add: SOTA ViT-S model and Configs
Browse files- train_log.txt +781 -0
- transformer_120.pth +3 -0
train_log.txt
ADDED
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| 1 |
+
2026-06-28 14:10:09 transreid INFO: Namespace(config_file='configs/market/fusion_vit_small.yml', opts=['MODEL.DEVICE_ID', "('0')"], local_rank=0)
|
| 2 |
+
2026-06-28 14:10:09 transreid INFO: Saving model in the path :log/transreid/market/vit_small_crossreid_fusion
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| 3 |
+
2026-06-28 14:10:09 transreid INFO: Loaded configuration file configs/market/fusion_vit_small.yml
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| 4 |
+
2026-06-28 14:10:09 transreid INFO: Running with config:
|
| 5 |
+
DATALOADER:
|
| 6 |
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NUM_INSTANCE: 4
|
| 7 |
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NUM_WORKERS: 8
|
| 8 |
+
REMOVE_TAIL: 0
|
| 9 |
+
SAMPLER: softmax_triplet
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| 10 |
+
DATASETS:
|
| 11 |
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NAMES: market1501
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| 12 |
+
ROOT_DIR: /kaggle/input/datasets/pengcw1/market-1501
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| 13 |
+
ROOT_TRAIN_DIR: ../data
|
| 14 |
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ROOT_VAL_DIR: ../data
|
| 15 |
+
DISTILL:
|
| 16 |
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DIST_TOKEN_INIT: copy_cls
|
| 17 |
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ENABLED: False
|
| 18 |
+
LAMBDA: 1.0
|
| 19 |
+
MATRIX_LOSS_HYPR: 0.3
|
| 20 |
+
MATRIX_LOSS_TYPE: l1
|
| 21 |
+
TEACHER_CACHE_VIEW: deterministic
|
| 22 |
+
TEACHER_CHECKPOINT_PATH:
|
| 23 |
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TEACHER_EMBEDDINGS_PATH:
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| 24 |
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USE_DIST_TOKEN_AT_EVAL: True
|
| 25 |
+
INPUT:
|
| 26 |
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PADDING: 10
|
| 27 |
+
PIXEL_MEAN: [0.5, 0.5, 0.5]
|
| 28 |
+
PIXEL_STD: [0.5, 0.5, 0.5]
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| 29 |
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PROB: 0.5
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| 30 |
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RE_PROB: 0.5
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| 31 |
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SIZE_TEST: [256, 128]
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| 32 |
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SIZE_TRAIN: [256, 128]
|
| 33 |
+
MODEL:
|
| 34 |
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ATT_DROP_RATE: 0.0
|
| 35 |
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COS_LAYER: False
|
| 36 |
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DEVICE: cuda
|
| 37 |
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DEVICE_ID: 0
|
| 38 |
+
DEVIDE_LENGTH: 4
|
| 39 |
+
DIST_TRAIN: False
|
| 40 |
+
DROPOUT_RATE: 0.0
|
| 41 |
+
DROP_OUT: 0.0
|
| 42 |
+
DROP_PATH: 0.1
|
| 43 |
+
FEAT_DIM: 512
|
| 44 |
+
GRAM_ANCHOR_DINO_MODEL: dinov3-vits16-pretrain
|
| 45 |
+
GRAM_ANCHOR_LOSS_WEIGHT: 1.0
|
| 46 |
+
GRAM_ANCHOR_STUDENT_DIM: 384
|
| 47 |
+
GRAM_ANCHOR_TEACHER_CHECKPOINT:
|
| 48 |
+
GRAM_ANCHOR_TEACHER_DIM: 384
|
| 49 |
+
GRAM_ANCHOR_TEACHER_MODEL_KEY: personvit-vit_small
|
| 50 |
+
GRAM_ANCHOR_TEACHER_TYPE: dinov3
|
| 51 |
+
GUIDED_ATTENTION_TEST: False
|
| 52 |
+
GUIDED_ATTENTION_TRAIN: False
|
| 53 |
+
GUIDED_SCALE_RATIO: 0.3
|
| 54 |
+
ID_LOSS_TYPE: softmax
|
| 55 |
+
ID_LOSS_WEIGHT: 1.0
|
| 56 |
+
IF_LABELSMOOTH: off
|
| 57 |
+
IF_WITH_CENTER: no
|
| 58 |
+
JPM: False
|
| 59 |
+
KOLEO_LOSS_WEIGHT: 1.0
|
| 60 |
+
LAST_STRIDE: 1
|
| 61 |
+
MASK_THRESHOLD: 0.1
|
| 62 |
+
METRIC_LOSS_TYPE: triplet
|
| 63 |
+
NAME: transformer
|
| 64 |
+
NECK: bnneck
|
| 65 |
+
NO_MARGIN: True
|
| 66 |
+
POOLING: None
|
| 67 |
+
PRETRAIN_CHOICE: imagenet
|
| 68 |
+
PRETRAIN_HW_RATIO: 2
|
| 69 |
+
PRETRAIN_PATH: /kaggle/input/notebooks/davidmagdy/download-personvit-models/personvit_model/vits.lup.256x128.wopt.csk.4-8.ar.375.n8/checkpoint0260.pth
|
| 70 |
+
REDUCE_FEAT_DIM: False
|
| 71 |
+
RE_ARRANGE: True
|
| 72 |
+
SHIFT_NUM: 5
|
| 73 |
+
SHUFFLE_GROUP: 2
|
| 74 |
+
SIE_CAMERA: False
|
| 75 |
+
SIE_COE: 3.0
|
| 76 |
+
SIE_VIEW: False
|
| 77 |
+
STEM_CONV: False
|
| 78 |
+
STRIDE_SIZE: [16, 16]
|
| 79 |
+
SUPCON_LOSS_WEIGHT: 1.0
|
| 80 |
+
SUPCON_TEMPERATURE: 0.05
|
| 81 |
+
TEXT_ALIGN_LOSS: text_center
|
| 82 |
+
TEXT_ALIGN_TEMPERATURE: 0.1
|
| 83 |
+
TEXT_ALIGN_WEIGHT: 0.3
|
| 84 |
+
TEXT_EMB_BY_PID: True
|
| 85 |
+
TEXT_EMB_DIM: 768
|
| 86 |
+
TEXT_EMB_PATH: scripts/qwen_8B_v1.pt
|
| 87 |
+
TEXT_LOSS_HYPR: 0.07
|
| 88 |
+
TEXT_LOSS_TYPE: kl
|
| 89 |
+
TEXT_LOSS_WEIGHT: 0.4
|
| 90 |
+
TEXT_PROJ_HEAD: False
|
| 91 |
+
TEXT_PROJ_WARMUP_EPOCHS: 10
|
| 92 |
+
TRANSFORMER_TYPE: vit_small_patch16_224_TransReID
|
| 93 |
+
TRIPLET_LOSS_WEIGHT: 1.0
|
| 94 |
+
USE_GRAM_ANCHOR_LOSS: False
|
| 95 |
+
USE_KOLEO_LOSS: True
|
| 96 |
+
USE_SUPCON_LOSS: False
|
| 97 |
+
OUTPUT_DIR: log/transreid/market/vit_small_crossreid_fusion
|
| 98 |
+
SOLVER:
|
| 99 |
+
BASE_LR: 0.0004
|
| 100 |
+
BIAS_LR_FACTOR: 2
|
| 101 |
+
CENTER_LOSS_WEIGHT: 0.0005
|
| 102 |
+
CENTER_LR: 0.5
|
| 103 |
+
CHECKPOINT_PERIOD: 120
|
| 104 |
+
COSINE_MARGIN: 0.5
|
| 105 |
+
COSINE_SCALE: 30
|
