.7917 - s_co_bce:0.7175 - s_bg_bce: 0.7511 - s_com_bce: 0.7280 - s_co_1_bce: 0.7314 - s_co_2_bce: 0.7314 - s_iou:0.7242 - s_iou_com:0.7867 batch_size: 0.7893704771995544 2024-01-17 23:45:14,511 Whole iter step:277 - epoch progress:0/300 - total_loss:9.3577 - f_co_bce:0.7125 - f_bg_bce: 0.7402 - f_com_bce: 0.7174 - f_iou: 0.8872 - f_iou_com: 0.8869 - s_co_bce:0.7177 - s_bg_bce: 0.7482 - s_com_bce: 0.7184 - s_co_1_bce: 0.7278 - s_co_2_bce: 0.7278 - s_iou:0.7326 - s_iou_com:0.8856 batch_size: 0.8833443522453308 2024-01-17 23:45:14,668 Whole iter step:278 - epoch progress:0/300 - total_loss:9.2588 - f_co_bce:0.7098 - f_bg_bce: 0.7525 - f_com_bce: 0.7212 - f_iou: 0.8512 - f_iou_com: 0.8520 - s_co_bce:0.7298 - s_bg_bce: 0.7394 - s_com_bce: 0.7328 - s_co_1_bce: 0.7330 - s_co_2_bce: 0.7330 - s_iou:0.7225 - s_iou_com:0.8554 batch_size: 0.8592920303344727 2024-01-17 23:45:14,924 Whole iter step:279 - epoch progress:0/300 - total_loss:9.2799 - f_co_bce:0.7435 - f_bg_bce: 0.7302 - f_com_bce: 0.7012 - f_iou: 0.8619 - f_iou_com: 0.8494 - s_co_bce:0.7148 - s_bg_bce: 0.7565 - s_com_bce: 0.7320 - s_co_1_bce: 0.7526 - s_co_2_bce: 0.7526 - s_iou:0.7257 - s_iou_com:0.8520 batch_size: 0.8599520921707153 2024-01-17 23:45:15,088 Whole iter step:280 - epoch progress:0/300 - total_loss:9.3109 - f_co_bce:0.7169 - f_bg_bce: 0.7383 - f_com_bce: 0.7134 - f_iou: 0.8612 - f_iou_com: 0.8606 - s_co_bce:0.7239 - s_bg_bce: 0.7575 - s_com_bce: 0.7291 - s_co_1_bce: 0.7449 - s_co_2_bce: 0.7449 - s_iou:0.7402 - s_iou_com:0.8614 batch_size: 0.863536536693573 2024-01-17 23:45:15,241 Whole iter step:281 - epoch progress:0/300 - total_loss:9.0878 - f_co_bce:0.7346 - f_bg_bce: 0.7229 - f_com_bce: 0.7244 - f_iou: 0.8172 - f_iou_com: 0.8148 - s_co_bce:0.7103 - s_bg_bce: 0.7605 - s_com_bce: 0.7350 - s_co_1_bce: 0.7230 - s_co_2_bce: 0.7230 - s_iou:0.7229 - s_iou_com:0.8089 batch_size: 0.8131693005561829 2024-01-17 23:45:15,406 Whole iter step:282 - epoch progress:0/300 - total_loss:8.9311 - f_co_bce:0.7301 - f_bg_bce: 0.7235 - f_com_bce: 0.7240 - f_iou: 0.7820 - f_iou_com: 0.7759 - s_co_bce:0.7437 - s_bg_bce: 0.7336 - s_com_bce: 0.7095 - s_co_1_bce: 0.7187 - s_co_2_bce: 0.7187 - s_iou:0.7465 - s_iou_com:0.7790 batch_size: 0.7645850777626038 2024-01-17 23:45:15,714 Whole iter step:283 - epoch progress:0/300 - total_loss:9.5646 - f_co_bce:0.7284 - f_bg_bce: 0.7323 - f_com_bce: 0.7298 - f_iou: 0.9271 - f_iou_com: 0.9298 - s_co_bce:0.7241 - s_bg_bce: 0.7435 - s_com_bce: 0.7287 - s_co_1_bce: 0.7416 - s_co_2_bce: 0.7416 - s_iou:0.7283 - s_iou_com:0.9247 batch_size: 0.9263219237327576 2024-01-17 23:45:15,888 Whole iter step:284 - epoch progress:0/300 - total_loss:8.8178 - f_co_bce:0.7174 - f_bg_bce: 0.7422 - f_com_bce: 0.7093 - f_iou: 0.7493 - f_iou_com: 0.7464 - s_co_bce:0.7208 - s_bg_bce: 0.7550 - s_com_bce: 0.7256 - s_co_1_bce: 0.7320 - s_co_2_bce: 0.7320 - s_iou:0.7280 - s_iou_com:0.7459 batch_size: 0.7460302710533142 2024-01-17 23:45:16,063 Whole iter step:285 - epoch progress:0/300 - total_loss:9.4250 - f_co_bce:0.7470 - f_bg_bce: 0.7366 - f_com_bce: 0.7193 - f_iou: 0.8916 - f_iou_com: 0.8894 - s_co_bce:0.7222 - s_bg_bce: 0.7429 - s_com_bce: 0.7396 - s_co_1_bce: 0.7290 - s_co_2_bce: 0.7290 - s_iou:0.7279 - s_iou_com:0.8867 batch_size: 0.8927226066589355 2024-01-17 23:45:16,225 Whole iter step:286 - epoch progress:0/300 - total_loss:8.9960 - f_co_bce:0.7369 - f_bg_bce: 0.7114 - f_com_bce: 0.7167 - f_iou: 0.7905 - f_iou_com: 0.7865 - s_co_bce:0.7386 - s_bg_bce: 