diff --git "a/duke.vitb.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260/train_log.txt" "b/duke.vitb.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260/train_log.txt" new file mode 100755--- /dev/null +++ "b/duke.vitb.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260/train_log.txt" @@ -0,0 +1,1547 @@ +2023-08-08 13:26:24 transreid INFO: Namespace(config_file='configs/dukemtmc/vit_base.yml', local_rank=0, opts=['DATASETS.ROOT_DIR', './data/', 'SOLVER.BASE_LR', '4e-4', 'MODEL.DEVICE_ID', '("3")', 'MODEL.PRETRAIN_PATH', './pretrained/vitb.lup.256x128.wopt.csk.4-8.ar.375.n8//checkpoint0260.pth', 'OUTPUT_DIR', 'logs/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260', 'MODEL.PRETRAIN_HW_RATIO', '2']) +2023-08-08 13:26:24 transreid INFO: Saving model in the path :logs/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260 +2023-08-08 13:26:24 transreid INFO: Loaded configuration file configs/dukemtmc/vit_base.yml +2023-08-08 13:26:24 transreid INFO: Running with config: +DATALOADER: + NUM_INSTANCE: 4 + NUM_WORKERS: 8 + REMOVE_TAIL: 0 + SAMPLER: softmax_triplet +DATASETS: + NAMES: dukemtmc + ROOT_DIR: ./data/ + ROOT_TRAIN_DIR: ../data + ROOT_VAL_DIR: ../data +INPUT: + PADDING: 10 + PIXEL_MEAN: [0.5, 0.5, 0.5] + PIXEL_STD: [0.5, 0.5, 0.5] + PROB: 0.5 + RE_PROB: 0.5 + SIZE_TEST: [256, 128] + SIZE_TRAIN: [256, 128] +MODEL: + ATT_DROP_RATE: 0.0 + COS_LAYER: False + DEVICE: cuda + DEVICE_ID: 3 + DEVIDE_LENGTH: 4 + DIST_TRAIN: False + DROPOUT_RATE: 0.0 + DROP_OUT: 0.0 + DROP_PATH: 0.1 + FEAT_DIM: 512 + ID_LOSS_TYPE: softmax + ID_LOSS_WEIGHT: 1.0 + IF_LABELSMOOTH: off + IF_WITH_CENTER: no + JPM: False + LAST_STRIDE: 1 + METRIC_LOSS_TYPE: triplet + NAME: transformer + NECK: bnneck + NO_MARGIN: True + POOLING: None + PRETRAIN_CHOICE: imagenet + PRETRAIN_HW_RATIO: 2 + PRETRAIN_PATH: ./pretrained/vitb.lup.256x128.wopt.csk.4-8.ar.375.n8//checkpoint0260.pth + REDUCE_FEAT_DIM: False + RE_ARRANGE: True + SHIFT_NUM: 5 + SHUFFLE_GROUP: 2 + SIE_CAMERA: False + SIE_COE: 3.0 + SIE_VIEW: False + STEM_CONV: False + STRIDE_SIZE: [16, 16] + TRANSFORMER_TYPE: vit_base_patch16_224_TransReID + TRIPLET_LOSS_WEIGHT: 1.0 +OUTPUT_DIR: logs/duke.vits.lup.256x128.wopt.csk.4-8.ar.375.n8.e0260 +SOLVER: + BASE_LR: 0.0004 + BIAS_LR_FACTOR: 2 + CENTER_LOSS_WEIGHT: 0.0005 + CENTER_LR: 0.5 + CHECKPOINT_PERIOD: 120 + COSINE_MARGIN: 0.5 + COSINE_SCALE: 30 + EVAL_PERIOD: 120 + GAMMA: 0.1 + IMS_PER_BATCH: 64 + LARGE_FC_LR: False + LOG_PERIOD: 20 + MARGIN: 0.3 + MAX_EPOCHS: 120 + MOMENTUM: 0.9 + OPTIMIZER_NAME: SGD + SEED: 1234 + STEPS: (40, 70) + TRP_L2: False + WARMUP_EPOCHS: 20 + WARMUP_FACTOR: 0.01 + WARMUP_METHOD: cosine + WEIGHT_DECAY: 0.0001 + WEIGHT_DECAY_BIAS: 0.0001 +TEST: + DIST_MAT: dist_mat.npy + EVAL: True + FEAT_NORM: yes + IMS_PER_BATCH: 256 + NECK_FEAT: before + RE_RANKING: False + WEIGHT: +2023-08-08 13:26:24 transreid.check INFO: Dataset statistics: +2023-08-08 13:26:24 transreid.check INFO: ---------------------------------------- +2023-08-08 13:26:24 transreid.check INFO: subset | # ids | # images | # cameras +2023-08-08 13:26:24 transreid.check INFO: ---------------------------------------- +2023-08-08 13:26:24 transreid.check INFO: train | 702 | 16522 | 8 +2023-08-08 13:26:24 transreid.check INFO: query | 702 | 2228 | 8 +2023-08-08 13:26:24 transreid.check INFO: gallery | 1110 | 17661 | 8 +2023-08-08 13:26:24 transreid.check INFO: ---------------------------------------- +2023-08-08 13:26:31 transreid INFO: ===========using cosine learning rate======= +2023-08-08 13:26:31 transreid.train INFO: start training +2023-08-08 13:26:36 transreid.train INFO: Epoch[1] Iter[20/241] Loss: 22.440, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-08 13:26:39 transreid.train INFO: Epoch[1] Iter[40/241] Loss: 20.951, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-08 13:26:42 transreid.train INFO: Epoch[1] Iter[60/241] Loss: 19.787, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-08 13:26:45 transreid.train INFO: Epoch[1] Iter[80/241] Loss: 18.691, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-08 13:26:48 transreid.train INFO: Epoch[1] Iter[100/241] Loss: 17.712, Acc: 0.001, Base Lr: 2.38e-05 +2023-08-08 13:26:51 transreid.train INFO: Epoch[1] Iter[120/241] Loss: 16.923, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:26:55 transreid.train INFO: Epoch[1] Iter[140/241] Loss: 16.237, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:26:58 transreid.train INFO: Epoch[1] Iter[160/241] Loss: 15.665, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:27:01 transreid.train INFO: Epoch[1] Iter[180/241] Loss: 15.184, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:27:04 transreid.train INFO: Epoch[1] Iter[200/241] Loss: 14.778, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:27:07 transreid.train INFO: Epoch[1] Iter[220/241] Loss: 14.430, Acc: 0.002, Base Lr: 2.38e-05 +2023-08-08 13:27:09 transreid.train INFO: Epoch 1 done. Time per epoch: 37.256[s] Speed: 390.0[samples/s] +2023-08-08 13:27:13 transreid.train INFO: Epoch[2] Iter[20/241] Loss: 10.155, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:16 transreid.train INFO: Epoch[2] Iter[40/241] Loss: 9.711, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:19 transreid.train INFO: Epoch[2] Iter[60/241] Loss: 9.565, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:22 transreid.train INFO: Epoch[2] Iter[80/241] Loss: 9.332, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:26 transreid.train INFO: Epoch[2] Iter[100/241] Loss: 9.169, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:29 transreid.train INFO: Epoch[2] Iter[120/241] Loss: 9.111, Acc: 0.002, Base Lr: 4.36e-05 +2023-08-08 13:27:32 transreid.train INFO: Epoch[2] Iter[140/241] Loss: 9.042, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-08 13:27:35 transreid.train INFO: Epoch[2] Iter[160/241] Loss: 8.977, Acc: 0.003, Base Lr: 4.36e-05 +2023-08-08 13:27:38 transreid.train INFO: Epoch[2] Iter[180/241] Loss: 8.887, Acc: 0.004, Base Lr: 4.36e-05 +2023-08-08 13:27:42 transreid.train INFO: Epoch[2] Iter[200/241] Loss: 8.802, Acc: 0.005, Base Lr: 4.36e-05 +2023-08-08 13:27:45 transreid.train INFO: Epoch[2] Iter[220/241] Loss: 8.753, Acc: 0.008, Base Lr: 4.36e-05 +2023-08-08 13:27:46 transreid.train INFO: Epoch 2 done. Time per epoch: 37.229[s] Speed: 390.2[samples/s] +2023-08-08 13:27:50 transreid.train INFO: Epoch[3] Iter[20/241] Loss: 7.706, Acc: 0.028, Base Lr: 6.34e-05 +2023-08-08 13:27:53 transreid.train INFO: Epoch[3] Iter[40/241] Loss: 7.702, Acc: 0.035, Base Lr: 6.34e-05 +2023-08-08 13:27:57 transreid.train INFO: Epoch[3] Iter[60/241] Loss: 7.690, Acc: 0.036, Base Lr: 6.34e-05 +2023-08-08 13:28:00 transreid.train INFO: Epoch[3] Iter[80/241] Loss: 7.708, Acc: 0.039, Base Lr: 6.34e-05 +2023-08-08 13:28:03 transreid.train INFO: Epoch[3] Iter[100/241] Loss: 7.671, Acc: 0.047, Base Lr: 6.34e-05 +2023-08-08 13:28:06 transreid.train INFO: Epoch[3] Iter[120/241] Loss: 7.672, Acc: 0.053, Base Lr: 6.34e-05 +2023-08-08 13:28:09 transreid.train INFO: Epoch[3] Iter[140/241] Loss: 7.641, Acc: 0.058, Base Lr: 6.34e-05 +2023-08-08 13:28:12 transreid.train INFO: Epoch[3] Iter[160/241] Loss: 7.616, Acc: 0.066, Base Lr: 6.34e-05 +2023-08-08 13:28:16 transreid.train INFO: Epoch[3] Iter[180/241] Loss: 7.591, Acc: 0.073, Base Lr: 6.34e-05 +2023-08-08 13:28:19 transreid.train INFO: Epoch[3] Iter[200/241] Loss: 7.579, Acc: 0.087, Base Lr: 6.34e-05 +2023-08-08 13:28:22 transreid.train INFO: Epoch[3] Iter[220/241] Loss: 7.562, Acc: 0.111, Base Lr: 6.34e-05 +2023-08-08 13:28:23 transreid.train INFO: Epoch 3 done. Time per epoch: 37.164[s] Speed: 389.2[samples/s] +2023-08-08 13:28:27 transreid.train INFO: Epoch[4] Iter[20/241] Loss: 7.232, Acc: 0.124, Base Lr: 8.32e-05 +2023-08-08 13:28:30 transreid.train INFO: Epoch[4] Iter[40/241] Loss: 7.217, Acc: 0.143, Base Lr: 8.32e-05 +2023-08-08 13:28:33 transreid.train INFO: Epoch[4] Iter[60/241] Loss: 7.223, Acc: 0.148, Base Lr: 8.32e-05 +2023-08-08 13:28:37 transreid.train INFO: Epoch[4] Iter[80/241] Loss: 7.202, Acc: 0.156, Base Lr: 8.32e-05 +2023-08-08 13:28:40 transreid.train INFO: Epoch[4] Iter[100/241] Loss: 7.182, Acc: 0.170, Base Lr: 8.32e-05 +2023-08-08 13:28:43 transreid.train INFO: Epoch[4] Iter[120/241] Loss: 7.165, Acc: 0.174, Base Lr: 8.32e-05 +2023-08-08 13:28:46 transreid.train INFO: Epoch[4] Iter[140/241] Loss: 7.161, Acc: 0.188, Base Lr: 8.32e-05 +2023-08-08 13:28:49 transreid.train INFO: Epoch[4] Iter[160/241] Loss: 7.177, Acc: 0.200, Base Lr: 8.32e-05 +2023-08-08 13:28:53 transreid.train INFO: Epoch[4] Iter[180/241] Loss: 7.164, Acc: 0.212, Base Lr: 8.32e-05 +2023-08-08 13:28:56 transreid.train INFO: Epoch[4] Iter[200/241] Loss: 7.160, Acc: 0.231, Base Lr: 8.32e-05 +2023-08-08 13:28:59 transreid.train INFO: Epoch[4] Iter[220/241] Loss: 7.152, Acc: 0.263, Base Lr: 8.32e-05 +2023-08-08 13:29:00 transreid.train INFO: Epoch 4 done. Time per epoch: 36.885[s] Speed: 390.4[samples/s] +2023-08-08 13:29:04 transreid.train INFO: Epoch[5] Iter[20/241] Loss: 7.167, Acc: 0.206, Base Lr: 1.03e-04 +2023-08-08 13:29:07 transreid.train INFO: Epoch[5] Iter[40/241] Loss: 7.107, Acc: 0.209, Base Lr: 1.03e-04 +2023-08-08 13:29:10 transreid.train INFO: Epoch[5] Iter[60/241] Loss: 7.073, Acc: 0.220, Base Lr: 1.03e-04 +2023-08-08 13:29:14 transreid.train INFO: Epoch[5] Iter[80/241] Loss: 7.048, Acc: 0.226, Base Lr: 1.03e-04 +2023-08-08 13:29:17 transreid.train INFO: Epoch[5] Iter[100/241] Loss: 7.026, Acc: 0.233, Base Lr: 1.03e-04 +2023-08-08 13:29:20 transreid.train INFO: Epoch[5] Iter[120/241] Loss: 7.011, Acc: 0.243, Base Lr: 1.03e-04 +2023-08-08 13:29:23 transreid.train INFO: Epoch[5] Iter[140/241] Loss: 6.997, Acc: 0.256, Base Lr: 1.03e-04 +2023-08-08 13:29:26 transreid.train INFO: Epoch[5] Iter[160/241] Loss: 6.978, Acc: 0.271, Base Lr: 1.03e-04 +2023-08-08 13:29:29 transreid.train INFO: Epoch[5] Iter[180/241] Loss: 6.970, Acc: 0.285, Base Lr: 1.03e-04 +2023-08-08 13:29:33 transreid.train INFO: Epoch[5] Iter[200/241] Loss: 6.964, Acc: 0.303, Base Lr: 1.03e-04 +2023-08-08 13:29:36 transreid.train INFO: Epoch[5] Iter[220/241] Loss: 6.952, Acc: 0.335, Base Lr: 1.03e-04 +2023-08-08 13:29:37 transreid.train INFO: Epoch 5 done. Time per epoch: 36.956[s] Speed: 391.4[samples/s] +2023-08-08 13:29:41 transreid.train INFO: Epoch[6] Iter[20/241] Loss: 6.852, Acc: 0.249, Base Lr: 1.23e-04 +2023-08-08 13:29:44 transreid.train INFO: Epoch[6] Iter[40/241] Loss: 6.830, Acc: 0.253, Base Lr: 1.23e-04 +2023-08-08 13:29:47 transreid.train INFO: Epoch[6] Iter[60/241] Loss: 6.829, Acc: 0.254, Base Lr: 1.23e-04 +2023-08-08 13:29:51 transreid.train INFO: Epoch[6] Iter[80/241] Loss: 6.806, Acc: 0.259, Base Lr: 1.23e-04 +2023-08-08 13:29:54 transreid.train INFO: Epoch[6] Iter[100/241] Loss: 6.784, Acc: 0.261, Base Lr: 1.23e-04 +2023-08-08 13:29:57 transreid.train INFO: Epoch[6] Iter[120/241] Loss: 6.785, Acc: 0.277, Base Lr: 1.23e-04 +2023-08-08 13:30:00 transreid.train INFO: Epoch[6] Iter[140/241] Loss: 6.767, Acc: 0.284, Base Lr: 1.23e-04 +2023-08-08 13:30:03 transreid.train INFO: Epoch[6] Iter[160/241] Loss: 6.744, Acc: 0.300, Base Lr: 1.23e-04 +2023-08-08 13:30:07 transreid.train INFO: Epoch[6] Iter[180/241] Loss: 6.736, Acc: 0.311, Base Lr: 1.23e-04 +2023-08-08 13:30:10 transreid.train INFO: Epoch[6] Iter[200/241] Loss: 6.723, Acc: 0.325, Base Lr: 1.23e-04 +2023-08-08 13:30:13 transreid.train INFO: Epoch[6] Iter[220/241] Loss: 6.706, Acc: 0.352, Base Lr: 1.23e-04 +2023-08-08 13:30:14 transreid.train INFO: Epoch 6 done. Time per epoch: 36.822[s] Speed: 391.1[samples/s] +2023-08-08 13:30:18 transreid.train INFO: Epoch[7] Iter[20/241] Loss: 6.623, Acc: 0.242, Base Lr: 1.43e-04 +2023-08-08 13:30:21 transreid.train INFO: Epoch[7] Iter[40/241] Loss: 6.614, Acc: 0.235, Base Lr: 1.43e-04 +2023-08-08 13:30:24 transreid.train INFO: Epoch[7] Iter[60/241] Loss: 6.621, Acc: 0.248, Base Lr: 1.43e-04 +2023-08-08 13:30:27 transreid.train INFO: Epoch[7] Iter[80/241] Loss: 6.607, Acc: 0.256, Base Lr: 1.43e-04 +2023-08-08 13:30:31 transreid.train INFO: Epoch[7] Iter[100/241] Loss: 6.614, Acc: 0.266, Base Lr: 1.43e-04 +2023-08-08 13:30:34 transreid.train INFO: Epoch[7] Iter[120/241] Loss: 6.615, Acc: 0.275, Base Lr: 1.43e-04 +2023-08-08 13:30:37 transreid.train INFO: Epoch[7] Iter[140/241] Loss: 6.602, Acc: 0.291, Base Lr: 1.43e-04 +2023-08-08 13:30:40 transreid.train INFO: Epoch[7] Iter[160/241] Loss: 6.593, Acc: 0.303, Base Lr: 1.43e-04 +2023-08-08 13:30:43 transreid.train INFO: Epoch[7] Iter[180/241] Loss: 6.575, Acc: 0.321, Base Lr: 1.43e-04 +2023-08-08 13:30:47 transreid.train INFO: Epoch[7] Iter[200/241] Loss: 6.550, Acc: 0.343, Base Lr: 1.43e-04 +2023-08-08 13:30:50 transreid.train INFO: Epoch[7] Iter[220/241] Loss: 6.516, Acc: 0.374, Base Lr: 1.43e-04 +2023-08-08 13:30:51 transreid.train INFO: Epoch 7 done. Time per epoch: 36.831[s] Speed: 391.0[samples/s] +2023-08-08 13:30:55 transreid.train INFO: Epoch[8] Iter[20/241] Loss: 6.467, Acc: 0.244, Base Lr: 1.62e-04 +2023-08-08 13:30:58 transreid.train INFO: Epoch[8] Iter[40/241] Loss: 6.434, Acc: 0.252, Base Lr: 1.62e-04 +2023-08-08 13:31:01 transreid.train INFO: Epoch[8] Iter[60/241] Loss: 6.400, Acc: 0.247, Base Lr: 1.62e-04 +2023-08-08 13:31:04 transreid.train INFO: Epoch[8] Iter[80/241] Loss: 6.393, Acc: 0.262, Base Lr: 1.62e-04 +2023-08-08 13:31:07 transreid.train INFO: Epoch[8] Iter[100/241] Loss: 6.396, Acc: 0.270, Base Lr: 1.62e-04 +2023-08-08 13:31:11 transreid.train INFO: Epoch[8] Iter[120/241] Loss: 6.389, Acc: 0.279, Base Lr: 1.62e-04 +2023-08-08 13:31:14 transreid.train INFO: Epoch[8] Iter[140/241] Loss: 6.372, Acc: 0.289, Base Lr: 1.62e-04 +2023-08-08 13:31:17 transreid.train INFO: Epoch[8] Iter[160/241] Loss: 6.349, Acc: 0.303, Base Lr: 1.62e-04 +2023-08-08 13:31:20 transreid.train INFO: Epoch[8] Iter[180/241] Loss: 6.331, Acc: 0.319, Base Lr: 1.62e-04 +2023-08-08 13:31:24 transreid.train INFO: Epoch[8] Iter[200/241] Loss: 6.310, Acc: 0.336, Base Lr: 1.62e-04 +2023-08-08 13:31:27 transreid.train INFO: Epoch[8] Iter[220/241] Loss: 6.277, Acc: 0.366, Base Lr: 1.62e-04 +2023-08-08 13:31:28 transreid.train INFO: Epoch 8 done. Time per epoch: 37.417[s] Speed: 386.6[samples/s] +2023-08-08 13:31:32 transreid.train INFO: Epoch[9] Iter[20/241] Loss: 6.384, Acc: 0.207, Base Lr: 1.82e-04 +2023-08-08 13:31:35 transreid.train INFO: Epoch[9] Iter[40/241] Loss: 6.323, Acc: 0.221, Base Lr: 1.82e-04 +2023-08-08 13:31:38 transreid.train INFO: Epoch[9] Iter[60/241] Loss: 6.279, Acc: 0.226, Base Lr: 1.82e-04 +2023-08-08 13:31:42 transreid.train INFO: Epoch[9] Iter[80/241] Loss: 6.253, Acc: 0.235, Base Lr: 1.82e-04 +2023-08-08 13:31:45 transreid.train INFO: Epoch[9] Iter[100/241] Loss: 6.233, Acc: 0.246, Base Lr: 1.82e-04 +2023-08-08 13:31:48 transreid.train INFO: Epoch[9] Iter[120/241] Loss: 6.211, Acc: 0.262, Base Lr: 1.82e-04 +2023-08-08 13:31:51 transreid.train INFO: Epoch[9] Iter[140/241] Loss: 6.187, Acc: 0.274, Base Lr: 1.82e-04 +2023-08-08 13:31:54 transreid.train INFO: Epoch[9] Iter[160/241] Loss: 6.170, Acc: 0.292, Base Lr: 1.82e-04 +2023-08-08 13:31:58 transreid.train INFO: Epoch[9] Iter[180/241] Loss: 6.140, Acc: 0.312, Base Lr: 1.82e-04 +2023-08-08 13:32:01 transreid.train INFO: Epoch[9] Iter[200/241] Loss: 6.101, Acc: 0.332, Base Lr: 1.82e-04 +2023-08-08 13:32:04 transreid.train INFO: Epoch[9] Iter[220/241] Loss: 6.035, Acc: 0.362, Base Lr: 1.82e-04 +2023-08-08 13:32:05 transreid.train INFO: Epoch 9 done. Time per epoch: 37.047[s] Speed: 390.4[samples/s] +2023-08-08 13:32:09 transreid.train INFO: Epoch[10] Iter[20/241] Loss: 5.985, Acc: 0.217, Base Lr: 2.02e-04 +2023-08-08 13:32:12 transreid.train INFO: Epoch[10] Iter[40/241] Loss: 6.010, Acc: 0.204, Base Lr: 2.02e-04 +2023-08-08 13:32:16 transreid.train INFO: Epoch[10] Iter[60/241] Loss: 5.997, Acc: 0.215, Base Lr: 2.02e-04 +2023-08-08 13:32:19 transreid.train INFO: Epoch[10] Iter[80/241] Loss: 5.982, Acc: 0.232, Base Lr: 2.02e-04 +2023-08-08 13:32:22 transreid.train INFO: Epoch[10] Iter[100/241] Loss: 5.962, Acc: 0.242, Base Lr: 2.02e-04 +2023-08-08 13:32:25 transreid.train INFO: Epoch[10] Iter[120/241] Loss: 5.952, Acc: 0.249, Base Lr: 2.02e-04 +2023-08-08 13:32:28 transreid.train INFO: Epoch[10] Iter[140/241] Loss: 5.927, Acc: 0.264, Base Lr: 2.02e-04 +2023-08-08 13:32:32 transreid.train INFO: Epoch[10] Iter[160/241] Loss: 5.904, Acc: 0.277, Base Lr: 2.02e-04 +2023-08-08 13:32:35 transreid.train INFO: Epoch[10] Iter[180/241] Loss: 5.868, Acc: 0.296, Base Lr: 2.02e-04 +2023-08-08 13:32:38 transreid.train INFO: Epoch[10] Iter[200/241] Loss: 5.816, Acc: 0.319, Base Lr: 2.02e-04 +2023-08-08 13:32:41 transreid.train INFO: Epoch[10] Iter[220/241] Loss: 5.731, Acc: 0.352, Base Lr: 2.02e-04 +2023-08-08 13:32:42 transreid.train INFO: Epoch 10 done. Time per epoch: 36.997[s] Speed: 389.2[samples/s] +2023-08-08 13:32:46 transreid.train INFO: Epoch[11] Iter[20/241] Loss: 5.716, Acc: 0.241, Base Lr: 2.22e-04 +2023-08-08 13:32:49 transreid.train INFO: Epoch[11] Iter[40/241] Loss: 5.772, Acc: 0.234, Base Lr: 2.22e-04 +2023-08-08 13:32:53 transreid.train INFO: Epoch[11] Iter[60/241] Loss: 5.743, Acc: 0.234, Base Lr: 2.22e-04 +2023-08-08 13:32:56 transreid.train INFO: Epoch[11] Iter[80/241] Loss: 5.719, Acc: 0.235, Base Lr: 2.22e-04 +2023-08-08 13:32:59 transreid.train INFO: Epoch[11] Iter[100/241] Loss: 5.692, Acc: 0.247, Base Lr: 2.22e-04 +2023-08-08 13:33:02 transreid.train INFO: Epoch[11] Iter[120/241] Loss: 5.679, Acc: 0.256, Base Lr: 2.22e-04 +2023-08-08 13:33:05 transreid.train INFO: Epoch[11] Iter[140/241] Loss: 5.668, Acc: 0.264, Base Lr: 2.22e-04 +2023-08-08 13:33:09 transreid.train INFO: Epoch[11] Iter[160/241] Loss: 5.637, Acc: 0.278, Base Lr: 2.22e-04 +2023-08-08 13:33:12 transreid.train INFO: Epoch[11] Iter[180/241] Loss: 5.592, Acc: 0.298, Base Lr: 2.22e-04 +2023-08-08 13:33:15 transreid.train INFO: Epoch[11] Iter[200/241] Loss: 5.537, Acc: 0.319, Base Lr: 2.22e-04 +2023-08-08 13:33:18 transreid.train INFO: Epoch[11] Iter[220/241] Loss: 5.441, Acc: 0.351, Base Lr: 2.22e-04 +2023-08-08 13:33:20 transreid.train INFO: Epoch 11 done. Time per epoch: 37.485[s] Speed: 389.3[samples/s] +2023-08-08 13:33:24 transreid.train INFO: Epoch[12] Iter[20/241] Loss: 5.535, Acc: 0.237, Base Lr: 2.42e-04 +2023-08-08 13:33:27 transreid.train INFO: Epoch[12] Iter[40/241] Loss: 5.482, Acc: 0.222, Base Lr: 2.42e-04 +2023-08-08 13:33:30 transreid.train INFO: Epoch[12] Iter[60/241] Loss: 5.467, Acc: 0.219, Base Lr: 2.42e-04 +2023-08-08 13:33:33 transreid.train INFO: Epoch[12] Iter[80/241] Loss: 5.474, Acc: 0.225, Base Lr: 2.42e-04 +2023-08-08 13:33:36 transreid.train INFO: Epoch[12] Iter[100/241] Loss: 5.437, Acc: 0.244, Base Lr: 2.42e-04 +2023-08-08 13:33:40 transreid.train INFO: Epoch[12] Iter[120/241] Loss: 5.401, Acc: 0.258, Base Lr: 2.42e-04 +2023-08-08 13:33:43 transreid.train INFO: Epoch[12] Iter[140/241] Loss: 5.361, Acc: 0.272, Base Lr: 2.42e-04 +2023-08-08 13:33:46 transreid.train INFO: Epoch[12] Iter[160/241] Loss: 5.317, Acc: 0.287, Base Lr: 2.42e-04 +2023-08-08 13:33:49 transreid.train INFO: Epoch[12] Iter[180/241] Loss: 5.285, Acc: 0.298, Base Lr: 2.42e-04 +2023-08-08 13:33:52 transreid.train INFO: Epoch[12] Iter[200/241] Loss: 5.225, Acc: 0.315, Base Lr: 2.42e-04 +2023-08-08 13:33:56 transreid.train INFO: Epoch[12] Iter[220/241] Loss: 5.113, Acc: 0.349, Base Lr: 2.42e-04 +2023-08-08 13:33:57 transreid.train INFO: Epoch 12 done. Time per epoch: 36.960[s] Speed: 389.6[samples/s] +2023-08-08 13:34:01 transreid.train INFO: Epoch[13] Iter[20/241] Loss: 5.252, Acc: 0.248, Base Lr: 2.61e-04 +2023-08-08 13:34:04 transreid.train INFO: Epoch[13] Iter[40/241] Loss: 5.205, Acc: 0.248, Base Lr: 2.61e-04 +2023-08-08 13:34:07 transreid.train INFO: Epoch[13] Iter[60/241] Loss: 5.178, Acc: 0.249, Base Lr: 2.61e-04 +2023-08-08 13:34:10 transreid.train INFO: Epoch[13] Iter[80/241] Loss: 5.198, Acc: 0.249, Base Lr: 2.61e-04 +2023-08-08 13:34:13 transreid.train INFO: Epoch[13] Iter[100/241] Loss: 5.165, Acc: 0.262, Base Lr: 2.61e-04 +2023-08-08 13:34:17 transreid.train INFO: Epoch[13] Iter[120/241] Loss: 5.131, Acc: 0.271, Base Lr: 2.61e-04 +2023-08-08 13:34:20 transreid.train INFO: Epoch[13] Iter[140/241] Loss: 5.090, Acc: 0.284, Base Lr: 2.61e-04 +2023-08-08 13:34:23 transreid.train INFO: Epoch[13] Iter[160/241] Loss: 5.040, Acc: 0.304, Base Lr: 2.61e-04 +2023-08-08 13:34:26 transreid.train INFO: Epoch[13] Iter[180/241] Loss: 4.973, Acc: 0.328, Base Lr: 2.61e-04 +2023-08-08 13:34:29 