| 106 |
+
EVAL_PERIOD: 20
|
| 107 |
+
GAMMA: 0.1
|
| 108 |
+
IMS_PER_BATCH: 128
|
| 109 |
+
LARGE_FC_LR: False
|
| 110 |
+
LOG_PERIOD: 20
|
| 111 |
+
MARGIN: 0.3
|
| 112 |
+
MAX_EPOCHS: 120
|
| 113 |
+
MOMENTUM: 0.9
|
| 114 |
+
OPTIMIZER_NAME: SGD
|
| 115 |
+
SEED: 1234
|
| 116 |
+
STEPS: (40, 70)
|
| 117 |
+
TRP_L2: False
|
| 118 |
+
WARMUP_EPOCHS: 20
|
| 119 |
+
WARMUP_FACTOR: 0.01
|
| 120 |
+
WARMUP_METHOD: cosine
|
| 121 |
+
WEIGHT_DECAY: 0.0001
|
| 122 |
+
WEIGHT_DECAY_BIAS: 0.0001
|
| 123 |
+
TEST:
|
| 124 |
+
DIST_MAT: dist_mat.npy
|
| 125 |
+
EVAL: True
|
| 126 |
+
FEAT_NORM: yes
|
| 127 |
+
IMS_PER_BATCH: 256
|
| 128 |
+
NECK_FEAT: before
|
| 129 |
+
RE_RANKING: False
|
| 130 |
+
WEIGHT:
|
| 131 |
+
WANDB:
|
| 132 |
+
ENABLE: True
|
| 133 |
+
ENTITY:
|
| 134 |
+
LOG_DISTILL_METRICS: False
|
| 135 |
+
LOG_FREQ: 10
|
| 136 |
+
NOTES: ViT-Small cross-modal doubled batch size, 120 epochs and KoLeo on Market-1501
|
| 137 |
+
PROJECT: Cross-ReID-PersonViT
|
| 138 |
+
RUN_NAME: vit_small_crossreid_koleo_distloss
|
| 139 |
+
TAGS: ('crossreid', 'vit_small', 'market1501', 'dist_loss')
|
| 140 |
+
2026-06-28 14:10:11 transreid INFO: wandb initialized – project: Cross-ReID-PersonViT, run: vit_small_crossreid_koleo_distloss
|
| 141 |
+
2026-06-28 14:10:12 transreid.check INFO: Dataset statistics:
|
| 142 |
+
2026-06-28 14:10:12 transreid.check INFO: ----------------------------------------
|
| 143 |
+
2026-06-28 14:10:12 transreid.check INFO: subset | # ids | # images | # cameras
|
| 144 |
+
2026-06-28 14:10:12 transreid.check INFO: ----------------------------------------
|
| 145 |
+
2026-06-28 14:10:12 transreid.check INFO: train | 751 | 12936 | 6
|
| 146 |
+
2026-06-28 14:10:12 transreid.check INFO: query | 750 | 3368 | 6
|
| 147 |
+
2026-06-28 14:10:12 transreid.check INFO: gallery | 751 | 15913 | 6
|
| 148 |
+
2026-06-28 14:10:12 transreid.check INFO: ----------------------------------------
|
| 149 |
+
2026-06-28 14:10:18 transreid INFO: ===========using cosine learning rate=======
|
| 150 |
+
2026-06-28 14:10:18 transreid.train INFO: start training
|
| 151 |
+
2026-06-28 14:10:34 transreid.train INFO: Epoch[1] Iter[20/93] Loss: nan, Acc: 0.001, Base Lr: 2.38e-05
|
| 152 |
+
2026-06-28 14:10:45 transreid.train INFO: Epoch[1] Iter[40/93] Loss: nan, Acc: 0.001, Base Lr: 2.38e-05
|
| 153 |
+
2026-06-28 14:10:56 transreid.train INFO: Epoch[1] Iter[60/93] Loss: nan, Acc: 0.001, Base Lr: 2.38e-05
|
| 154 |
+
2026-06-28 14:11:07 transreid.train INFO: Epoch[1] Iter[80/93] Loss: nan, Acc: 0.001, Base Lr: 2.38e-05
|
| 155 |
+
2026-06-28 14:11:12 transreid.train INFO: Epoch 1 done. Time per epoch: 54.137[s] Speed: 212.8[samples/s]
|
| 156 |
+
2026-06-28 14:11:25 transreid.train INFO: Epoch[2] Iter[20/93] Loss: nan, Acc: 0.002, Base Lr: 4.36e-05
|
| 157 |
+
2026-06-28 14:11:36 transreid.train INFO: Epoch[2] Iter[40/93] Loss: nan, Acc: 0.003, Base Lr: 4.36e-05
|
| 158 |
+
2026-06-28 14:11:46 transreid.train INFO: Epoch[2] Iter[60/93] Loss: nan, Acc: 0.003, Base Lr: 4.36e-05
|
| 159 |
+
2026-06-28 14:11:57 transreid.train INFO: Epoch[2] Iter[80/93] Loss: nan, Acc: 0.003, Base Lr: 4.36e-05
|
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+
2026-06-28 14:12:03 transreid.train INFO: Epoch 2 done. Time per epoch: 50.861[s] Speed: 229.0[samples/s]
|
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+
2026-06-28 14:12:16 transreid.train INFO: Epoch[3] Iter[20/93] Loss: nan, Acc: 0.004, Base Lr: 6.34e-05
|
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+
2026-06-28 14:12:26 transreid.train INFO: Epoch[3] Iter[40/93] Loss: nan, Acc: 0.005, Base Lr: 6.34e-05
|
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+
2026-06-28 14:12:37 transreid.train INFO: Epoch[3] Iter[60/93] Loss: nan, Acc: 0.008, Base Lr: 6.34e-05
|
| 164 |
+
2026-06-28 14:12:48 transreid.train INFO: Epoch[3] Iter[80/93] Loss: nan, Acc: 0.016, Base Lr: 6.34e-05
|
| 165 |
+
2026-06-28 14:12:53 transreid.train INFO: Epoch 3 done. Time per epoch: 50.158[s] Speed: 229.7[samples/s]
|
| 166 |
+
2026-06-28 14:13:06 transreid.train INFO: Epoch[4] Iter[20/93] Loss: nan, Acc: 0.030, Base Lr: 8.32e-05
|
| 167 |
+
2026-06-28 14:13:16 transreid.train INFO: Epoch[4] Iter[40/93] Loss: nan, Acc: 0.049, Base Lr: 8.32e-05
|
| 168 |
+
2026-06-28 14:13:27 transreid.train INFO: Epoch[4] Iter[60/93] Loss: nan, Acc: 0.061, Base Lr: 8.32e-05
|
| 169 |
+
2026-06-28 14:13:38 transreid.train INFO: Epoch[4] Iter[80/93] Loss: nan, Acc: 0.084, Base Lr: 8.32e-05
|
| 170 |
+
2026-06-28 14:13:43 transreid.train INFO: Epoch 4 done. Time per epoch: 49.832[s] Speed: 231.2[samples/s]
|
| 171 |
+
2026-06-28 14:13:56 transreid.train INFO: Epoch[5] Iter[20/93] Loss: nan, Acc: 0.107, Base Lr: 1.03e-04
|
| 172 |
+
2026-06-28 14:14:06 transreid.train INFO: Epoch[5] Iter[40/93] Loss: nan, Acc: 0.120, Base Lr: 1.03e-04
|
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+
2026-06-28 14:14:17 transreid.train INFO: Epoch[5] Iter[60/93] Loss: nan, Acc: 0.145, Base Lr: 1.03e-04
|
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+
2026-06-28 14:14:28 transreid.train INFO: Epoch[5] Iter[80/93] Loss: nan, Acc: 0.201, Base Lr: 1.03e-04
|
| 175 |
+
2026-06-28 14:14:33 transreid.train INFO: Epoch 5 done. Time per epoch: 50.104[s] Speed: 229.9[samples/s]
|
| 176 |
+
2026-06-28 14:14:46 transreid.train INFO: Epoch[6] Iter[20/93] Loss: nan, Acc: 0.182, Base Lr: 1.23e-04
|
| 177 |
+