0.7379 - s_com_bce: 0.7280 - s_co_1_bce: 0.7402 - s_co_2_bce: 0.7402 - s_iou:0.7360 - s_iou_com:0.7874 batch_size: 0.7858636975288391 2024-01-17 23:45:16,405 Whole iter step:287 - epoch progress:0/300 - total_loss:9.0267 - f_co_bce:0.7522 - f_bg_bce: 0.7092 - f_com_bce: 0.7877 - f_iou: 0.7757 - f_iou_com: 0.7904 - s_co_bce:0.7191 - s_bg_bce: 0.7394 - s_com_bce: 0.7427 - s_co_1_bce: 0.7374 - s_co_2_bce: 0.7374 - s_iou:0.7396 - s_iou_com:0.7628 batch_size: 0.7704485654830933 2024-01-17 23:45:16,576 Whole iter step:288 - epoch progress:0/300 - total_loss:9.0444 - f_co_bce:0.7244 - f_bg_bce: 0.7342 - f_com_bce: 0.7083 - f_iou: 0.7986 - f_iou_com: 0.7941 - s_co_bce:0.7112 - s_bg_bce: 0.7624 - s_com_bce: 0.7304 - s_co_1_bce: 0.7612 - s_co_2_bce: 0.7612 - s_iou:0.7274 - s_iou_com:0.7916 batch_size: 0.8004071116447449 2024-01-17 23:45:16,877 Whole iter step:289 - epoch progress:0/300 - total_loss:9.2110 - f_co_bce:0.7170 - f_bg_bce: 0.7450 - f_com_bce: 0.7253 - f_iou: 0.8298 - f_iou_com: 0.8373 - s_co_bce:0.7229 - s_bg_bce: 0.7451 - s_com_bce: 0.7439 - s_co_1_bce: 0.7304 - s_co_2_bce: 0.7304 - s_iou:0.7390 - s_iou_com:0.8350 batch_size: 0.8403458595275879 2024-01-17 23:45:17,067 Whole iter step:290 - epoch progress:0/300 - total_loss:8.8142 - f_co_bce:0.7570 - f_bg_bce: 0.7031 - f_com_bce: 0.7190 - f_iou: 0.7609 - f_iou_com: 0.7500 - s_co_bce:0.7046 - s_bg_bce: 0.7675 - s_com_bce: 0.6896 - s_co_1_bce: 0.7554 - s_co_2_bce: 0.7554 - s_iou:0.7342 - s_iou_com:0.7401 batch_size: 0.7330382466316223 2024-01-17 23:45:17,241 Whole iter step:291 - epoch progress:0/300 - total_loss:9.2491 - f_co_bce:0.7359 - f_bg_bce: 0.7268 - f_com_bce: 0.7374 - f_iou: 0.8537 - f_iou_com: 0.8581 - s_co_bce:0.7115 - s_bg_bce: 0.7547 - s_com_bce: 0.7105 - s_co_1_bce: 0.7457 - s_co_2_bce: 0.7457 - s_iou:0.7217 - s_iou_com:0.8464 batch_size: 0.8466929793357849 2024-01-17 23:45:17,427 Whole iter step:292 - epoch progress:0/300 - total_loss:9.4140 - f_co_bce:0.7082 - f_bg_bce: 0.7490 - f_com_bce: 0.6947 - f_iou: 0.9006 - f_iou_com: 0.8960 - s_co_bce:0.7148 - s_bg_bce: 0.7585 - s_com_bce: 0.7358 - s_co_1_bce: 0.7312 - s_co_2_bce: 0.7312 - s_iou:0.7178 - s_iou_com:0.8999 batch_size: 0.9074541330337524 2024-01-17 23:45:17,552 Whole iter step:293 - epoch progress:0/300 - total_loss:9.7419 - f_co_bce:0.7453 - f_bg_bce: 0.7170 - f_com_bce: 0.7576 - f_iou: 0.9585 - f_iou_com: 0.9655 - s_co_bce:0.7260 - s_bg_bce: 0.7445 - s_com_bce: 0.7371 - s_co_1_bce: 0.7307 - s_co_2_bce: 0.7307 - s_iou:0.7313 - s_iou_com:0.9618 batch_size: 0.9665166139602661 2024-01-17 23:45:17,714 Whole iter step:294 - epoch progress:0/300 - total_loss:8.7703 - f_co_bce:0.6988 - f_bg_bce: 0.7460 - f_com_bce: 0.7086 - f_iou: 0.7316 - f_iou_com: 0.7366 - s_co_bce:0.7190 - s_bg_bce: 0.7487 - s_com_bce: 0.7376 - s_co_1_bce: 0.7341 - s_co_2_bce: 0.7341 - s_iou:0.7244 - s_iou_com:0.7393 batch_size: 0.7454239726066589 2024-01-17 23:45:17,890 Whole iter step:295 - epoch progress:0/300 - total_loss:9.0614 - f_co_bce:0.7039 - f_bg_bce: 0.7395 - f_com_bce: 0.7619 - f_iou: 0.7778 - f_iou_com: 0.8021 - s_co_bce:0.7532 - s_bg_bce: 0.7188 - s_com_bce: 0.7402 - s_co_1_bce: 0.7519 - s_co_2_bce: 0.7519 - s_iou:0.7296 - s_iou_com:0.7947 batch_size: 0.7879072427749634 2024-01-17 23:45:18,104 Whole iter step:296 - epoch progress:0/300 - total_loss:8.9090 - f_co_bce:0.7056 - f_bg_bce: 0.7556 - f_com_bce: 0.6943 - f_iou: 0.7660 - f_iou_com: 0.7586 - s_co_bce:0.7411 - s_bg_bce: 0.7332 - s_com_bce: 0.7297 - s_co_1_bce: 