transreid.train INFO: Epoch[13] Iter[200/241] Loss: 4.902, Acc: 0.349, Base Lr: 2.61e-04 +2023-08-08 13:34:32 transreid.train INFO: Epoch[13] Iter[220/241] Loss: 4.771, Acc: 0.387, Base Lr: 2.61e-04 +2023-08-08 13:34:33 transreid.train INFO: Epoch 13 done. Time per epoch: 36.706[s] Speed: 390.6[samples/s] +2023-08-08 13:34:37 transreid.train INFO: Epoch[14] Iter[20/241] Loss: 4.941, Acc: 0.300, Base Lr: 2.81e-04 +2023-08-08 13:34:40 transreid.train INFO: Epoch[14] Iter[40/241] Loss: 4.963, Acc: 0.297, Base Lr: 2.81e-04 +2023-08-08 13:34:44 transreid.train INFO: Epoch[14] Iter[60/241] Loss: 4.890, Acc: 0.303, Base Lr: 2.81e-04 +2023-08-08 13:34:47 transreid.train INFO: Epoch[14] Iter[80/241] Loss: 4.884, Acc: 0.301, Base Lr: 2.81e-04 +2023-08-08 13:34:50 transreid.train INFO: Epoch[14] Iter[100/241] Loss: 4.853, Acc: 0.310, Base Lr: 2.81e-04 +2023-08-08 13:34:53 transreid.train INFO: Epoch[14] Iter[120/241] Loss: 4.810, Acc: 0.326, Base Lr: 2.81e-04 +2023-08-08 13:34:56 transreid.train INFO: Epoch[14] Iter[140/241] Loss: 4.759, Acc: 0.342, Base Lr: 2.81e-04 +2023-08-08 13:35:00 transreid.train INFO: Epoch[14] Iter[160/241] Loss: 4.722, Acc: 0.356, Base Lr: 2.81e-04 +2023-08-08 13:35:03 transreid.train INFO: Epoch[14] Iter[180/241] Loss: 4.663, Acc: 0.373, Base Lr: 2.81e-04 +2023-08-08 13:35:06 transreid.train INFO: Epoch[14] Iter[200/241] Loss: 4.604, Acc: 0.393, Base Lr: 2.81e-04 +2023-08-08 13:35:09 transreid.train INFO: Epoch[14] Iter[220/241] Loss: 4.478, Acc: 0.425, Base Lr: 2.81e-04 +2023-08-08 13:35:11 transreid.train INFO: Epoch 14 done. Time per epoch: 37.341[s] Speed: 389.1[samples/s] +2023-08-08 13:35:15 transreid.train INFO: Epoch[15] Iter[20/241] Loss: 4.626, Acc: 0.366, Base Lr: 3.01e-04 +2023-08-08 13:35:18 transreid.train INFO: Epoch[15] Iter[40/241] Loss: 4.631, Acc: 0.353, Base Lr: 3.01e-04 +2023-08-08 13:35:21 transreid.train INFO: Epoch[15] Iter[60/241] Loss: 4.584, Acc: 0.347, Base Lr: 3.01e-04 +2023-08-08 13:35:24 transreid.train INFO: Epoch[15] Iter[80/241] Loss: 4.564, Acc: 0.352, Base Lr: 3.01e-04 +2023-08-08 13:35:27 transreid.train INFO: Epoch[15] Iter[100/241] Loss: 4.538, Acc: 0.358, Base Lr: 3.01e-04 +2023-08-08 13:35:31 transreid.train INFO: Epoch[15] Iter[120/241] Loss: 4.504, Acc: 0.368, Base Lr: 3.01e-04 +2023-08-08 13:35:34 transreid.train INFO: Epoch[15] Iter[140/241] Loss: 4.454, Acc: 0.378, Base Lr: 3.01e-04 +2023-08-08 13:35:37 transreid.train INFO: Epoch[15] Iter[160/241] Loss: 4.403, Acc: 0.395, Base Lr: 3.01e-04 +2023-08-08 13:35:40 transreid.train INFO: Epoch[15] Iter[180/241] Loss: 4.347, Acc: 0.414, Base Lr: 3.01e-04 +2023-08-08 13:35:43 transreid.train INFO: Epoch[15] Iter[200/241] Loss: 4.266, Acc: 0.438, Base Lr: 3.01e-04 +2023-08-08 13:35:47 transreid.train INFO: Epoch[15] Iter[220/241] Loss: 4.134, Acc: 0.470, Base Lr: 3.01e-04 +2023-08-08 13:35:48 transreid.train INFO: Epoch 15 done. Time per epoch: 37.183[s] Speed: 390.7[samples/s] +2023-08-08 13:35:52 transreid.train INFO: Epoch[16] Iter[20/241] Loss: 4.511, Acc: 0.322, Base Lr: 3.21e-04 +2023-08-08 13:35:55 transreid.train INFO: Epoch[16] Iter[40/241] Loss: 4.388, Acc: 0.348, Base Lr: 3.21e-04 +2023-08-08 13:35:58 transreid.train INFO: Epoch[16] Iter[60/241] Loss: 4.359, Acc: 0.355, Base Lr: 3.21e-04 +2023-08-08 13:36:01 transreid.train INFO: Epoch[16] Iter[80/241] Loss: 4.312, Acc: 0.369, Base Lr: 3.21e-04 +2023-08-08 13:36:04 transreid.train INFO: Epoch[16] Iter[100/241] Loss: 4.300, Acc: 0.374, Base Lr: 3.21e-04 +2023-08-08 13:36:08 transreid.train INFO: Epoch[16] Iter[120/241] Loss: 4.245, Acc: 0.395, Base Lr: 3.21e-04 +2023-08-08 13:36:11 transreid.train INFO: Epoch[16] Iter[140/241] Loss: 4.176, Acc: 0.421, Base Lr: 3.21e-04 +2023-08-08 13:36:14 transreid.train INFO: Epoch[16] Iter[160/241] Loss: 4.111, Acc: 0.441, Base Lr: 3.21e-04 +2023-08-08 13:36:17 transreid.train INFO: Epoch[16] Iter[180/241] Loss: 4.051, Acc: 0.462, Base Lr: 3.21e-04 +2023-08-08 13:36:20 transreid.train INFO: Epoch[16] Iter[200/241] Loss: 3.963, Acc: 0.486, Base Lr: 3.21e-04 +2023-08-08 13:36:24 transreid.train INFO: Epoch[16] Iter[220/241] Loss: 3.811, Acc: 0.519, Base Lr: 3.21e-04 +2023-08-08 13:36:25 transreid.train INFO: Epoch 16 done. Time per epoch: 36.991[s] Speed: 392.7[samples/s] +2023-08-08 13:36:29 transreid.train INFO: Epoch[17] Iter[20/241] Loss: 4.068, Acc: 0.420, Base Lr: 3.41e-04 +2023-08-08 13:36:32 transreid.train INFO: Epoch[17] Iter[40/241] Loss: 3.987, Acc: 0.428, Base Lr: 3.41e-04 +2023-08-08 13:36:35 transreid.train INFO: Epoch[17] Iter[60/241] Loss: 4.002, Acc: 0.419, Base Lr: 3.41e-04 +2023-08-08 13:36:38 transreid.train INFO: Epoch[17] Iter[80/241] Loss: 3.962, Acc: 0.426, Base Lr: 3.41e-04 +2023-08-08 13:36:42 transreid.train INFO: Epoch[17] Iter[100/241] Loss: 3.919, Acc: 0.436, Base Lr: 3.41e-04 +2023-08-08 13:36:45 transreid.train INFO: Epoch[17] Iter[120/241] Loss: 3.899, Acc: 0.448, Base Lr: 3.41e-04 +2023-08-08 13:36:48 transreid.train INFO: Epoch[17] Iter[140/241] Loss: 3.853, Acc: 0.466, Base Lr: 3.41e-04 +2023-08-08 13:36:51 transreid.train INFO: Epoch[17] Iter[160/241] Loss: 3.769, Acc: 0.490, Base Lr: 3.41e-04 +2023-08-08 13:36:54 transreid.train INFO: Epoch[17] Iter[180/241] Loss: 3.700, Acc: 0.513, Base Lr: 3.41e-04 +2023-08-08 13:36:58 transreid.train INFO: Epoch[17] Iter[200/241] Loss: 3.600, Acc: 0.540, Base Lr: 3.41e-04 +2023-08-08 13:37:01 transreid.train INFO: Epoch[17] Iter[220/241] Loss: 3.474, Acc: 0.568, Base Lr: 3.41e-04 +2023-08-08 13:37:02 transreid.train INFO: Epoch 17 done. Time per epoch: 37.104[s] Speed: 389.8[samples/s] +2023-08-08 13:37:06 transreid.train INFO: Epoch[18] Iter[20/241] Loss: 3.690, Acc: 0.484, Base Lr: 3.60e-04 +2023-08-08 13:37:09 transreid.train INFO: Epoch[18] Iter[40/241] Loss: 3.695, Acc: 0.484, Base Lr: 3.60e-04 +2023-08-08 13:37:12 transreid.train INFO: Epoch[18] Iter[60/241] Loss: 3.719, Acc: 0.474, Base Lr: 3.60e-04 +2023-08-08 13:37:16 transreid.train INFO: Epoch[18] Iter[80/241] Loss: 3.725, Acc: 0.483, Base Lr: 3.60e-04 +2023-08-08 13:37:19 transreid.train INFO: Epoch[18] Iter[100/241] Loss: 3.646, Acc: 0.503, Base Lr: 3.60e-04 +2023-08-08 13:37:22 transreid.train INFO: Epoch[18] Iter[120/241] Loss: 3.595, Acc: 0.519, Base Lr: 3.60e-04 +2023-08-08 13:37:25 transreid.train INFO: Epoch[18] Iter[140/241] Loss: 3.541, Acc: 0.533, Base Lr: 3.60e-04 +2023-08-08 13:37:28 transreid.train INFO: Epoch[18] Iter[160/241] Loss: 3.475, Acc: 0.551, Base Lr: 3.60e-04 +2023-08-08 13:37:31 transreid.train INFO: Epoch[18] Iter[180/241] Loss: 3.409, Acc: 0.569, Base Lr: 3.60e-04 +2023-08-08 13:37:35 transreid.train INFO: Epoch[18] Iter[200/241] Loss: 3.315, Acc: 0.593, Base Lr: 3.60e-04 +2023-08-08 13:37:38 transreid.train INFO: Epoch[18] Iter[220/241] Loss: 3.197, Acc: 0.618, Base Lr: 3.60e-04 +2023-08-08 13:37:39 transreid.train INFO: Epoch 18 done. Time per epoch: 37.152[s] Speed: 389.3[samples/s] +2023-08-08 13:37:43 transreid.train INFO: Epoch[19] Iter[20/241] Loss: 3.448, Acc: 0.518, Base Lr: 3.80e-04 +2023-08-08 13:37:46 transreid.train INFO: Epoch[19] Iter[40/241] Loss: 3.481, Acc: 0.493, Base Lr: 3.80e-04 +2023-08-08 13:37:49 transreid.train INFO: Epoch[19] Iter[60/241] Loss: 3.465, Acc: 0.514, Base Lr: 3.80e-04 +2023-08-08 13:37:53 transreid.train INFO: Epoch[19] Iter[80/241] Loss: 3.407, Acc: 0.529, Base Lr: 3.80e-04 +2023-08-08 13:37:56 transreid.train INFO: Epoch[19] Iter[100/241] Loss: 3.354, Acc: 0.540, Base Lr: 3.80e-04 +2023-08-08 13:37:59 transreid.train INFO: Epoch[19] Iter[120/241] Loss: 3.297, Acc: 0.561, Base Lr: 3.80e-04 +2023-08-08 13:38:02 transreid.train INFO: Epoch[19] Iter[140/241] Loss: 3.255, Acc: 0.579, Base Lr: 3.80e-04 +2023-08-08 13:38:05 transreid.train INFO: Epoch[19] Iter[160/241] Loss: 3.185, Acc: 0.599, Base Lr: 3.80e-04 +2023-08-08 13:38:09 transreid.train INFO: Epoch[19] Iter[180/241] Loss: 3.106, Acc: 0.618, Base Lr: 3.80e-04 +2023-08-08 13:38:12 transreid.train INFO: Epoch[19] Iter[200/241] Loss: 3.019, Acc: 0.639, Base Lr: 3.80e-04 +2023-08-08 13:38:15 transreid.train INFO: Epoch[19] Iter[220/241] Loss: 2.903, Acc: 0.662, Base Lr: 3.80e-04 +2023-08-08 13:38:16 transreid.train INFO: Epoch 19 done. Time per epoch: 37.109[s] Speed: 389.8[samples/s] +2023-08-08 13:38:20 transreid.train INFO: Epoch[20] Iter[20/241] Loss: 3.229, Acc: 0.546, Base Lr: 3.73e-04 +2023-08-08 13:38:23 transreid.train INFO: Epoch[20] Iter[40/241] Loss: 3.143, Acc: 0.568, Base Lr: 3.73e-04 +2023-08-08 13:38:27 transreid.train INFO: Epoch[20] Iter[60/241] Loss: 3.169, Acc: 0.571, Base Lr: 3.73e-04 +2023-08-08 13:38:30 transreid.train INFO: Epoch[20] Iter[80/241] Loss: 3.149, Acc: 0.579, Base Lr: 3.73e-04 +2023-08-08 13:38:33 transreid.train INFO: Epoch[20] Iter[100/241] Loss: 3.116, Acc: 0.595, Base Lr: 3.73e-04 +2023-08-08 13:38:36 transreid.train INFO: Epoch[20] Iter[120/241] Loss: 3.035, Acc: 0.610, Base Lr: 3.73e-04 +2023-08-08 13:38:39 transreid.train INFO: Epoch[20] Iter[140/241] Loss: 2.977, Acc: 0.624, Base Lr: 3.73e-04 +2023-08-08 13:38:42 transreid.train INFO: Epoch[20] Iter[160/241] Loss: 2.914, Acc: 0.641, Base Lr: 3.73e-04 +2023-08-08 13:38:46 transreid.train INFO: Epoch[20] Iter[180/241] Loss: 2.837, Acc: 0.662, Base Lr: 3.73e-04 +2023-08-08 13:38:49 transreid.train INFO: Epoch[20] Iter[200/241] Loss: 2.735, Acc: 0.684, Base Lr: 3.73e-04 +2023-08-08 13:38:52 transreid.train INFO: Epoch[20] Iter[220/241] Loss: 2.629, Acc: 0.705, Base Lr: 3.73e-04 +2023-08-08 13:38:53 transreid.train INFO: Epoch 20 done. Time per epoch: 36.748[s] Speed: 390.1[samples/s] +2023-08-08 13:38:57 transreid.train INFO: Epoch[21] Iter[20/241] Loss: 2.864, Acc: 0.634, Base Lr: 3.71e-04 +2023-08-08 13:39:00 transreid.train INFO: Epoch[21] Iter[40/241] Loss: 2.844, Acc: 0.639, Base Lr: 3.71e-04 +2023-08-08 13:39:03 transreid.train INFO: Epoch[21] Iter[60/241] Loss: 2.768, Acc: 0.659, Base Lr: 3.71e-04 +2023-08-08 13:39:06 transreid.train INFO: Epoch[21] Iter[80/241] Loss: 2.794, Acc: 0.654, Base Lr: 3.71e-04 +2023-08-08 13:39:10 transreid.train INFO: Epoch[21] Iter[100/241] Loss: 2.772, Acc: 0.661, Base Lr: 3.71e-04 +2023-08-08 13:39:13 transreid.train INFO: Epoch[21] Iter[120/241] Loss: 2.735, Acc: 0.670, Base Lr: 3.71e-04 +2023-08-08 13:39:16 transreid.train INFO: Epoch[21] Iter[140/241] Loss: 2.678, Acc: 0.682, Base Lr: 3.71e-04 +2023-08-08 13:39:19 transreid.train INFO: Epoch[21] Iter[160/241] Loss: 2.639, Acc: 0.696, Base Lr: 3.71e-04 +2023-08-08 13:39:22 transreid.train INFO: Epoch[21] Iter[180/241] Loss: 2.588, Acc: 0.713, Base Lr: 3.71e-04 +2023-08-08 13:39:26 transreid.train INFO: Epoch[21] Iter[200/241] Loss: 2.510, Acc: 0.727, Base Lr: 3.71e-04 +2023-08-08 13:39:29 transreid.train INFO: Epoch[21] Iter[220/241] Loss: 2.403, Acc: 0.746, Base Lr: 3.71e-04 +2023-08-08 13:39:30 transreid.train INFO: Epoch 21 done. Time per epoch: 36.914[s] Speed: 390.1[samples/s] +2023-08-08 13:39:34 transreid.train INFO: Epoch[22] Iter[20/241] Loss: 2.802, Acc: 0.641, Base Lr: 3.68e-04 +2023-08-08 13:39:37 transreid.train INFO: Epoch[22] Iter[40/241] Loss: 2.728, Acc: 0.659, Base Lr: 3.68e-04 +2023-08-08 13:39:40 transreid.train INFO: Epoch[22] Iter[60/241] Loss: 2.699, Acc: 0.665, Base Lr: 3.68e-04 +2023-08-08 13:39:43 transreid.train INFO: Epoch[22] Iter[80/241] Loss: 2.616, Acc: 0.682, Base Lr: 3.68e-04 +2023-08-08 13:39:47 transreid.train INFO: Epoch[22] Iter[100/241] Loss: 2.562, Acc: 0.696, Base Lr: 3.68e-04 +2023-08-08 13:39:50 transreid.train INFO: Epoch[22] Iter[120/241] Loss: 2.499, Acc: 0.711, Base Lr: 3.68e-04 +2023-08-08 13:39:53 transreid.train INFO: Epoch[22] Iter[140/241] Loss: 2.450, Acc: 0.720, Base Lr: 3.68e-04 +2023-08-08 13:39:56 transreid.train INFO: Epoch[22] Iter[160/241] Loss: 2.396, Acc: 0.735, Base Lr: 3.68e-04 +2023-08-08 13:39:59 transreid.train INFO: Epoch[22] Iter[180/241] Loss: 2.318, Acc: 0.750, Base Lr: 3.68e-04 +2023-08-08 13:40:03 transreid.train INFO: Epoch[22] Iter[200/241] Loss: 2.246, Acc: 0.765, Base Lr: 3.68e-04 +2023-08-08 13:40:06 transreid.train INFO: Epoch[22] Iter[220/241] Loss: 2.144, Acc: 0.781, Base Lr: 3.68e-04 +2023-08-08 13:40:07 transreid.train INFO: Epoch 22 done. Time per epoch: 37.073[s] Speed: 390.2[samples/s] +2023-08-08 13:40:11 transreid.train INFO: Epoch[23] Iter[20/241] Loss: 2.476, Acc: 0.704, Base Lr: 3.65e-04 +2023-08-08 13:40:14 transreid.train INFO: Epoch[23] Iter[40/241] Loss: 2.398, Acc: 0.713, Base Lr: 3.65e-04 +2023-08-08 13:40:17 transreid.train INFO: Epoch[23] Iter[60/241] Loss: 2.366, Acc: 0.717, Base Lr: 3.65e-04 +2023-08-08 13:40:20 transreid.train INFO: Epoch[23] Iter[80/241] Loss: 2.310, Acc: 0.734, Base Lr: 3.65e-04 +2023-08-08 13:40:24 transreid.train INFO: Epoch[23] Iter[100/241] Loss: 2.297, Acc: 0.741, Base Lr: 3.65e-04 +2023-08-08 13:40:27 transreid.train INFO: Epoch[23] Iter[120/241] Loss: 2.252, Acc: 0.752, Base Lr: 3.65e-04 +2023-08-08 13:40:30 transreid.train INFO: Epoch[23] Iter[140/241] Loss: 2.204, Acc: 0.766, Base Lr: 3.65e-04 +2023-08-08 13:40:33 transreid.train INFO: Epoch[23] Iter[160/241] Loss: 2.148, Acc: 0.780, Base Lr: 3.65e-04 +2023-08-08 13:40:36 transreid.train INFO: Epoch[23] Iter[180/241] Loss: 2.080, Acc: 0.791, Base Lr: 3.65e-04 +2023-08-08 13:40:40 transreid.train INFO: Epoch[23] Iter[200/241] Loss: 2.013, Acc: 0.805, Base Lr: 3.65e-04 +2023-08-08 13:40:43 transreid.train INFO: Epoch[23] Iter[220/241] Loss: 1.919, Acc: 0.818, Base Lr: 3.65e-04 +2023-08-08 13:40:44 transreid.train INFO: Epoch 23 done. Time per epoch: 36.849[s] Speed: 390.8[samples/s] +2023-08-08 13:40:48 transreid.train INFO: Epoch[24] Iter[20/241] Loss: 2.170, Acc: 0.765, Base Lr: 3.62e-04 +2023-08-08 13:40:51 transreid.train INFO: Epoch[24] Iter[40/241] Loss: 2.121, Acc: 0.766, Base Lr: 3.62e-04 +2023-08-08 13:40:54 transreid.train INFO: Epoch[24] Iter[60/241] Loss: 2.111, Acc: 0.773, Base Lr: 3.62e-04 +2023-08-08 13:40:57 transreid.train INFO: Epoch[24] Iter[80/241] Loss: 2.084, Acc: 0.777, Base Lr: 3.62e-04 +2023-08-08 13:41:00 transreid.train INFO: Epoch[24] Iter[100/241] Loss: 2.070, Acc: 0.784, Base Lr: 3.62e-04 +2023-08-08 13:41:04 transreid.train INFO: Epoch[24] Iter[120/241] Loss: 2.032, Acc: 0.791, Base Lr: 3.62e-04 +2023-08-08 13:41:07 transreid.train INFO: Epoch[24] Iter[140/241] Loss: 1.998, Acc: 0.801, Base Lr: 3.62e-04 +2023-08-08 13:41:10 transreid.train INFO: Epoch[24] Iter[160/241] Loss: 1.945, Acc: 0.812, Base Lr: 3.62e-04 +2023-08-08 13:41:13 transreid.train INFO: Epoch[24] Iter[180/241] Loss: 1.899, Acc: 0.822, Base Lr: 3.62e-04 +2023-08-08 13:41:16 transreid.train INFO: Epoch[24] Iter[200/241] Loss: 1.840, Acc: 0.833, Base Lr: 3.62e-04 +2023-08-08 13:41:20 transreid.train INFO: Epoch[24] Iter[220/241] Loss: 1.758, Acc: 0.845, Base Lr: 3.62e-04 +2023-08-08 13:41:21 transreid.train INFO: Epoch 24 done. Time per epoch: 37.224[s] Speed: 390.3[samples/s] +2023-08-08 13:41:25 transreid.train INFO: Epoch[25] Iter[20/241] Loss: 2.110, Acc: 0.746, Base Lr: 3.59e-04 +2023-08-08 13:41:28 transreid.train INFO: Epoch[25] Iter[40/241] Loss: 2.028, Acc: 0.765, Base Lr: 3.59e-04 +2023-08-08 13:41:31 transreid.train INFO: Epoch[25] Iter[60/241] Loss: 2.007, Acc: 0.773, Base Lr: 3.59e-04 +2023-08-08 13:41:34 transreid.train INFO: Epoch[25] Iter[80/241] Loss: 1.939, Acc: 0.786, Base Lr: 3.59e-04 +2023-08-08 13:41:38 transreid.train INFO: Epoch[25] Iter[100/241] Loss: 1.890, Acc: 0.800, Base Lr: 3.59e-04 +2023-08-08 13:41:41 transreid.train INFO: Epoch[25] Iter[120/241] Loss: 1.870, Acc: 0.810, Base Lr: 3.59e-04 +2023-08-08 13:41:44 transreid.train INFO: Epoch[25] Iter[140/241] Loss: 1.809, Acc: 0.823, Base Lr: 3.59e-04 +2023-08-08 13:41:47 transreid.train INFO: Epoch[25] Iter[160/241] Loss: 1.768, Acc: 0.834, Base Lr: 3.59e-04 +2023-08-08 13:41:50 transreid.train INFO: Epoch[25] Iter[180/241] Loss: 1.711, Acc: 0.844, Base Lr: 3.59e-04 +2023-08-08 13:41:54 transreid.train INFO: Epoch[25] Iter[200/241] Loss: 1.641, Acc: 0.855, Base Lr: 3.59e-04 +2023-08-08 13:41:57 transreid.train INFO: Epoch[25] Iter[220/241] Loss: 1.568, Acc: 0.865, Base Lr: 3.59e-04 +2023-08-08 13:41:58 transreid.train INFO: Epoch 25 done. Time per epoch: 36.760[s] Speed: 391.7[samples/s] +2023-08-08 13:42:02 transreid.train INFO: Epoch[26] Iter[20/241] Loss: 1.834, Acc: 0.817, Base Lr: 3.56e-04 +2023-08-08 13:42:05 transreid.train INFO: Epoch[26] Iter[40/241] Loss: 1.791, Acc: 0.825, Base Lr: 3.56e-04 +2023-08-08 13:42:08 transreid.train INFO: Epoch[26] Iter[60/241] Loss: 1.801, Acc: 0.821, Base Lr: 3.56e-04 +2023-08-08 13:42:11 transreid.train INFO: Epoch[26] Iter[80/241] Loss: 1.788, Acc: 0.824, Base Lr: 3.56e-04 +2023-08-08 13:42:14 transreid.train INFO: Epoch[26] Iter[100/241] Loss: 1.770, Acc: 0.830, Base Lr: 3.56e-04 +2023-08-08 13:42:18 transreid.train INFO: Epoch[26] Iter[120/241] Loss: 1.713, Acc: 0.840, Base Lr: 3.56e-04 +2023-08-08 13:42:21 transreid.train INFO: Epoch[26] Iter[140/241] Loss: 1.644, Acc: 0.854, Base Lr: 3.56e-04 +2023-08-08 13:42:24 transreid.train INFO: Epoch[26] Iter[160/241] Loss: 1.606, Acc: 0.861, Base Lr: 3.56e-04 +2023-08-08 13:42:27 transreid.train INFO: Epoch[26] Iter[180/241] Loss: 1.557, Acc: 0.869, Base Lr: 3.56e-04 +2023-08-08 13:42:30 transreid.train INFO: Epoch[26] Iter[200/241] Loss: 1.499, Acc: 0.877, Base Lr: 3.56e-04 +2023-08-08 13:42:33 transreid.train INFO: Epoch[26] Iter[220/241] Loss: 1.433, Acc: 0.886, Base Lr: 3.56e-04 +2023-08-08 13:42:35 transreid.train INFO: Epoch 26 done. Time per epoch: 37.044[s] Speed: 392.2[samples/s] +2023-08-08 13:42:39 transreid.train INFO: Epoch[27] Iter[20/241] Loss: 1.584, Acc: 0.848, Base Lr: 3.52e-04 +2023-08-08 13:42:42 transreid.train INFO: Epoch[27] Iter[40/241] Loss: 1.605, Acc: 0.839, Base Lr: 3.52e-04 +2023-08-08 13:42:45 transreid.train INFO: Epoch[27] Iter[60/241] Loss: 1.615, Acc: 0.843, Base Lr: 3.52e-04 +2023-08-08 13:42:48 transreid.train INFO: Epoch[27] Iter[80/241] Loss: 1.595, Acc: 0.852, Base Lr: 3.52e-04 +2023-08-08 13:42:52 transreid.train INFO: Epoch[27] Iter[100/241] Loss: 1.572, Acc: 0.859, Base Lr: 3.52e-04 +2023-08-08 13:42:55 transreid.train INFO: Epoch[27] Iter[120/241] Loss: 1.534, Acc: 0.865, Base Lr: 3.52e-04 +2023-08-08 13:42:58 transreid.train INFO: Epoch[27] Iter[140/241] Loss: 1.491, Acc: 0.873, Base Lr: 3.52e-04 +2023-08-08 13:43:01 transreid.train INFO: Epoch[27] Iter[160/241] Loss: 1.470, Acc: 0.879, Base Lr: 3.52e-04 +2023-08-08 13:43:04 transreid.train INFO: Epoch[27] Iter[180/241] Loss: 1.424, Acc: 0.886, Base Lr: 3.52e-04 +2023-08-08 13:43:08 transreid.train INFO: Epoch[27] Iter[200/241] Loss: 1.377, Acc: 0.892, Base Lr: 3.52e-04 +2023-08-08 13:43:11 transreid.train INFO: Epoch[27] Iter[220/241] Loss: 1.316, Acc: 0.900, Base Lr: 3.52e-04 +2023-08-08 13:43:12 transreid.train INFO: Epoch 27 done. Time per epoch: 37.224[s] Speed: 390.3[samples/s] +2023-08-08 13:43:16 transreid.train INFO: Epoch[28] Iter[20/241] Loss: 1.619, Acc: 0.841, Base Lr: 3.49e-04 +2023-08-08 13:43:19 transreid.train INFO: Epoch[28] Iter[40/241] Loss: 1.619, Acc: 0.843, Base Lr: 3.49e-04 +2023-08-08 13:43:22 transreid.train INFO: Epoch[28] Iter[60/241] Loss: 1.536, Acc: 0.859, Base Lr: 3.49e-04 +2023-08-08 13:43:26 transreid.train INFO: Epoch[28] Iter[80/241] Loss: 1.506, Acc: 0.866, Base Lr: 3.49e-04 +2023-08-08 13:43:29 transreid.train INFO: Epoch[28] Iter[100/241] Loss: 1.460, Acc: 0.875, Base Lr: 3.49e-04 +2023-08-08 13:43:32 transreid.train INFO: Epoch[28] Iter[120/241] Loss: 1.426, Acc: 0.879, Base Lr: 3.49e-04 +2023-08-08 13:43:35 transreid.train INFO: Epoch[28] Iter[140/241] Loss: 1.381, Acc: 0.887, Base Lr: 3.49e-04 +2023-08-08 13:43:38 transreid.train INFO: Epoch[28] Iter[160/241] Loss: 1.344, Acc: 0.895, Base Lr: 3.49e-04 +2023-08-08 13:43:42 transreid.train INFO: Epoch[28] Iter[180/241] Loss: 1.294, Acc: 0.901, Base Lr: 3.49e-04 +2023-08-08 13:43:45 transreid.train INFO: Epoch[28] Iter[200/241] Loss: 1.243, Acc: 0.909, Base Lr: 3.49e-04 +2023-08-08 13:43:48 transreid.train INFO: Epoch[28] Iter[220/241] Loss: 1.182, Acc: 0.916, Base Lr: 3.49e-04 +2023-08-08 13:43:49 transreid.train INFO: Epoch 28 done. Time per epoch: 36.839[s] Speed: 390.9[samples/s] +2023-08-08 13:43:53 transreid.train INFO: Epoch[29] Iter[20/241] Loss: 1.497, Acc: 0.866, Base Lr: 3.45e-04 +2023-08-08 13:43:56 transreid.train INFO: Epoch[29] Iter[40/241] Loss: 1.474, Acc: 0.874, Base Lr: 3.45e-04 +2023-08-08 13:43:59 transreid.train INFO: Epoch[29] Iter[60/241] Loss: 1.441, Acc: 0.879, Base Lr: 3.45e-04 +2023-08-08 13:44:02 transreid.train INFO: Epoch[29] Iter[80/241] Loss: 1.394, Acc: 0.883, Base Lr: 3.45e-04 +2023-08-08 13:44:06 transreid.train INFO: Epoch[29] Iter[100/241] Loss: 1.371, Acc: 0.888, Base Lr: 3.45e-04 +2023-08-08 13:44:09 transreid.train INFO: Epoch[29] Iter[120/241] Loss: 1.332, Acc: 0.895, Base Lr: 3.45e-04 +2023-08-08 13:44:12 transreid.train INFO: Epoch[29] Iter[140/241] Loss: 1.300, Acc: 0.900, Base Lr: 3.45e-04 +2023-08-08 13:44:15 transreid.train INFO: Epoch[29] Iter[160/241] Loss: 1.256, Acc: 0.907, Base Lr: 3.45e-04 +2023-08-08 13:44:19 transreid.train INFO: Epoch[29] Iter[180/241] Loss: 1.217, Acc: 0.912, Base Lr: 3.45e-04 +2023-08-08 13:44:22 transreid.train INFO: Epoch[29] Iter[200/241] Loss: 1.182, Acc: 0.916, Base Lr: 3.45e-04 +2023-08-08 13:44:25 transreid.train INFO: Epoch[29] Iter[220/241] Loss: 1.122, Acc: 0.923, Base Lr: 3.45e-04 +2023-08-08 13:44:26 transreid.train INFO: Epoch 29 done. Time per epoch: 37.322[s] Speed: 389.3[samples/s] +2023-08-08 13:44:30 transreid.train INFO: Epoch[30] Iter[20/241] Loss: 1.353, Acc: 0.877, Base Lr: 3.42e-04 +2023-08-08 13:44:33 transreid.train INFO: Epoch[30] Iter[40/241] Loss: 1.291, Acc: 0.893, Base Lr: 3.42e-04 +2023-08-08 13:44:37 transreid.train INFO: Epoch[30] Iter[60/241] Loss: 1.275, Acc: 0.897, Base Lr: 3.42e-04 +2023-08-08 13:44:40 transreid.train INFO: Epoch[30] Iter[80/241] Loss: 1.244, Acc: 0.898, Base Lr: 3.42e-04 +2023-08-08 13:44:43 transreid.train INFO: Epoch[30] Iter[100/241] Loss: 1.217, Acc: 0.908, Base Lr: 3.42e-04 +2023-08-08 13:44:46 transreid.train INFO: Epoch[30] Iter[120/241] Loss: 1.186, Acc: 0.912, Base Lr: 3.42e-04 +2023-08-08 13:44:49 transreid.train INFO: Epoch[30] Iter[140/241] Loss: 1.143, Acc: 0.917, Base Lr: 3.42e-04 +2023-08-08 13:44:52 transreid.train INFO: Epoch[30] Iter[160/241] Loss: 1.116, Acc: 0.921, Base Lr: 3.42e-04 +2023-08-08 13:44:56 transreid.train INFO: Epoch[30] Iter[180/241] Loss: 1.097, Acc: 0.924, Base Lr: 3.42e-04 +2023-08-08 13:44:59 transreid.train INFO: Epoch[30] Iter[200/241] Loss: 1.060, Acc: 0.929, Base Lr: 3.42e-04 +2023-08-08 13:45:02 transreid.train INFO: Epoch[30] Iter[220/241] Loss: 1.016, Acc: 0.933, Base Lr: 3.42e-04 +2023-08-08 13:45:03 transreid.train INFO: Epoch 30 done. Time per epoch: 36.794[s] Speed: 391.4[samples/s] +2023-08-08 13:45:07 transreid.train INFO: Epoch[31] Iter[20/241] Loss: 1.216, Acc: 0.905, Base Lr: 3.38e-04 +2023-08-08 13:45:10 transreid.train INFO: Epoch[31] Iter[40/241] Loss: 1.180, Acc: 0.914, Base Lr: 3.38e-04 +2023-08-08 13:45:13 transreid.train INFO: Epoch[31] Iter[60/241] Loss: 1.143, Acc: 0.920, Base Lr: 3.38e-04 +2023-08-08 13:45:17 transreid.train INFO: Epoch[31] Iter[80/241] Loss: 1.110, Acc: 0.925, Base Lr: 3.38e-04 +2023-08-08 13:45:20 transreid.train INFO: Epoch[31] Iter[100/241] Loss: 1.085, Acc: 0.928, Base Lr: 3.38e-04 +2023-08-08 13:45:23 transreid.train INFO: Epoch[31] Iter[120/241] Loss: 1.083, Acc: 0.928, Base Lr: 3.38e-04 +2023-08-08 13:45:26 transreid.train INFO: Epoch[31] Iter[140/241] Loss: 1.064, Acc: 0.930, Base Lr: 3.38e-04 +2023-08-08 13:45:29 transreid.train INFO: Epoch[31] Iter[160/241] Loss: 1.045, Acc: 0.933, Base Lr: 3.38e-04 +2023-08-08 13:45:33 transreid.train INFO: Epoch[31] Iter[180/241] Loss: 1.010, Acc: 0.938, Base Lr: 3.38e-04 +2023-08-08 13:45:36 transreid.train INFO: Epoch[31] Iter[200/241] Loss: 0.979, Acc: 0.941, Base Lr: 3.38e-04 +2023-08-08 13:45:39 transreid.train INFO: Epoch[31] Iter[220/241] Loss: 0.931, Acc: 0.945, Base Lr: 3.38e-04 +2023-08-08 13:45:40 transreid.train INFO: Epoch 31 done. Time per epoch: 37.313[s] Speed: 389.4[samples/s] +2023-08-08 13:45:44 transreid.train INFO: Epoch[32] Iter[20/241] Loss: 1.065, Acc: 0.916, Base Lr: 3.34e-04 +2023-08-08 13:45:48 transreid.train INFO: Epoch[32] Iter[40/241] Loss: 1.020, Acc: 0.930, Base Lr: 3.34e-04 +2023-08-08 13:45:51 transreid.train INFO: Epoch[32] Iter[60/241] Loss: 1.023, Acc: 0.926, Base Lr: 3.34e-04 +2023-08-08 13:45:54 transreid.train INFO: Epoch[32] Iter[80/241] Loss: 1.021, Acc: 0.925, Base Lr: 3.34e-04 +2023-08-08 13:45:57 transreid.train INFO: Epoch[32] Iter[100/241] Loss: 1.003, Acc: 0.930, Base Lr: 3.34e-04 +2023-08-08 13:46:00 transreid.train INFO: Epoch[32] Iter[120/241] Loss: 0.991, Acc: 0.931, Base Lr: 3.34e-04 +2023-08-08 13:46:03 transreid.train INFO: Epoch[32] Iter[140/241] Loss: 0.976, Acc: 0.933, Base Lr: 3.34e-04 +2023-08-08 13:46:07 transreid.train INFO: Epoch[32] Iter[160/241] Loss: 0.957, Acc: 0.936, Base Lr: 3.34e-04 +2023-08-08 13:46:10 transreid.train INFO: Epoch[32] Iter[180/241] Loss: 0.935, Acc: 0.940, Base Lr: 3.34e-04 +2023-08-08 13:46:13 transreid.train INFO: Epoch[32] Iter[200/241] Loss: 0.913, Acc: 0.943, Base Lr: 3.34e-04 +2023-08-08 13:46:16 transreid.train INFO: Epoch[32] Iter[220/241] Loss: 0.869, Acc: 0.946, Base Lr: 3.34e-04 +2023-08-08 13:46:17 transreid.train INFO: Epoch 32 done. Time per epoch: 37.068[s] Speed: 390.2[samples/s] +2023-08-08 13:46:21 transreid.train INFO: Epoch[33] Iter[20/241] Loss: 0.948, Acc: 0.939, Base Lr: 3.30e-04 +2023-08-08 13:46:25 transreid.train INFO: Epoch[33] Iter[40/241] Loss: 0.969, Acc: 0.934, Base Lr: 3.30e-04 +2023-08-08 13:46:28 transreid.train INFO: Epoch[33] Iter[60/241] Loss: 0.971, Acc: 0.934, Base Lr: 3.30e-04 +2023-08-08 13:46:31 transreid.train INFO: Epoch[33] Iter[80/241] Loss: 0.954, Acc: 0.938, Base Lr: 3.30e-04 +2023-08-08 13:46:34 transreid.train INFO: Epoch[33] Iter[100/241] Loss: 0.940, Acc: 0.938, Base Lr: 3.30e-04 +2023-08-08 13:46:37 transreid.train INFO: Epoch[33] Iter[120/241] Loss: 0.931, Acc: 0.939, Base Lr: 3.30e-04 +2023-08-08 13:46:41 transreid.train INFO: Epoch[33] Iter[140/241] Loss: 0.907, Acc: 0.943, Base Lr: 3.30e-04 +2023-08-08 13:46:44 transreid.train INFO: Epoch[33] Iter[160/241] Loss: 0.880, Acc: 0.946, Base Lr: 3.30e-04 +2023-08-08 13:46:47 transreid.train INFO: Epoch[33] Iter[180/241] Loss: 0.849, Acc: 0.950, Base Lr: 3.30e-04 +2023-08-08 13:46:50 transreid.train INFO: Epoch[33] Iter[200/241] Loss: 0.818, Acc: 0.953, Base Lr: 3.30e-04 +2023-08-08 13:46:53 transreid.train INFO: Epoch[33] Iter[220/241] Loss: 0.783, Acc: 0.956, Base Lr: 3.30e-04 +2023-08-08 13:46:55 transreid.train INFO: Epoch 33 done. Time per epoch: 37.251[s] Speed: 388.3[samples/s] +2023-08-08 13:46:59 transreid.train INFO: Epoch[34] Iter[20/241] Loss: 0.996, Acc: 0.930, Base Lr: 3.26e-04 +2023-08-08 13:47:02 transreid.train INFO: Epoch[34] Iter[40/241] Loss: 0.983, Acc: 0.925, Base Lr: 3.26e-04 +2023-08-08 13:47:05 transreid.train INFO: Epoch[34] Iter[60/241] Loss: 0.973, Acc: 0.931, Base Lr: 3.26e-04 +2023-08-08 13:47:08 transreid.train INFO: Epoch[34] Iter[80/241] Loss: 0.933, Acc: 0.940, Base Lr: 3.26e-04 +2023-08-08 13:47:11 transreid.train INFO: Epoch[34] Iter[100/241] Loss: 0.909, Acc: 0.943, Base Lr: 3.26e-04 +2023-08-08 13:47:15 transreid.train INFO: Epoch[34] Iter[120/241] Loss: 0.870, Acc: 0.947, Base Lr: 3.26e-04 +2023-08-08 13:47:18 transreid.train INFO: Epoch[34] Iter[140/241] Loss: 0.856, Acc: 0.949, Base Lr: 3.26e-04 +2023-08-08 13:47:21 transreid.train INFO: Epoch[34] Iter[160/241] Loss: 0.829, Acc: 0.952, Base Lr: 3.26e-04 +2023-08-08 13:47:24 transreid.train INFO: Epoch[34] Iter[180/241] Loss: 0.801, Acc: 0.954, Base Lr: 3.26e-04 +2023-08-08 13:47:27 transreid.train INFO: Epoch[34] Iter[200/241] Loss: 0.772, Acc: 0.957, Base Lr: 3.26e-04 +2023-08-08 13:47:31 transreid.train INFO: Epoch[34] Iter[220/241] Loss: 0.736, Acc: 0.959, Base Lr: 3.26e-04 +2023-08-08 13:47:32 transreid.train INFO: Epoch 34 done. Time per epoch: 37.040[s] Speed: 390.5[samples/s] +2023-08-08 13:47:36 transreid.train INFO: Epoch[35] Iter[20/241] Loss: 0.947, Acc: 0.932, Base Lr: 3.22e-04 +2023-08-08 13:47:39 transreid.train INFO: Epoch[35] Iter[40/241] Loss: 0.902, Acc: 0.937, Base Lr: 3.22e-04 +2023-08-08 13:47:42 transreid.train INFO: Epoch[35] Iter[60/241] Loss: 0.863, Acc: 0.941, Base Lr: 3.22e-04 +2023-08-08 13:47:45 transreid.train INFO: Epoch[35] Iter[80/241] Loss: 0.860, Acc: 0.941, Base Lr: 3.22e-04 +2023-08-08 13:47:48 transreid.train INFO: Epoch[35] Iter[100/241] Loss: 0.837, Acc: 0.945, Base Lr: 3.22e-04 +2023-08-08 13:47:52 transreid.train INFO: Epoch[35] Iter[120/241] Loss: 0.813, Acc: 0.948, Base Lr: 3.22e-04 +2023-08-08 13:47:55 transreid.train INFO: Epoch[35] Iter[140/241] Loss: 0.792, Acc: 0.950, Base Lr: 3.22e-04 +2023-08-08 13:47:58 transreid.train INFO: Epoch[35] Iter[160/241] Loss: 0.769, Acc: 0.954, Base Lr: 3.22e-04 +2023-08-08 13:48:01 transreid.train INFO: Epoch[35] Iter[180/241] Loss: 0.747, Acc: 0.956, Base Lr: 3.22e-04 +2023-08-08 13:48:04 transreid.train INFO: Epoch[35] Iter[200/241] Loss: 0.719, Acc: 0.959, Base Lr: 3.22e-04 +2023-08-08 13:48:08 transreid.train INFO: Epoch[35] Iter[220/241] Loss: 0.692, Acc: 0.961, Base Lr: 3.22e-04 +2023-08-08 13:48:08 transreid.train INFO: Epoch 35 done. Time per epoch: 36.755[s] Speed: 390.0[samples/s] +2023-08-08 13:48:12 transreid.train INFO: Epoch[36] Iter[20/241] Loss: 0.939, Acc: 0.916, Base Lr: 3.18e-04 +2023-08-08 13:48:16 transreid.train INFO: Epoch[36] Iter[40/241] Loss: 0.830, Acc: 0.940, Base Lr: 3.18e-04 +2023-08-08 13:48:19 transreid.train INFO: Epoch[36] Iter[60/241] Loss: 0.784, Acc: 0.947, Base Lr: 3.18e-04 +2023-08-08 13:48:22 transreid.train INFO: Epoch[36] Iter[80/241] Loss: 0.770, Acc: 0.950, Base Lr: 3.18e-04 +2023-08-08 13:48:25 transreid.train INFO: Epoch[36] Iter[100/241] Loss: 0.774, Acc: 0.951, Base Lr: 3.18e-04 +2023-08-08 13:48:28 transreid.train INFO: Epoch[36] Iter[120/241] Loss: 0.756, Acc: 0.955, Base Lr: 3.18e-04 +2023-08-08 13:48:32 transreid.train INFO: Epoch[36] Iter[140/241] Loss: 0.729, Acc: 0.958, Base Lr: 3.18e-04 +2023-08-08 13:48:35 transreid.train INFO: Epoch[36] Iter[160/241] Loss: 0.712, Acc: 0.960, Base Lr: 3.18e-04 +2023-08-08 13:48:38 transreid.train INFO: Epoch[36] Iter[180/241] Loss: 0.686, Acc: 0.962, Base Lr: 3.18e-04 +2023-08-08 13:48:41 transreid.train INFO: Epoch[36] Iter[200/241] Loss: 0.663, Acc: 0.964, Base Lr: 3.18e-04 +2023-08-08 13:48:44 transreid.train INFO: Epoch[36] Iter[220/241] Loss: 0.634, Acc: 0.966, Base Lr: 3.18e-04 +2023-08-08 13:48:45 transreid.train INFO: Epoch 36 done. Time per epoch: 37.045[s] Speed: 390.4[samples/s] +2023-08-08 13:48:50 transreid.train INFO: Epoch[37] Iter[20/241] Loss: 0.771, Acc: 0.961, Base Lr: 3.13e-04 +2023-08-08 13:48:53 transreid.train INFO: Epoch[37] Iter[40/241] Loss: 0.753, Acc: 0.960, Base Lr: 3.13e-04 +2023-08-08 13:48:56 transreid.train INFO: Epoch[37] Iter[60/241] Loss: 0.751, Acc: 0.955, Base Lr: 3.13e-04 +2023-08-08 13:48:59 transreid.train INFO: Epoch[37] Iter[80/241] Loss: 0.729, Acc: 0.960, Base Lr: 3.13e-04 +2023-08-08 13:49:02 transreid.train INFO: Epoch[37] Iter[100/241] Loss: 0.715, Acc: 0.960, Base Lr: 3.13e-04 +2023-08-08 13:49:05 transreid.train INFO: Epoch[37] Iter[120/241] Loss: 0.700, Acc: 0.961, Base Lr: 3.13e-04 +2023-08-08 13:49:09 transreid.train INFO: Epoch[37] Iter[140/241] Loss: 0.685, Acc: 0.962, Base Lr: 3.13e-04 +2023-08-08 13:49:12 transreid.train INFO: Epoch[37] Iter[160/241] Loss: 0.665, Acc: 0.964, Base Lr: 3.13e-04 +2023-08-08 13:49:15 transreid.train INFO: Epoch[37] Iter[180/241] Loss: 0.649, Acc: 0.965, Base Lr: 3.13e-04 +2023-08-08 13:49:18 transreid.train INFO: Epoch[37] Iter[200/241] Loss: 0.626, Acc: 0.967, Base Lr: 3.13e-04 +2023-08-08 13:49:21 transreid.train INFO: Epoch[37] Iter[220/241] Loss: 0.601, Acc: 0.968, Base Lr: 3.13e-04 +2023-08-08 13:49:22 transreid.train INFO: Epoch 37 done. Time per epoch: 37.004[s] Speed: 389.1[samples/s] +2023-08-08 13:49:26 transreid.train INFO: Epoch[38] Iter[20/241] Loss: 0.683, Acc: 0.958, Base Lr: 3.09e-04 +2023-08-08 13:49:30 transreid.train INFO: Epoch[38] Iter[40/241] Loss: 0.682, Acc: 0.956, Base Lr: 3.09e-04 +2023-08-08 13:49:33 transreid.train INFO: Epoch[38] Iter[60/241] Loss: 0.699, Acc: 0.957, Base Lr: 3.09e-04 +2023-08-08 13:49:36 transreid.train INFO: Epoch[38] Iter[80/241] Loss: 0.697, Acc: 0.957, Base Lr: 3.09e-04 +2023-08-08 13:49:39 transreid.train INFO: Epoch[38] Iter[100/241] Loss: 0.677, Acc: 0.960, Base Lr: 3.09e-04 +2023-08-08 13:49:42 transreid.train INFO: Epoch[38] Iter[120/241] Loss: 0.659, Acc: 0.962, Base Lr: 3.09e-04 +2023-08-08 13:49:46 transreid.train INFO: Epoch[38] Iter[140/241] Loss: 0.646, Acc: 0.965, Base Lr: 3.09e-04 +2023-08-08 13:49:49 transreid.train INFO: Epoch[38] Iter[160/241] Loss: 0.629, Acc: 0.967, Base Lr: 3.09e-04 +2023-08-08 13:49:52 transreid.train INFO: Epoch[38] Iter[180/241] Loss: 0.615, Acc: 0.968, Base Lr: 3.09e-04 +2023-08-08 13:49:55 transreid.train INFO: Epoch[38] Iter[200/241] Loss: 0.594, Acc: 0.970, Base Lr: 3.09e-04 +2023-08-08 13:49:58 transreid.train INFO: Epoch[38] Iter[220/241] Loss: 0.579, Acc: 0.970, Base Lr: 3.09e-04 +2023-08-08 13:50:00 transreid.train INFO: Epoch 38 done. Time per epoch: 37.201[s] Speed: 390.5[samples/s] +2023-08-08 13:50:04 transreid.train INFO: Epoch[39] Iter[20/241] Loss: 0.757, Acc: 0.962, Base Lr: 3.05e-04 +2023-08-08 13:50:07 transreid.train INFO: Epoch[39] Iter[40/241] Loss: 0.731, Acc: 0.959, Base Lr: 3.05e-04 +2023-08-08 13:50:10 transreid.train INFO: Epoch[39] Iter[60/241] Loss: 0.705, Acc: 0.963, Base Lr: 3.05e-04 +2023-08-08 13:50:13 transreid.train INFO: Epoch[39] Iter[80/241] Loss: 0.681, Acc: 0.965, Base Lr: 3.05e-04 +2023-08-08 13:50:16 transreid.train INFO: Epoch[39] Iter[100/241] Loss: 0.659, Acc: 0.967, Base Lr: 3.05e-04 +2023-08-08 13:50:20 transreid.train INFO: Epoch[39] Iter[120/241] Loss: 0.636, Acc: 0.969, Base Lr: 3.05e-04 +2023-08-08 13:50:23 transreid.train INFO: Epoch[39] Iter[140/241] Loss: 0.622, Acc: 0.969, Base Lr: 3.05e-04 +2023-08-08 13:50:26 transreid.train INFO: Epoch[39] Iter[160/241] Loss: 0.606, Acc: 0.971, Base Lr: 3.05e-04 +2023-08-08 13:50:29 transreid.train INFO: Epoch[39] Iter[180/241] Loss: 0.584, Acc: 0.973, Base Lr: 3.05e-04 +2023-08-08 13:50:32 transreid.train INFO: Epoch[39] Iter[200/241] Loss: 0.569, Acc: 0.974, Base Lr: 3.05e-04 +2023-08-08 13:50:36 transreid.train INFO: Epoch[39] Iter[220/241] Loss: 0.547, Acc: 0.975, Base Lr: 3.05e-04 +2023-08-08 13:50:36 transreid.train INFO: Epoch 39 done. Time per epoch: 36.847[s] Speed: 390.8[samples/s] +2023-08-08 13:50:40 transreid.train INFO: Epoch[40] Iter[20/241] Loss: 0.582, Acc: 0.966, Base Lr: 3.00e-04 +2023-08-08 13:50:44 transreid.train INFO: Epoch[40] Iter[40/241] Loss: 0.610, Acc: 0.963, Base Lr: 3.00e-04 +2023-08-08 13:50:47 transreid.train INFO: Epoch[40] Iter[60/241] Loss: 0.634, Acc: 0.959, Base Lr: 3.00e-04 +2023-08-08 13:50:50 transreid.train INFO: Epoch[40] Iter[80/241] Loss: 0.618, Acc: 0.963, Base Lr: 3.00e-04 +2023-08-08 13:50:53 transreid.train INFO: Epoch[40] Iter[100/241] Loss: 0.625, Acc: 0.964, Base Lr: 3.00e-04 +2023-08-08 13:50:56 transreid.train INFO: Epoch[40] Iter[120/241] Loss: 0.607, Acc: 0.967, Base Lr: 3.00e-04 +2023-08-08 13:51:00 transreid.train INFO: Epoch[40] Iter[140/241] Loss: 0.594, Acc: 0.969, Base Lr: 3.00e-04 +2023-08-08 13:51:03 transreid.train INFO: Epoch[40] Iter[160/241] Loss: 0.575, Acc: 0.970, Base Lr: 3.00e-04 +2023-08-08 13:51:06 transreid.train INFO: Epoch[40] Iter[180/241] Loss: 0.558, Acc: 0.972, Base Lr: 3.00e-04 +2023-08-08 13:51:09 transreid.train INFO: Epoch[40] Iter[200/241] Loss: 0.537, Acc: 0.972, Base Lr: 3.00e-04 +2023-08-08 13:51:13 transreid.train INFO: Epoch[40] Iter[220/241] Loss: 0.521, Acc: 0.974, Base Lr: 3.00e-04 +2023-08-08 13:51:14 transreid.train INFO: Epoch 40 done. Time per epoch: 37.181[s] Speed: 389.0[samples/s] +2023-08-08 13:51:18 transreid.train INFO: Epoch[41] Iter[20/241] Loss: 0.562, Acc: 0.980, Base Lr: 2.96e-04 +2023-08-08 13:51:21 transreid.train INFO: Epoch[41] Iter[40/241] Loss: 0.577, Acc: 0.977, Base Lr: 2.96e-04 +2023-08-08 13:51:24 transreid.train INFO: Epoch[41] Iter[60/241] Loss: 0.591, Acc: 0.973, Base Lr: 2.96e-04 +2023-08-08 13:51:27 transreid.train INFO: Epoch[41] Iter[80/241] Loss: 0.586, Acc: 0.974, Base Lr: 2.96e-04 +2023-08-08 13:51:30 transreid.train INFO: Epoch[41] Iter[100/241] Loss: 0.578, Acc: 0.972, Base Lr: 2.96e-04 +2023-08-08 13:51:34 transreid.train INFO: Epoch[41] Iter[120/241] Loss: 0.557, Acc: 0.974, Base Lr: 2.96e-04 +2023-08-08 13:51:37 transreid.train INFO: Epoch[41] Iter[140/241] Loss: 0.545, Acc: 0.973, Base Lr: 2.96e-04 +2023-08-08 13:51:40 transreid.train INFO: Epoch[41] Iter[160/241] Loss: 0.527, Acc: 0.975, Base Lr: 2.96e-04 +2023-08-08 13:51:43 transreid.train INFO: Epoch[41] Iter[180/241] Loss: 0.517, Acc: 0.975, Base Lr: 2.96e-04 +2023-08-08 13:51:46 transreid.train INFO: Epoch[41] Iter[200/241] Loss: 0.498, Acc: 0.976, Base Lr: 2.96e-04 +2023-08-08 13:51:50 transreid.train INFO: Epoch[41] Iter[220/241] Loss: 0.481, Acc: 0.977, Base Lr: 2.96e-04 +2023-08-08 13:51:50 transreid.train INFO: Epoch 41 done. Time per epoch: 36.769[s] Speed: 391.6[samples/s] +2023-08-08 13:51:54 transreid.train INFO: Epoch[42] Iter[20/241] Loss: 0.568, Acc: 0.963, Base Lr: 2.91e-04 +2023-08-08 13:51:58 transreid.train INFO: Epoch[42] Iter[40/241] Loss: 0.556, Acc: 0.966, Base Lr: 2.91e-04 +2023-08-08 13:52:01 transreid.train INFO: Epoch[42] Iter[60/241] Loss: 0.546, Acc: 0.969, Base Lr: 2.91e-04 +2023-08-08 13:52:04 transreid.train INFO: Epoch[42] Iter[80/241] Loss: 0.542, Acc: 0.971, Base Lr: 2.91e-04 +2023-08-08 13:52:07 transreid.train INFO: Epoch[42] Iter[100/241] Loss: 0.537, Acc: 0.973, Base Lr: 2.91e-04 +2023-08-08 13:52:10 transreid.train INFO: Epoch[42] Iter[120/241] Loss: 0.528, Acc: 0.974, Base Lr: 2.91e-04 +2023-08-08 13:52:14 transreid.train INFO: Epoch[42] Iter[140/241] Loss: 0.526, Acc: 0.973, Base Lr: 2.91e-04 +2023-08-08 13:52:17 transreid.train INFO: Epoch[42] Iter[160/241] Loss: 0.509, Acc: 0.975, Base Lr: 2.91e-04 +2023-08-08 13:52:20 transreid.train INFO: Epoch[42] Iter[180/241] Loss: 0.491, Acc: 0.976, Base Lr: 2.91e-04 +2023-08-08 13:52:23 transreid.train INFO: Epoch[42] Iter[200/241] Loss: 0.482, Acc: 0.977, Base Lr: 2.91e-04 +2023-08-08 13:52:26 transreid.train INFO: Epoch[42] Iter[220/241] Loss: 0.465, Acc: 0.978, Base Lr: 2.91e-04 +2023-08-08 13:52:27 transreid.train INFO: Epoch 42 done. Time per epoch: 37.051[s] Speed: 390.4[samples/s] +2023-08-08 13:52:32 transreid.train INFO: Epoch[43] Iter[20/241] Loss: 0.541, Acc: 0.968, Base Lr: 2.86e-04 +2023-08-08 13:52:35 transreid.train INFO: Epoch[43] Iter[40/241] Loss: 0.559, Acc: 0.969, Base Lr: 2.86e-04 +2023-08-08 13:52:38 transreid.train INFO: Epoch[43] Iter[60/241] Loss: 0.549, Acc: 0.971, Base Lr: 2.86e-04 +2023-08-08 13:52:41 transreid.train INFO: Epoch[43] Iter[80/241] Loss: 0.538, Acc: 0.972, Base Lr: 2.86e-04 +2023-08-08 13:52:44 transreid.train INFO: Epoch[43] Iter[100/241] Loss: 0.529, Acc: 0.973, Base Lr: 2.86e-04 +2023-08-08 13:52:48 transreid.train INFO: Epoch[43] Iter[120/241] Loss: 0.523, Acc: 0.974, Base Lr: 2.86e-04 +2023-08-08 13:52:51 transreid.train INFO: Epoch[43] Iter[140/241] Loss: 0.511, Acc: 0.976, Base Lr: 2.86e-04 +2023-08-08 13:52:54 transreid.train INFO: Epoch[43] Iter[160/241] Loss: 0.492, Acc: 0.977, Base Lr: 2.86e-04 +2023-08-08 13:52:57 transreid.train INFO: Epoch[43] Iter[180/241] Loss: 0.485, Acc: 0.977, Base Lr: 2.86e-04 +2023-08-08 13:53:00 transreid.train INFO: Epoch[43] Iter[200/241] Loss: 0.469, Acc: 0.978, Base Lr: 2.86e-04 +2023-08-08 13:53:03 transreid.train INFO: Epoch[43] Iter[220/241] Loss: 0.451, Acc: 0.979, Base Lr: 2.86e-04 +2023-08-08 13:53:05 transreid.train INFO: Epoch 43 done. Time per epoch: 37.072[s] Speed: 390.2[samples/s] +2023-08-08 13:53:09 transreid.train INFO: Epoch[44] Iter[20/241] Loss: 0.505, Acc: 0.972, Base Lr: 2.82e-04 +2023-08-08 13:53:12 transreid.train INFO: Epoch[44] Iter[40/241] Loss: 0.496, Acc: 0.977, Base Lr: 2.82e-04 +2023-08-08 13:53:15 transreid.train INFO: Epoch[44] Iter[60/241] Loss: 0.494, Acc: 0.978, Base Lr: 2.82e-04 +2023-08-08 13:53:18 transreid.train INFO: Epoch[44] Iter[80/241] Loss: 0.492, Acc: 0.975, Base Lr: 2.82e-04 +2023-08-08 13:53:21 transreid.train INFO: Epoch[44] Iter[100/241] Loss: 0.488, Acc: 0.976, Base Lr: 2.82e-04 +2023-08-08 13:53:25 transreid.train INFO: Epoch[44] Iter[120/241] Loss: 0.483, Acc: 0.977, Base Lr: 2.82e-04 +2023-08-08 13:53:28 transreid.train INFO: Epoch[44] Iter[140/241] Loss: 0.476, Acc: 0.978, Base Lr: 2.82e-04 +2023-08-08 13:53:31 transreid.train INFO: Epoch[44] Iter[160/241] Loss: 0.466, Acc: 0.978, Base Lr: 2.82e-04 +2023-08-08 13:53:34 transreid.train INFO: Epoch[44] Iter[180/241] Loss: 0.453, Acc: 0.979, Base Lr: 2.82e-04 +2023-08-08 13:53:37 transreid.train INFO: Epoch[44] Iter[200/241] Loss: 0.444, Acc: 