2026-06-28 14:14:56 transreid.train INFO: Epoch[6] Iter[40/93] Loss: nan, Acc: 0.201, Base Lr: 1.23e-04
|
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+
2026-06-28 14:15:07 transreid.train INFO: Epoch[6] Iter[60/93] Loss: nan, Acc: 0.235, Base Lr: 1.23e-04
|
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+
2026-06-28 14:15:18 transreid.train INFO: Epoch[6] Iter[80/93] Loss: nan, Acc: 0.285, Base Lr: 1.23e-04
|
| 180 |
+
2026-06-28 14:15:24 transreid.train INFO: Epoch 6 done. Time per epoch: 50.564[s] Speed: 230.4[samples/s]
|
| 181 |
+
2026-06-28 14:15:36 transreid.train INFO: Epoch[7] Iter[20/93] Loss: nan, Acc: 0.227, Base Lr: 1.43e-04
|
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+
2026-06-28 14:15:47 transreid.train INFO: Epoch[7] Iter[40/93] Loss: nan, Acc: 0.248, Base Lr: 1.43e-04
|
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+
2026-06-28 14:15:58 transreid.train INFO: Epoch[7] Iter[60/93] Loss: nan, Acc: 0.284, Base Lr: 1.43e-04
|
| 184 |
+
2026-06-28 14:16:08 transreid.train INFO: Epoch[7] Iter[80/93] Loss: nan, Acc: 0.335, Base Lr: 1.43e-04
|
| 185 |
+
2026-06-28 14:16:14 transreid.train INFO: Epoch 7 done. Time per epoch: 49.988[s] Speed: 230.5[samples/s]
|
| 186 |
+
2026-06-28 14:16:26 transreid.train INFO: Epoch[8] Iter[20/93] Loss: nan, Acc: 0.225, Base Lr: 1.62e-04
|
| 187 |
+
2026-06-28 14:16:37 transreid.train INFO: Epoch[8] Iter[40/93] Loss: nan, Acc: 0.270, Base Lr: 1.62e-04
|
| 188 |
+
2026-06-28 14:16:48 transreid.train INFO: Epoch[8] Iter[60/93] Loss: nan, Acc: 0.318, Base Lr: 1.62e-04
|
| 189 |
+
2026-06-28 14:16:58 transreid.train INFO: Epoch[8] Iter[80/93] Loss: nan, Acc: 0.379, Base Lr: 1.62e-04
|
| 190 |
+
2026-06-28 14:17:04 transreid.train INFO: Epoch 8 done. Time per epoch: 50.302[s] Speed: 231.6[samples/s]
|
| 191 |
+
2026-06-28 14:17:16 transreid.train INFO: Epoch[9] Iter[20/93] Loss: nan, Acc: 0.279, Base Lr: 1.82e-04
|
| 192 |
+
2026-06-28 14:17:27 transreid.train INFO: Epoch[9] Iter[40/93] Loss: nan, Acc: 0.309, Base Lr: 1.82e-04
|
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+
2026-06-28 14:17:38 transreid.train INFO: Epoch[9] Iter[60/93] Loss: nan, Acc: 0.339, Base Lr: 1.82e-04
|
| 194 |
+
2026-06-28 14:17:48 transreid.train INFO: Epoch[9] Iter[80/93] Loss: nan, Acc: 0.398, Base Lr: 1.82e-04
|
| 195 |
+
2026-06-28 14:17:54 transreid.train INFO: Epoch 9 done. Time per epoch: 49.861[s] Speed: 231.0[samples/s]
|
| 196 |
+
2026-06-28 14:18:06 transreid.train INFO: Epoch[10] Iter[20/93] Loss: nan, Acc: 0.293, Base Lr: 2.02e-04
|
| 197 |
+
2026-06-28 14:18:17 transreid.train INFO: Epoch[10] Iter[40/93] Loss: nan, Acc: 0.321, Base Lr: 2.02e-04
|
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+
2026-06-28 14:18:28 transreid.train INFO: Epoch[10] Iter[60/93] Loss: nan, Acc: 0.363, Base Lr: 2.02e-04
|
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+
2026-06-28 14:18:39 transreid.train INFO: Epoch[10] Iter[80/93] Loss: nan, Acc: 0.421, Base Lr: 2.02e-04
|
| 200 |
+
2026-06-28 14:18:44 transreid.train INFO: Epoch 10 done. Time per epoch: 50.512[s] Speed: 230.6[samples/s]
|
| 201 |
+
2026-06-28 14:18:57 transreid.train INFO: Epoch[11] Iter[20/93] Loss: nan, Acc: 0.272, Base Lr: 2.22e-04
|
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+
2026-06-28 14:19:08 transreid.train INFO: Epoch[11] Iter[40/93] Loss: nan, Acc: 0.324, Base Lr: 2.22e-04
|
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+
2026-06-28 14:19:18 transreid.train INFO: Epoch[11] Iter[60/93] Loss: nan, Acc: 0.368, Base Lr: 2.22e-04
|
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+
2026-06-28 14:19:29 transreid.train INFO: Epoch[11] Iter[80/93] Loss: nan, Acc: 0.433, Base Lr: 2.22e-04
|
| 205 |
+
2026-06-28 14:19:35 transreid.train INFO: Epoch 11 done. Time per epoch: 50.504[s] Speed: 230.6[samples/s]
|
| 206 |
+
2026-06-28 14:19:47 transreid.train INFO: Epoch[12] Iter[20/93] Loss: nan, Acc: 0.287, Base Lr: 2.42e-04
|
| 207 |
+
2026-06-28 14:19:58 transreid.train INFO: Epoch[12] Iter[40/93] Loss: nan, Acc: 0.337, Base Lr: 2.42e-04
|
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+
2026-06-28 14:20:09 transreid.train INFO: Epoch[12] Iter[60/93] Loss: nan, Acc: 0.375, Base Lr: 2.42e-04
|
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+
2026-06-28 14:20:19 transreid.train INFO: Epoch[12] Iter[80/93] Loss: nan, Acc: 0.442, Base Lr: 2.42e-04
|
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+
2026-06-28 14:20:25 transreid.train INFO: Epoch 12 done. Time per epoch: 49.928[s] Speed: 230.7[samples/s]
|
| 211 |
+
2026-06-28 14:20:37 transreid.train INFO: Epoch[13] Iter[20/93] Loss: nan, Acc: 0.305, Base Lr: 2.61e-04
|
| 212 |
+
2026-06-28 14:20:48 transreid.train INFO: Epoch[13] Iter[40/93] Loss: nan, Acc: 0.330, Base Lr: 2.61e-04
|
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+
2026-06-28 14:20:59 transreid.train INFO: Epoch[13] Iter[60/93] Loss: nan, Acc: 0.377, Base Lr: 2.61e-04
|
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+
2026-06-28 14:21:10 transreid.train INFO: Epoch[13] Iter[80/93] Loss: nan, Acc: 0.441, Base Lr: 2.61e-04
|
| 215 |
+
2026-06-28 14:21:15 transreid.train INFO: Epoch 13 done. Time per epoch: 50.558[s] Speed: 230.4[samples/s]
|
| 216 |
+
2026-06-28 14:21:28 transreid.train INFO: Epoch[14] Iter[20/93] Loss: nan, Acc: 0.294, Base Lr: 2.81e-04
|
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+
2026-06-28 14:21:38 transreid.train INFO: Epoch[14] Iter[40/93] Loss: nan, Acc: 0.339, Base Lr: 2.81e-04
