diff --git a/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/.hydra/config.yaml b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..53ba153b0cd38b14817ce330f6b81ed8f012ca2e --- /dev/null +++ b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/.hydra/config.yaml @@ -0,0 +1,50 @@ +exp_name: exp_for_mtrans +checkpoints_dir: ./Part_TMR/checkpoints/${exp_name}/${dataset.dataset_name} +device: cuda:4 +rag: + database_path: database + num_retrieval: 10 + top_k: 1 + use_shuffle: false +preprocess: + padding: true +model: + text_encoder: ViT-B-32.pt + use_hbm_loss: true + lambda_part: 1.0 + temperature: 0.07 + embed_dim: 512 + queue_size: 65536 + part_queue_size: 65536 + momentum: 0.999 + motion_embedding_dims: 512 + text_embedding_dims: 512 + projection_dims: 512 + dropout: 0.5 +eval: + eval_train: false + use_best_model: true +dataset: + dataset_name: HumanML3D + data_root: ./dataset/HumanML3D + train_split_filename: train.txt + motion_dir: ${dataset.data_root}/new_joint_vecs + text_dir: ${dataset.data_root}/texts + joints_num: 22 + max_motion_length: 224 + times: 1 + fps: 20 + motion_lr_factor: 10.0 + text_lr_factor: 1.0 + head_lr_factor: 10.0 +train: + batch_size: 2 + epoch: 1 + optimizer: + motion_lr: 1.0e-05 + text_lr: 1.0e-05 + head_lr: 1.0e-05 + train_text_encoder: false + seed: 42 + log_interval: 100 + log_loss_components: true diff --git a/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/best_model.pt b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/best_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..bee27450245216b9093c651fc4002f39ec664ea0 --- /dev/null +++ b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/best_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:845837b54aaf228142e59716d5731fb2839f8c00fb8cabf51a9c3a951a72092a +size 2839665878 diff --git a/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/last_model.pt b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/last_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..bc794aa424819b155e50d89659be3f4a5c0ede63 --- /dev/null +++ b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/last_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:be64f39ce36ca7e53d72e8465899713622e996127ba7f0154ebfe47a833e6b31 +size 2839665878 diff --git a/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/train.log b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/train.log new file mode 100644 index 0000000000000000000000000000000000000000..d82aa6a9cd1980a543e685b4c6dc2c7375826408 --- /dev/null +++ b/Part_TMR/checkpoints/exp_for_mtrans/HumanML3D/train.log @@ -0,0 +1,2 @@ +[2025-12-18 08:49:28,323][__main__][INFO] - epoch 0, tr_loss 38.3093 (inst: 18.1818, part: 20.1275), te_loss 24.9851 (inst: 9.2104, part: 15.7747), t2m_r1 0.07, m2t_r1 0.05 +[2025-12-18 15:36:41,011][__main__][INFO] - epoch 0, tr_loss 38.3093 (inst: 18.1818, part: 20.1275), te_loss 24.9851 (inst: 9.2104, part: 15.7747), t2m_r1 0.07, m2t_r1 0.05 diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/config.yaml b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/config.yaml new file mode 100644 index 0000000000000000000000000000000000000000..bed5dfa1c3a0554bc554ca0df3f1efc3f9e15601 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/config.yaml @@ -0,0 +1,50 @@ +exp_name: exp_pretrain +checkpoints_dir: ./Part_TMR/checkpoints/${exp_name}/${dataset.dataset_name} +device: cuda:4 +rag: + database_path: database + num_retrieval: 10 + top_k: 1 + use_shuffle: false +preprocess: + padding: true +model: + text_encoder: ViT-B-32.pt + use_hbm_loss: true + lambda_part: 1.0 + temperature: 0.07 + embed_dim: 512 + queue_size: 65536 + part_queue_size: 65536 + momentum: 0.999 + motion_embedding_dims: 512 + text_embedding_dims: 512 + projection_dims: 512 + dropout: 0.5 +eval: + eval_train: false + use_best_model: true +dataset: + dataset_name: HumanML3D + data_root: ./dataset/HumanML3D + train_split_filename: train.txt + motion_dir: ${dataset.data_root}/new_joint_vecs + text_dir: ${dataset.data_root}/texts + joints_num: 22 + max_motion_length: 224 + times: 1 + fps: 20 + motion_lr_factor: 10.0 + text_lr_factor: 1.0 + head_lr_factor: 10.0 +train: + batch_size: 128 + epoch: 200 + optimizer: + motion_lr: 1.0e-05 + text_lr: 1.0e-05 + head_lr: 1.0e-05 + train_text_encoder: false + seed: 42 + log_interval: 