0.7387 - s_co_2_bce: 0.7387 - s_iou:0.7459 - s_iou_com:0.7724 batch_size: 0.7680594325065613 2024-01-17 23:45:18,299 Whole iter step:297 - epoch progress:0/300 - total_loss:9.0770 - f_co_bce:0.7627 - f_bg_bce: 0.6963 - f_com_bce: 0.7454 - f_iou: 0.8100 - f_iou_com: 0.8117 - s_co_bce:0.7156 - s_bg_bce: 0.7526 - s_com_bce: 0.7177 - s_co_1_bce: 0.7580 - s_co_2_bce: 0.7580 - s_iou:0.7155 - s_iou_com:0.7953 batch_size: 0.7961789965629578 2024-01-17 23:45:18,478 Whole iter step:298 - epoch progress:0/300 - total_loss:9.4558 - f_co_bce:0.7444 - f_bg_bce: 0.7350 - f_com_bce: 0.7136 - f_iou: 0.8993 - f_iou_com: 0.8988 - s_co_bce:0.7100 - s_bg_bce: 0.7516 - s_com_bce: 0.7374 - s_co_1_bce: 0.7420 - s_co_2_bce: 0.7420 - s_iou:0.7206 - s_iou_com:0.8971 batch_size: 0.9060980081558228 2024-01-17 23:45:18,653 Whole iter step:299 - epoch progress:0/300 - total_loss:8.9804 - f_co_bce:0.7596 - f_bg_bce: 0.6922 - f_com_bce: 0.7019 - f_iou: 0.8018 - f_iou_com: 0.7812 - s_co_bce:0.7360 - s_bg_bce: 0.7391 - s_com_bce: 0.7089 - s_co_1_bce: 0.7479 - s_co_2_bce: 0.7479 - s_iou:0.7407 - s_iou_com:0.7913 batch_size: 0.7797735333442688 2024-01-17 23:45:18,811 Whole iter step:300 - epoch progress:0/300 - total_loss:8.7855 - f_co_bce:0.7061 - f_bg_bce: 0.7570 - f_com_bce: 0.7426 - f_iou: 0.7163 - f_iou_com: 0.7388 - s_co_bce:0.7112 - s_bg_bce: 0.7595 - s_com_bce: 0.7200 - s_co_1_bce: 0.7528 - s_co_2_bce: 0.7528 - s_iou:0.7278 - s_iou_com:0.7253 batch_size: 0.7280094027519226 2024-01-17 23:45:19,001 Whole iter step:301 - epoch progress:0/300 - total_loss:9.0017 - f_co_bce:0.7605 - f_bg_bce: 0.6906 - f_com_bce: 0.7024 - f_iou: 0.8104 - f_iou_com: 0.7884 - s_co_bce:0.7028 - s_bg_bce: 0.7784 - s_com_bce: 0.7182 - s_co_1_bce: 0.7389 - s_co_2_bce: 0.7389 - s_iou:0.7338 - s_iou_com:0.7859 batch_size: 0.7914413809776306 2024-01-17 23:45:19,274 Whole iter step:302 - epoch progress:0/300 - total_loss:9.2817 - f_co_bce:0.7688 - f_bg_bce: 0.7061 - f_com_bce: 0.7242 - f_iou: 0.8655 - f_iou_com: 0.8580 - s_co_bce:0.6984 - s_bg_bce: 0.7789 - s_com_bce: 0.7127 - s_co_1_bce: 0.7514 - s_co_2_bce: 0.7514 - s_iou:0.7308 - s_iou_com:0.8409 batch_size: 0.8458777666091919 2024-01-17 23:45:19,488 Whole iter step:303 - epoch progress:0/300 - total_loss:9.1021 - f_co_bce:0.7393 - f_bg_bce: 0.7255 - f_com_bce: 0.7237 - f_iou: 0.8114 - f_iou_com: 0.8038 - s_co_bce:0.7381 - s_bg_bce: 0.7330 - s_com_bce: 0.7443 - s_co_1_bce: 0.7426 - s_co_2_bce: 0.7426 - s_iou:0.7291 - s_iou_com:0.8047 batch_size: 0.806621253490448 2024-01-17 23:45:19,803 Whole iter step:304 - epoch progress:0/300 - total_loss:8.8589 - f_co_bce:0.7328 - f_bg_bce: 0.7294 - f_com_bce: 0.7118 - f_iou: 0.7616 - f_iou_com: 0.7541 - s_co_bce:0.7077 - s_bg_bce: 0.7658 - s_com_bce: 0.7097 - s_co_1_bce: 0.7576 - s_co_2_bce: 0.7576 - s_iou:0.7254 - s_iou_com:0.7506 batch_size: 0.7523722648620605 2024-01-17 23:45:20,009 Whole iter step:305 - epoch progress:0/300 - total_loss:8.8139 - f_co_bce:0.7543 - f_bg_bce: 0.7109 - f_com_bce: 0.7194 - f_iou: 0.7429 - f_iou_com: 0.7391 - s_co_bce:0.7365 - s_bg_bce: 0.7282 - s_com_bce: 0.7215 - s_co_1_bce: 0.7376 - s_co_2_bce: 0.7376 - s_iou:0.7433 - s_iou_com:0.7428 batch_size: 0.7373644709587097 2024-01-17 23:45:20,323 Whole iter step:306 - epoch progress:0/300 - total_loss:8.7781 - f_co_bce:0.6903 - f_bg_bce: 0.8015 - f_com_bce: 0.7143 - f_iou: 0.7151 - f_iou_com: 0.7297 - s_co_bce:0.7087 - s_bg_bce: 0.7645 - s_com_bce: 0.7495 - s_co_1_bce: 0.7342 - s_co_2_bce: 0.7342 - s_iou:0.7139 - s_iou_com:0.7195 batch_size: 0.7369336485862732 2024-01-17 23:45:20,631 Whole iter step:307 - epoch progress:0/300 - total_loss:9.2669 - f_co_bce:0.7709 - f_bg_bce: 0.6992 - f_com_bce: 0.7186 - f_iou: 0.8583 - f_iou_com: 0.8458 - s_co_bce:0.7312 - s_bg_bce: 0.7406 - s_com_bce: 0.7344 - s_co_1_bce: 0.7393 - s_co_2_bce: 0.7393 - s_iou:0.7397 - s_iou_com:0.8452 batch_size: 0.8436840176582336 2024-01-17 23:45:20,827 Whole iter step:308 - epoch progress:0/300 - total_loss:9.2329 - f_co_bce:0.6779 - f_bg_bce: 0.8039 - f_com_bce: 0.7307 - f_iou: 0.8342 - f_iou_com: 0.8536 - s_co_bce:0.6960 - s_bg_bce: 0.7757 - s_com_bce: 0.7071 - s_co_1_bce: 0.7562 - s_co_2_bce: 0.7562 - s_iou:0.7174 - s_iou_com:0.8378 batch_size: 0.8425520062446594 2024-01-17 23:45:21,011 Whole iter step:309 - epoch progress:0/300 - total_loss:9.4025 - f_co_bce:0.7291 - f_bg_bce: 0.7486 - f_com_bce: 0.7110 - f_iou: 0.8831 - f_iou_com: 0.8874 - s_co_bce:0.6960 - s_bg_bce: 0.7657 - s_com_bce: 0.7282 - s_co_1_bce: 0.7647 - s_co_2_bce: 0.7647 - s_iou:0.7221 - s_iou_com:0.8779 batch_size: 0.8885228037834167 2024-01-17 23:45:21,189 Whole iter step:310 - epoch progress:0/300 - total_loss:8.8957 - f_co_bce:0.7510 - f_bg_bce: 0.7153 - f_com_bce: 0.7532 - f_iou: 0.7565 - f_iou_com: 0.7572 - s_co_bce:0.7152 - s_bg_bce: 0.7615 - s_com_bce: 0.7326 - s_co_1_bce: 0.7336 - s_co_2_bce: 0.7336 - s_iou:0.7258 - s_iou_com:0.7454 batch_size: 0.7484133243560791 2024-01-17 23:45:21,356 Whole iter step:311 - epoch progress:0/300 - total_loss:9.0215 - f_co_bce:0.7561 - f_bg_bce: 0.6923 - f_com_bce: 0.7059 - f_iou: 0.8048 - f_iou_com: 0.7896 - s_co_bce:0.7126 - s_bg_bce: 0.7606 - s_com_bce: 0.7291 - s_co_1_bce: 0.7488 - s_co_2_bce: 0.7488 - s_iou:0.7405 - s_iou_com:0.7882 batch_size: 0.7930137515068054 2024-01-17 23:45:21,627 Whole iter step:312 - epoch progress:0/300 - total_loss:9.0170 - f_co_bce:0.7257 - f_bg_bce: 0.7453 - f_com_bce: 0.7243 - f_iou: 0.7854 - f_iou_com: 0.7872 - s_co_bce:0.7263 - s_bg_bce: 0.7494 - s_com_bce: 0.7274 - s_co_1_bce: 0.7500 - s_co_2_bce: 0.7500 - s_iou:0.7198 - s_iou_com:0.7876 batch_size: 0.7886602282524109 2024-01-17 23:45:21,797 Whole iter step:313 - epoch progress:0/300 - total_loss:9.4332 - f_co_bce:0.6948 - f_bg_bce: 0.7882 - f_com_bce: 0.7094 - f_iou: 0.8899 - f_iou_com: 0.8944 - s_co_bce:0.7179 - s_bg_bce: 0.7524 - s_com_bce: 0.7267 - s_co_1_bce: 0.7386 - s_co_2_bce: 0.7386 - s_iou:0.7250 - s_iou_com:0.8962 batch_size: 0.8997116088867188 2024-01-17 23:45:21,950 Whole iter step:314 - epoch progress:0/300 - total_loss:8.5553 - f_co_bce:0.7319 - f_bg_bce: 0.7149 - f_com_bce: 0.7072 - f_iou: 0.6757 - f_iou_com: 0.6703 - s_co_bce:0.7359 - s_bg_bce: 0.7378 - s_com_bce: 0.7605 - s_co_1_bce: 0.7243 - s_co_2_bce: 0.7243 - s_iou:0.7370 - s_iou_com:0.6754 batch_size: 0.6845431327819824 2024-01-17 23:45:22,236 Whole iter step:315 - epoch progress:0/300 - total_loss:8.9473 - f_co_bce:0.7286 - f_bg_bce: 0.7344 - f_com_bce: 0.7390 - f_iou: 0.7707 - f_iou_com: 0.7774 - s_co_bce:0.7330 - s_bg_bce: 0.7357 - s_com_bce: 0.7287 - s_co_1_bce: 0.7365 - s_co_2_bce: 0.7365 - s_iou:0.7209 - s_iou_com:0.7725 batch_size: 0.7700682878494263 2024-01-17 23:45:22,399 Whole iter step:316 - epoch progress:0/300 - total_loss:9.2137 - f_co_bce:0.7194 - f_bg_bce: 0.7453 - f_com_bce: 0.7132 - f_iou: 0.8341 - f_iou_com: 0.8356 - s_co_bce:0.7195 - s_bg_bce: 0.7497 - s_com_bce: 0.7361 - s_co_1_bce: 0.7550 - s_co_2_bce: 0.7550 - s_iou:0.7223 - s_iou_com:0.8394 