|
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+
2026-06-28 14:21:49 transreid.train INFO: Epoch[14] Iter[60/93] Loss: nan, Acc: 0.398, Base Lr: 2.81e-04
|
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+
2026-06-28 14:22:00 transreid.train INFO: Epoch[14] Iter[80/93] Loss: nan, Acc: 0.455, Base Lr: 2.81e-04
|
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+
2026-06-28 14:22:05 transreid.train INFO: Epoch 14 done. Time per epoch: 49.827[s] Speed: 231.2[samples/s]
|
| 221 |
+
2026-06-28 14:22:17 transreid.train INFO: Epoch[15] Iter[20/93] Loss: nan, Acc: 0.330, Base Lr: 3.01e-04
|
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2026-06-28 14:22:28 transreid.train INFO: Epoch[15] Iter[40/93] Loss: nan, Acc: 0.366, Base Lr: 3.01e-04
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2026-06-28 14:22:39 transreid.train INFO: Epoch[15] Iter[60/93] Loss: nan, Acc: 0.407, Base Lr: 3.01e-04
|
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+
2026-06-28 14:22:50 transreid.train INFO: Epoch[15] Iter[80/93] Loss: nan, Acc: 0.472, Base Lr: 3.01e-04
|
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+
2026-06-28 14:22:56 transreid.train INFO: Epoch 15 done. Time per epoch: 50.457[s] Speed: 230.9[samples/s]
|
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+
2026-06-28 14:23:08 transreid.train INFO: Epoch[16] Iter[20/93] Loss: nan, Acc: 0.312, Base Lr: 3.21e-04
|
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+
2026-06-28 14:23:19 transreid.train INFO: Epoch[16] Iter[40/93] Loss: nan, Acc: 0.352, Base Lr: 3.21e-04
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2026-06-28 14:23:29 transreid.train INFO: Epoch[16] Iter[60/93] Loss: nan, Acc: 0.403, Base Lr: 3.21e-04
|
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2026-06-28 14:23:40 transreid.train INFO: Epoch[16] Iter[80/93] Loss: nan, Acc: 0.466, Base Lr: 3.21e-04
|
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+
2026-06-28 14:23:46 transreid.train INFO: Epoch 16 done. Time per epoch: 50.285[s] Speed: 231.6[samples/s]
|
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2026-06-28 14:23:59 transreid.train INFO: Epoch[17] Iter[20/93] Loss: nan, Acc: 0.339, Base Lr: 3.41e-04
|
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+
2026-06-28 14:24:09 transreid.train INFO: Epoch[17] Iter[40/93] Loss: nan, Acc: 0.372, Base Lr: 3.41e-04
|
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2026-06-28 14:24:20 transreid.train INFO: Epoch[17] Iter[60/93] Loss: nan, Acc: 0.417, Base Lr: 3.41e-04
|
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2026-06-28 14:24:31 transreid.train INFO: Epoch[17] Iter[80/93] Loss: nan, Acc: 0.465, Base Lr: 3.41e-04
|
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2026-06-28 14:24:36 transreid.train INFO: Epoch 17 done. Time per epoch: 50.214[s] Speed: 229.4[samples/s]
|
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2026-06-28 14:24:49 transreid.train INFO: Epoch[18] Iter[20/93] Loss: nan, Acc: 0.323, Base Lr: 3.60e-04
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2026-06-28 14:25:00 transreid.train INFO: Epoch[18] Iter[40/93] Loss: nan, Acc: 0.362, Base Lr: 3.60e-04
|
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2026-06-28 14:25:10 transreid.train INFO: Epoch[18] Iter[60/93] Loss: nan, Acc: 0.405, Base Lr: 3.60e-04
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2026-06-28 14:25:21 transreid.train INFO: Epoch[18] Iter[80/93] Loss: nan, Acc: 0.467, Base Lr: 3.60e-04
|
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+
2026-06-28 14:25:27 transreid.train INFO: Epoch 18 done. Time per epoch: 50.639[s] Speed: 230.0[samples/s]
|
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2026-06-28 14:25:40 transreid.train INFO: Epoch[19] Iter[20/93] Loss: nan, Acc: 0.317, Base Lr: 3.80e-04
|
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2026-06-28 14:27:48 transreid.train INFO: Validation Results - Epoch: 20
|
| 252 |
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2026-06-28 14:27:48 transreid.train INFO: mAP: 89.6%
|
| 253 |
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2026-06-28 14:27:48 transreid.train INFO: CMC curve, Rank-1 :95.0%
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|
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2026-06-28 14:33:01 transreid.train INFO: Epoch[27] Iter[20/93] Loss: nan, Acc: 0.348, Base Lr: 3.52e-04
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2026-06-28 14:33:52 transreid.train INFO: Epoch[28] Iter[20/93] Loss: nan, Acc: 0.354, Base Lr: 3.49e-04
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2026-06-28 14:34:03 transreid.train INFO: Epoch[28] Iter[40/93] Loss: nan, Acc: 0.382, Base Lr: 3.49e-04
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2026-06-28 14:34:42 transreid.train INFO: Epoch[29] Iter[20/93] Loss: nan, Acc: 0.356, Base Lr: 3.45e-04
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2026-06-28 14:36:24 transreid.train INFO: Epoch[31] Iter[20/93] Loss: nan, Acc: 0.392, Base Lr: 3.38e-04
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2026-06-28 14:37:02 transreid.train INFO: Epoch 31 done. Time per epoch: 50.905[s] Speed: 228.8[samples/s]
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2026-06-28 14:37:15 transreid.train INFO: Epoch[32] Iter[20/93] Loss: nan, Acc: 0.399, Base Lr: 3.34e-04