0.979, Base Lr: 2.82e-04 +2023-08-08 13:53:41 transreid.train INFO: Epoch[44] Iter[220/241] Loss: 0.427, Acc: 0.980, Base Lr: 2.82e-04 +2023-08-08 13:53:42 transreid.train INFO: Epoch 44 done. Time per epoch: 37.365[s] Speed: 388.8[samples/s] +2023-08-08 13:53:46 transreid.train INFO: Epoch[45] Iter[20/241] Loss: 0.517, Acc: 0.968, Base Lr: 2.77e-04 +2023-08-08 13:53:49 transreid.train INFO: Epoch[45] Iter[40/241] Loss: 0.526, Acc: 0.971, Base Lr: 2.77e-04 +2023-08-08 13:53:52 transreid.train INFO: Epoch[45] Iter[60/241] Loss: 0.512, Acc: 0.970, Base Lr: 2.77e-04 +2023-08-08 13:53:56 transreid.train INFO: Epoch[45] Iter[80/241] Loss: 0.506, Acc: 0.974, Base Lr: 2.77e-04 +2023-08-08 13:53:59 transreid.train INFO: Epoch[45] Iter[100/241] Loss: 0.486, Acc: 0.975, Base Lr: 2.77e-04 +2023-08-08 13:54:02 transreid.train INFO: Epoch[45] Iter[120/241] Loss: 0.468, Acc: 0.977, Base Lr: 2.77e-04 +2023-08-08 13:54:05 transreid.train INFO: Epoch[45] Iter[140/241] Loss: 0.456, Acc: 0.978, Base Lr: 2.77e-04 +2023-08-08 13:54:08 transreid.train INFO: Epoch[45] Iter[160/241] Loss: 0.448, Acc: 0.979, Base Lr: 2.77e-04 +2023-08-08 13:54:12 transreid.train INFO: Epoch[45] Iter[180/241] Loss: 0.440, Acc: 0.979, Base Lr: 2.77e-04 +2023-08-08 13:54:15 transreid.train INFO: Epoch[45] Iter[200/241] Loss: 0.427, Acc: 0.981, Base Lr: 2.77e-04 +2023-08-08 13:54:18 transreid.train INFO: Epoch[45] Iter[220/241] Loss: 0.409, Acc: 0.982, Base Lr: 2.77e-04 +2023-08-08 13:54:19 transreid.train INFO: Epoch 45 done. Time per epoch: 37.055[s] Speed: 390.3[samples/s] +2023-08-08 13:54:23 transreid.train INFO: Epoch[46] Iter[20/241] Loss: 0.474, Acc: 0.981, Base Lr: 2.72e-04 +2023-08-08 13:54:26 transreid.train INFO: Epoch[46] Iter[40/241] Loss: 0.464, Acc: 0.979, Base Lr: 2.72e-04 +2023-08-08 13:54:29 transreid.train INFO: Epoch[46] Iter[60/241] Loss: 0.460, Acc: 0.979, Base Lr: 2.72e-04 +2023-08-08 13:54:33 transreid.train INFO: Epoch[46] Iter[80/241] Loss: 0.456, Acc: 0.980, Base Lr: 2.72e-04 +2023-08-08 13:54:36 transreid.train INFO: Epoch[46] Iter[100/241] Loss: 0.446, Acc: 0.981, Base Lr: 2.72e-04 +2023-08-08 13:54:39 transreid.train INFO: Epoch[46] Iter[120/241] Loss: 0.442, Acc: 0.982, Base Lr: 2.72e-04 +2023-08-08 13:54:42 transreid.train INFO: Epoch[46] Iter[140/241] Loss: 0.442, Acc: 0.980, Base Lr: 2.72e-04 +2023-08-08 13:54:45 transreid.train INFO: Epoch[46] Iter[160/241] Loss: 0.434, Acc: 0.980, Base Lr: 2.72e-04 +2023-08-08 13:54:49 transreid.train INFO: Epoch[46] Iter[180/241] Loss: 0.422, Acc: 0.981, Base Lr: 2.72e-04 +2023-08-08 13:54:52 transreid.train INFO: Epoch[46] Iter[200/241] Loss: 0.410, Acc: 0.982, Base Lr: 2.72e-04 +2023-08-08 13:54:55 transreid.train INFO: Epoch[46] Iter[220/241] Loss: 0.395, Acc: 0.983, Base Lr: 2.72e-04 +2023-08-08 13:54:56 transreid.train INFO: Epoch 46 done. Time per epoch: 37.192[s] Speed: 390.6[samples/s] +2023-08-08 13:55:00 transreid.train INFO: Epoch[47] Iter[20/241] Loss: 0.496, Acc: 0.980, Base Lr: 2.67e-04 +2023-08-08 13:55:03 transreid.train INFO: Epoch[47] Iter[40/241] Loss: 0.477, Acc: 0.979, Base Lr: 2.67e-04 +2023-08-08 13:55:06 transreid.train INFO: Epoch[47] Iter[60/241] Loss: 0.461, Acc: 0.978, Base Lr: 2.67e-04 +2023-08-08 13:55:10 transreid.train INFO: Epoch[47] Iter[80/241] Loss: 0.453, Acc: 0.978, Base Lr: 2.67e-04 +2023-08-08 13:55:13 transreid.train INFO: Epoch[47] Iter[100/241] Loss: 0.455, Acc: 0.978, Base Lr: 2.67e-04 +2023-08-08 13:55:16 transreid.train INFO: Epoch[47] Iter[120/241] Loss: 0.436, Acc: 0.980, Base Lr: 2.67e-04 +2023-08-08 13:55:19 transreid.train INFO: Epoch[47] Iter[140/241] Loss: 0.427, Acc: 0.981, Base Lr: 2.67e-04 +2023-08-08 13:55:22 transreid.train INFO: Epoch[47] Iter[160/241] Loss: 0.415, Acc: 0.982, Base Lr: 2.67e-04 +2023-08-08 13:55:26 transreid.train INFO: Epoch[47] Iter[180/241] Loss: 0.401, Acc: 0.982, Base Lr: 2.67e-04 +2023-08-08 13:55:29 transreid.train INFO: Epoch[47] Iter[200/241] Loss: 0.398, Acc: 0.982, Base Lr: 2.67e-04 +2023-08-08 13:55:32 transreid.train INFO: Epoch[47] Iter[220/241] Loss: 0.381, Acc: 0.983, Base Lr: 2.67e-04 +2023-08-08 13:55:33 transreid.train INFO: Epoch 47 done. Time per epoch: 36.977[s] Speed: 391.2[samples/s] +2023-08-08 13:55:37 transreid.train INFO: Epoch[48] Iter[20/241] Loss: 0.408, Acc: 0.986, Base Lr: 2.62e-04 +2023-08-08 13:55:40 transreid.train INFO: Epoch[48] Iter[40/241] Loss: 0.409, Acc: 0.986, Base Lr: 2.62e-04 +2023-08-08 13:55:44 transreid.train INFO: Epoch[48] Iter[60/241] Loss: 0.406, Acc: 0.984, Base Lr: 2.62e-04 +2023-08-08 13:55:47 transreid.train INFO: Epoch[48] Iter[80/241] Loss: 0.401, Acc: 0.985, Base Lr: 2.62e-04 +2023-08-08 13:55:50 transreid.train INFO: Epoch[48] Iter[100/241] Loss: 0.393, Acc: 0.984, Base Lr: 2.62e-04 +2023-08-08 13:55:53 transreid.train INFO: Epoch[48] Iter[120/241] Loss: 0.388, Acc: 0.984, Base Lr: 2.62e-04 +2023-08-08 13:55:56 transreid.train INFO: Epoch[48] Iter[140/241] Loss: 0.380, Acc: 0.984, Base Lr: 2.62e-04 +2023-08-08 13:56:00 transreid.train INFO: Epoch[48] Iter[160/241] Loss: 0.374, Acc: 0.985, Base Lr: 2.62e-04 +2023-08-08 13:56:03 transreid.train INFO: Epoch[48] Iter[180/241] Loss: 0.364, Acc: 0.986, Base Lr: 2.62e-04 +2023-08-08 13:56:06 transreid.train INFO: Epoch[48] Iter[200/241] Loss: 0.351, Acc: 0.986, Base Lr: 2.62e-04 +2023-08-08 13:56:09 transreid.train INFO: Epoch[48] Iter[220/241] Loss: 0.336, Acc: 0.987, Base Lr: 2.62e-04 +2023-08-08 13:56:10 transreid.train INFO: Epoch 48 done. Time per epoch: 37.095[s] Speed: 389.9[samples/s] +2023-08-08 13:56:14 transreid.train INFO: Epoch[49] Iter[20/241] Loss: 0.413, Acc: 0.983, Base Lr: 2.57e-04 +2023-08-08 13:56:18 transreid.train INFO: Epoch[49] Iter[40/241] Loss: 0.394, Acc: 0.982, Base Lr: 2.57e-04 +2023-08-08 13:56:21 transreid.train INFO: Epoch[49] Iter[60/241] Loss: 0.402, Acc: 0.982, Base Lr: 2.57e-04 +2023-08-08 13:56:24 transreid.train INFO: Epoch[49] Iter[80/241] Loss: 0.392, Acc: 0.981, Base Lr: 2.57e-04 +2023-08-08 13:56:27 transreid.train INFO: Epoch[49] Iter[100/241] Loss: 0.393, Acc: 0.982, Base Lr: 2.57e-04 +2023-08-08 13:56:30 transreid.train INFO: Epoch[49] Iter[120/241] Loss: 0.396, Acc: 0.983, Base Lr: 2.57e-04 +2023-08-08 13:56:34 transreid.train INFO: Epoch[49] Iter[140/241] Loss: 0.383, Acc: 0.983, Base Lr: 2.57e-04 +2023-08-08 13:56:37 transreid.train INFO: Epoch[49] Iter[160/241] Loss: 0.376, Acc: 0.983, Base Lr: 2.57e-04 +2023-08-08 13:56:40 transreid.train INFO: Epoch[49] Iter[180/241] Loss: 0.370, Acc: 0.984, Base Lr: 2.57e-04 +2023-08-08 13:56:43 transreid.train INFO: Epoch[49] Iter[200/241] Loss: 0.358, Acc: 0.984, Base Lr: 2.57e-04 +2023-08-08 13:56:46 transreid.train INFO: Epoch[49] Iter[220/241] Loss: 0.346, Acc: 0.985, Base Lr: 2.57e-04 +2023-08-08 13:56:47 transreid.train INFO: Epoch 49 done. Time per epoch: 37.104[s] Speed: 389.8[samples/s] +2023-08-08 13:56:51 transreid.train INFO: Epoch[50] Iter[20/241] Loss: 0.397, Acc: 0.977, Base Lr: 2.52e-04 +2023-08-08 13:56:55 transreid.train INFO: Epoch[50] Iter[40/241] Loss: 0.380, Acc: 0.981, Base Lr: 2.52e-04 +2023-08-08 13:56:58 transreid.train INFO: Epoch[50] Iter[60/241] Loss: 0.373, Acc: 0.983, Base Lr: 2.52e-04 +2023-08-08 13:57:01 transreid.train INFO: Epoch[50] Iter[80/241] Loss: 0.369, Acc: 0.983, Base Lr: 2.52e-04 +2023-08-08 13:57:04 transreid.train INFO: Epoch[50] Iter[100/241] Loss: 0.370, Acc: 0.984, Base Lr: 2.52e-04 +2023-08-08 13:57:07 transreid.train INFO: Epoch[50] Iter[120/241] Loss: 0.366, Acc: 0.983, Base Lr: 2.52e-04 +2023-08-08 13:57:11 transreid.train INFO: Epoch[50] Iter[140/241] Loss: 0.356, Acc: 0.984, Base Lr: 2.52e-04 +2023-08-08 13:57:14 transreid.train INFO: Epoch[50] Iter[160/241] Loss: 0.355, Acc: 0.985, Base Lr: 2.52e-04 +2023-08-08 13:57:17 transreid.train INFO: Epoch[50] Iter[180/241] Loss: 0.347, Acc: 0.986, Base Lr: 2.52e-04 +2023-08-08 13:57:20 transreid.train INFO: Epoch[50] Iter[200/241] Loss: 0.338, Acc: 0.986, Base Lr: 2.52e-04 +2023-08-08 13:57:23 transreid.train INFO: Epoch[50] Iter[220/241] Loss: 0.327, Acc: 0.986, Base Lr: 2.52e-04 +2023-08-08 13:57:24 transreid.train INFO: Epoch 50 done. Time per epoch: 36.975[s] Speed: 391.2[samples/s] +2023-08-08 13:57:28 transreid.train INFO: Epoch[51] Iter[20/241] Loss: 0.395, Acc: 0.988, Base Lr: 2.47e-04 +2023-08-08 13:57:32 transreid.train INFO: Epoch[51] Iter[40/241] Loss: 0.398, Acc: 0.986, Base Lr: 2.47e-04 +2023-08-08 13:57:35 transreid.train INFO: Epoch[51] Iter[60/241] Loss: 0.390, Acc: 0.985, Base Lr: 2.47e-04 +2023-08-08 13:57:38 transreid.train INFO: Epoch[51] Iter[80/241] Loss: 0.385, Acc: 0.985, Base Lr: 2.47e-04 +2023-08-08 13:57:41 transreid.train INFO: Epoch[51] Iter[100/241] Loss: 0.381, Acc: 0.985, Base Lr: 2.47e-04 +2023-08-08 13:57:44 transreid.train INFO: Epoch[51] Iter[120/241] Loss: 0.371, Acc: 0.986, Base Lr: 2.47e-04 +2023-08-08 13:57:48 transreid.train INFO: Epoch[51] Iter[140/241] Loss: 0.373, Acc: 0.984, Base Lr: 2.47e-04 +2023-08-08 13:57:51 transreid.train INFO: Epoch[51] Iter[160/241] Loss: 0.363, Acc: 0.984, Base Lr: 2.47e-04 +2023-08-08 13:57:54 transreid.train INFO: Epoch[51] Iter[180/241] Loss: 0.353, Acc: 0.986, Base Lr: 2.47e-04 +2023-08-08 13:57:57 transreid.train INFO: Epoch[51] Iter[200/241] Loss: 0.343, Acc: 0.986, Base Lr: 2.47e-04 +2023-08-08 13:58:00 transreid.train INFO: Epoch[51] Iter[220/241] Loss: 0.327, Acc: 0.986, Base Lr: 2.47e-04 +2023-08-08 13:58:01 transreid.train INFO: Epoch 51 done. Time per epoch: 37.081[s] Speed: 388.3[samples/s] +2023-08-08 13:58:05 transreid.train INFO: Epoch[52] Iter[20/241] Loss: 0.389, Acc: 0.984, Base Lr: 2.42e-04 +2023-08-08 13:58:09 transreid.train INFO: Epoch[52] Iter[40/241] Loss: 0.370, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:12 transreid.train INFO: Epoch[52] Iter[60/241] Loss: 0.367, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:15 transreid.train INFO: Epoch[52] Iter[80/241] Loss: 0.356, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:18 transreid.train INFO: Epoch[52] Iter[100/241] Loss: 0.353, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:21 transreid.train INFO: Epoch[52] Iter[120/241] Loss: 0.348, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:25 transreid.train INFO: Epoch[52] Iter[140/241] Loss: 0.342, Acc: 0.985, Base Lr: 2.42e-04 +2023-08-08 13:58:28 transreid.train INFO: Epoch[52] Iter[160/241] Loss: 0.339, Acc: 0.986, Base Lr: 2.42e-04 +2023-08-08 13:58:31 transreid.train INFO: Epoch[52] Iter[180/241] Loss: 0.332, Acc: 0.986, Base Lr: 2.42e-04 +2023-08-08 13:58:34 transreid.train INFO: Epoch[52] Iter[200/241] Loss: 0.322, Acc: 0.987, Base Lr: 2.42e-04 +2023-08-08 13:58:38 transreid.train INFO: Epoch[52] Iter[220/241] Loss: 0.312, Acc: 0.987, Base Lr: 2.42e-04 +2023-08-08 13:58:39 transreid.train INFO: Epoch 52 done. Time per epoch: 37.210[s] Speed: 388.7[samples/s] +2023-08-08 13:58:43 transreid.train INFO: Epoch[53] Iter[20/241] Loss: 0.354, Acc: 0.985, Base Lr: 2.37e-04 +2023-08-08 13:58:46 transreid.train INFO: Epoch[53] Iter[40/241] Loss: 0.351, Acc: 0.984, Base Lr: 2.37e-04 +2023-08-08 13:58:49 transreid.train INFO: Epoch[53] Iter[60/241] Loss: 0.379, Acc: 0.981, Base Lr: 2.37e-04 +2023-08-08 13:58:52 transreid.train INFO: Epoch[53] Iter[80/241] Loss: 0.371, Acc: 0.982, Base Lr: 2.37e-04 +2023-08-08 13:58:55 transreid.train INFO: Epoch[53] Iter[100/241] Loss: 0.359, Acc: 0.984, Base Lr: 2.37e-04 +2023-08-08 13:58:59 transreid.train INFO: Epoch[53] Iter[120/241] Loss: 0.348, Acc: 0.985, Base Lr: 2.37e-04 +2023-08-08 13:59:02 transreid.train INFO: Epoch[53] Iter[140/241] Loss: 0.336, Acc: 0.986, Base Lr: 2.37e-04 +2023-08-08 13:59:05 transreid.train INFO: Epoch[53] Iter[160/241] Loss: 0.327, Acc: 0.987, Base Lr: 2.37e-04 +2023-08-08 13:59:08 transreid.train INFO: Epoch[53] Iter[180/241] Loss: 0.315, Acc: 0.987, Base Lr: 2.37e-04 +2023-08-08 13:59:11 transreid.train INFO: Epoch[53] Iter[200/241] Loss: 0.307, Acc: 0.988, Base Lr: 2.37e-04 +2023-08-08 13:59:15 transreid.train INFO: Epoch[53] Iter[220/241] Loss: 0.297, Acc: 0.988, Base Lr: 2.37e-04 +2023-08-08 13:59:16 transreid.train INFO: Epoch 53 done. Time per epoch: 37.114[s] Speed: 389.7[samples/s] +2023-08-08 13:59:20 transreid.train INFO: Epoch[54] Iter[20/241] Loss: 0.376, Acc: 0.985, Base Lr: 2.32e-04 +2023-08-08 13:59:23 transreid.train INFO: Epoch[54] Iter[40/241] Loss: 0.360, Acc: 0.983, Base Lr: 2.32e-04 +2023-08-08 13:59:26 transreid.train INFO: Epoch[54] Iter[60/241] Loss: 0.350, Acc: 0.985, Base Lr: 2.32e-04 +2023-08-08 13:59:29 transreid.train INFO: Epoch[54] Iter[80/241] Loss: 0.340, Acc: 0.986, Base Lr: 2.32e-04 +2023-08-08 13:59:33 transreid.train INFO: Epoch[54] Iter[100/241] Loss: 0.335, Acc: 0.987, Base Lr: 2.32e-04 +2023-08-08 13:59:36 transreid.train INFO: Epoch[54] Iter[120/241] Loss: 0.325, Acc: 0.987, Base Lr: 2.32e-04 +2023-08-08 13:59:39 transreid.train INFO: Epoch[54] Iter[140/241] Loss: 0.315, Acc: 0.988, Base Lr: 2.32e-04 +2023-08-08 13:59:42 transreid.train INFO: Epoch[54] Iter[160/241] Loss: 0.314, Acc: 0.987, Base Lr: 2.32e-04 +2023-08-08 13:59:45 transreid.train INFO: Epoch[54] Iter[180/241] Loss: 0.303, Acc: 0.988, Base Lr: 2.32e-04 +2023-08-08 13:59:49 transreid.train INFO: Epoch[54] Iter[200/241] Loss: 0.291, Acc: 0.989, Base Lr: 2.32e-04 +2023-08-08 13:59:52 transreid.train INFO: Epoch[54] Iter[220/241] Loss: 0.278, Acc: 0.989, Base Lr: 2.32e-04 +2023-08-08 13:59:53 transreid.train INFO: Epoch 54 done. Time per epoch: 37.273[s] Speed: 389.8[samples/s] +2023-08-08 13:59:57 transreid.train INFO: Epoch[55] Iter[20/241] Loss: 0.348, Acc: 0.985, Base Lr: 2.26e-04 +2023-08-08 14:00:00 transreid.train INFO: Epoch[55] Iter[40/241] Loss: 0.345, Acc: 0.985, Base Lr: 2.26e-04 +2023-08-08 14:00:03 transreid.train INFO: Epoch[55] Iter[60/241] Loss: 0.343, Acc: 0.985, Base Lr: 2.26e-04 +2023-08-08 14:00:07 transreid.train INFO: Epoch[55] Iter[80/241] Loss: 0.331, Acc: 0.986, Base Lr: 2.26e-04 +2023-08-08 14:00:10 transreid.train INFO: Epoch[55] Iter[100/241] Loss: 0.328, Acc: 0.986, Base Lr: 2.26e-04 +2023-08-08 14:00:13 transreid.train INFO: Epoch[55] Iter[120/241] Loss: 0.317, Acc: 0.986, Base Lr: 2.26e-04 +2023-08-08 14:00:16 transreid.train INFO: Epoch[55] Iter[140/241] Loss: 0.310, Acc: 0.987, Base Lr: 2.26e-04 +2023-08-08 14:00:19 transreid.train INFO: Epoch[55] Iter[160/241] Loss: 0.304, Acc: 0.987, Base Lr: 2.26e-04 +2023-08-08 14:00:23 transreid.train INFO: Epoch[55] Iter[180/241] Loss: 0.297, Acc: 0.988, Base Lr: 2.26e-04 +2023-08-08 14:00:26 transreid.train INFO: Epoch[55] Iter[200/241] Loss: 0.291, Acc: 0.988, Base Lr: 2.26e-04 +2023-08-08 14:00:29 transreid.train INFO: Epoch[55] Iter[220/241] Loss: 0.283, Acc: 0.988, Base Lr: 2.26e-04 +2023-08-08 14:00:30 transreid.train INFO: Epoch 55 done. Time per epoch: 37.127[s] Speed: 391.3[samples/s] +2023-08-08 14:00:34 transreid.train INFO: Epoch[56] Iter[20/241] Loss: 0.308, Acc: 0.991, Base Lr: 2.21e-04 +2023-08-08 14:00:37 transreid.train INFO: Epoch[56] Iter[40/241] Loss: 0.308, Acc: 0.987, Base Lr: 2.21e-04 +2023-08-08 14:00:40 transreid.train INFO: Epoch[56] Iter[60/241] Loss: 0.308, Acc: 0.987, Base Lr: 2.21e-04 +2023-08-08 14:00:44 transreid.train INFO: Epoch[56] Iter[80/241] Loss: 0.304, Acc: 0.988, Base Lr: 2.21e-04 +2023-08-08 14:00:47 transreid.train INFO: Epoch[56] Iter[100/241] Loss: 0.300, Acc: 0.988, Base Lr: 2.21e-04 +2023-08-08 14:00:50 transreid.train INFO: Epoch[56] Iter[120/241] Loss: 0.302, Acc: 0.988, Base Lr: 2.21e-04 +2023-08-08 14:00:53 transreid.train INFO: Epoch[56] Iter[140/241] Loss: 0.296, Acc: 0.987, Base Lr: 2.21e-04 +2023-08-08 14:00:56 transreid.train INFO: Epoch[56] Iter[160/241] Loss: 0.289, Acc: 0.988, Base Lr: 2.21e-04 +2023-08-08 14:01:00 transreid.train INFO: Epoch[56] Iter[180/241] Loss: 0.280, Acc: 0.988, Base Lr: 2.21e-04 +2023-08-08 14:01:03 transreid.train INFO: Epoch[56] Iter[200/241] Loss: 0.271, Acc: 0.989, Base Lr: 2.21e-04 +2023-08-08 14:01:06 transreid.train INFO: Epoch[56] Iter[220/241] Loss: 0.260, Acc: 0.989, Base Lr: 2.21e-04 +2023-08-08 14:01:07 transreid.train INFO: Epoch 56 done. Time per epoch: 37.200[s] Speed: 390.5[samples/s] +2023-08-08 14:01:11 transreid.train INFO: Epoch[57] Iter[20/241] Loss: 0.311, Acc: 0.988, Base Lr: 2.16e-04 +2023-08-08 14:01:15 transreid.train INFO: Epoch[57] Iter[40/241] Loss: 0.298, Acc: 0.988, Base Lr: 2.16e-04 +2023-08-08 14:01:18 transreid.train INFO: Epoch[57] Iter[60/241] Loss: 0.295, Acc: 0.988, Base Lr: 2.16e-04 +2023-08-08 14:01:21 transreid.train INFO: Epoch[57] Iter[80/241] Loss: 0.300, Acc: 0.988, Base Lr: 2.16e-04 +2023-08-08 14:01:24 transreid.train INFO: Epoch[57] Iter[100/241] Loss: 0.295, Acc: 0.988, Base Lr: 2.16e-04 +2023-08-08 14:01:27 transreid.train INFO: Epoch[57] Iter[120/241] Loss: 0.292, Acc: 0.989, Base Lr: 2.16e-04 +2023-08-08 14:01:31 transreid.train INFO: Epoch[57] Iter[140/241] Loss: 0.284, Acc: 0.989, Base Lr: 2.16e-04 +2023-08-08 14:01:34 transreid.train INFO: Epoch[57] Iter[160/241] Loss: 0.277, Acc: 0.989, Base Lr: 2.16e-04 +2023-08-08 14:01:37 transreid.train INFO: Epoch[57] Iter[180/241] Loss: 0.274, Acc: 0.990, Base Lr: 2.16e-04 +2023-08-08 14:01:40 transreid.train INFO: Epoch[57] Iter[200/241] Loss: 0.268, Acc: 0.989, Base Lr: 2.16e-04 +2023-08-08 14:01:43 transreid.train INFO: Epoch[57] Iter[220/241] Loss: 0.260, Acc: 0.989, Base Lr: 2.16e-04 +2023-08-08 14:01:45 transreid.train INFO: Epoch 57 done. Time per epoch: 37.399[s] Speed: 390.2[samples/s] +2023-08-08 14:01:49 transreid.train INFO: Epoch[58] Iter[20/241] Loss: 0.323, Acc: 0.984, Base Lr: 2.11e-04 +2023-08-08 14:01:52 transreid.train INFO: Epoch[58] Iter[40/241] Loss: 0.300, Acc: 0.987, Base Lr: 2.11e-04 +2023-08-08 14:01:55 transreid.train INFO: Epoch[58] Iter[60/241] Loss: 0.294, Acc: 0.988, Base Lr: 2.11e-04 +2023-08-08 14:01:58 transreid.train INFO: Epoch[58] Iter[80/241] Loss: 0.290, Acc: 0.988, Base Lr: 2.11e-04 +2023-08-08 14:02:02 transreid.train INFO: Epoch[58] Iter[100/241] Loss: 0.293, Acc: 0.986, Base Lr: 2.11e-04 +2023-08-08 14:02:05 transreid.train INFO: Epoch[58] Iter[120/241] Loss: 0.292, Acc: 0.986, Base Lr: 2.11e-04 +2023-08-08 14:02:08 transreid.train INFO: Epoch[58] Iter[140/241] Loss: 0.284, Acc: 0.987, Base Lr: 2.11e-04 +2023-08-08 14:02:11 transreid.train INFO: Epoch[58] Iter[160/241] Loss: 0.280, Acc: 0.987, Base Lr: 2.11e-04 +2023-08-08 14:02:14 transreid.train INFO: Epoch[58] Iter[180/241] Loss: 0.273, Acc: 0.988, Base Lr: 2.11e-04 +2023-08-08 14:02:18 transreid.train INFO: Epoch[58] Iter[200/241] Loss: 0.264, Acc: 0.988, Base Lr: 2.11e-04 +2023-08-08 14:02:21 transreid.train INFO: Epoch[58] Iter[220/241] Loss: 0.255, Acc: 0.988, Base Lr: 2.11e-04 +2023-08-08 14:02:22 transreid.train INFO: Epoch 58 done. Time per epoch: 37.075[s] Speed: 390.1[samples/s] +2023-08-08 14:02:26 transreid.train INFO: Epoch[59] Iter[20/241] Loss: 0.315, Acc: 0.988, Base Lr: 2.06e-04 +2023-08-08 14:02:29 transreid.train INFO: Epoch[59] Iter[40/241] Loss: 0.311, Acc: 0.987, Base Lr: 2.06e-04 +2023-08-08 14:02:32 transreid.train INFO: Epoch[59] Iter[60/241] Loss: 0.312, Acc: 0.988, Base Lr: 2.06e-04 +2023-08-08 14:02:35 transreid.train INFO: Epoch[59] Iter[80/241] Loss: 0.293, Acc: 0.989, Base Lr: 2.06e-04 +2023-08-08 14:02:39 transreid.train INFO: Epoch[59] Iter[100/241] Loss: 0.297, Acc: 0.989, Base Lr: 2.06e-04 +2023-08-08 14:02:42 transreid.train INFO: Epoch[59] Iter[120/241] Loss: 0.287, Acc: 0.990, Base Lr: 2.06e-04 +2023-08-08 14:02:45 transreid.train INFO: Epoch[59] Iter[140/241] Loss: 0.283, Acc: 0.990, Base Lr: 2.06e-04 +2023-08-08 14:02:48 transreid.train INFO: Epoch[59] Iter[160/241] Loss: 0.275, Acc: 0.990, Base Lr: 2.06e-04 +2023-08-08 14:02:51 transreid.train INFO: Epoch[59] Iter[180/241] Loss: 0.269, Acc: 0.990, Base Lr: 2.06e-04 +2023-08-08 14:02:55 transreid.train INFO: Epoch[59] Iter[200/241] Loss: 0.263, Acc: 0.990, Base Lr: 2.06e-04 +2023-08-08 14:02:58 transreid.train INFO: Epoch[59] Iter[220/241] Loss: 0.249, Acc: 0.991, Base Lr: 2.06e-04 +2023-08-08 14:02:59 transreid.train INFO: Epoch 59 done. Time per epoch: 37.423[s] Speed: 389.9[samples/s] +2023-08-08 14:03:03 transreid.train INFO: Epoch[60] Iter[20/241] Loss: 0.276, Acc: 0.994, Base Lr: 2.00e-04 +2023-08-08 14:03:07 transreid.train INFO: Epoch[60] Iter[40/241] Loss: 0.274, Acc: 0.989, Base Lr: 2.00e-04 +2023-08-08 14:03:10 transreid.train INFO: Epoch[60] Iter[60/241] Loss: 0.289, Acc: 0.989, Base Lr: 2.00e-04 +2023-08-08 14:03:13 transreid.train INFO: Epoch[60] Iter[80/241] Loss: 0.288, Acc: 