batch_size: 0.8440554738044739 2024-01-17 23:45:22,589 Whole iter step:317 - epoch progress:0/300 - total_loss:9.0032 - f_co_bce:0.6838 - f_bg_bce: 0.7836 - f_com_bce: 0.7309 - f_iou: 0.7646 - f_iou_com: 0.7847 - s_co_bce:0.7518 - s_bg_bce: 0.7195 - s_com_bce: 0.7629 - s_co_1_bce: 0.7252 - s_co_2_bce: 0.7252 - s_iou:0.7202 - s_iou_com:0.7870 batch_size: 0.7889861464500427 2024-01-17 23:45:22,761 Whole iter step:318 - epoch progress:0/300 - total_loss:8.8425 - f_co_bce:0.7209 - f_bg_bce: 0.6994 - f_com_bce: 0.7064 - f_iou: 0.7600 - f_iou_com: 0.7608 - s_co_bce:0.7263 - s_bg_bce: 0.7412 - s_com_bce: 0.7445 - s_co_1_bce: 0.7342 - s_co_2_bce: 0.7342 - s_iou:0.7193 - s_iou_com:0.7615 batch_size: 0.7679135203361511 2024-01-17 23:45:22,940 Whole iter step:319 - epoch progress:0/300 - total_loss:9.0120 - f_co_bce:0.7309 - f_bg_bce: 0.7145 - f_com_bce: 0.7163 - f_iou: 0.8006 - f_iou_com: 0.7954 - s_co_bce:0.7163 - s_bg_bce: 0.7679 - s_com_bce: 0.7145 - s_co_1_bce: 0.7493 - s_co_2_bce: 0.7493 - s_iou:0.7262 - s_iou_com:0.7899 batch_size: 0.7902190089225769 2024-01-17 23:45:23,118 Whole iter step:320 - epoch progress:0/300 - total_loss:9.4791 - f_co_bce:0.7351 - f_bg_bce: 0.7231 - f_com_bce: 0.7277 - f_iou: 0.9196 - f_iou_com: 0.9200 - s_co_bce:0.7147 - s_bg_bce: 0.7629 - s_com_bce: 0.7121 - s_co_1_bce: 0.7316 - s_co_2_bce: 0.7316 - s_iou:0.7171 - s_iou_com:0.9061 batch_size: 0.9089919924736023 2024-01-17 23:45:23,319 Whole iter step:321 - epoch progress:0/300 - total_loss:9.4787 - f_co_bce:0.7410 - f_bg_bce: 0.7336 - f_com_bce: 0.7173 - f_iou: 0.9080 - f_iou_com: 0.9040 - s_co_bce:0.7196 - s_bg_bce: 0.7509 - s_com_bce: 0.7211 - s_co_1_bce: 0.7472 - s_co_2_bce: 0.7472 - s_iou:0.7295 - s_iou_com:0.9022 batch_size: 0.904471218585968 2024-01-17 23:45:23,499 Whole iter step:322 - epoch progress:0/300 - total_loss:9.4322 - f_co_bce:0.7099 - f_bg_bce: 0.7324 - f_com_bce: 0.7238 - f_iou: 0.9002 - f_iou_com: 0.9000 - s_co_bce:0.7212 - s_bg_bce: 0.7461 - s_com_bce: 0.7295 - s_co_1_bce: 0.7409 - s_co_2_bce: 0.7409 - s_iou:0.7254 - s_iou_com:0.8991 batch_size: 0.9038252234458923 2024-01-17 23:45:23,802 Whole iter step:323 - epoch progress:0/300 - total_loss:9.2826 - f_co_bce:0.7554 - f_bg_bce: 0.6865 - f_com_bce: 0.7416 - f_iou: 0.8644 - f_iou_com: 0.8611 - s_co_bce:0.7187 - s_bg_bce: 0.7554 - s_com_bce: 0.7312 - s_co_1_bce: 0.7425 - s_co_2_bce: 0.7425 - s_iou:0.7308 - s_iou_com:0.8446 batch_size: 0.8504860997200012 2024-01-17 23:45:23,986 Whole iter step:324 - epoch progress:0/300 - total_loss:9.4881 - f_co_bce:0.7224 - f_bg_bce: 0.7454 - f_com_bce: 0.7182 - f_iou: 0.9083 - f_iou_com: 0.9122 - s_co_bce:0.7113 - s_bg_bce: 0.7632 - s_com_bce: 0.7171 - s_co_1_bce: 0.7446 - s_co_2_bce: 0.7446 - s_iou:0.7295 - s_iou_com:0.9058 batch_size: 0.91010582447052 2024-01-17 23:45:24,263 Whole iter step:325 - epoch progress:0/300 - total_loss:9.3020 - f_co_bce:0.7148 - f_bg_bce: 0.7634 - f_com_bce: 0.7022 - f_iou: 0.8602 - f_iou_com: 0.8527 - s_co_bce:0.7194 - s_bg_bce: 0.7505 - s_com_bce: 0.7402 - s_co_1_bce: 0.7428 - s_co_2_bce: 0.7428 - s_iou:0.7312 - s_iou_com:0.8580 batch_size: 0.8666893839836121 2024-01-17 23:45:24,426 Whole iter step:326 - epoch progress:0/300 - total_loss:9.1109 - f_co_bce:0.7139 - f_bg_bce: 0.7331 - f_com_bce: 0.7274 - f_iou: 0.8107 - f_iou_com: 0.8188 - s_co_bce:0.7243 - s_bg_bce: 0.7543 - s_com_bce: 0.7301 - s_co_1_bce: 0.7520 - s_co_2_bce: 0.7520 - s_iou:0.7197 - s_iou_com:0.8118 batch_size: 0.8149724006652832 2024-01-17 