Thank you for your reply.
May I ask what weight file you are using for training? I used the weight file downloaded from Hugging Face, why is the final result AP value higher than the 91.39 mentioned in your paper?Here are my training results:
------------------------------[Epoch: 1]------------------------------
100%|████████████████████████████████████████████████████████████████████████| 295/295 [04:45<00:00, 1.03it/s, loss=0.8654, loss_avg=1.0052, lr=0.000000]
Epoch: 1, Train Loss = 1.005, Lr = 0.000000
Shuffle Dataset:
42428it [00:00, 191806.88it/s]
Original Length: 37854 - Length after Shuffle: 37760
Break Counter: 512
Pairs left out of last batch to avoid creating noise: 94
First Element ID: 0945 - Last Element ID: 1646
Thank you for your reply. May I ask what weight file you are using for training? I used the weight file downloaded from Hugging Face, why is the final result AP value higher than the 91.39 mentioned in your paper?Here are my training results: ------------------------------[Epoch: 1]------------------------------ 100%|████████████████████████████████████████████████████████████████████████| 295/295 [04:45<00:00, 1.03it/s, loss=0.8654, loss_avg=1.0052, lr=0.000000] Epoch: 1, Train Loss = 1.005, Lr = 0.000000
------------------------------[Evaluate]------------------------------ Extract Features: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 6/6 [00:03<00:00, 1.94it/s] 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 402/402 [01:43<00:00, 3.90it/s] Compute Scores: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 701/701 [00:03<00:00, 194.62it/s] Recall@1: 95.0071 - Recall@5: 96.7190 - Recall@10: 97.1469 - Recall@top1: 99.2867 - AP: 91.6379
Shuffle Dataset: 42428it [00:00, 191806.88it/s] Original Length: 37854 - Length after Shuffle: 37760 Break Counter: 512 Pairs left out of last batch to avoid creating noise: 94 First Element ID: 0945 - Last Element ID: 1646