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2026-06-28 14:38:06 transreid.train INFO: Epoch[33] Iter[20/93] Loss: nan, Acc: 0.387, Base Lr: 3.30e-04
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2026-06-28 14:38:56 transreid.train INFO: Epoch[34] Iter[20/93] Loss: nan, Acc: 0.352, Base Lr: 3.26e-04
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2026-06-28 14:39:07 transreid.train INFO: Epoch[34] Iter[40/93] Loss: nan, Acc: 0.419, Base Lr: 3.26e-04
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2026-06-28 14:39:28 transreid.train INFO: Epoch[34] Iter[80/93] Loss: nan, Acc: 0.548, Base Lr: 3.26e-04
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2026-06-28 14:39:34 transreid.train INFO: Epoch 34 done. Time per epoch: 50.279[s] Speed: 229.1[samples/s]
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2026-06-28 14:39:46 transreid.train INFO: Epoch[35] Iter[20/93] Loss: nan, Acc: 0.422, Base Lr: 3.22e-04
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2026-06-28 14:39:57 transreid.train INFO: Epoch[35] Iter[40/93] Loss: nan, Acc: 0.455, Base Lr: 3.22e-04
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2026-06-28 14:43:17 transreid.train INFO: Epoch[39] Iter[40/93] Loss: nan, Acc: 0.477, Base Lr: 3.05e-04
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2026-06-28 14:43:44 transreid.train INFO: Epoch 39 done. Time per epoch: 50.042[s] Speed: 230.2[samples/s]
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2026-06-28 14:43:56 transreid.train INFO: Epoch[40] Iter[20/93] Loss: nan, Acc: 0.419, Base Lr: 3.00e-04
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2026-06-28 14:44:07 transreid.train INFO: Epoch[40] Iter[40/93] Loss: nan, Acc: 0.474, Base Lr: 3.00e-04
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2026-06-28 14:44:18 transreid.train INFO: Epoch[40] Iter[60/93] Loss: nan, Acc: 0.538, Base Lr: 3.00e-04
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2026-06-28 14:45:12 transreid.train INFO: Validation Results - Epoch: 40
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| 357 |
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2026-06-28 14:45:12 transreid.train INFO: mAP: 92.9%
|
| 358 |
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2026-06-28 14:45:12 transreid.train INFO: CMC curve, Rank-1 :96.3%
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2026-06-28 15:02:36 transreid.train INFO: Validation Results - Epoch: 60
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2026-06-28 15:02:36 transreid.train INFO: mAP: 93.6%
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2026-06-28 15:18:44 transreid.train INFO: Epoch[80] Iter[20/93] Loss: nan, Acc: 0.643, Base Lr: 1.01e-04
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2026-06-28 15:19:58 transreid.train INFO: Validation Results - Epoch: 80
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| 567 |
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2026-06-28 15:19:58 transreid.train INFO: mAP: 94.0%
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2026-06-28 15:19:58 transreid.train INFO: CMC curve, Rank-1 :97.1%
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2026-06-28 15:19:58 transreid.train INFO: CMC curve, Rank-5 :99.2%
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2026-06-28 15:20:11 transreid.train INFO: Epoch[81] Iter[20/93] Loss: nan, Acc: 0.678, Base Lr: 9.61e-05
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2026-06-28 15:21:01 transreid.train INFO: Epoch[82] Iter[20/93] Loss: nan, Acc: 0.670, Base Lr: 9.17e-05
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2026-06-28 15:21:51 transreid.train INFO: Epoch[83] Iter[20/93] Loss: nan, Acc: 0.667, Base Lr: 8.73e-05
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2026-06-28 15:33:16 transreid.train INFO: Epoch[96] Iter[80/93] Loss: nan, Acc: 0.828, Base Lr: 3.89e-05
|
| 650 |
+
2026-06-28 15:33:22 transreid.train INFO: Epoch 96 done. Time per epoch: 50.446[s] Speed: 230.9[samples/s]
|
| 651 |
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2026-06-28 15:33:34 transreid.train INFO: Epoch[97] Iter[20/93] Loss: nan, Acc: 0.670, Base Lr: 3.59e-05
|
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2026-06-28 15:33:45 transreid.train INFO: Epoch[97] Iter[40/93] Loss: nan, Acc: 0.730, Base Lr: 3.59e-05
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|
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2026-06-28 15:34:35 transreid.train INFO: Epoch[98] Iter[40/93] Loss: nan, Acc: 0.737, Base Lr: 3.30e-05
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| 661 |
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| 662 |
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2026-06-28 15:35:25 transreid.train INFO: Epoch[99] Iter[40/93] Loss: nan, Acc: 0.745, Base Lr: 3.02e-05
|
| 663 |
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| 665 |
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|
| 666 |
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2026-06-28 15:36:05 transreid.train INFO: Epoch[100] Iter[20/93] Loss: nan, Acc: 0.675, Base Lr: 2.75e-05
|
| 667 |
+
2026-06-28 15:36:15 transreid.train INFO: Epoch[100] Iter[40/93] Loss: nan, Acc: 0.745, Base Lr: 2.75e-05
|
| 668 |
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2026-06-28 15:36:26 transreid.train INFO: Epoch[100] Iter[60/93] Loss: nan, Acc: 0.789, Base Lr: 2.75e-05
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2026-06-28 15:36:37 transreid.train INFO: Epoch[100] Iter[80/93] Loss: nan, Acc: 0.829, Base Lr: 2.75e-05