23:45:24,608 Whole iter step:327 - epoch progress:0/300 - total_loss:9.5807 - f_co_bce:0.7164 - f_bg_bce: 0.7419 - f_com_bce: 0.7186 - f_iou: 0.9291 - f_iou_com: 0.9276 - s_co_bce:0.7271 - s_bg_bce: 0.7454 - s_com_bce: 0.7356 - s_co_1_bce: 0.7527 - s_co_2_bce: 0.7527 - s_iou:0.7330 - s_iou_com:0.9251 batch_size: 0.9281448721885681 2024-01-17 23:45:24,882 Whole iter step:328 - epoch progress:0/300 - total_loss:8.9607 - f_co_bce:0.7431 - f_bg_bce: 0.7160 - f_com_bce: 0.7360 - f_iou: 0.7767 - f_iou_com: 0.7760 - s_co_bce:0.7184 - s_bg_bce: 0.7497 - s_com_bce: 0.7425 - s_co_1_bce: 0.7322 - s_co_2_bce: 0.7322 - s_iou:0.7249 - s_iou_com:0.7694 batch_size: 0.7756975889205933 2024-01-17 23:45:25,133 Whole iter step:329 - epoch progress:0/300 - total_loss:9.6814 - f_co_bce:0.7326 - f_bg_bce: 0.7525 - f_com_bce: 0.7484 - f_iou: 0.9418 - f_iou_com: 0.9488 - s_co_bce:0.7253 - s_bg_bce: 0.7403 - s_com_bce: 0.7320 - s_co_1_bce: 0.7402 - s_co_2_bce: 0.7402 - s_iou:0.7323 - s_iou_com:0.9423 batch_size: 0.9448674321174622 2024-01-17 23:45:25,338 Whole iter step:330 - epoch progress:0/300 - total_loss:9.3903 - f_co_bce:0.7027 - f_bg_bce: 0.7412 - f_com_bce: 0.7144 - f_iou: 0.8897 - f_iou_com: 0.8936 - s_co_bce:0.7250 - s_bg_bce: 0.7443 - s_com_bce: 0.7342 - s_co_1_bce: 0.7446 - s_co_2_bce: 0.7446 - s_iou:0.7228 - s_iou_com:0.8857 batch_size: 0.8922155499458313 2024-01-17 23:45:25,515 Whole iter step:331 - epoch progress:0/300 - total_loss:9.2845 - f_co_bce:0.7412 - f_bg_bce: 0.7188 - f_com_bce: 0.7421 - f_iou: 0.8623 - f_iou_com: 0.8583 - s_co_bce:0.7292 - s_bg_bce: 0.7378 - s_com_bce: 0.7218 - s_co_1_bce: 0.7435 - s_co_2_bce: 0.7435 - s_iou:0.7286 - s_iou_com:0.8515 batch_size: 0.8492088317871094 2024-01-17 23:45:25,697 Whole iter step:332 - epoch progress:0/300 - total_loss:9.1592 - f_co_bce:0.7342 - f_bg_bce: 0.7168 - f_com_bce: 0.7327 - f_iou: 0.8329 - f_iou_com: 0.8348 - s_co_bce:0.7285 - s_bg_bce: 0.7384 - s_com_bce: 0.7230 - s_co_1_bce: 0.7302 - s_co_2_bce: 0.7302 - s_iou:0.7323 - s_iou_com:0.8282 batch_size: 0.8272790908813477 2024-01-17 23:45:25,876 Whole iter step:333 - epoch progress:0/300 - total_loss:9.3069 - f_co_bce:0.7250 - f_bg_bce: 0.7427 - f_com_bce: 0.7298 - f_iou: 0.8527 - f_iou_com: 0.8525 - s_co_bce:0.7323 - s_bg_bce: 0.7354 - s_com_bce: 0.7427 - s_co_1_bce: 0.7459 - s_co_2_bce: 0.7459 - s_iou:0.7354 - s_iou_com:0.8541 batch_size: 0.8584279417991638 2024-01-17 23:45:26,037 Whole iter step:334 - epoch progress:0/300 - total_loss:8.7162 - f_co_bce:0.7241 - f_bg_bce: 0.7431 - f_com_bce: 0.7067 - f_iou: 0.7100 - f_iou_com: 0.7044 - s_co_bce:0.7337 - s_bg_bce: 0.7338 - s_com_bce: 0.7579 - s_co_1_bce: 0.7465 - s_co_2_bce: 0.7465 - s_iou:0.7292 - s_iou_com:0.7085 batch_size: 0.7183752655982971 2024-01-17 23:45:26,210 Whole iter step:335 - epoch progress:0/300 - total_loss:8.8259 - f_co_bce:0.7191 - f_bg_bce: 0.7378 - f_com_bce: 0.7066 - f_iou: 0.7435 - f_iou_com: 0.7469 - s_co_bce:0.7015 - s_bg_bce: 0.7726 - s_com_bce: 0.7426 - s_co_1_bce: 0.7320 - s_co_2_bce: 0.7320 - s_iou:0.7284 - s_iou_com:0.7385 batch_size: 0.7564955353736877 2024-01-17 23:45:26,407 Whole iter step:336 - epoch progress:0/300 - total_loss:9.3914 - f_co_bce:0.6970 - f_bg_bce: 0.7622 - f_com_bce: 0.7109 - f_iou: 0.8861 - f_iou_com: 0.8842 - s_co_bce:0.7118 - s_bg_bce: 0.7604 - s_com_bce: 0.7325 - s_co_1_bce: 0.7535 - s_co_2_bce: 0.7535 - s_iou:0.7230 - s_iou_com:0.8806 batch_size: 0.889224648475647 2024-01-17 23:45:26,576 Whole iter step:337 - epoch progress:0/300 - total_loss:9.6406 - f_co_bce:0.7554 - f_bg_bce: 0.7292 - f_com_bce: 0.7248 - f_iou: 0.9326 - f_iou_com: 0.9316 - s_co_bce:0.7261 - s_bg_bce: 0.7534 - s_com_bce: 0.7353 - s_co_1_bce: 0.7531 - s_co_2_bce: 0.7531 - s_iou:0.7257 - s_iou_com:0.9337 batch_size: 0.9396354556083679 2024-01-17 23:45:26,862 Whole iter step:338 - epoch progress:0/300 - total_loss:8.9465 - f_co_bce:0.7127 - f_bg_bce: 0.7370 - f_com_bce: 0.7080 - f_iou: 0.7843 - f_iou_com: 0.7827 - s_co_bce:0.7157 - s_bg_bce: 0.7568 - s_com_bce: 0.7126 - s_co_1_bce: 0.7361 - s_co_2_bce: 0.7361 - s_iou:0.7390 - s_iou_com:0.7819 batch_size: 0.7798575758934021 2024-01-17 23:45:27,019 Whole iter step:339 - epoch progress:0/300 - total_loss:9.4820 - f_co_bce:0.7141 - f_bg_bce: 0.7280 - f_com_bce: 0.7112 - f_iou: 0.9156 - f_iou_com: 0.9157 - s_co_bce:0.7207 - s_bg_bce: 0.7459 - s_com_bce: 0.7309 - s_co_1_bce: 0.7303 - s_co_2_bce: 0.7303 - s_iou:0.7333 - s_iou_com:0.9155 batch_size: 0.9208380579948425 2024-01-17 23:45:27,167 Whole iter step:340 - epoch progress:0/300 - total_loss:8.3860 - f_co_bce:0.7182 - f_bg_bce: 0.7482 - f_com_bce: 0.6943 - f_iou: 0.6417 - f_iou_com: 0.6343 - s_co_bce:0.7198 - s_bg_bce: 0.7478 - s_com_bce: 0.7343 - s_co_1_bce: 0.7480 - s_co_2_bce: 0.7480 - s_iou:0.7206 - s_iou_com:0.6366 batch_size: 0.6421303749084473 2024-01-17 23:45:27,453 Whole iter step:341 - epoch progress:0/300 - total_loss:9.1778 - f_co_bce:0.7183 - f_bg_bce: 0.7371 - f_com_bce: 0.7327 - f_iou: 0.8360 - f_iou_com: 0.8400 - s_co_bce:0.7194 - s_bg_bce: 0.7426 - s_com_bce: 0.7388 - s_co_1_bce: 0.7288 - s_co_2_bce: 0.7288 - s_iou:0.7115 - s_iou_com:0.8318 batch_size: 0.8408825993537903 2024-01-17 23:45:27,612 Whole iter step:342 - epoch progress:0/300 - total_loss:9.4428 - f_co_bce:0.7223 - f_bg_bce: 0.7344 - f_com_bce: 0.7330 - f_iou: 0.9003 - f_iou_com: 0.9026 - s_co_bce:0.7112 - s_bg_bce: 0.7608 - s_com_bce: 0.7129 - s_co_1_bce: 0.7432 - s_co_2_bce: 0.7432 - s_iou:0.7319 - s_iou_com:0.8947 batch_size: 0.8954530954360962 2024-01-17 23:45:27,772 Whole iter step:343 - epoch progress:0/300 - total_loss:9.1834 - f_co_bce:0.7159 - f_bg_bce: 0.7284 - f_com_bce: 0.7058 - f_iou: 0.8468 - f_iou_com: 0.8406 - s_co_bce:0.7113 - s_bg_bce: 0.7604 - s_com_bce: 0.7220 - s_co_1_bce: 0.7534 - s_co_2_bce: 0.7534 - s_iou:0.7158 - s_iou_com:0.8390 batch_size: 0.8441263437271118 2024-01-17 23:45:27,932 Whole iter step:344 - epoch progress:0/300 - total_loss:9.1577 - f_co_bce:0.7260 - f_bg_bce: 0.7354 - f_com_bce: 0.7121 - f_iou: 0.8256 - f_iou_com: 0.8235 - s_co_bce:0.7106 - s_bg_bce: 0.7642 - s_com_bce: 0.7255 - s_co_1_bce: 0.7608 - s_co_2_bce: 0.7608 - s_iou:0.7326 - s_iou_com:0.8169 batch_size: 0.8245695233345032 2024-01-17 23:45:28,105 Whole iter step:345 - epoch progress:0/300 - total_loss:8.9784 - f_co_bce:0.7072 - f_bg_bce: 0.7618 - f_com_bce: 0.7048 - f_iou: 0.7677 - f_iou_com: 0.7717 - s_co_bce:0.7158 - s_bg_bce: 0.7547 - s_com_bce: 0.7399 - s_co_1_bce: 0.7642 - s_co_2_bce: 0.7642 - s_iou:0.7324 - s_iou_com:0.7750 batch_size: 0.7832008600234985 2024-01-17 23:45:28,299 Whole iter step:346 - epoch progress:0/300 - total_loss:9.5331 - f_co_bce:0.7269 - f_bg_bce: 0.7352 - f_com_bce: 0.7505 - f_iou: 0.9024 - f_iou_com: 0.9108 - s_co_bce:0.7254 - s_bg_bce: 0.7477 - s_com_bce: 0.7414 - s_co_1_bce: 0.7427 - s_co_2_bce: 0.7427 - s_iou:0.7371 - s_iou_com:0.9030 batch_size: 0.9101545214653015 2024-01-17 23:45:28,487 Whole iter step:347 - epoch progress:0/300 - total_loss:9.2522 - f_co_bce:0.7512 - f_bg_bce: 0.6991 - f_com_bce: 0.7463 - f_iou: 0.8581 - f_iou_com: 0.8580 - s_co_bce:0.7021 - s_bg_bce: 0.7699 - s_com_bce: 0.7099 - s_co_1_bce: 0.7489 - s_co_2_bce: 0.7489 - s_iou:0.7359 - s_iou_com:0.8353 batch_size: 0.8375105261802673 2024-01-17 23:45:28,653 Whole iter step:348 - epoch progress:0/300 - total_loss:8.9121 - f_co_bce:0.6791 - f_bg_bce: 0.7967 - f_com_bce: 0.6861 - f_iou: 0.7500 - f_iou_com: 0.7585 - s_co_bce:0.7298 - s_bg_bce: 0.7374 - s_com_bce: 0.7544 - s_co_1_bce: 0.7482 - s_co_2_bce: 0.7482 - s_iou:0.7187 - s_iou_com:0.7716 batch_size: 0.7817007899284363 2024-01-17 23:45:28,797 Whole iter step:349 - epoch progress:0/300 - total_loss:9.3408 - f_co_bce:0.6881 - f_bg_bce: 0.7591 - f_com_bce: 0.7076 - f_iou: 0.8687 - f_iou_com: 0.8759 - s_co_bce:0.7133 - s_bg_bce: 0.7551 - s_com_bce: 0.7415 - s_co_1_bce: 0.7510 - s_co_2_bce: 0.7510 - s_iou:0.7189 - s_iou_com:0.8746 batch_size: 0.8869093060493469 2024-01-17 23:45:28,984 Whole iter step:350 - epoch progress:0/300 - total_loss:9.3995 - f_co_bce:0.7355 - f_bg_bce: 0.7158 - f_com_bce: 0.7272 - f_iou: 0.8952 - f_iou_com: 0.8913 - s_co_bce:0.7209 - s_bg_bce: 0.7531 - s_com_bce: 0.7208 - s_co_1_bce: 0.7385 - s_co_2_bce: 0.7385 - s_iou:0.7288 - s_iou_com:0.8871 batch_size: 0.8854767680168152 2024-01-17 23:45:29,191 Whole iter step:351 - epoch progress:0/300 - total_loss:8.6111 - f_co_bce:0.7139 - f_bg_bce: 0.7789 - f_com_bce: 0.7538 - f_iou: 0.6607 - f_iou_com: 0.6833 - s_co_bce:0.7185 - s_bg_bce: 0.7538 - s_com_bce: 0.7325 - s_co_1_bce: 0.7564 - s_co_2_bce: 0.7564 - s_iou:0.7191 - s_iou_com:0.6681 batch_size: 0.6721271872520447 2024-01-17 23:45:29,387 Whole iter step:352 - epoch progress:0/300 - total_loss:9.2207 - f_co_bce:0.7345 - f_bg_bce: 0.7271 - f_com_bce: 0.7036 - f_iou: 0.8489 - f_iou_com: 0.8386 - s_co_bce:0.7068 - s_bg_bce: 0.7705 - s_com_bce: 0.7315 - s_co_1_bce: 0.7583 - s_co_2_bce: 0.7583 - s_iou:0.7152 - s_iou_com:0.8380 batch_size: 0.8477728962898254 2024-01-17 23:45:29,589 Whole iter step:353 - epoch progress:0/300 - total_loss:9.3621 - f_co_bce:0.7083 - f_bg_bce: 0.7375 - f_com_bce: 0.7183 - f_iou: 0.8836 - f_iou_com: 0.8854 - s_co_bce:0.7245 - s_bg_bce: 0.7506 - s_com_bce: 0.7280 - s_co_1_bce: 0.7412 - s_co_2_bce: 0.7412 - s_iou:0.7127 - s_iou_com:0.8854 batch_size: 0.886640727519989 2024-01-17 23:45:29,789 Whole iter step:354 - epoch progress:0/300 - total_loss:9.1229 - f_co_bce:0.7207 - f_bg_bce: 0.7504 - f_com_bce: 0.7184 - f_iou: 0.8105 - f_iou_com: 0.8130 - s_co_bce:0.7198 - s_bg_bce: 0.7544 - s_com_bce: 0.7283 - s_co_1_bce: 0.7466 - s_co_2_bce: 0.7466 - s_iou:0.7289 - s_iou_com:0.8147 batch_size: 0.8170902132987976 2024-01-17 23:45:30,003 Whole iter step:355 - epoch progress:0/300 - total_loss:9.2608 - f_co_bce:0.7207 - f_bg_bce: 0.7443 - f_com_bce: 0.7521 - f_iou: 0.8499 - f_iou_com: 0.8620 - s_co_bce:0.6945 - s_bg_bce: 0.7799 - s_com_bce: 0.7110 - s_co_1_bce: 0.7463 - s_co_2_bce: 0.7463 - s_iou:0.7257 - s_iou_com:0.8353 batch_size: 0.8392305374145508 2024-01-17 23:45:30,196 Whole iter step:356 - epoch progress:0/300 - total_loss:8.7628 - f_co_bce:0.7073 - f_bg_bce: 0.7386 - f_com_bce: 0.6971 - f_iou: 0.7377 - f_iou_com: 0.7359 - s_co_bce:0.7165 - s_bg_bce: 0.7452 - s_com_bce: 0.7285 - s_co_1_bce: 0.7227 - s_co_2_bce: 0.7227 - s_iou:0.7505 - s_iou_com:0.7392 batch_size: 0.7437555193901062 2024-01-17 23:48:40,097 Evaluating epoch 0 get SM 0.3697 结果较低，推断应该是数据集放置格式出错而导致。

dragonlee258079 / DMT

训练精度问题 #4