0.988, Base Lr: 2.00e-04 +2023-08-08 14:03:16 transreid.train INFO: Epoch[60] Iter[100/241] Loss: 0.285, Acc: 0.988, Base Lr: 2.00e-04 +2023-08-08 14:03:19 transreid.train INFO: Epoch[60] Iter[120/241] Loss: 0.274, Acc: 0.988, Base Lr: 2.00e-04 +2023-08-08 14:03:23 transreid.train INFO: Epoch[60] Iter[140/241] Loss: 0.269, Acc: 0.989, Base Lr: 2.00e-04 +2023-08-08 14:03:26 transreid.train INFO: Epoch[60] Iter[160/241] Loss: 0.268, Acc: 0.989, Base Lr: 2.00e-04 +2023-08-08 14:03:29 transreid.train INFO: Epoch[60] Iter[180/241] Loss: 0.259, Acc: 0.990, Base Lr: 2.00e-04 +2023-08-08 14:03:32 transreid.train INFO: Epoch[60] Iter[200/241] Loss: 0.258, Acc: 0.990, Base Lr: 2.00e-04 +2023-08-08 14:03:35 transreid.train INFO: Epoch[60] Iter[220/241] Loss: 0.248, Acc: 0.990, Base Lr: 2.00e-04 +2023-08-08 14:03:36 transreid.train INFO: Epoch 60 done. Time per epoch: 37.122[s] Speed: 387.9[samples/s] +2023-08-08 14:03:40 transreid.train INFO: Epoch[61] Iter[20/241] Loss: 0.285, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:03:44 transreid.train INFO: Epoch[61] Iter[40/241] Loss: 0.284, Acc: 0.987, Base Lr: 1.95e-04 +2023-08-08 14:03:47 transreid.train INFO: Epoch[61] Iter[60/241] Loss: 0.281, Acc: 0.987, Base Lr: 1.95e-04 +2023-08-08 14:03:50 transreid.train INFO: Epoch[61] Iter[80/241] Loss: 0.274, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:03:53 transreid.train INFO: Epoch[61] Iter[100/241] Loss: 0.268, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:03:56 transreid.train INFO: Epoch[61] Iter[120/241] Loss: 0.267, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:04:00 transreid.train INFO: Epoch[61] Iter[140/241] Loss: 0.259, Acc: 0.989, Base Lr: 1.95e-04 +2023-08-08 14:04:03 transreid.train INFO: Epoch[61] Iter[160/241] Loss: 0.266, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:04:06 transreid.train INFO: Epoch[61] Iter[180/241] Loss: 0.260, Acc: 0.988, Base Lr: 1.95e-04 +2023-08-08 14:04:09 transreid.train INFO: Epoch[61] Iter[200/241] Loss: 0.252, Acc: 0.989, Base Lr: 1.95e-04 +2023-08-08 14:04:12 transreid.train INFO: Epoch[61] Iter[220/241] Loss: 0.244, Acc: 0.989, Base Lr: 1.95e-04 +2023-08-08 14:04:14 transreid.train INFO: Epoch 61 done. Time per epoch: 37.233[s] Speed: 388.5[samples/s] +2023-08-08 14:04:18 transreid.train INFO: Epoch[62] Iter[20/241] Loss: 0.275, Acc: 0.986, Base Lr: 1.90e-04 +2023-08-08 14:04:21 transreid.train INFO: Epoch[62] Iter[40/241] Loss: 0.286, Acc: 0.986, Base Lr: 1.90e-04 +2023-08-08 14:04:24 transreid.train INFO: Epoch[62] Iter[60/241] Loss: 0.277, Acc: 0.988, Base Lr: 1.90e-04 +2023-08-08 14:04:27 transreid.train INFO: Epoch[62] Iter[80/241] Loss: 0.279, Acc: 0.989, Base Lr: 1.90e-04 +2023-08-08 14:04:30 transreid.train INFO: Epoch[62] Iter[100/241] Loss: 0.276, Acc: 0.989, Base Lr: 1.90e-04 +2023-08-08 14:04:34 transreid.train INFO: Epoch[62] Iter[120/241] Loss: 0.270, Acc: 0.990, Base Lr: 1.90e-04 +2023-08-08 14:04:37 transreid.train INFO: Epoch[62] Iter[140/241] Loss: 0.265, Acc: 0.989, Base Lr: 1.90e-04 +2023-08-08 14:04:40 transreid.train INFO: Epoch[62] Iter[160/241] Loss: 0.256, Acc: 0.989, Base Lr: 1.90e-04 +2023-08-08 14:04:43 transreid.train INFO: Epoch[62] Iter[180/241] Loss: 0.249, Acc: 0.990, Base Lr: 1.90e-04 +2023-08-08 14:04:46 transreid.train INFO: Epoch[62] Iter[200/241] Loss: 0.245, Acc: 0.990, Base Lr: 1.90e-04 +2023-08-08 14:04:50 transreid.train INFO: Epoch[62] Iter[220/241] Loss: 0.235, Acc: 0.990, Base Lr: 1.90e-04 +2023-08-08 14:04:51 transreid.train INFO: Epoch 62 done. Time per epoch: 37.338[s] Speed: 390.8[samples/s] +2023-08-08 14:04:55 transreid.train INFO: Epoch[63] Iter[20/241] Loss: 0.243, Acc: 0.995, Base Lr: 1.85e-04 +2023-08-08 14:04:58 transreid.train INFO: Epoch[63] Iter[40/241] Loss: 0.266, Acc: 0.989, Base Lr: 1.85e-04 +2023-08-08 14:05:01 transreid.train INFO: Epoch[63] Iter[60/241] Loss: 0.263, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:04 transreid.train INFO: Epoch[63] Iter[80/241] Loss: 0.261, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:08 transreid.train INFO: Epoch[63] Iter[100/241] Loss: 0.259, Acc: 0.990, Base Lr: 1.85e-04 +2023-08-08 14:05:11 transreid.train INFO: Epoch[63] Iter[120/241] Loss: 0.251, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:14 transreid.train INFO: Epoch[63] Iter[140/241] Loss: 0.248, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:17 transreid.train INFO: Epoch[63] Iter[160/241] Loss: 0.244, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:20 transreid.train INFO: Epoch[63] Iter[180/241] Loss: 0.237, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:24 transreid.train INFO: Epoch[63] Iter[200/241] Loss: 0.234, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:27 transreid.train INFO: Epoch[63] Iter[220/241] Loss: 0.228, Acc: 0.991, Base Lr: 1.85e-04 +2023-08-08 14:05:28 transreid.train INFO: Epoch 63 done. Time per epoch: 37.055[s] Speed: 390.3[samples/s] +2023-08-08 14:05:32 transreid.train INFO: Epoch[64] Iter[20/241] Loss: 0.270, Acc: 0.991, Base Lr: 1.80e-04 +2023-08-08 14:05:35 transreid.train INFO: Epoch[64] Iter[40/241] Loss: 0.279, Acc: 0.989, Base Lr: 1.80e-04 +2023-08-08 14:05:38 transreid.train INFO: Epoch[64] Iter[60/241] Loss: 0.284, Acc: 0.987, Base Lr: 1.80e-04 +2023-08-08 14:05:42 transreid.train INFO: Epoch[64] Iter[80/241] Loss: 0.279, Acc: 0.987, Base Lr: 1.80e-04 +2023-08-08 14:05:45 transreid.train INFO: Epoch[64] Iter[100/241] Loss: 0.274, Acc: 0.988, Base Lr: 1.80e-04 +2023-08-08 14:05:48 transreid.train INFO: Epoch[64] Iter[120/241] Loss: 0.267, Acc: 0.988, Base Lr: 1.80e-04 +2023-08-08 14:05:51 transreid.train INFO: Epoch[64] Iter[140/241] Loss: 0.259, Acc: 0.988, Base Lr: 1.80e-04 +2023-08-08 14:05:54 transreid.train INFO: Epoch[64] Iter[160/241] Loss: 0.253, Acc: 0.989, Base Lr: 1.80e-04 +2023-08-08 14:05:58 transreid.train INFO: Epoch[64] Iter[180/241] Loss: 0.246, Acc: 0.989, Base Lr: 1.80e-04 +2023-08-08 14:06:01 transreid.train INFO: Epoch[64] Iter[200/241] Loss: 0.244, Acc: 0.989, Base Lr: 1.80e-04 +2023-08-08 14:06:04 transreid.train INFO: Epoch[64] Iter[220/241] Loss: 0.235, Acc: 0.989, Base Lr: 1.80e-04 +2023-08-08 14:06:05 transreid.train INFO: Epoch 64 done. Time per epoch: 37.015[s] Speed: 390.8[samples/s] +2023-08-08 14:06:09 transreid.train INFO: Epoch[65] Iter[20/241] Loss: 0.262, Acc: 0.991, Base Lr: 1.74e-04 +2023-08-08 14:06:12 transreid.train INFO: Epoch[65] Iter[40/241] Loss: 0.259, Acc: 0.989, Base Lr: 1.74e-04 +2023-08-08 14:06:16 transreid.train INFO: Epoch[65] Iter[60/241] Loss: 0.270, Acc: 0.986, Base Lr: 1.74e-04 +2023-08-08 14:06:19 transreid.train INFO: Epoch[65] Iter[80/241] Loss: 0.266, Acc: 0.987, Base Lr: 1.74e-04 +2023-08-08 14:06:22 transreid.train INFO: Epoch[65] Iter[100/241] Loss: 0.261, Acc: 0.988, Base Lr: 1.74e-04 +2023-08-08 14:06:25 transreid.train INFO: Epoch[65] Iter[120/241] Loss: 0.252, Acc: 0.988, Base Lr: 1.74e-04 +2023-08-08 14:06:28 transreid.train INFO: Epoch[65] Iter[140/241] Loss: 0.244, Acc: 0.989, Base Lr: 1.74e-04 +2023-08-08 14:06:32 transreid.train INFO: Epoch[65] Iter[160/241] Loss: 0.239, Acc: 0.990, Base Lr: 1.74e-04 +2023-08-08 14:06:35 transreid.train INFO: Epoch[65] Iter[180/241] Loss: 0.233, Acc: 0.990, Base Lr: 1.74e-04 +2023-08-08 14:06:38 transreid.train INFO: Epoch[65] Iter[200/241] Loss: 0.226, Acc: 0.991, Base Lr: 1.74e-04 +2023-08-08 14:06:41 transreid.train INFO: Epoch[65] Iter[220/241] Loss: 0.218, Acc: 0.991, Base Lr: 1.74e-04 +2023-08-08 14:06:43 transreid.train INFO: Epoch 65 done. Time per epoch: 37.648[s] Speed: 387.6[samples/s] +2023-08-08 14:06:47 transreid.train INFO: Epoch[66] Iter[20/241] Loss: 0.268, Acc: 0.984, Base Lr: 1.69e-04 +2023-08-08 14:06:50 transreid.train INFO: Epoch[66] Iter[40/241] Loss: 0.258, Acc: 0.988, Base Lr: 1.69e-04 +2023-08-08 14:06:53 transreid.train INFO: Epoch[66] Iter[60/241] Loss: 0.247, Acc: 0.989, Base Lr: 1.69e-04 +2023-08-08 14:06:56 transreid.train INFO: Epoch[66] Iter[80/241] Loss: 0.252, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:06:59 transreid.train INFO: Epoch[66] Iter[100/241] Loss: 0.255, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:03 transreid.train INFO: Epoch[66] Iter[120/241] Loss: 0.246, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:06 transreid.train INFO: Epoch[66] Iter[140/241] Loss: 0.237, Acc: 0.991, Base Lr: 1.69e-04 +2023-08-08 14:07:09 transreid.train INFO: Epoch[66] Iter[160/241] Loss: 0.238, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:12 transreid.train INFO: Epoch[66] Iter[180/241] Loss: 0.234, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:16 transreid.train INFO: Epoch[66] Iter[200/241] Loss: 0.228, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:19 transreid.train INFO: Epoch[66] Iter[220/241] Loss: 0.221, Acc: 0.990, Base Lr: 1.69e-04 +2023-08-08 14:07:20 transreid.train INFO: Epoch 66 done. Time per epoch: 37.116[s] Speed: 388.0[samples/s] +2023-08-08 14:07:24 transreid.train INFO: Epoch[67] Iter[20/241] Loss: 0.291, Acc: 0.991, Base Lr: 1.64e-04 +2023-08-08 14:07:27 transreid.train INFO: Epoch[67] Iter[40/241] Loss: 0.269, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:30 transreid.train INFO: Epoch[67] Iter[60/241] Loss: 0.257, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:33 transreid.train INFO: Epoch[67] Iter[80/241] Loss: 0.252, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:37 transreid.train INFO: Epoch[67] Iter[100/241] Loss: 0.252, Acc: 0.989, Base Lr: 1.64e-04 +2023-08-08 14:07:40 transreid.train INFO: Epoch[67] Iter[120/241] Loss: 0.250, Acc: 0.989, Base Lr: 1.64e-04 +2023-08-08 14:07:43 transreid.train INFO: Epoch[67] Iter[140/241] Loss: 0.243, Acc: 0.989, Base Lr: 1.64e-04 +2023-08-08 14:07:46 transreid.train INFO: Epoch[67] Iter[160/241] Loss: 0.234, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:50 transreid.train INFO: Epoch[67] Iter[180/241] Loss: 0.232, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:53 transreid.train INFO: Epoch[67] Iter[200/241] Loss: 0.226, Acc: 0.990, Base Lr: 1.64e-04 +2023-08-08 14:07:56 transreid.train INFO: Epoch[67] Iter[220/241] Loss: 0.217, Acc: 0.991, Base Lr: 1.64e-04 +2023-08-08 14:07:57 transreid.train INFO: Epoch 67 done. Time per epoch: 37.426[s] Speed: 388.2[samples/s] +2023-08-08 14:08:01 transreid.train INFO: Epoch[68] Iter[20/241] Loss: 0.245, Acc: 0.991, Base Lr: 1.59e-04 +2023-08-08 14:08:04 transreid.train INFO: Epoch[68] Iter[40/241] Loss: 0.250, Acc: 0.991, Base Lr: 1.59e-04 +2023-08-08 14:08:08 transreid.train INFO: Epoch[68] Iter[60/241] Loss: 0.250, Acc: 0.989, Base Lr: 1.59e-04 +2023-08-08 14:08:11 transreid.train INFO: Epoch[68] Iter[80/241] Loss: 0.250, Acc: 0.988, Base Lr: 1.59e-04 +2023-08-08 14:08:14 transreid.train INFO: Epoch[68] Iter[100/241] Loss: 0.245, Acc: 0.989, Base Lr: 1.59e-04 +2023-08-08 14:08:17 transreid.train INFO: Epoch[68] Iter[120/241] Loss: 0.238, Acc: 0.990, Base Lr: 1.59e-04 +2023-08-08 14:08:21 transreid.train INFO: Epoch[68] Iter[140/241] Loss: 0.236, Acc: 0.990, Base Lr: 1.59e-04 +2023-08-08 14:08:24 transreid.train INFO: Epoch[68] Iter[160/241] Loss: 0.230, Acc: 0.991, Base Lr: 1.59e-04 +2023-08-08 14:08:27 transreid.train INFO: Epoch[68] Iter[180/241] Loss: 0.225, Acc: 0.990, Base Lr: 1.59e-04 +2023-08-08 14:08:30 transreid.train INFO: Epoch[68] Iter[200/241] Loss: 0.217, Acc: 0.991, Base Lr: 1.59e-04 +2023-08-08 14:08:33 transreid.train INFO: Epoch[68] Iter[220/241] Loss: 0.210, Acc: 0.991, Base Lr: 1.59e-04 +2023-08-08 14:08:35 transreid.train INFO: Epoch 68 done. Time per epoch: 37.480[s] Speed: 387.6[samples/s] +2023-08-08 14:08:39 transreid.train INFO: Epoch[69] Iter[20/241] Loss: 0.243, Acc: 0.988, Base Lr: 1.54e-04 +2023-08-08 14:08:42 transreid.train INFO: Epoch[69] Iter[40/241] Loss: 0.261, Acc: 0.989, Base Lr: 1.54e-04 +2023-08-08 14:08:45 transreid.train INFO: Epoch[69] Iter[60/241] Loss: 0.258, Acc: 0.989, Base Lr: 1.54e-04 +2023-08-08 14:08:48 transreid.train INFO: Epoch[69] Iter[80/241] Loss: 0.248, Acc: 0.989, Base Lr: 1.54e-04 +2023-08-08 14:08:51 transreid.train INFO: Epoch[69] Iter[100/241] Loss: 0.238, Acc: 0.990, Base Lr: 1.54e-04 +2023-08-08 14:08:55 transreid.train INFO: Epoch[69] Iter[120/241] Loss: 0.233, Acc: 0.990, Base Lr: 1.54e-04 +2023-08-08 14:08:58 transreid.train INFO: Epoch[69] Iter[140/241] Loss: 0.228, Acc: 0.991, Base Lr: 1.54e-04 +2023-08-08 14:09:01 transreid.train INFO: Epoch[69] Iter[160/241] Loss: 0.221, Acc: 0.991, Base Lr: 1.54e-04 +2023-08-08 14:09:04 transreid.train INFO: Epoch[69] Iter[180/241] Loss: 0.216, Acc: 0.992, Base Lr: 1.54e-04 +2023-08-08 14:09:07 transreid.train INFO: Epoch[69] Iter[200/241] Loss: 0.209, Acc: 0.992, Base Lr: 1.54e-04 +2023-08-08 14:09:11 transreid.train INFO: Epoch[69] Iter[220/241] Loss: 0.201, Acc: 0.992, Base Lr: 1.54e-04 +2023-08-08 14:09:11 transreid.train INFO: Epoch 69 done. Time per epoch: 36.813[s] Speed: 391.2[samples/s] +2023-08-08 14:09:15 transreid.train INFO: Epoch[70] Iter[20/241] Loss: 0.245, Acc: 0.989, Base Lr: 1.49e-04 +2023-08-08 14:09:19 transreid.train INFO: Epoch[70] Iter[40/241] Loss: 0.237, Acc: 0.992, Base Lr: 1.49e-04 +2023-08-08 14:09:22 transreid.train INFO: Epoch[70] Iter[60/241] Loss: 0.242, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:25 transreid.train INFO: Epoch[70] Iter[80/241] Loss: 0.240, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:28 transreid.train INFO: Epoch[70] Iter[100/241] Loss: 0.237, Acc: 0.990, Base Lr: 1.49e-04 +2023-08-08 14:09:32 transreid.train INFO: Epoch[70] Iter[120/241] Loss: 0.236, Acc: 0.990, Base Lr: 1.49e-04 +2023-08-08 14:09:35 transreid.train INFO: Epoch[70] Iter[140/241] Loss: 0.230, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:38 transreid.train INFO: Epoch[70] Iter[160/241] Loss: 0.225, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:41 transreid.train INFO: Epoch[70] Iter[180/241] Loss: 0.218, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:44 transreid.train INFO: Epoch[70] Iter[200/241] Loss: 0.213, Acc: 0.991, Base Lr: 1.49e-04 +2023-08-08 14:09:48 transreid.train INFO: Epoch[70] Iter[220/241] Loss: 0.207, Acc: 0.992, Base Lr: 1.49e-04 +2023-08-08 14:09:49 transreid.train INFO: Epoch 70 done. Time per epoch: 37.140[s] Speed: 389.4[samples/s] +2023-08-08 14:09:53 transreid.train INFO: Epoch[71] Iter[20/241] Loss: 0.226, Acc: 0.992, Base Lr: 1.44e-04 +2023-08-08 14:09:56 transreid.train INFO: Epoch[71] Iter[40/241] Loss: 0.232, Acc: 0.992, Base Lr: 1.44e-04 +2023-08-08 14:09:59 transreid.train INFO: Epoch[71] Iter[60/241] Loss: 0.233, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:02 transreid.train INFO: Epoch[71] Iter[80/241] Loss: 0.226, Acc: 0.993, Base Lr: 1.44e-04 +2023-08-08 14:10:05 transreid.train INFO: Epoch[71] Iter[100/241] Loss: 0.228, Acc: 0.992, Base Lr: 1.44e-04 +2023-08-08 14:10:09 transreid.train INFO: Epoch[71] Iter[120/241] Loss: 0.227, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:12 transreid.train INFO: Epoch[71] Iter[140/241] Loss: 0.224, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:15 transreid.train INFO: Epoch[71] Iter[160/241] Loss: 0.225, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:18 transreid.train INFO: Epoch[71] Iter[180/241] Loss: 0.222, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:21 transreid.train INFO: Epoch[71] Iter[200/241] Loss: 0.216, Acc: 0.991, Base Lr: 1.44e-04 +2023-08-08 14:10:25 transreid.train INFO: Epoch[71] Iter[220/241] Loss: 0.207, Acc: 0.992, Base Lr: 1.44e-04 +2023-08-08 14:10:25 transreid.train INFO: Epoch 71 done. Time per epoch: 36.812[s] Speed: 391.2[samples/s] +2023-08-08 14:10:30 transreid.train INFO: Epoch[72] Iter[20/241] Loss: 0.251, Acc: 0.990, Base Lr: 1.39e-04 +2023-08-08 14:10:33 transreid.train INFO: Epoch[72] Iter[40/241] Loss: 0.237, Acc: 0.990, Base Lr: 1.39e-04 +2023-08-08 14:10:36 transreid.train INFO: Epoch[72] Iter[60/241] Loss: 0.229, Acc: 0.990, Base Lr: 1.39e-04 +2023-08-08 14:10:39 transreid.train INFO: Epoch[72] Iter[80/241] Loss: 0.220, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:42 transreid.train INFO: Epoch[72] Iter[100/241] Loss: 0.209, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:46 transreid.train INFO: Epoch[72] Iter[120/241] Loss: 0.206, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:49 transreid.train INFO: Epoch[72] Iter[140/241] Loss: 0.206, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:52 transreid.train INFO: Epoch[72] Iter[160/241] Loss: 0.206, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:55 transreid.train INFO: Epoch[72] Iter[180/241] Loss: 0.205, Acc: 0.991, Base Lr: 1.39e-04 +2023-08-08 14:10:58 transreid.train INFO: Epoch[72] Iter[200/241] Loss: 0.201, Acc: 0.992, Base Lr: 1.39e-04 +2023-08-08 14:11:01 transreid.train INFO: Epoch[72] Iter[220/241] Loss: 0.196, Acc: 0.992, Base Lr: 1.39e-04 +2023-08-08 14:11:03 transreid.train INFO: Epoch 72 done. Time per epoch: 37.141[s] Speed: 389.4[samples/s] +2023-08-08 14:11:07 transreid.train INFO: Epoch[73] Iter[20/241] Loss: 0.234, Acc: 0.990, Base Lr: 1.34e-04 +2023-08-08 14:11:10 transreid.train INFO: Epoch[73] Iter[40/241] Loss: 0.226, Acc: 0.988, Base Lr: 1.34e-04 +2023-08-08 14:11:13 transreid.train INFO: Epoch[73] Iter[60/241] Loss: 0.220, Acc: 0.990, Base Lr: 1.34e-04 +2023-08-08 14:11:16 transreid.train INFO: Epoch[73] Iter[80/241] Loss: 0.229, Acc: 0.990, Base Lr: 1.34e-04 +2023-08-08 14:11:19 transreid.train INFO: Epoch[73] Iter[100/241] Loss: 0.227, Acc: 0.990, Base Lr: 1.34e-04 +2023-08-08 14:11:23 transreid.train INFO: Epoch[73] Iter[120/241] Loss: 0.223, Acc: 0.990, Base Lr: 1.34e-04 +2023-08-08 14:11:26 transreid.train INFO: Epoch[73] Iter[140/241] Loss: 0.217, Acc: 0.991, Base Lr: 1.34e-04 +2023-08-08 14:11:29 transreid.train INFO: Epoch[73] Iter[160/241] Loss: 0.210, Acc: 0.991, Base Lr: 1.34e-04 +2023-08-08 14:11:32 transreid.train INFO: Epoch[73] Iter[180/241] Loss: 0.202, Acc: 0.992, Base Lr: 1.34e-04 +2023-08-08 14:11:36 transreid.train INFO: Epoch[73] Iter[200/241] Loss: 0.196, Acc: 0.992, Base Lr: 1.34e-04 +2023-08-08 14:11:39 transreid.train INFO: Epoch[73] Iter[220/241] Loss: 0.188, Acc: 0.992, Base Lr: 1.34e-04 +2023-08-08 14:11:40 transreid.train INFO: Epoch 73 done. Time per epoch: 37.503[s] Speed: 387.4[samples/s] +2023-08-08 14:11:44 transreid.train INFO: Epoch[74] Iter[20/241] Loss: 0.228, Acc: 0.989, Base Lr: 1.29e-04 +2023-08-08 14:11:47 transreid.train INFO: Epoch[74] Iter[40/241] Loss: 0.226, Acc: 0.990, Base Lr: 1.29e-04 +2023-08-08 14:11:50 transreid.train INFO: Epoch[74] Iter[60/241] Loss: 0.219, Acc: 0.991, Base Lr: 1.29e-04 +2023-08-08 14:11:54 transreid.train INFO: Epoch[74] Iter[80/241] Loss: 0.218, Acc: 0.991, Base Lr: 1.29e-04 +2023-08-08 14:11:57 transreid.train INFO: Epoch[74] Iter[100/241] Loss: 0.218, Acc: 0.991, Base Lr: 1.29e-04 +2023-08-08 14:12:00 transreid.train INFO: Epoch[74] Iter[120/241] Loss: 0.213, Acc: 0.992, Base Lr: 1.29e-04 +2023-08-08 14:12:03 transreid.train INFO: Epoch[74] Iter[140/241] Loss: 0.205, Acc: 0.992, Base Lr: 1.29e-04 +2023-08-08 14:12:07 transreid.train INFO: Epoch[74] Iter[160/241] Loss: 0.201, Acc: 0.992, Base Lr: 1.29e-04 +2023-08-08 14:12:10 transreid.train INFO: Epoch[74] Iter[180/241] Loss: 0.198, Acc: 0.993, Base Lr: 1.29e-04 +2023-08-08 14:12:13 transreid.train INFO: Epoch[74] Iter[200/241] Loss: 0.190, Acc: 0.993, Base Lr: 1.29e-04 +2023-08-08 14:12:16 transreid.train INFO: Epoch[74] Iter[220/241] Loss: 0.183, Acc: 0.993, Base Lr: 1.29e-04 +2023-08-08 14:12:17 transreid.train INFO: Epoch 74 done. Time per epoch: 37.183[s] Speed: 387.3[samples/s] +2023-08-08 14:12:21 transreid.train INFO: Epoch[75] Iter[20/241] Loss: 0.216, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:24 transreid.train INFO: Epoch[75] Iter[40/241] Loss: 0.204, Acc: 0.993, Base Lr: 1.24e-04 +2023-08-08 14:12:28 transreid.train INFO: Epoch[75] Iter[60/241] Loss: 0.209, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:31 transreid.train INFO: Epoch[75] Iter[80/241] Loss: 0.206, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:34 transreid.train INFO: Epoch[75] Iter[100/241] Loss: 0.199, Acc: 0.993, Base Lr: 1.24e-04 +2023-08-08 14:12:37 transreid.train INFO: Epoch[75] Iter[120/241] Loss: 0.197, Acc: 0.993, Base Lr: 1.24e-04 +2023-08-08 14:12:41 transreid.train INFO: Epoch[75] Iter[140/241] Loss: 0.194, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:44 transreid.train INFO: Epoch[75] Iter[160/241] Loss: 