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|
| 671 |
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2026-06-28 15:37:19 transreid.train INFO: Validation Results - Epoch: 100
|
| 672 |
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2026-06-28 15:37:19 transreid.train INFO: mAP: 94.2%
|
| 673 |
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2026-06-28 15:37:19 transreid.train INFO: CMC curve, Rank-1 :97.3%
|
| 674 |
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2026-06-28 15:37:19 transreid.train INFO: CMC curve, Rank-5 :99.2%
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|
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2026-06-28 15:37:32 transreid.train INFO: Epoch[101] Iter[20/93] Loss: nan, Acc: 0.676, Base Lr: 2.50e-05
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2026-06-28 15:38:04 transreid.train INFO: Epoch[101] Iter[80/93] Loss: nan, Acc: 0.831, Base Lr: 2.50e-05
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2026-06-28 15:38:09 transreid.train INFO: Epoch 101 done. Time per epoch: 50.348[s] Speed: 228.8[samples/s]
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2026-06-28 15:38:22 transreid.train INFO: Epoch[102] Iter[20/93] Loss: nan, Acc: 0.680, Base Lr: 2.26e-05
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| 682 |
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2026-06-28 15:38:33 transreid.train INFO: Epoch[102] Iter[40/93] Loss: nan, Acc: 0.737, Base Lr: 2.26e-05
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+
2026-06-28 15:39:00 transreid.train INFO: Epoch 102 done. Time per epoch: 50.247[s] Speed: 229.3[samples/s]
|
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2026-06-28 15:39:12 transreid.train INFO: Epoch[103] Iter[20/93] Loss: nan, Acc: 0.691, Base Lr: 2.02e-05
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2026-06-28 15:39:23 transreid.train INFO: Epoch[103] Iter[40/93] Loss: nan, Acc: 0.750, Base Lr: 2.02e-05
|
| 688 |
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|
| 689 |
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2026-06-28 15:39:50 transreid.train INFO: Epoch 103 done. Time per epoch: 50.100[s] Speed: 229.9[samples/s]
|
| 691 |
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2026-06-28 15:40:02 transreid.train INFO: Epoch[104] Iter[20/93] Loss: nan, Acc: 0.653, Base Lr: 1.81e-05
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|
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2026-06-28 15:41:03 transreid.train INFO: Epoch[105] Iter[40/93] Loss: nan, Acc: 0.743, Base Lr: 1.60e-05
|
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|
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2026-06-28 15:41:30 transreid.train INFO: Epoch 105 done. Time per epoch: 49.986[s] Speed: 230.5[samples/s]
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2026-06-28 15:41:53 transreid.train INFO: Epoch[106] Iter[40/93] Loss: nan, Acc: 0.740, Base Lr: 1.41e-05
|
| 703 |
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2026-06-28 15:42:20 transreid.train INFO: Epoch 106 done. Time per epoch: 50.008[s] Speed: 230.4[samples/s]
|
| 706 |
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2026-06-28 15:42:32 transreid.train INFO: Epoch[107] Iter[20/93] Loss: nan, Acc: 0.691, Base Lr: 1.22e-05
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| 707 |
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2026-06-28 15:42:43 transreid.train INFO: Epoch[107] Iter[40/93] Loss: nan, Acc: 0.745, Base Lr: 1.22e-05
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| 708 |
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| 709 |
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|
| 710 |
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2026-06-28 15:43:10 transreid.train INFO: Epoch 107 done. Time per epoch: 49.774[s] Speed: 231.4[samples/s]
|
| 711 |
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2026-06-28 15:43:22 transreid.train INFO: Epoch[108] Iter[20/93] Loss: nan, Acc: 0.700, Base Lr: 1.06e-05
|
| 712 |
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2026-06-28 15:43:33 transreid.train INFO: Epoch[108] Iter[40/93] Loss: nan, Acc: 0.747, Base Lr: 1.06e-05
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| 713 |
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| 715 |
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2026-06-28 15:44:00 transreid.train INFO: Epoch 108 done. Time per epoch: 50.465[s] Speed: 230.8[samples/s]
|
| 716 |
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2026-06-28 15:44:13 transreid.train INFO: Epoch[109] Iter[20/93] Loss: nan, Acc: 0.704, Base Lr: 9.02e-06
|
| 717 |
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2026-06-28 15:44:23 transreid.train INFO: Epoch[109] Iter[40/93] Loss: nan, Acc: 0.752, Base Lr: 9.02e-06
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| 718 |
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2026-06-28 15:44:34 transreid.train INFO: Epoch[109] Iter[60/93] Loss: nan, Acc: 0.793, Base Lr: 9.02e-06
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| 719 |
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2026-06-28 15:44:45 transreid.train INFO: Epoch[109] Iter[80/93] Loss: nan, Acc: 0.832, Base Lr: 9.02e-06
|
| 720 |
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2026-06-28 15:44:50 transreid.train INFO: Epoch 109 done. Time per epoch: 50.135[s] Speed: 229.8[samples/s]
