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2024-12-13 00:32:34,547 - INFO - Self Supervised Video Hashing Evaluation: S5VH
2024-12-13 00:32:34,547 - INFO - set seed: 1
2024-12-13 00:32:34,547 - INFO - PARAMETER ......
2024-12-13 00:32:34,547 - INFO - Config (path: /data2/lianniu/S5VH/configs/S5VH/hmdb.py): {'model_name': 'S5VH', 'use_checkpoint': None, 'feature_size': 4096, 'hidden_size': 256, 'max_frames': 25, 'nbits': 32, 'S5VH_type': 'small', 'dataset': 'hmdb', 'workers': 1, 'batch_size': 128, 'mask_ratio': 0.5, 'latent_dim_pca': 512, 'initWithCSQ': True, 'rho': 5e-05, 'gamma': 1.618033988749895, 'seed': 1, 'num_epochs': 350, 'alpha': 1, 'temperature': 0.5, 'tau_plus': 0.05, 'train_num_sample': 3570, 'a_cluster': 0.1, 'temperature_cluster': 0.5, 'nclusters': 100, 'warm_up_epoch': 50, 'smoothing_alpha': 0.01, 'test_batch_size': 128, 'test_num_sample': 3570, 'query_num_sample': 1530, 'optimizer_name': 'AdamW', 'schedule': 'CosineAnnealingLR', 'lr': 0.0005, 'min_lr': 1e-05, 'data_root': '/data2/lianniu/dataset/hmdb4/', 'home_root': '/data2/lianniu/', 'train_feat_path': '/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5', 'train_assist_path': '/data2/lianniu/dataset/hmdb4/final_train_train_assit.h5', 'latent_feat_path': '/data2/lianniu/dataset/hmdb4/final_train_latent_feats.h5', 'anchor_path': '/data2/lianniu/dataset/hmdb4/final_train_anchors.h5', 'sim_path': '/data2/lianniu/dataset/hmdb4/final_train_sim_matrix.h5', 'semantic_center_path': '/data2/lianniu/dataset/hmdb4/semantic.h5', 'hash_center_path': '/data2/lianniu/dataset/hmdb4/hash_center_32.h5', 'im2cluster_path': '/data2/lianniu/dataset/hmdb4/im2cluster.h5', 'test_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5'], 'label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_labels.mat'], 'query_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_feats.h5'], 'query_label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_labels.mat'], 'save_dir': '/data2/lianniu/saved_model/hmdb/S5VH', 'file_path': '/data2/lianniu/saved_model/hmdb/S5VH_32bit'}
2024-12-13 00:32:34,547 - INFO - loading model ......
2024-12-13 00:33:14,173 - INFO - Self Supervised Video Hashing Evaluation: S5VH
2024-12-13 00:33:14,173 - INFO - set seed: 1
2024-12-13 00:33:14,173 - INFO - PARAMETER ......
2024-12-13 00:33:14,173 - INFO - Config (path: /data2/lianniu/S5VH/configs/S5VH/hmdb.py): {'model_name': 'S5VH', 'use_checkpoint': None, 'feature_size': 4096, 'hidden_size': 256, 'max_frames': 25, 'nbits': 32, 'S5VH_type': 'small', 'dataset': 'hmdb', 'workers': 1, 'batch_size': 128, 'mask_ratio': 0.5, 'latent_dim_pca': 512, 'initWithCSQ': True, 'rho': 5e-05, 'gamma': 1.618033988749895, 'seed': 1, 'num_epochs': 350, 'alpha': 1, 'temperature': 0.5, 'tau_plus': 0.05, 'train_num_sample': 3570, 'a_cluster': 0.1, 'temperature_cluster': 0.5, 'nclusters': 100, 'warm_up_epoch': 50, 'smoothing_alpha': 0.01, 'test_batch_size': 128, 'test_num_sample': 3570, 'query_num_sample': 1530, 'optimizer_name': 'AdamW', 'schedule': 'CosineAnnealingLR', 'lr': 0.0005, 'min_lr': 1e-05, 'data_root': '/data2/lianniu/dataset/hmdb4/', 'home_root': '/data2/lianniu/', 'train_feat_path': '/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5', 'train_assist_path': '/data2/lianniu/dataset/hmdb4/final_train_train_assit.h5', 'latent_feat_path': '/data2/lianniu/dataset/hmdb4/final_train_latent_feats.h5', 'anchor_path': '/data2/lianniu/dataset/hmdb4/final_train_anchors.h5', 'sim_path': '/data2/lianniu/dataset/hmdb4/final_train_sim_matrix.h5', 'semantic_center_path': '/data2/lianniu/dataset/hmdb4/semantic.h5', 'hash_center_path': '/data2/lianniu/dataset/hmdb4/hash_center_32.h5', 'im2cluster_path': '/data2/lianniu/dataset/hmdb4/im2cluster.h5', 'test_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5'], 'label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_labels.mat'], 'query_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_feats.h5'], 'query_label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_labels.mat'], 'save_dir': '/data2/lianniu/saved_model/hmdb/S5VH', 'file_path': '/data2/lianniu/saved_model/hmdb/S5VH_32bit'}
2024-12-13 00:33:14,173 - INFO - loading model ......