0.192, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:47 transreid.train INFO: Epoch[75] Iter[180/241] Loss: 0.189, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:50 transreid.train INFO: Epoch[75] Iter[200/241] Loss: 0.185, Acc: 0.992, Base Lr: 1.24e-04 +2023-08-08 14:12:53 transreid.train INFO: Epoch[75] Iter[220/241] Loss: 0.178, Acc: 0.993, Base Lr: 1.24e-04 +2023-08-08 14:12:54 transreid.train INFO: Epoch 75 done. Time per epoch: 37.184[s] Speed: 389.0[samples/s] +2023-08-08 14:12:59 transreid.train INFO: Epoch[76] Iter[20/241] Loss: 0.226, Acc: 0.994, Base Lr: 1.19e-04 +2023-08-08 14:13:02 transreid.train INFO: Epoch[76] Iter[40/241] Loss: 0.216, Acc: 0.993, Base Lr: 1.19e-04 +2023-08-08 14:13:05 transreid.train INFO: Epoch[76] Iter[60/241] Loss: 0.218, Acc: 0.991, Base Lr: 1.19e-04 +2023-08-08 14:13:08 transreid.train INFO: Epoch[76] Iter[80/241] Loss: 0.210, Acc: 0.991, Base Lr: 1.19e-04 +2023-08-08 14:13:11 transreid.train INFO: Epoch[76] Iter[100/241] Loss: 0.219, Acc: 0.991, Base Lr: 1.19e-04 +2023-08-08 14:13:15 transreid.train INFO: Epoch[76] Iter[120/241] Loss: 0.213, Acc: 0.991, Base Lr: 1.19e-04 +2023-08-08 14:13:18 transreid.train INFO: Epoch[76] Iter[140/241] Loss: 0.207, Acc: 0.992, Base Lr: 1.19e-04 +2023-08-08 14:13:21 transreid.train INFO: Epoch[76] Iter[160/241] Loss: 0.200, Acc: 0.992, Base Lr: 1.19e-04 +2023-08-08 14:13:24 transreid.train INFO: Epoch[76] Iter[180/241] Loss: 0.199, Acc: 0.992, Base Lr: 1.19e-04 +2023-08-08 14:13:27 transreid.train INFO: Epoch[76] Iter[200/241] Loss: 0.194, Acc: 0.992, Base Lr: 1.19e-04 +2023-08-08 14:13:31 transreid.train INFO: Epoch[76] Iter[220/241] Loss: 0.187, Acc: 0.992, Base Lr: 1.19e-04 +2023-08-08 14:13:32 transreid.train INFO: Epoch 76 done. Time per epoch: 37.282[s] Speed: 388.0[samples/s] +2023-08-08 14:13:36 transreid.train INFO: Epoch[77] Iter[20/241] Loss: 0.209, Acc: 0.990, Base Lr: 1.14e-04 +2023-08-08 14:13:39 transreid.train INFO: Epoch[77] Iter[40/241] Loss: 0.205, Acc: 0.993, Base Lr: 1.14e-04 +2023-08-08 14:13:42 transreid.train INFO: Epoch[77] Iter[60/241] Loss: 0.208, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:13:45 transreid.train INFO: Epoch[77] Iter[80/241] Loss: 0.204, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:13:49 transreid.train INFO: Epoch[77] Iter[100/241] Loss: 0.203, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:13:52 transreid.train INFO: Epoch[77] Iter[120/241] Loss: 0.197, Acc: 0.992, Base Lr: 1.14e-04 +2023-08-08 14:13:55 transreid.train INFO: Epoch[77] Iter[140/241] Loss: 0.195, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:13:58 transreid.train INFO: Epoch[77] Iter[160/241] Loss: 0.192, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:14:01 transreid.train INFO: Epoch[77] Iter[180/241] Loss: 0.189, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:14:05 transreid.train INFO: Epoch[77] Iter[200/241] Loss: 0.184, Acc: 0.991, Base Lr: 1.14e-04 +2023-08-08 14:14:08 transreid.train INFO: Epoch[77] Iter[220/241] Loss: 0.177, Acc: 0.992, Base Lr: 1.14e-04 +2023-08-08 14:14:09 transreid.train INFO: Epoch 77 done. Time per epoch: 36.989[s] Speed: 389.3[samples/s] +2023-08-08 14:14:13 transreid.train INFO: Epoch[78] Iter[20/241] Loss: 0.226, Acc: 0.987, Base Lr: 1.10e-04 +2023-08-08 14:14:16 transreid.train INFO: Epoch[78] Iter[40/241] Loss: 0.218, Acc: 0.990, Base Lr: 1.10e-04 +2023-08-08 14:14:19 transreid.train INFO: Epoch[78] Iter[60/241] Loss: 0.200, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:22 transreid.train INFO: Epoch[78] Iter[80/241] Loss: 0.202, Acc: 0.991, Base Lr: 1.10e-04 +2023-08-08 14:14:26 transreid.train INFO: Epoch[78] Iter[100/241] Loss: 0.196, Acc: 0.991, Base Lr: 1.10e-04 +2023-08-08 14:14:29 transreid.train INFO: Epoch[78] Iter[120/241] Loss: 0.193, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:32 transreid.train INFO: Epoch[78] Iter[140/241] Loss: 0.195, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:35 transreid.train INFO: Epoch[78] Iter[160/241] Loss: 0.194, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:38 transreid.train INFO: Epoch[78] Iter[180/241] Loss: 0.188, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:41 transreid.train INFO: Epoch[78] Iter[200/241] Loss: 0.183, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:45 transreid.train INFO: Epoch[78] Iter[220/241] Loss: 0.177, Acc: 0.992, Base Lr: 1.10e-04 +2023-08-08 14:14:46 transreid.train INFO: Epoch 78 done. Time per epoch: 36.836[s] Speed: 390.9[samples/s] +2023-08-08 14:14:50 transreid.train INFO: Epoch[79] Iter[20/241] Loss: 0.183, Acc: 0.990, Base Lr: 1.05e-04 +2023-08-08 14:14:53 transreid.train INFO: Epoch[79] Iter[40/241] Loss: 0.198, Acc: 0.990, Base Lr: 1.05e-04 +2023-08-08 14:14:56 transreid.train INFO: Epoch[79] Iter[60/241] Loss: 0.199, Acc: 0.990, Base Lr: 1.05e-04 +2023-08-08 14:14:59 transreid.train INFO: Epoch[79] Iter[80/241] Loss: 0.201, Acc: 0.990, Base Lr: 1.05e-04 +2023-08-08 14:15:02 transreid.train INFO: Epoch[79] Iter[100/241] Loss: 0.201, Acc: 0.991, Base Lr: 1.05e-04 +2023-08-08 14:15:05 transreid.train INFO: Epoch[79] Iter[120/241] Loss: 0.195, Acc: 0.991, Base Lr: 1.05e-04 +2023-08-08 14:15:09 transreid.train INFO: Epoch[79] Iter[140/241] Loss: 0.191, Acc: 0.992, Base Lr: 1.05e-04 +2023-08-08 14:15:12 transreid.train INFO: Epoch[79] Iter[160/241] Loss: 0.185, Acc: 0.992, Base Lr: 1.05e-04 +2023-08-08 14:15:15 transreid.train INFO: Epoch[79] Iter[180/241] Loss: 0.181, Acc: 0.993, Base Lr: 1.05e-04 +2023-08-08 14:15:18 transreid.train INFO: Epoch[79] Iter[200/241] Loss: 0.176, Acc: 0.993, Base Lr: 1.05e-04 +2023-08-08 14:15:21 transreid.train INFO: Epoch[79] Iter[220/241] Loss: 0.168, Acc: 0.993, Base Lr: 1.05e-04 +2023-08-08 14:15:23 transreid.train INFO: Epoch 79 done. Time per epoch: 37.193[s] Speed: 390.6[samples/s] +2023-08-08 14:15:27 transreid.train INFO: Epoch[80] Iter[20/241] Loss: 0.178, Acc: 0.992, Base Lr: 1.01e-04 +2023-08-08 14:15:30 transreid.train INFO: Epoch[80] Iter[40/241] Loss: 0.190, Acc: 0.993, Base Lr: 1.01e-04 +2023-08-08 14:15:33 transreid.train INFO: Epoch[80] Iter[60/241] Loss: 0.193, Acc: 0.992, Base Lr: 1.01e-04 +2023-08-08 14:15:36 transreid.train INFO: Epoch[80] Iter[80/241] Loss: 0.192, Acc: 0.992, Base Lr: 1.01e-04 +2023-08-08 14:15:40 transreid.train INFO: Epoch[80] Iter[100/241] Loss: 0.187, Acc: 0.993, Base Lr: 1.01e-04 +2023-08-08 14:15:43 transreid.train INFO: Epoch[80] Iter[120/241] Loss: 0.185, Acc: 0.993, Base Lr: 1.01e-04 +2023-08-08 14:15:46 transreid.train INFO: Epoch[80] Iter[140/241] Loss: 0.185, Acc: 0.993, Base Lr: 1.01e-04 +2023-08-08 14:15:49 transreid.train INFO: Epoch[80] Iter[160/241] Loss: 0.179, Acc: 0.993, Base Lr: 1.01e-04 +2023-08-08 14:15:52 transreid.train INFO: Epoch[80] Iter[180/241] Loss: 0.173, Acc: 0.994, Base Lr: 1.01e-04 +2023-08-08 14:15:55 transreid.train INFO: Epoch[80] Iter[200/241] Loss: 0.167, Acc: 0.994, Base Lr: 1.01e-04 +2023-08-08 14:15:59 transreid.train INFO: Epoch[80] Iter[220/241] Loss: 0.162, Acc: 0.994, Base Lr: 1.01e-04 +2023-08-08 14:16:00 transreid.train INFO: Epoch 80 done. Time per epoch: 37.203[s] Speed: 390.5[samples/s] +2023-08-08 14:16:04 transreid.train INFO: Epoch[81] Iter[20/241] Loss: 0.189, Acc: 0.989, Base Lr: 9.61e-05 +2023-08-08 14:16:07 transreid.train INFO: Epoch[81] Iter[40/241] Loss: 0.211, Acc: 0.988, Base Lr: 9.61e-05 +2023-08-08 14:16:10 transreid.train INFO: Epoch[81] Iter[60/241] Loss: 0.206, Acc: 0.990, Base Lr: 9.61e-05 +2023-08-08 14:16:14 transreid.train INFO: Epoch[81] Iter[80/241] Loss: 0.205, Acc: 0.990, Base Lr: 9.61e-05 +2023-08-08 14:16:17 transreid.train INFO: Epoch[81] Iter[100/241] Loss: 0.200, Acc: 0.991, Base Lr: 9.61e-05 +2023-08-08 14:16:20 transreid.train INFO: Epoch[81] Iter[120/241] Loss: 0.198, Acc: 0.992, Base Lr: 9.61e-05 +2023-08-08 14:16:23 transreid.train INFO: Epoch[81] Iter[140/241] Loss: 0.193, Acc: 0.992, Base Lr: 9.61e-05 +2023-08-08 14:16:26 transreid.train INFO: Epoch[81] Iter[160/241] Loss: 0.189, Acc: 0.992, Base Lr: 9.61e-05 +2023-08-08 14:16:30 transreid.train INFO: Epoch[81] Iter[180/241] Loss: 0.187, Acc: 0.993, Base Lr: 9.61e-05 +2023-08-08 14:16:33 transreid.train INFO: Epoch[81] Iter[200/241] Loss: 0.182, Acc: 0.993, Base Lr: 9.61e-05 +2023-08-08 14:16:36 transreid.train INFO: Epoch[81] Iter[220/241] Loss: 0.174, Acc: 0.994, Base Lr: 9.61e-05 +2023-08-08 14:16:37 transreid.train INFO: Epoch 81 done. Time per epoch: 37.269[s] Speed: 389.8[samples/s] +2023-08-08 14:16:41 transreid.train INFO: Epoch[82] Iter[20/241] Loss: 0.162, Acc: 0.995, Base Lr: 9.17e-05 +2023-08-08 14:16:44 transreid.train INFO: Epoch[82] Iter[40/241] Loss: 0.182, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:16:48 transreid.train INFO: Epoch[82] Iter[60/241] Loss: 0.188, Acc: 0.992, Base Lr: 9.17e-05 +2023-08-08 14:16:51 transreid.train INFO: Epoch[82] Iter[80/241] Loss: 0.181, Acc: 0.993, Base Lr: 9.17e-05 +2023-08-08 14:16:54 transreid.train INFO: Epoch[82] Iter[100/241] Loss: 0.174, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:16:57 transreid.train INFO: Epoch[82] Iter[120/241] Loss: 0.173, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:00 transreid.train INFO: Epoch[82] Iter[140/241] Loss: 0.170, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:04 transreid.train INFO: Epoch[82] Iter[160/241] Loss: 0.171, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:07 transreid.train INFO: Epoch[82] Iter[180/241] Loss: 0.168, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:10 transreid.train INFO: Epoch[82] Iter[200/241] Loss: 0.166, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:13 transreid.train INFO: Epoch[82] Iter[220/241] Loss: 0.161, Acc: 0.994, Base Lr: 9.17e-05 +2023-08-08 14:17:15 transreid.train INFO: Epoch 82 done. Time per epoch: 37.536[s] Speed: 388.7[samples/s] +2023-08-08 14:17:19 transreid.train INFO: Epoch[83] Iter[20/241] Loss: 0.207, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:22 transreid.train INFO: Epoch[83] Iter[40/241] Loss: 0.201, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:25 transreid.train INFO: Epoch[83] Iter[60/241] Loss: 0.201, Acc: 0.992, Base Lr: 8.73e-05 +2023-08-08 14:17:28 transreid.train INFO: Epoch[83] Iter[80/241] Loss: 0.203, Acc: 0.992, Base Lr: 8.73e-05 +2023-08-08 14:17:32 transreid.train INFO: Epoch[83] Iter[100/241] Loss: 0.199, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:35 transreid.train INFO: Epoch[83] Iter[120/241] Loss: 0.195, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:38 transreid.train INFO: Epoch[83] Iter[140/241] Loss: 0.191, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:41 transreid.train INFO: Epoch[83] Iter[160/241] Loss: 0.185, Acc: 0.993, Base Lr: 8.73e-05 +2023-08-08 14:17:44 transreid.train INFO: Epoch[83] Iter[180/241] Loss: 0.179, Acc: 0.994, Base Lr: 8.73e-05 +2023-08-08 14:17:48 transreid.train INFO: Epoch[83] Iter[200/241] Loss: 0.177, Acc: 0.994, Base Lr: 8.73e-05 +2023-08-08 14:17:51 transreid.train INFO: Epoch[83] Iter[220/241] Loss: 0.172, Acc: 0.994, Base Lr: 8.73e-05 +2023-08-08 14:17:52 transreid.train INFO: Epoch 83 done. Time per epoch: 37.291[s] Speed: 387.9[samples/s] +2023-08-08 14:17:56 transreid.train INFO: Epoch[84] Iter[20/241] Loss: 0.215, Acc: 0.989, Base Lr: 8.31e-05 +2023-08-08 14:17:59 transreid.train INFO: Epoch[84] Iter[40/241] Loss: 0.204, Acc: 0.990, Base Lr: 8.31e-05 +2023-08-08 14:18:02 transreid.train INFO: Epoch[84] Iter[60/241] Loss: 0.200, Acc: 0.991, Base Lr: 8.31e-05 +2023-08-08 14:18:06 transreid.train INFO: Epoch[84] Iter[80/241] Loss: 0.193, Acc: 0.992, Base Lr: 8.31e-05 +2023-08-08 14:18:09 transreid.train INFO: Epoch[84] Iter[100/241] Loss: 0.186, Acc: 0.992, Base Lr: 8.31e-05 +2023-08-08 14:18:12 transreid.train INFO: Epoch[84] Iter[120/241] Loss: 0.184, Acc: 0.993, Base Lr: 8.31e-05 +2023-08-08 14:18:15 transreid.train INFO: Epoch[84] Iter[140/241] Loss: 0.184, Acc: 0.993, Base Lr: 8.31e-05 +2023-08-08 14:18:19 transreid.train INFO: Epoch[84] Iter[160/241] Loss: 0.182, Acc: 0.992, Base Lr: 8.31e-05 +2023-08-08 14:18:22 transreid.train INFO: Epoch[84] Iter[180/241] Loss: 0.177, Acc: 0.992, Base Lr: 8.31e-05 +2023-08-08 14:18:25 transreid.train INFO: Epoch[84] Iter[200/241] Loss: 0.172, Acc: 0.993, Base Lr: 8.31e-05 +2023-08-08 14:18:28 transreid.train INFO: Epoch[84] Iter[220/241] Loss: 0.165, Acc: 0.993, Base Lr: 8.31e-05 +2023-08-08 14:18:29 transreid.train INFO: Epoch 84 done. Time per epoch: 37.186[s] Speed: 389.0[samples/s] +2023-08-08 14:18:33 transreid.train INFO: Epoch[85] Iter[20/241] Loss: 0.200, Acc: 0.985, Base Lr: 7.89e-05 +2023-08-08 14:18:37 transreid.train INFO: Epoch[85] Iter[40/241] Loss: 0.199, Acc: 0.988, Base Lr: 7.89e-05 +2023-08-08 14:18:40 transreid.train INFO: Epoch[85] Iter[60/241] Loss: 0.201, Acc: 0.989, Base Lr: 7.89e-05 +2023-08-08 14:18:43 transreid.train INFO: Epoch[85] Iter[80/241] Loss: 0.194, Acc: 0.990, Base Lr: 7.89e-05 +2023-08-08 14:18:46 transreid.train INFO: Epoch[85] Iter[100/241] Loss: 0.190, Acc: 0.990, Base Lr: 7.89e-05 +2023-08-08 14:18:49 transreid.train INFO: Epoch[85] Iter[120/241] Loss: 0.184, Acc: 0.991, Base Lr: 7.89e-05 +2023-08-08 14:18:52 transreid.train INFO: Epoch[85] Iter[140/241] Loss: 0.183, Acc: 0.991, Base Lr: 7.89e-05 +2023-08-08 14:18:56 transreid.train INFO: Epoch[85] Iter[160/241] Loss: 0.180, Acc: 0.992, Base Lr: 7.89e-05 +2023-08-08 14:18:59 transreid.train INFO: Epoch[85] Iter[180/241] Loss: 0.176, Acc: 0.992, Base Lr: 7.89e-05 +2023-08-08 14:19:02 transreid.train INFO: Epoch[85] Iter[200/241] Loss: 0.174, Acc: 0.992, Base Lr: 7.89e-05 +2023-08-08 14:19:05 transreid.train INFO: Epoch[85] Iter[220/241] Loss: 0.169, Acc: 0.993, Base Lr: 7.89e-05 +2023-08-08 14:19:06 transreid.train INFO: Epoch 85 done. Time per epoch: 37.078[s] Speed: 390.1[samples/s] +2023-08-08 14:19:10 transreid.train INFO: Epoch[86] Iter[20/241] Loss: 0.212, Acc: 0.991, Base Lr: 7.48e-05 +2023-08-08 14:19:14 transreid.train INFO: Epoch[86] Iter[40/241] Loss: 0.203, Acc: 0.993, Base Lr: 7.48e-05 +2023-08-08 14:19:17 transreid.train INFO: Epoch[86] Iter[60/241] Loss: 0.195, Acc: 0.995, Base Lr: 7.48e-05 +2023-08-08 14:19:20 transreid.train INFO: Epoch[86] Iter[80/241] Loss: 0.193, Acc: 0.994, Base Lr: 7.48e-05 +2023-08-08 14:19:23 transreid.train INFO: Epoch[86] Iter[100/241] Loss: 0.189, Acc: 0.993, Base Lr: 7.48e-05 +2023-08-08 14:19:26 transreid.train INFO: Epoch[86] Iter[120/241] Loss: 0.187, Acc: 0.993, Base Lr: 7.48e-05 +2023-08-08 14:19:30 transreid.train INFO: Epoch[86] Iter[140/241] Loss: 0.185, Acc: 0.993, Base Lr: 7.48e-05 +2023-08-08 14:19:33 transreid.train INFO: Epoch[86] Iter[160/241] Loss: 0.178, Acc: 0.994, Base Lr: 7.48e-05 +2023-08-08 14:19:36 transreid.train INFO: Epoch[86] Iter[180/241] Loss: 0.171, Acc: 0.994, Base Lr: 7.48e-05 +2023-08-08 14:19:39 transreid.train INFO: Epoch[86] Iter[200/241] Loss: 0.164, Acc: 0.994, Base Lr: 7.48e-05 +2023-08-08 14:19:42 transreid.train INFO: Epoch[86] Iter[220/241] Loss: 0.158, Acc: 0.995, Base Lr: 7.48e-05 +2023-08-08 14:19:44 transreid.train INFO: Epoch 86 done. Time per epoch: 37.315[s] Speed: 389.3[samples/s] +2023-08-08 14:19:48 transreid.train INFO: Epoch[87] Iter[20/241] Loss: 0.219, Acc: 0.993, Base Lr: 7.08e-05 +2023-08-08 14:19:51 transreid.train INFO: Epoch[87] Iter[40/241] Loss: 0.200, Acc: 0.991, Base Lr: 7.08e-05 +2023-08-08 14:19:54 transreid.train INFO: Epoch[87] Iter[60/241] Loss: 0.199, Acc: 0.991, Base Lr: 7.08e-05 +2023-08-08 14:19:57 transreid.train INFO: Epoch[87] Iter[80/241] Loss: 0.195, Acc: 0.992, Base Lr: 7.08e-05 +2023-08-08 14:20:01 transreid.train INFO: Epoch[87] Iter[100/241] Loss: 0.196, Acc: 0.991, Base Lr: 7.08e-05 +2023-08-08 14:20:04 transreid.train INFO: Epoch[87] Iter[120/241] Loss: 0.189, Acc: 0.991, Base Lr: 7.08e-05 +2023-08-08 14:20:07 transreid.train INFO: Epoch[87] Iter[140/241] Loss: 0.190, Acc: 0.992, Base Lr: 7.08e-05 +2023-08-08 14:20:10 transreid.train INFO: Epoch[87] Iter[160/241] Loss: 0.189, Acc: 0.992, Base Lr: 7.08e-05 +2023-08-08 14:20:13 transreid.train INFO: Epoch[87] Iter[180/241] Loss: 0.184, Acc: 0.992, Base Lr: 7.08e-05 +2023-08-08 14:20:17 transreid.train INFO: Epoch[87] Iter[200/241] Loss: 0.178, Acc: 0.992, Base Lr: 7.08e-05 +2023-08-08 14:20:20 transreid.train INFO: Epoch[87] Iter[220/241] Loss: 0.170, Acc: 0.993, Base Lr: 7.08e-05 +2023-08-08 14:20:21 transreid.train INFO: Epoch 87 done. Time per epoch: 37.176[s] Speed: 389.1[samples/s] +2023-08-08 14:20:25 transreid.train INFO: Epoch[88] Iter[20/241] Loss: 0.163, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:28 transreid.train INFO: Epoch[88] Iter[40/241] Loss: 0.175, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:31 transreid.train INFO: Epoch[88] Iter[60/241] Loss: 0.173, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:34 transreid.train INFO: Epoch[88] Iter[80/241] Loss: 0.172, Acc: 0.993, Base Lr: 6.68e-05 +2023-08-08 14:20:38 transreid.train INFO: Epoch[88] Iter[100/241] Loss: 0.168, Acc: 0.993, Base Lr: 6.68e-05 +2023-08-08 14:20:41 transreid.train INFO: Epoch[88] Iter[120/241] Loss: 0.169, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:44 transreid.train INFO: Epoch[88] Iter[140/241] Loss: 0.166, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:47 transreid.train INFO: Epoch[88] Iter[160/241] Loss: 0.163, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:50 transreid.train INFO: Epoch[88] Iter[180/241] Loss: 0.161, Acc: 0.994, Base Lr: 6.68e-05 +2023-08-08 14:20:53 transreid.train INFO: Epoch[88] Iter[200/241] Loss: 0.156, Acc: 0.995, Base Lr: 6.68e-05 +2023-08-08 14:20:57 transreid.train INFO: Epoch[88] Iter[220/241] Loss: 0.152, Acc: 0.995, Base Lr: 6.68e-05 +2023-08-08 14:20:58 transreid.train INFO: Epoch 88 done. Time per epoch: 37.154[s] Speed: 391.0[samples/s] +2023-08-08 14:21:02 transreid.train INFO: Epoch[89] Iter[20/241] Loss: 0.187, Acc: 0.995, Base Lr: 6.30e-05 +2023-08-08 14:21:05 transreid.train INFO: Epoch[89] Iter[40/241] Loss: 0.191, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:09 transreid.train INFO: Epoch[89] Iter[60/241] Loss: 0.190, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:12 transreid.train INFO: Epoch[89] Iter[80/241] Loss: 0.187, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:15 transreid.train INFO: Epoch[89] Iter[100/241] Loss: 0.186, Acc: 0.992, Base Lr: 6.30e-05 +2023-08-08 14:21:18 transreid.train INFO: Epoch[89] Iter[120/241] Loss: 0.180, Acc: 0.992, Base Lr: 6.30e-05 +2023-08-08 14:21:21 transreid.train INFO: Epoch[89] Iter[140/241] Loss: 0.175, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:25 transreid.train INFO: Epoch[89] Iter[160/241] Loss: 0.171, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:28 transreid.train INFO: Epoch[89] Iter[180/241] Loss: 0.170, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:31 transreid.train INFO: Epoch[89] Iter[200/241] Loss: 0.163, Acc: 0.993, Base Lr: 6.30e-05 +2023-08-08 14:21:34 transreid.train INFO: Epoch[89] Iter[220/241] Loss: 0.157, Acc: 0.994, Base Lr: 6.30e-05 +2023-08-08 14:21:35 transreid.train INFO: Epoch 89 done. Time per epoch: 37.511[s] Speed: 387.3[samples/s] +2023-08-08 14:21:39 transreid.train INFO: Epoch[90] Iter[20/241] Loss: 0.176, Acc: 0.995, Base Lr: 5.93e-05 +2023-08-08 14:21:43 transreid.train INFO: Epoch[90] Iter[40/241] Loss: 0.179, Acc: 0.995, Base Lr: 5.93e-05 +2023-08-08 14:21:46 transreid.train INFO: Epoch[90] Iter[60/241] Loss: 0.192, Acc: 0.991, Base Lr: 5.93e-05 +2023-08-08 14:21:49 transreid.train INFO: Epoch[90] Iter[80/241] Loss: 0.185, Acc: 0.992, Base Lr: 5.93e-05 +2023-08-08 14:21:52 transreid.train INFO: Epoch[90] Iter[100/241] Loss: 0.183, Acc: 0.992, Base Lr: 5.93e-05 +2023-08-08 14:21:56 transreid.train INFO: Epoch[90] Iter[120/241] Loss: 0.180, Acc: 0.992, Base Lr: 5.93e-05 +2023-08-08 14:21:59 transreid.train INFO: Epoch[90] Iter[140/241] Loss: 0.175, Acc: 0.993, Base Lr: 5.93e-05 +2023-08-08 14:22:02 transreid.train INFO: Epoch[90] Iter[160/241] Loss: 0.171, Acc: 0.993, Base Lr: 5.93e-05 +2023-08-08 14:22:05 transreid.train INFO: Epoch[90] Iter[180/241] Loss: 0.168, Acc: 0.992, Base Lr: 5.93e-05 +2023-08-08 14:22:08 transreid.train INFO: Epoch[90] Iter[200/241] Loss: 0.165, Acc: 0.993, Base Lr: 5.93e-05 +2023-08-08 14:22:12 transreid.train INFO: Epoch[90] Iter[220/241] Loss: 0.159, Acc: 0.993, Base Lr: 5.93e-05 +2023-08-08 14:22:13 transreid.train INFO: Epoch 90 done. Time per epoch: 37.104[s] Speed: 389.8[samples/s] +2023-08-08 14:22:17 