|
| 721 |
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2026-06-28 15:45:03 transreid.train INFO: Epoch[110] Iter[20/93] Loss: nan, Acc: 0.685, Base Lr: 7.60e-06
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| 722 |
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2026-06-28 15:45:14 transreid.train INFO: Epoch[110] Iter[40/93] Loss: nan, Acc: 0.742, Base Lr: 7.60e-06
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| 723 |
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2026-06-28 15:45:24 transreid.train INFO: Epoch[110] Iter[60/93] Loss: nan, Acc: 0.789, Base Lr: 7.60e-06
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| 724 |
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2026-06-28 15:45:35 transreid.train INFO: Epoch[110] Iter[80/93] Loss: nan, Acc: 0.830, Base Lr: 7.60e-06
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| 725 |
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2026-06-28 15:45:41 transreid.train INFO: Epoch 110 done. Time per epoch: 50.618[s] Speed: 230.1[samples/s]
|
| 726 |
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2026-06-28 15:45:54 transreid.train INFO: Epoch[111] Iter[20/93] Loss: nan, Acc: 0.704, Base Lr: 6.31e-06
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| 727 |
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2026-06-28 15:46:04 transreid.train INFO: Epoch[111] Iter[40/93] Loss: nan, Acc: 0.753, Base Lr: 6.31e-06
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| 728 |
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2026-06-28 15:46:15 transreid.train INFO: Epoch[111] Iter[60/93] Loss: nan, Acc: 0.791, Base Lr: 6.31e-06
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| 729 |
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2026-06-28 15:46:26 transreid.train INFO: Epoch[111] Iter[80/93] Loss: nan, Acc: 0.831, Base Lr: 6.31e-06
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| 730 |
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2026-06-28 15:46:31 transreid.train INFO: Epoch 111 done. Time per epoch: 50.342[s] Speed: 228.8[samples/s]
|
| 731 |
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2026-06-28 15:46:44 transreid.train INFO: Epoch[112] Iter[20/93] Loss: nan, Acc: 0.717, Base Lr: 5.16e-06
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| 732 |
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2026-06-28 15:46:55 transreid.train INFO: Epoch[112] Iter[40/93] Loss: nan, Acc: 0.754, Base Lr: 5.16e-06
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| 733 |
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2026-06-28 15:47:06 transreid.train INFO: Epoch[112] Iter[60/93] Loss: nan, Acc: 0.795, Base Lr: 5.16e-06
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2026-06-28 15:47:16 transreid.train INFO: Epoch[112] Iter[80/93] Loss: nan, Acc: 0.832, Base Lr: 5.16e-06
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| 735 |
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2026-06-28 15:47:22 transreid.train INFO: Epoch 112 done. Time per epoch: 50.302[s] Speed: 229.0[samples/s]
|
| 736 |
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2026-06-28 15:47:34 transreid.train INFO: Epoch[113] Iter[20/93] Loss: nan, Acc: 0.688, Base Lr: 4.14e-06
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| 737 |
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2026-06-28 15:47:45 transreid.train INFO: Epoch[113] Iter[40/93] Loss: nan, Acc: 0.749, Base Lr: 4.14e-06
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| 738 |
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| 740 |
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| 741 |
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2026-06-28 15:48:25 transreid.train INFO: Epoch[114] Iter[20/93] Loss: nan, Acc: 0.677, Base Lr: 3.26e-06
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| 742 |
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2026-06-28 15:48:36 transreid.train INFO: Epoch[114] Iter[40/93] Loss: nan, Acc: 0.737, Base Lr: 3.26e-06
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| 743 |
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2026-06-28 15:48:47 transreid.train INFO: Epoch[114] Iter[60/93] Loss: nan, Acc: 0.791, Base Lr: 3.26e-06
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| 744 |
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| 745 |
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2026-06-28 15:49:03 transreid.train INFO: Epoch 114 done. Time per epoch: 49.792[s] Speed: 231.4[samples/s]
|
| 746 |
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2026-06-28 15:49:15 transreid.train INFO: Epoch[115] Iter[20/93] Loss: nan, Acc: 0.694, Base Lr: 2.51e-06
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| 747 |
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2026-06-28 15:49:26 transreid.train INFO: Epoch[115] Iter[40/93] Loss: nan, Acc: 0.739, Base Lr: 2.51e-06
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| 748 |
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| 750 |
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2026-06-28 15:49:53 transreid.train INFO: Epoch 115 done. Time per epoch: 49.945[s] Speed: 230.7[samples/s]
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| 751 |
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2026-06-28 15:50:05 transreid.train INFO: Epoch[116] Iter[20/93] Loss: nan, Acc: 0.696, Base Lr: 1.89e-06