2024-12-13 00:33:17,947 - INFO - eval data number: 3570
2024-12-13 00:33:21,180 - INFO - loading query data ......
2024-12-13 00:33:22,264 - INFO - retrieval costs: 4.3159873485565186
2024-12-13 00:33:22,396 - INFO - hamming distance computation costs: 0.13152647018432617
2024-12-13 00:33:22,509 - INFO - hamming ranking costs: 0.11313199996948242
2024-12-13 00:33:22,509 - INFO - labels shape: (1530, 51) and (3570, 51)
2024-12-13 00:33:22,717 - INFO - similarity labels generation costs: 0.20787405967712402
2024-12-13 00:33:22,741 - INFO - topK: 5:, map: 0.24540087145969502
2024-12-13 00:33:22,828 - INFO - topK: 20:, map: 0.17601446417160388
2024-12-13 00:33:22,992 - INFO - topK: 40:, map: 0.13675446716441722
2024-12-13 00:33:23,239 - INFO - topK: 60:, map: 0.11041627698737451
2024-12-13 00:33:23,561 - INFO - topK: 80:, map: 0.0909366697270436
2024-12-13 00:33:23,961 - INFO - topK: 100:, map: 0.07683792540965259
2024-12-13 00:33:23,971 - INFO - eval data number: 3570
2024-12-13 00:33:26,009 - INFO - loading query data ......
2024-12-14 13:58:00,344 - INFO - Self Supervised Video Hashing Evaluation: S5VH
2024-12-14 13:58:00,345 - INFO - set seed: 1
2024-12-14 13:58:00,345 - INFO - PARAMETER ......
2024-12-14 13:58:00,345 - INFO - Config (path: /data2/lianniu/S5VH/configs/S5VH/hmdb.py): {'model_name': 'S5VH', 'use_checkpoint': None, 'feature_size': 4096, 'hidden_size': 256, 'max_frames': 25, 'nbits': 32, 'S5VH_type': 'small', 'dataset': 'hmdb', 'workers': 1, 'batch_size': 128, 'mask_ratio': 0.5, 'latent_dim_pca': 4096, 'initWithCSQ': True, 'rho': 5e-05, 'gamma': 1.618033988749895, 'seed': 1, 'num_epochs': 350, 'alpha': 1, 'temperature': 0.5, 'tau_plus': 0.05, 'train_num_sample': 3570, 'a_cluster': 0.1, 'temperature_cluster': 0.5, 'nclusters': 100, 'warm_up_epoch': 50, 'smoothing_alpha': 0.01, 'test_batch_size': 128, 'test_num_sample': 3570, 'query_num_sample': 1530, 'optimizer_name': 'AdamW', 'schedule': 'CosineAnnealingLR', 'lr': 0.0005, 'min_lr': 1e-05, 'data_root': '/data2/lianniu/dataset/hmdb4/', 'home_root': '/data2/lianniu/', 'train_feat_path': '/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5', 'train_assist_path': '/data2/lianniu/dataset/hmdb4/final_train_train_assit.h5', 'latent_feat_path': '/data2/lianniu/dataset/hmdb4/final_train_latent_feats.h5', 'anchor_path': '/data2/lianniu/dataset/hmdb4/final_train_anchors.h5', 'sim_path': '/data2/lianniu/dataset/hmdb4/final_train_sim_matrix.h5', 'semantic_center_path': '/data2/lianniu/dataset/hmdb4/semantic.h5', 'hash_center_path': '/data2/lianniu/dataset/hmdb4/hash_center_32.h5', 'im2cluster_path': '/data2/lianniu/dataset/hmdb4/im2cluster.h5', 'test_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_feats.h5'], 'label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_train_labels.mat'], 'query_feat_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_feats.h5'], 'query_label_path': ['/data2/lianniu/dataset/hmdb4/hmdb_test_labels.mat'], 'save_dir': '/data2/lianniu/saved_model/hmdb/S5VH', 'file_path': '/data2/lianniu/saved_model/hmdb/S5VH_32bit'}
2024-12-14 13:58:00,345 - INFO - loading model ......
2024-12-14 13:58:09,480 - INFO - eval data number: 3570
2024-12-14 13:58:15,207 - INFO - loading query data ......
2024-12-14 13:58:17,250 - INFO - retrieval costs: 7.767637252807617
2024-12-14 13:58:17,548 - INFO - hamming distance computation costs: 0.298046350479126
2024-12-14 13:58:17,733 - INFO - hamming ranking costs: 0.18570733070373535
2024-12-14 13:58:17,734 - INFO - labels shape: (1530, 51) and (3570, 51)
2024-12-14 13:58:18,179 - INFO - similarity labels generation costs: 0.4452173709869385
2024-12-14 13:58:18,244 - INFO - topK: 5:, map: 0.24540087145969502
2024-12-14 13:58:18,444 - INFO - topK: 20:, map: 0.17601446417160388
2024-12-14 13:58:18,843 - INFO - topK: 40:, map: 0.13675446716441722
2024-12-14 13:58:19,441 - INFO - topK: 60:, map: 0.11041627698737451
2024-12-14 13:58:20,219 - INFO - topK: 80:, map: 0.0909366697270436
2024-12-14 13:58:21,176 - INFO - topK: 100:, map: 0.07683792540965259