transreid.train INFO: Epoch[91] Iter[20/241] Loss: 0.183, Acc: 0.995, Base Lr: 5.56e-05 +2023-08-08 14:22:20 transreid.train INFO: Epoch[91] Iter[40/241] Loss: 0.188, Acc: 0.995, Base Lr: 5.56e-05 +2023-08-08 14:22:23 transreid.train INFO: Epoch[91] Iter[60/241] Loss: 0.185, Acc: 0.994, Base Lr: 5.56e-05 +2023-08-08 14:22:26 transreid.train INFO: Epoch[91] Iter[80/241] Loss: 0.193, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:29 transreid.train INFO: Epoch[91] Iter[100/241] Loss: 0.193, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:33 transreid.train INFO: Epoch[91] Iter[120/241] Loss: 0.192, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:36 transreid.train INFO: Epoch[91] Iter[140/241] Loss: 0.188, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:39 transreid.train INFO: Epoch[91] Iter[160/241] Loss: 0.184, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:42 transreid.train INFO: Epoch[91] Iter[180/241] Loss: 0.180, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:45 transreid.train INFO: Epoch[91] Iter[200/241] Loss: 0.174, Acc: 0.993, Base Lr: 5.56e-05 +2023-08-08 14:22:49 transreid.train INFO: Epoch[91] Iter[220/241] Loss: 0.168, Acc: 0.994, Base Lr: 5.56e-05 +2023-08-08 14:22:50 transreid.train INFO: Epoch 91 done. Time per epoch: 36.959[s] Speed: 389.6[samples/s] +2023-08-08 14:22:54 transreid.train INFO: Epoch[92] Iter[20/241] Loss: 0.185, Acc: 0.991, Base Lr: 5.21e-05 +2023-08-08 14:22:57 transreid.train INFO: Epoch[92] Iter[40/241] Loss: 0.189, Acc: 0.992, Base Lr: 5.21e-05 +2023-08-08 14:23:00 transreid.train INFO: Epoch[92] Iter[60/241] Loss: 0.185, Acc: 0.992, Base Lr: 5.21e-05 +2023-08-08 14:23:03 transreid.train INFO: Epoch[92] Iter[80/241] Loss: 0.186, Acc: 0.992, Base Lr: 5.21e-05 +2023-08-08 14:23:06 transreid.train INFO: Epoch[92] Iter[100/241] Loss: 0.184, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:10 transreid.train INFO: Epoch[92] Iter[120/241] Loss: 0.182, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:13 transreid.train INFO: Epoch[92] Iter[140/241] Loss: 0.176, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:16 transreid.train INFO: Epoch[92] Iter[160/241] Loss: 0.174, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:19 transreid.train INFO: Epoch[92] Iter[180/241] Loss: 0.170, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:22 transreid.train INFO: Epoch[92] Iter[200/241] Loss: 0.168, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:26 transreid.train INFO: Epoch[92] Iter[220/241] Loss: 0.163, Acc: 0.993, Base Lr: 5.21e-05 +2023-08-08 14:23:27 transreid.train INFO: Epoch 92 done. Time per epoch: 37.089[s] Speed: 390.0[samples/s] +2023-08-08 14:23:31 transreid.train INFO: Epoch[93] Iter[20/241] Loss: 0.183, Acc: 0.995, Base Lr: 4.86e-05 +2023-08-08 14:23:34 transreid.train INFO: Epoch[93] Iter[40/241] Loss: 0.176, Acc: 0.994, Base Lr: 4.86e-05 +2023-08-08 14:23:37 transreid.train INFO: Epoch[93] Iter[60/241] Loss: 0.174, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:23:40 transreid.train INFO: Epoch[93] Iter[80/241] Loss: 0.177, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:23:44 transreid.train INFO: Epoch[93] Iter[100/241] Loss: 0.172, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:23:47 transreid.train INFO: Epoch[93] Iter[120/241] Loss: 0.173, Acc: 0.992, Base Lr: 4.86e-05 +2023-08-08 14:23:50 transreid.train INFO: Epoch[93] Iter[140/241] Loss: 0.175, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:23:53 transreid.train INFO: Epoch[93] Iter[160/241] Loss: 0.170, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:23:56 transreid.train INFO: Epoch[93] Iter[180/241] Loss: 0.167, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:24:00 transreid.train INFO: Epoch[93] Iter[200/241] Loss: 0.164, Acc: 0.993, Base Lr: 4.86e-05 +2023-08-08 14:24:03 transreid.train INFO: Epoch[93] Iter[220/241] Loss: 0.158, Acc: 0.994, Base Lr: 4.86e-05 +2023-08-08 14:24:04 transreid.train INFO: Epoch 93 done. Time per epoch: 37.075[s] Speed: 388.4[samples/s] +2023-08-08 14:24:08 transreid.train INFO: Epoch[94] Iter[20/241] Loss: 0.191, Acc: 0.996, Base Lr: 4.53e-05 +2023-08-08 14:24:11 transreid.train INFO: Epoch[94] Iter[40/241] Loss: 0.201, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:14 transreid.train INFO: Epoch[94] Iter[60/241] Loss: 0.191, Acc: 0.995, Base Lr: 4.53e-05 +2023-08-08 14:24:17 transreid.train INFO: Epoch[94] Iter[80/241] Loss: 0.194, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:20 transreid.train INFO: Epoch[94] Iter[100/241] Loss: 0.192, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:24 transreid.train INFO: Epoch[94] Iter[120/241] Loss: 0.186, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:27 transreid.train INFO: Epoch[94] Iter[140/241] Loss: 0.180, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:30 transreid.train INFO: Epoch[94] Iter[160/241] Loss: 0.179, Acc: 0.993, Base Lr: 4.53e-05 +2023-08-08 14:24:33 transreid.train INFO: Epoch[94] Iter[180/241] Loss: 0.175, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:37 transreid.train INFO: Epoch[94] Iter[200/241] Loss: 0.169, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:40 transreid.train INFO: Epoch[94] Iter[220/241] Loss: 0.163, Acc: 0.994, Base Lr: 4.53e-05 +2023-08-08 14:24:41 transreid.train INFO: Epoch 94 done. Time per epoch: 37.082[s] Speed: 390.1[samples/s] +2023-08-08 14:24:45 transreid.train INFO: Epoch[95] Iter[20/241] Loss: 0.178, Acc: 0.995, Base Lr: 4.20e-05 +2023-08-08 14:24:48 transreid.train INFO: Epoch[95] Iter[40/241] Loss: 0.184, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:24:51 transreid.train INFO: Epoch[95] Iter[60/241] Loss: 0.184, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:24:54 transreid.train INFO: Epoch[95] Iter[80/241] Loss: 0.180, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:24:57 transreid.train INFO: Epoch[95] Iter[100/241] Loss: 0.179, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:01 transreid.train INFO: Epoch[95] Iter[120/241] Loss: 0.178, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:04 transreid.train INFO: Epoch[95] Iter[140/241] Loss: 0.177, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:07 transreid.train INFO: Epoch[95] Iter[160/241] Loss: 0.171, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:10 transreid.train INFO: Epoch[95] Iter[180/241] Loss: 0.168, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:13 transreid.train INFO: Epoch[95] Iter[200/241] Loss: 0.166, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:17 transreid.train INFO: Epoch[95] Iter[220/241] Loss: 0.159, Acc: 0.993, Base Lr: 4.20e-05 +2023-08-08 14:25:18 transreid.train INFO: Epoch 95 done. Time per epoch: 36.826[s] Speed: 391.0[samples/s] +2023-08-08 14:25:22 transreid.train INFO: Epoch[96] Iter[20/241] Loss: 0.193, Acc: 0.994, Base Lr: 3.89e-05 +2023-08-08 14:25:25 transreid.train INFO: Epoch[96] Iter[40/241] Loss: 0.184, Acc: 0.994, Base Lr: 3.89e-05 +2023-08-08 14:25:28 transreid.train INFO: Epoch[96] Iter[60/241] Loss: 0.186, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:31 transreid.train INFO: Epoch[96] Iter[80/241] Loss: 0.179, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:35 transreid.train INFO: Epoch[96] Iter[100/241] Loss: 0.176, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:38 transreid.train INFO: Epoch[96] Iter[120/241] Loss: 0.173, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:41 transreid.train INFO: Epoch[96] Iter[140/241] Loss: 0.166, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:44 transreid.train INFO: Epoch[96] Iter[160/241] Loss: 0.161, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:47 transreid.train INFO: Epoch[96] Iter[180/241] Loss: 0.159, Acc: 0.993, Base Lr: 3.89e-05 +2023-08-08 14:25:51 transreid.train INFO: Epoch[96] Iter[200/241] Loss: 0.155, Acc: 0.994, Base Lr: 3.89e-05 +2023-08-08 14:25:54 transreid.train INFO: Epoch[96] Iter[220/241] Loss: 0.149, Acc: 0.994, Base Lr: 3.89e-05 +2023-08-08 14:25:55 transreid.train INFO: Epoch 96 done. Time per epoch: 37.278[s] Speed: 388.0[samples/s] +2023-08-08 14:25:59 transreid.train INFO: Epoch[97] Iter[20/241] Loss: 0.155, Acc: 0.997, Base Lr: 3.59e-05 +2023-08-08 14:26:02 transreid.train INFO: Epoch[97] Iter[40/241] Loss: 0.158, Acc: 0.996, Base Lr: 3.59e-05 +2023-08-08 14:26:05 transreid.train INFO: Epoch[97] Iter[60/241] Loss: 0.166, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:08 transreid.train INFO: Epoch[97] Iter[80/241] Loss: 0.171, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:12 transreid.train INFO: Epoch[97] Iter[100/241] Loss: 0.171, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:15 transreid.train INFO: Epoch[97] Iter[120/241] Loss: 0.165, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:18 transreid.train INFO: Epoch[97] Iter[140/241] Loss: 0.163, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:21 transreid.train INFO: Epoch[97] Iter[160/241] Loss: 0.165, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:24 transreid.train INFO: Epoch[97] Iter[180/241] Loss: 0.163, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:28 transreid.train INFO: Epoch[97] Iter[200/241] Loss: 0.157, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:31 transreid.train INFO: Epoch[97] Iter[220/241] Loss: 0.151, Acc: 0.994, Base Lr: 3.59e-05 +2023-08-08 14:26:32 transreid.train INFO: Epoch 97 done. Time per epoch: 36.927[s] Speed: 391.7[samples/s] +2023-08-08 14:26:36 transreid.train INFO: Epoch[98] Iter[20/241] Loss: 0.177, Acc: 0.992, Base Lr: 3.30e-05 +2023-08-08 14:26:39 transreid.train INFO: Epoch[98] Iter[40/241] Loss: 0.181, Acc: 0.993, Base Lr: 3.30e-05 +2023-08-08 14:26:42 transreid.train INFO: Epoch[98] Iter[60/241] Loss: 0.171, Acc: 0.993, Base Lr: 3.30e-05 +2023-08-08 14:26:45 transreid.train INFO: Epoch[98] Iter[80/241] Loss: 0.171, Acc: 0.993, Base Lr: 3.30e-05 +2023-08-08 14:26:49 transreid.train INFO: Epoch[98] Iter[100/241] Loss: 0.173, Acc: 0.993, Base Lr: 3.30e-05 +2023-08-08 14:26:52 transreid.train INFO: Epoch[98] Iter[120/241] Loss: 0.172, Acc: 0.994, Base Lr: 3.30e-05 +2023-08-08 14:26:55 transreid.train INFO: Epoch[98] Iter[140/241] Loss: 0.172, Acc: 0.993, Base Lr: 3.30e-05 +2023-08-08 14:26:58 transreid.train INFO: Epoch[98] Iter[160/241] Loss: 0.168, Acc: 0.994, Base Lr: 3.30e-05 +2023-08-08 14:27:01 transreid.train INFO: Epoch[98] Iter[180/241] Loss: 0.161, Acc: 0.994, Base Lr: 3.30e-05 +2023-08-08 14:27:05 transreid.train INFO: Epoch[98] Iter[200/241] Loss: 0.158, Acc: 0.994, Base Lr: 3.30e-05 +2023-08-08 14:27:08 transreid.train INFO: Epoch[98] Iter[220/241] Loss: 0.151, Acc: 0.994, Base Lr: 3.30e-05 +2023-08-08 14:27:09 transreid.train INFO: Epoch 98 done. Time per epoch: 37.216[s] Speed: 390.4[samples/s] +2023-08-08 14:27:13 transreid.train INFO: Epoch[99] Iter[20/241] Loss: 0.161, Acc: 0.995, Base Lr: 3.02e-05 +2023-08-08 14:27:16 transreid.train INFO: Epoch[99] Iter[40/241] Loss: 0.173, Acc: 0.993, Base Lr: 3.02e-05 +2023-08-08 14:27:19 transreid.train INFO: Epoch[99] Iter[60/241] Loss: 0.180, Acc: 0.992, Base Lr: 3.02e-05 +2023-08-08 14:27:23 transreid.train INFO: Epoch[99] Iter[80/241] Loss: 0.189, Acc: 0.991, Base Lr: 3.02e-05 +2023-08-08 14:27:26 transreid.train INFO: Epoch[99] Iter[100/241] Loss: 0.184, Acc: 0.991, Base Lr: 3.02e-05 +2023-08-08 14:27:29 transreid.train INFO: Epoch[99] Iter[120/241] Loss: 0.182, Acc: 0.992, Base Lr: 3.02e-05 +2023-08-08 14:27:32 transreid.train INFO: Epoch[99] Iter[140/241] Loss: 0.179, Acc: 0.992, Base Lr: 3.02e-05 +2023-08-08 14:27:35 transreid.train INFO: Epoch[99] Iter[160/241] Loss: 0.173, Acc: 0.992, Base Lr: 3.02e-05 +2023-08-08 14:27:39 transreid.train INFO: Epoch[99] Iter[180/241] Loss: 0.170, Acc: 0.993, Base Lr: 3.02e-05 +2023-08-08 14:27:42 transreid.train INFO: Epoch[99] Iter[200/241] Loss: 0.164, Acc: 0.993, Base Lr: 3.02e-05 +2023-08-08 14:27:45 transreid.train INFO: Epoch[99] Iter[220/241] Loss: 0.157, Acc: 0.993, Base Lr: 3.02e-05 +2023-08-08 14:27:46 transreid.train INFO: Epoch 99 done. Time per epoch: 37.142[s] Speed: 389.4[samples/s] +2023-08-08 14:27:50 transreid.train INFO: Epoch[100] Iter[20/241] Loss: 0.150, Acc: 0.997, Base Lr: 2.75e-05 +2023-08-08 14:27:53 transreid.train INFO: Epoch[100] Iter[40/241] Loss: 0.159, Acc: 0.997, Base Lr: 2.75e-05 +2023-08-08 14:27:57 transreid.train INFO: Epoch[100] Iter[60/241] Loss: 0.163, Acc: 0.996, Base Lr: 2.75e-05 +2023-08-08 14:28:00 transreid.train INFO: Epoch[100] Iter[80/241] Loss: 0.163, Acc: 0.996, Base Lr: 2.75e-05 +2023-08-08 14:28:03 transreid.train INFO: Epoch[100] Iter[100/241] Loss: 0.164, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:06 transreid.train INFO: Epoch[100] Iter[120/241] Loss: 0.161, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:10 transreid.train INFO: Epoch[100] Iter[140/241] Loss: 0.157, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:13 transreid.train INFO: Epoch[100] Iter[160/241] Loss: 0.156, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:16 transreid.train INFO: Epoch[100] Iter[180/241] Loss: 0.156, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:19 transreid.train INFO: Epoch[100] Iter[200/241] Loss: 0.153, Acc: 0.994, Base Lr: 2.75e-05 +2023-08-08 14:28:22 transreid.train INFO: Epoch[100] Iter[220/241] Loss: 0.148, Acc: 0.995, Base Lr: 2.75e-05 +2023-08-08 14:28:23 transreid.train INFO: Epoch 100 done. Time per epoch: 37.258[s] Speed: 388.2[samples/s] +2023-08-08 14:28:27 transreid.train INFO: Epoch[101] Iter[20/241] Loss: 0.161, Acc: 0.995, Base Lr: 2.50e-05 +2023-08-08 14:28:31 transreid.train INFO: Epoch[101] Iter[40/241] Loss: 0.162, Acc: 0.995, Base Lr: 2.50e-05 +2023-08-08 14:28:34 transreid.train INFO: Epoch[101] Iter[60/241] Loss: 0.162, Acc: 0.995, Base Lr: 2.50e-05 +2023-08-08 14:28:37 transreid.train INFO: Epoch[101] Iter[80/241] Loss: 0.164, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:40 transreid.train INFO: Epoch[101] Iter[100/241] Loss: 0.170, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:44 transreid.train INFO: Epoch[101] Iter[120/241] Loss: 0.168, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:47 transreid.train INFO: Epoch[101] Iter[140/241] Loss: 0.166, Acc: 0.995, Base Lr: 2.50e-05 +2023-08-08 14:28:50 transreid.train INFO: Epoch[101] Iter[160/241] Loss: 0.161, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:53 transreid.train INFO: Epoch[101] Iter[180/241] Loss: 0.158, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:56 transreid.train INFO: Epoch[101] Iter[200/241] Loss: 0.153, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:28:59 transreid.train INFO: Epoch[101] Iter[220/241] Loss: 0.147, Acc: 0.994, Base Lr: 2.50e-05 +2023-08-08 14:29:01 transreid.train INFO: Epoch 101 done. Time per epoch: 37.150[s] Speed: 389.3[samples/s] +2023-08-08 14:29:05 transreid.train INFO: Epoch[102] Iter[20/241] Loss: 0.172, Acc: 0.993, Base Lr: 2.26e-05 +2023-08-08 14:29:08 transreid.train INFO: Epoch[102] Iter[40/241] Loss: 0.172, Acc: 0.995, Base Lr: 2.26e-05 +2023-08-08 14:29:11 transreid.train INFO: Epoch[102] Iter[60/241] Loss: 0.170, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:14 transreid.train INFO: Epoch[102] Iter[80/241] Loss: 0.171, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:17 transreid.train INFO: Epoch[102] Iter[100/241] Loss: 0.171, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:20 transreid.train INFO: Epoch[102] Iter[120/241] Loss: 0.168, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:24 transreid.train INFO: Epoch[102] Iter[140/241] Loss: 0.170, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:27 transreid.train INFO: Epoch[102] Iter[160/241] Loss: 0.166, Acc: 0.995, Base Lr: 2.26e-05 +2023-08-08 14:29:30 transreid.train INFO: Epoch[102] Iter[180/241] Loss: 0.163, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:33 transreid.train INFO: Epoch[102] Iter[200/241] Loss: 0.159, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:37 transreid.train INFO: Epoch[102] Iter[220/241] Loss: 0.153, Acc: 0.994, Base Lr: 2.26e-05 +2023-08-08 14:29:38 transreid.train INFO: Epoch 102 done. Time per epoch: 37.027[s] Speed: 390.6[samples/s] +2023-08-08 14:29:42 transreid.train INFO: Epoch[103] Iter[20/241] Loss: 0.178, Acc: 0.991, Base Lr: 2.02e-05 +2023-08-08 14:29:45 transreid.train INFO: Epoch[103] Iter[40/241] Loss: 0.185, Acc: 0.993, Base Lr: 2.02e-05 +2023-08-08 14:29:48 transreid.train INFO: Epoch[103] Iter[60/241] Loss: 0.191, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:29:51 transreid.train INFO: Epoch[103] Iter[80/241] Loss: 0.187, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:29:55 transreid.train INFO: Epoch[103] Iter[100/241] Loss: 0.188, Acc: 0.991, Base Lr: 2.02e-05 +2023-08-08 14:29:58 transreid.train INFO: Epoch[103] Iter[120/241] Loss: 0.178, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:30:01 transreid.train INFO: Epoch[103] Iter[140/241] Loss: 0.171, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:30:04 transreid.train INFO: Epoch[103] Iter[160/241] Loss: 0.168, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:30:07 transreid.train INFO: Epoch[103] Iter[180/241] Loss: 0.163, Acc: 0.992, Base Lr: 2.02e-05 +2023-08-08 14:30:11 transreid.train INFO: Epoch[103] Iter[200/241] Loss: 0.158, Acc: 0.993, Base Lr: 2.02e-05 +2023-08-08 14:30:14 transreid.train INFO: Epoch[103] Iter[220/241] Loss: 0.151, Acc: 0.993, Base Lr: 2.02e-05 +2023-08-08 14:30:15 transreid.train INFO: Epoch 103 done. Time per epoch: 37.263[s] Speed: 388.2[samples/s] +2023-08-08 14:30:19 transreid.train INFO: Epoch[104] Iter[20/241] Loss: 0.195, Acc: 0.990, Base Lr: 1.81e-05 +2023-08-08 14:30:22 transreid.train INFO: Epoch[104] Iter[40/241] Loss: 0.182, Acc: 0.992, Base Lr: 1.81e-05 +2023-08-08 14:30:25 transreid.train INFO: Epoch[104] Iter[60/241] Loss: 0.186, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:28 transreid.train INFO: Epoch[104] Iter[80/241] Loss: 0.185, Acc: 0.994, Base Lr: 1.81e-05 +2023-08-08 14:30:32 transreid.train INFO: Epoch[104] Iter[100/241] Loss: 0.181, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:35 transreid.train INFO: Epoch[104] Iter[120/241] Loss: 0.180, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:38 transreid.train INFO: Epoch[104] Iter[140/241] Loss: 0.175, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:41 transreid.train INFO: Epoch[104] Iter[160/241] Loss: 0.169, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:45 transreid.train INFO: Epoch[104] Iter[180/241] Loss: 0.163, Acc: 0.993, Base Lr: 1.81e-05 +2023-08-08 14:30:48 transreid.train INFO: Epoch[104] Iter[200/241] Loss: 0.157, Acc: 0.994, Base Lr: 1.81e-05 +2023-08-08 14:30:51 transreid.train INFO: Epoch[104] Iter[220/241] Loss: 0.152, Acc: 0.994, Base Lr: 1.81e-05 +2023-08-08 14:30:52 transreid.train INFO: Epoch 104 done. Time per epoch: 37.334[s] Speed: 389.1[samples/s] +2023-08-08 14:30:56 transreid.train INFO: Epoch[105] Iter[20/241] Loss: 0.198, Acc: 0.995, Base Lr: 1.60e-05 +2023-08-08 14:30:59 transreid.train INFO: Epoch[105] Iter[40/241] Loss: 0.174, Acc: 0.996, Base Lr: 1.60e-05 +2023-08-08 14:31:03 transreid.train INFO: Epoch[105] Iter[60/241] Loss: 0.180, Acc: 0.994, Base Lr: 1.60e-05 +2023-08-08 14:31:06 transreid.train INFO: Epoch[105] Iter[80/241] Loss: 0.183, Acc: 0.993, Base Lr: 1.60e-05 +2023-08-08 14:31:09 transreid.train INFO: Epoch[105] Iter[100/241] Loss: 0.179, Acc: 0.993, Base Lr: 1.60e-05 +2023-08-08 14:31:12 transreid.train INFO: Epoch[105] Iter[120/241] Loss: 0.177, Acc: 0.993, Base Lr: 1.60e-05 +2023-08-08 14:31:15 transreid.train INFO: Epoch[105] Iter[140/241] Loss: 0.172, Acc: 0.993, Base Lr: 1.60e-05 +2023-08-08 14:31:19 transreid.train INFO: Epoch[105] Iter[160/241] Loss: 0.168, Acc: 0.994, Base Lr: 1.60e-05 +2023-08-08 14:31:22 transreid.train INFO: Epoch[105] Iter[180/241] Loss: 0.164, Acc: 0.994, Base Lr: 1.60e-05 +2023-08-08 14:31:25 transreid.train INFO: Epoch[105] Iter[200/241] Loss: 0.159, Acc: 0.994, Base Lr: 1.60e-05 +2023-08-08 14:31:28 transreid.train INFO: Epoch[105] Iter[220/241] Loss: 0.154, Acc: 0.994, Base Lr: 1.60e-05 +2023-08-08 14:31:29 transreid.train INFO: Epoch 105 done. Time per epoch: 37.148[s] Speed: 389.4[samples/s] +2023-08-08 14:31:33 transreid.train INFO: Epoch[106] Iter[20/241] Loss: 0.199, Acc: 0.991, Base Lr: 1.41e-05 +2023-08-08 14:31:37 transreid.train INFO: Epoch[106] Iter[40/241] Loss: 0.186, Acc: 0.993, Base Lr: 