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| 752 |
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2026-06-28 15:50:16 transreid.train INFO: Epoch[116] Iter[40/93] Loss: nan, Acc: 0.750, Base Lr: 1.89e-06
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| 753 |
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2026-06-28 15:50:27 transreid.train INFO: Epoch[116] Iter[60/93] Loss: nan, Acc: 0.793, Base Lr: 1.89e-06
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| 754 |
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2026-06-28 15:50:37 transreid.train INFO: Epoch[116] Iter[80/93] Loss: nan, Acc: 0.834, Base Lr: 1.89e-06
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| 755 |
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2026-06-28 15:50:43 transreid.train INFO: Epoch 116 done. Time per epoch: 50.434[s] Speed: 231.0[samples/s]
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| 756 |
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2026-06-28 15:50:56 transreid.train INFO: Epoch[117] Iter[20/93] Loss: nan, Acc: 0.680, Base Lr: 1.42e-06
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2026-06-28 15:51:06 transreid.train INFO: Epoch[117] Iter[40/93] Loss: nan, Acc: 0.743, Base Lr: 1.42e-06
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| 758 |
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2026-06-28 15:51:17 transreid.train INFO: Epoch[117] Iter[60/93] Loss: nan, Acc: 0.792, Base Lr: 1.42e-06
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| 759 |
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2026-06-28 15:51:28 transreid.train INFO: Epoch[117] Iter[80/93] Loss: nan, Acc: 0.831, Base Lr: 1.42e-06
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| 760 |
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2026-06-28 15:51:33 transreid.train INFO: Epoch 117 done. Time per epoch: 50.170[s] Speed: 229.6[samples/s]
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| 761 |
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2026-06-28 15:51:46 transreid.train INFO: Epoch[118] Iter[20/93] Loss: nan, Acc: 0.684, Base Lr: 1.07e-06
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| 762 |
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2026-06-28 15:51:56 transreid.train INFO: Epoch[118] Iter[40/93] Loss: nan, Acc: 0.741, Base Lr: 1.07e-06
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| 763 |
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2026-06-28 15:52:07 transreid.train INFO: Epoch[118] Iter[60/93] Loss: nan, Acc: 0.787, Base Lr: 1.07e-06
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| 764 |
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2026-06-28 15:52:18 transreid.train INFO: Epoch[118] Iter[80/93] Loss: nan, Acc: 0.832, Base Lr: 1.07e-06
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| 765 |
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2026-06-28 15:52:23 transreid.train INFO: Epoch 118 done. Time per epoch: 49.820[s] Speed: 231.2[samples/s]
|
| 766 |
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2026-06-28 15:52:35 transreid.train INFO: Epoch[119] Iter[20/93] Loss: nan, Acc: 0.673, Base Lr: 8.68e-07
|
| 767 |
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2026-06-28 15:52:46 transreid.train INFO: Epoch[119] Iter[40/93] Loss: nan, Acc: 0.747, Base Lr: 8.68e-07
|
| 768 |
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2026-06-28 15:52:57 transreid.train INFO: Epoch[119] Iter[60/93] Loss: nan, Acc: 0.791, Base Lr: 8.68e-07
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| 769 |
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2026-06-28 15:53:08 transreid.train INFO: Epoch[119] Iter[80/93] Loss: nan, Acc: 0.830, Base Lr: 8.68e-07
|
| 770 |
+
2026-06-28 15:53:13 transreid.train INFO: Epoch 119 done. Time per epoch: 49.822[s] Speed: 231.2[samples/s]
|
| 771 |
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2026-06-28 15:53:25 transreid.train INFO: Epoch[120] Iter[20/93] Loss: nan, Acc: 0.690, Base Lr: 8.00e-07
|
| 772 |
+
2026-06-28 15:53:36 transreid.train INFO: Epoch[120] Iter[40/93] Loss: nan, Acc: 0.743, Base Lr: 8.00e-07
|
| 773 |
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2026-06-28 15:53:47 transreid.train INFO: Epoch[120] Iter[60/93] Loss: nan, Acc: 0.792, Base Lr: 8.00e-07
|
| 774 |
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2026-06-28 15:53:57 transreid.train INFO: Epoch[120] Iter[80/93] Loss: nan, Acc: 0.833, Base Lr: 8.00e-07
|
| 775 |
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2026-06-28 15:54:03 transreid.train INFO: Epoch 120 done. Time per epoch: 50.284[s] Speed: 231.6[samples/s]
|
| 776 |
+
2026-06-28 15:54:39 transreid.train INFO: Validation Results - Epoch: 120
|
| 777 |
+
2026-06-28 15:54:39 transreid.train INFO: mAP: 94.2%
|
| 778 |
+
2026-06-28 15:54:39 transreid.train INFO: CMC curve, Rank-1 :97.4%
|
| 779 |
+
2026-06-28 15:54:39 transreid.train INFO: CMC curve, Rank-5 :99.1%
|
| 780 |
+
2026-06-28 15:54:39 transreid.train INFO: CMC curve, Rank-10 :99.6%
|
| 781 |
+
|
transformer_120.pth
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:ba01ce680e9c5a3d72a9f155636f86d4c211e6e1192c94dfe09d8b071ec34f7a
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| 3 |
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size 89317667
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