1.41e-05 +2023-08-08 14:31:40 transreid.train INFO: Epoch[106] Iter[60/241] Loss: 0.183, Acc: 0.993, Base Lr: 1.41e-05 +2023-08-08 14:31:43 transreid.train INFO: Epoch[106] Iter[80/241] Loss: 0.174, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:31:46 transreid.train INFO: Epoch[106] Iter[100/241] Loss: 0.173, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:31:49 transreid.train INFO: Epoch[106] Iter[120/241] Loss: 0.170, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:31:53 transreid.train INFO: Epoch[106] Iter[140/241] Loss: 0.167, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:31:56 transreid.train INFO: Epoch[106] Iter[160/241] Loss: 0.164, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:31:59 transreid.train INFO: Epoch[106] Iter[180/241] Loss: 0.160, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:32:02 transreid.train INFO: Epoch[106] Iter[200/241] Loss: 0.157, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:32:05 transreid.train INFO: Epoch[106] Iter[220/241] Loss: 0.150, Acc: 0.994, Base Lr: 1.41e-05 +2023-08-08 14:32:06 transreid.train INFO: Epoch 106 done. Time per epoch: 37.007[s] Speed: 390.9[samples/s] +2023-08-08 14:32:10 transreid.train INFO: Epoch[107] Iter[20/241] Loss: 0.173, Acc: 0.994, Base Lr: 1.22e-05 +2023-08-08 14:32:14 transreid.train INFO: Epoch[107] Iter[40/241] Loss: 0.187, Acc: 0.991, Base Lr: 1.22e-05 +2023-08-08 14:32:17 transreid.train INFO: Epoch[107] Iter[60/241] Loss: 0.182, Acc: 0.991, Base Lr: 1.22e-05 +2023-08-08 14:32:20 transreid.train INFO: Epoch[107] Iter[80/241] Loss: 0.187, Acc: 0.991, Base Lr: 1.22e-05 +2023-08-08 14:32:23 transreid.train INFO: Epoch[107] Iter[100/241] Loss: 0.186, Acc: 0.992, Base Lr: 1.22e-05 +2023-08-08 14:32:27 transreid.train INFO: Epoch[107] Iter[120/241] Loss: 0.179, Acc: 0.992, Base Lr: 1.22e-05 +2023-08-08 14:32:30 transreid.train INFO: Epoch[107] Iter[140/241] Loss: 0.176, Acc: 0.992, Base Lr: 1.22e-05 +2023-08-08 14:32:33 transreid.train INFO: Epoch[107] Iter[160/241] Loss: 0.173, Acc: 0.992, Base Lr: 1.22e-05 +2023-08-08 14:32:36 transreid.train INFO: Epoch[107] Iter[180/241] Loss: 0.165, Acc: 0.993, Base Lr: 1.22e-05 +2023-08-08 14:32:39 transreid.train INFO: Epoch[107] Iter[200/241] Loss: 0.161, Acc: 0.993, Base Lr: 1.22e-05 +2023-08-08 14:32:43 transreid.train INFO: Epoch[107] Iter[220/241] Loss: 0.156, Acc: 0.993, Base Lr: 1.22e-05 +2023-08-08 14:32:44 transreid.train INFO: Epoch 107 done. Time per epoch: 37.347[s] Speed: 385.6[samples/s] +2023-08-08 14:32:48 transreid.train INFO: Epoch[108] Iter[20/241] Loss: 0.167, Acc: 0.995, Base Lr: 1.06e-05 +2023-08-08 14:32:51 transreid.train INFO: Epoch[108] Iter[40/241] Loss: 0.177, Acc: 0.993, Base Lr: 1.06e-05 +2023-08-08 14:32:54 transreid.train INFO: Epoch[108] Iter[60/241] Loss: 0.171, Acc: 0.993, Base Lr: 1.06e-05 +2023-08-08 14:32:57 transreid.train INFO: Epoch[108] Iter[80/241] Loss: 0.166, Acc: 0.994, Base Lr: 1.06e-05 +2023-08-08 14:33:01 transreid.train INFO: Epoch[108] Iter[100/241] Loss: 0.165, Acc: 0.993, Base Lr: 1.06e-05 +2023-08-08 14:33:04 transreid.train INFO: Epoch[108] Iter[120/241] Loss: 0.164, Acc: 0.993, Base Lr: 1.06e-05 +2023-08-08 14:33:07 transreid.train INFO: Epoch[108] Iter[140/241] Loss: 0.161, Acc: 0.994, Base Lr: 1.06e-05 +2023-08-08 14:33:10 transreid.train INFO: Epoch[108] Iter[160/241] Loss: 0.161, Acc: 0.993, Base Lr: 1.06e-05 +2023-08-08 14:33:13 transreid.train INFO: Epoch[108] Iter[180/241] Loss: 0.156, Acc: 0.994, Base Lr: 1.06e-05 +2023-08-08 14:33:17 transreid.train INFO: Epoch[108] Iter[200/241] Loss: 0.151, Acc: 0.994, Base Lr: 1.06e-05 +2023-08-08 14:33:20 transreid.train INFO: Epoch[108] Iter[220/241] Loss: 0.144, Acc: 0.994, Base Lr: 1.06e-05 +2023-08-08 14:33:21 transreid.train INFO: Epoch 108 done. Time per epoch: 37.147[s] Speed: 387.6[samples/s] +2023-08-08 14:33:25 transreid.train INFO: Epoch[109] Iter[20/241] Loss: 0.159, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:28 transreid.train INFO: Epoch[109] Iter[40/241] Loss: 0.167, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:31 transreid.train INFO: Epoch[109] Iter[60/241] Loss: 0.171, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:35 transreid.train INFO: Epoch[109] Iter[80/241] Loss: 0.166, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:38 transreid.train INFO: Epoch[109] Iter[100/241] Loss: 0.169, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:41 transreid.train INFO: Epoch[109] Iter[120/241] Loss: 0.167, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:44 transreid.train INFO: Epoch[109] Iter[140/241] Loss: 0.165, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:47 transreid.train INFO: Epoch[109] Iter[160/241] Loss: 0.161, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:51 transreid.train INFO: Epoch[109] Iter[180/241] Loss: 0.158, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:54 transreid.train INFO: Epoch[109] Iter[200/241] Loss: 0.154, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:57 transreid.train INFO: Epoch[109] Iter[220/241] Loss: 0.148, Acc: 0.995, Base Lr: 9.02e-06 +2023-08-08 14:33:58 transreid.train INFO: Epoch 109 done. Time per epoch: 37.479[s] Speed: 387.6[samples/s] +2023-08-08 14:34:02 transreid.train INFO: Epoch[110] Iter[20/241] Loss: 0.157, Acc: 0.996, Base Lr: 7.60e-06 +2023-08-08 14:34:06 transreid.train INFO: Epoch[110] Iter[40/241] Loss: 0.161, Acc: 0.995, Base Lr: 7.60e-06 +2023-08-08 14:34:09 transreid.train INFO: Epoch[110] Iter[60/241] Loss: 0.162, Acc: 0.995, Base Lr: 7.60e-06 +2023-08-08 14:34:12 transreid.train INFO: Epoch[110] Iter[80/241] Loss: 0.166, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:15 transreid.train INFO: Epoch[110] Iter[100/241] Loss: 0.166, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:18 transreid.train INFO: Epoch[110] Iter[120/241] Loss: 0.163, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:21 transreid.train INFO: Epoch[110] Iter[140/241] Loss: 0.161, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:25 transreid.train INFO: Epoch[110] Iter[160/241] Loss: 0.161, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:28 transreid.train INFO: Epoch[110] Iter[180/241] Loss: 0.155, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:31 transreid.train INFO: Epoch[110] Iter[200/241] Loss: 0.151, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:34 transreid.train INFO: Epoch[110] Iter[220/241] Loss: 0.147, Acc: 0.994, Base Lr: 7.60e-06 +2023-08-08 14:34:35 transreid.train INFO: Epoch 110 done. Time per epoch: 37.066[s] Speed: 390.2[samples/s] +2023-08-08 14:34:39 transreid.train INFO: Epoch[111] Iter[20/241] Loss: 0.177, Acc: 0.990, Base Lr: 6.31e-06 +2023-08-08 14:34:43 transreid.train INFO: Epoch[111] Iter[40/241] Loss: 0.171, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:34:46 transreid.train INFO: Epoch[111] Iter[60/241] Loss: 0.179, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:34:49 transreid.train INFO: Epoch[111] Iter[80/241] Loss: 0.180, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:34:52 transreid.train INFO: Epoch[111] Iter[100/241] Loss: 0.178, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:34:56 transreid.train INFO: Epoch[111] Iter[120/241] Loss: 0.176, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:34:59 transreid.train INFO: Epoch[111] Iter[140/241] Loss: 0.176, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:35:02 transreid.train INFO: Epoch[111] Iter[160/241] Loss: 0.172, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:35:05 transreid.train INFO: Epoch[111] Iter[180/241] Loss: 0.167, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:35:08 transreid.train INFO: Epoch[111] Iter[200/241] Loss: 0.162, Acc: 0.993, Base Lr: 6.31e-06 +2023-08-08 14:35:11 transreid.train INFO: Epoch[111] Iter[220/241] Loss: 0.154, Acc: 0.994, Base Lr: 6.31e-06 +2023-08-08 14:35:12 transreid.train INFO: Epoch 111 done. Time per epoch: 36.968[s] Speed: 389.5[samples/s] +2023-08-08 14:35:16 transreid.train INFO: Epoch[112] Iter[20/241] Loss: 0.171, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:20 transreid.train INFO: Epoch[112] Iter[40/241] Loss: 0.181, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:23 transreid.train INFO: Epoch[112] Iter[60/241] Loss: 0.182, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:26 transreid.train INFO: Epoch[112] Iter[80/241] Loss: 0.177, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:29 transreid.train INFO: Epoch[112] Iter[100/241] Loss: 0.177, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:32 transreid.train INFO: Epoch[112] Iter[120/241] Loss: 0.174, Acc: 0.993, Base Lr: 5.16e-06 +2023-08-08 14:35:36 transreid.train INFO: Epoch[112] Iter[140/241] Loss: 0.171, Acc: 0.994, Base Lr: 5.16e-06 +2023-08-08 14:35:39 transreid.train INFO: Epoch[112] Iter[160/241] Loss: 0.170, Acc: 0.994, Base Lr: 5.16e-06 +2023-08-08 14:35:42 transreid.train INFO: Epoch[112] Iter[180/241] Loss: 0.166, Acc: 0.994, Base Lr: 5.16e-06 +2023-08-08 14:35:45 transreid.train INFO: Epoch[112] Iter[200/241] Loss: 0.159, Acc: 0.994, Base Lr: 5.16e-06 +2023-08-08 14:35:48 transreid.train INFO: Epoch[112] Iter[220/241] Loss: 0.153, Acc: 0.994, Base Lr: 5.16e-06 +2023-08-08 14:35:49 transreid.train INFO: Epoch 112 done. Time per epoch: 37.009[s] Speed: 390.8[samples/s] +2023-08-08 14:35:53 transreid.train INFO: Epoch[113] Iter[20/241] Loss: 0.156, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:35:57 transreid.train INFO: Epoch[113] Iter[40/241] Loss: 0.156, Acc: 0.997, Base Lr: 4.14e-06 +2023-08-08 14:36:00 transreid.train INFO: Epoch[113] Iter[60/241] Loss: 0.152, Acc: 0.997, Base Lr: 4.14e-06 +2023-08-08 14:36:03 transreid.train INFO: Epoch[113] Iter[80/241] Loss: 0.158, Acc: 0.996, Base Lr: 4.14e-06 +2023-08-08 14:36:06 transreid.train INFO: Epoch[113] Iter[100/241] Loss: 0.157, Acc: 0.996, Base Lr: 4.14e-06 +2023-08-08 14:36:09 transreid.train INFO: Epoch[113] Iter[120/241] Loss: 0.158, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:13 transreid.train INFO: Epoch[113] Iter[140/241] Loss: 0.160, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:16 transreid.train INFO: Epoch[113] Iter[160/241] Loss: 0.155, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:19 transreid.train INFO: Epoch[113] Iter[180/241] Loss: 0.152, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:22 transreid.train INFO: Epoch[113] Iter[200/241] Loss: 0.150, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:25 transreid.train INFO: Epoch[113] Iter[220/241] Loss: 0.144, Acc: 0.995, Base Lr: 4.14e-06 +2023-08-08 14:36:26 transreid.train INFO: Epoch 113 done. Time per epoch: 36.995[s] Speed: 391.0[samples/s] +2023-08-08 14:36:30 transreid.train INFO: Epoch[114] Iter[20/241] Loss: 0.181, Acc: 0.995, Base Lr: 3.26e-06 +2023-08-08 14:36:34 transreid.train INFO: Epoch[114] Iter[40/241] Loss: 0.177, Acc: 0.995, Base Lr: 3.26e-06 +2023-08-08 14:36:37 transreid.train INFO: Epoch[114] Iter[60/241] Loss: 0.181, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:40 transreid.train INFO: Epoch[114] Iter[80/241] Loss: 0.184, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:43 transreid.train INFO: Epoch[114] Iter[100/241] Loss: 0.176, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:46 transreid.train INFO: Epoch[114] Iter[120/241] Loss: 0.173, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:50 transreid.train INFO: Epoch[114] Iter[140/241] Loss: 0.168, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:53 transreid.train INFO: Epoch[114] Iter[160/241] Loss: 0.166, Acc: 0.993, Base Lr: 3.26e-06 +2023-08-08 14:36:56 transreid.train INFO: Epoch[114] Iter[180/241] Loss: 0.161, Acc: 0.994, Base Lr: 3.26e-06 +2023-08-08 14:36:59 transreid.train INFO: Epoch[114] Iter[200/241] Loss: 0.157, Acc: 0.994, Base Lr: 3.26e-06 +2023-08-08 14:37:02 transreid.train INFO: Epoch[114] Iter[220/241] Loss: 0.149, Acc: 0.994, Base Lr: 3.26e-06 +2023-08-08 14:37:04 transreid.train INFO: Epoch 114 done. Time per epoch: 37.334[s] Speed: 389.1[samples/s] +2023-08-08 14:37:08 transreid.train INFO: Epoch[115] Iter[20/241] Loss: 0.171, Acc: 0.991, Base Lr: 2.51e-06 +2023-08-08 14:37:11 transreid.train INFO: Epoch[115] Iter[40/241] Loss: 0.182, Acc: 0.992, Base Lr: 2.51e-06 +2023-08-08 14:37:14 transreid.train INFO: Epoch[115] Iter[60/241] Loss: 0.171, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:17 transreid.train INFO: Epoch[115] Iter[80/241] Loss: 0.165, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:21 transreid.train INFO: Epoch[115] Iter[100/241] Loss: 0.161, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:24 transreid.train INFO: Epoch[115] Iter[120/241] Loss: 0.158, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:27 transreid.train INFO: Epoch[115] Iter[140/241] Loss: 0.154, Acc: 0.995, Base Lr: 2.51e-06 +2023-08-08 14:37:30 transreid.train INFO: Epoch[115] Iter[160/241] Loss: 0.153, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:33 transreid.train INFO: Epoch[115] Iter[180/241] Loss: 0.148, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:37 transreid.train INFO: Epoch[115] Iter[200/241] Loss: 0.145, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:40 transreid.train INFO: Epoch[115] Iter[220/241] Loss: 0.139, Acc: 0.994, Base Lr: 2.51e-06 +2023-08-08 14:37:41 transreid.train INFO: Epoch 115 done. Time per epoch: 37.154[s] Speed: 389.3[samples/s] +2023-08-08 14:37:45 transreid.train INFO: Epoch[116] Iter[20/241] Loss: 0.159, Acc: 0.995, Base Lr: 1.89e-06 +2023-08-08 14:37:48 transreid.train INFO: Epoch[116] Iter[40/241] Loss: 0.167, Acc: 0.995, Base Lr: 1.89e-06 +2023-08-08 14:37:51 transreid.train INFO: Epoch[116] Iter[60/241] Loss: 0.169, Acc: 0.996, Base Lr: 1.89e-06 +2023-08-08 14:37:54 transreid.train INFO: Epoch[116] Iter[80/241] Loss: 0.165, Acc: 0.996, Base Lr: 1.89e-06 +2023-08-08 14:37:58 transreid.train INFO: Epoch[116] Iter[100/241] Loss: 0.164, Acc: 0.994, Base Lr: 1.89e-06 +2023-08-08 14:38:01 transreid.train INFO: Epoch[116] Iter[120/241] Loss: 0.160, Acc: 0.995, Base Lr: 1.89e-06 +2023-08-08 14:38:04 transreid.train INFO: Epoch[116] Iter[140/241] Loss: 0.156, Acc: 0.995, Base Lr: 1.89e-06 +2023-08-08 14:38:07 transreid.train INFO: Epoch[116] Iter[160/241] Loss: 0.157, Acc: 0.994, Base Lr: 1.89e-06 +2023-08-08 14:38:11 transreid.train INFO: Epoch[116] Iter[180/241] Loss: 0.155, Acc: 0.993, Base Lr: 1.89e-06 +2023-08-08 14:38:14 transreid.train INFO: Epoch[116] Iter[200/241] Loss: 0.150, Acc: 0.994, Base Lr: 1.89e-06 +2023-08-08 14:38:17 transreid.train INFO: Epoch[116] Iter[220/241] Loss: 0.144, Acc: 0.994, Base Lr: 1.89e-06 +2023-08-08 14:38:18 transreid.train INFO: Epoch 116 done. Time per epoch: 37.187[s] Speed: 389.0[samples/s] +2023-08-08 14:38:22 transreid.train INFO: Epoch[117] Iter[20/241] Loss: 0.169, Acc: 0.993, Base Lr: 1.42e-06 +2023-08-08 14:38:25 transreid.train INFO: Epoch[117] Iter[40/241] Loss: 0.162, Acc: 0.993, Base Lr: 1.42e-06 +2023-08-08 14:38:28 transreid.train INFO: Epoch[117] Iter[60/241] Loss: 0.169, Acc: 0.993, Base Lr: 1.42e-06 +2023-08-08 14:38:32 transreid.train INFO: Epoch[117] Iter[80/241] Loss: 0.163, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:35 transreid.train INFO: Epoch[117] Iter[100/241] Loss: 0.158, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:38 transreid.train INFO: Epoch[117] Iter[120/241] Loss: 0.163, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:41 transreid.train INFO: Epoch[117] Iter[140/241] Loss: 0.162, Acc: 0.993, Base Lr: 1.42e-06 +2023-08-08 14:38:44 transreid.train INFO: Epoch[117] Iter[160/241] Loss: 0.156, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:48 transreid.train INFO: Epoch[117] Iter[180/241] Loss: 0.152, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:51 transreid.train INFO: Epoch[117] Iter[200/241] Loss: 0.149, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:54 transreid.train INFO: Epoch[117] Iter[220/241] Loss: 0.141, Acc: 0.994, Base Lr: 1.42e-06 +2023-08-08 14:38:55 transreid.train INFO: Epoch 117 done. Time per epoch: 36.933[s] Speed: 391.6[samples/s] +2023-08-08 14:38:59 transreid.train INFO: Epoch[118] Iter[20/241] Loss: 0.172, Acc: 0.994, Base Lr: 1.07e-06 +2023-08-08 14:39:02 transreid.train INFO: Epoch[118] Iter[40/241] Loss: 0.172, Acc: 0.996, Base Lr: 1.07e-06 +2023-08-08 14:39:05 transreid.train INFO: Epoch[118] Iter[60/241] Loss: 0.174, Acc: 0.995, Base Lr: 1.07e-06 +2023-08-08 14:39:09 transreid.train INFO: Epoch[118] Iter[80/241] Loss: 0.171, Acc: 0.995, Base Lr: 1.07e-06 +2023-08-08 14:39:12 transreid.train INFO: Epoch[118] Iter[100/241] Loss: 0.170, Acc: 0.994, Base Lr: 1.07e-06 +2023-08-08 14:39:15 transreid.train INFO: Epoch[118] Iter[120/241] Loss: 0.165, Acc: 0.995, Base Lr: 1.07e-06 +2023-08-08 14:39:18 transreid.train INFO: Epoch[118] Iter[140/241] Loss: 0.164, Acc: 0.994, Base Lr: 1.07e-06 +2023-08-08 14:39:21 transreid.train INFO: Epoch[118] Iter[160/241] Loss: 0.162, Acc: 0.994, Base Lr: 1.07e-06 +2023-08-08 14:39:25 transreid.train INFO: Epoch[118] Iter[180/241] Loss: 0.156, Acc: 0.994, Base Lr: 1.07e-06 +2023-08-08 14:39:28 transreid.train INFO: Epoch[118] Iter[200/241] Loss: 0.150, Acc: 0.995, Base Lr: 1.07e-06 +2023-08-08 14:39:31 transreid.train INFO: Epoch[118] Iter[220/241] Loss: 0.144, Acc: 0.995, Base Lr: 1.07e-06 +2023-08-08 14:39:32 transreid.train INFO: Epoch 118 done. Time per epoch: 36.894[s] Speed: 390.3[samples/s] +2023-08-08 14:39:36 transreid.train INFO: Epoch[119] Iter[20/241] Loss: 0.174, Acc: 0.993, Base Lr: 8.68e-07 +2023-08-08 14:39:39 transreid.train INFO: Epoch[119] Iter[40/241] Loss: 0.167, Acc: 0.995, Base Lr: 8.68e-07 +2023-08-08 14:39:42 transreid.train INFO: Epoch[119] Iter[60/241] Loss: 0.167, Acc: 0.994, Base Lr: 8.68e-07 +2023-08-08 14:39:45 transreid.train INFO: Epoch[119] Iter[80/241] Loss: 0.167, Acc: 0.994, Base Lr: 8.68e-07 +2023-08-08 14:39:49 transreid.train INFO: Epoch[119] Iter[100/241] Loss: 0.166, Acc: 0.993, Base Lr: 8.68e-07 +2023-08-08 14:39:52 transreid.train INFO: Epoch[119] Iter[120/241] Loss: 0.162, Acc: 0.993, Base Lr: 8.68e-07 +2023-08-08 14:39:55 transreid.train INFO: Epoch[119] Iter[140/241] Loss: 0.161, Acc: 0.994, Base Lr: 8.68e-07 +2023-08-08 14:39:58 transreid.train INFO: Epoch[119] Iter[160/241] Loss: 0.160, Acc: 0.994, Base Lr: 8.68e-07 +2023-08-08 14:40:01 transreid.train INFO: Epoch[119] Iter[180/241] Loss: 0.155, Acc: 0.994, Base Lr: 8.68e-07 +2023-08-08 14:40:05 transreid.train INFO: Epoch[119] Iter[200/241] Loss: 0.151, Acc: 0.995, Base Lr: 8.68e-07 +2023-08-08 14:40:08 transreid.train INFO: Epoch[119] Iter[220/241] Loss: 0.145, Acc: 0.995, Base Lr: 8.68e-07 +2023-08-08 14:40:09 transreid.train INFO: Epoch 119 done. Time per epoch: 37.031[s] Speed: 390.6[samples/s] +2023-08-08 14:40:13 transreid.train INFO: Epoch[120] Iter[20/241] Loss: 0.167, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:16 transreid.train INFO: Epoch[120] Iter[40/241] Loss: 0.164, Acc: 0.992, Base Lr: 8.00e-07 +2023-08-08 14:40:19 transreid.train INFO: Epoch[120] Iter[60/241] Loss: 0.160, Acc: 0.993, Base Lr: 8.00e-07 +2023-08-08 14:40:23 transreid.train INFO: Epoch[120] Iter[80/241] Loss: 0.160, Acc: 0.993, Base Lr: 8.00e-07 +2023-08-08 14:40:26 transreid.train INFO: Epoch[120] Iter[100/241] Loss: 0.155, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:29 transreid.train INFO: Epoch[120] Iter[120/241] Loss: 0.157, Acc: 0.993, Base Lr: 8.00e-07 +2023-08-08 14:40:32 transreid.train INFO: Epoch[120] Iter[140/241] Loss: 0.151, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:35 transreid.train INFO: Epoch[120] Iter[160/241] Loss: 0.151, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:39 transreid.train INFO: Epoch[120] Iter[180/241] Loss: 0.153, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:42 transreid.train INFO: Epoch[120] Iter[200/241] Loss: 0.149, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:45 transreid.train INFO: Epoch[120] Iter[220/241] Loss: 0.143, Acc: 0.994, Base Lr: 8.00e-07 +2023-08-08 14:40:46 transreid.train INFO: Epoch 120 done. Time per epoch: 37.468[s] Speed: 389.4[samples/s] +2023-08-08 14:41:20 transreid.train INFO: Validation Results - Epoch: 120 +2023-08-08 14:41:20 transreid.train INFO: mAP: 88.1% +2023-08-08 14:41:20 transreid.train INFO: CMC curve, Rank-1 :93.8% +2023-08-08 14:41:20 transreid.train INFO: CMC curve, Rank-5 :97.0% +2023-08-08 14:41:20 transreid.train INFO: CMC curve, Rank-10 :97.9%