100 + log_loss_components: true diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/hydra.yaml b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/hydra.yaml new file mode 100644 index 0000000000000000000000000000000000000000..441f8967d5e9f71a7623183090dd6d67875fd243 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/hydra.yaml @@ -0,0 +1,159 @@ +hydra: + run: + dir: ./Part_TMR/checkpoints/${exp_name}/${dataset.dataset_name} + sweep: + dir: multirun/${now:%Y-%m-%d}/${now:%H-%M-%S} + subdir: ${hydra.job.num} + launcher: + _target_: hydra._internal.core_plugins.basic_launcher.BasicLauncher + sweeper: + _target_: hydra._internal.core_plugins.basic_sweeper.BasicSweeper + max_batch_size: null + params: null + help: + app_name: ${hydra.job.name} + header: '${hydra.help.app_name} is powered by Hydra. + + ' + footer: 'Powered by Hydra (https://hydra.cc) + + Use --hydra-help to view Hydra specific help + + ' + template: '${hydra.help.header} + + == Configuration groups == + + Compose your configuration from those groups (group=option) + + + $APP_CONFIG_GROUPS + + + == Config == + + Override anything in the config (foo.bar=value) + + + $CONFIG + + + ${hydra.help.footer} + + ' + hydra_help: + template: 'Hydra (${hydra.runtime.version}) + + See https://hydra.cc for more info. + + + == Flags == + + $FLAGS_HELP + + + == Configuration groups == + + Compose your configuration from those groups (For example, append hydra/job_logging=disabled + to command line) + + + $HYDRA_CONFIG_GROUPS + + + Use ''--cfg hydra'' to Show the Hydra config. + + ' + hydra_help: ??? + hydra_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][HYDRA] %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + root: + level: INFO + handlers: + - console + loggers: + logging_example: + level: DEBUG + disable_existing_loggers: false + job_logging: + version: 1 + formatters: + simple: + format: '[%(asctime)s][%(name)s][%(levelname)s] - %(message)s' + handlers: + console: + class: logging.StreamHandler + formatter: simple + stream: ext://sys.stdout + file: + class: logging.FileHandler + formatter: simple + filename: ${hydra.runtime.output_dir}/${hydra.job.name}.log + root: + level: INFO + handlers: + - console + - file + disable_existing_loggers: false + env: {} + mode: RUN + searchpath: [] + callbacks: {} + output_subdir: .hydra + overrides: + hydra: + - hydra.mode=RUN + task: + - train=train + - device=cuda:4 + - exp_name=exp_pretrain + job: + name: test + chdir: null + override_dirname: device=cuda:4,exp_name=exp_pretrain,train=train + id: ??? + num: ??? + config_name: config + env_set: {} + env_copy: [] + config: + override_dirname: + kv_sep: '=' + item_sep: ',' + exclude_keys: [] + runtime: + version: 1.3.2 + version_base: '1.3' + cwd: /data/AI4E/lzd/AAAI/ReMoMaskV2/ReMoMask_open/ReMoMask + config_sources: + - path: hydra.conf + schema: pkg + provider: hydra + - path: /data/AI4E/lzd/AAAI/ReMoMaskV2/ReMoMask_open/ReMoMask/Part_TMR/conf + schema: file + provider: main + - path: '' + schema: structured + provider: schema + output_dir: /data/AI4E/lzd/AAAI/ReMoMaskV2/ReMoMask_open/ReMoMask/Part_TMR/checkpoints/exp_pretrain/HumanML3D + choices: + train: train + dataset: HumanML3D + hydra/env: default + hydra/callbacks: null + hydra/job_logging: default + hydra/hydra_logging: default + hydra/hydra_help: default + hydra/help: default + hydra/sweeper: basic + hydra/launcher: basic + hydra/output: default + verbose: false diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/overrides.yaml b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/overrides.yaml new file mode 100644 index 0000000000000000000000000000000000000000..fd788e164ed040eef70857fa6a4cc0746467eb60 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/.hydra/overrides.yaml @@ -0,0 +1,3 @@ +- train=train +- device=cuda:4 +- exp_name=exp_pretrain diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/best_model.pt b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/best_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..1fef88f3f25b039cc162e82d8cb06adc171548b5 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/best_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:15c9415011df62e4a5a987228b8e766b5847c626b91201cafa2869567d8bdf1d +size 2831235366 diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/last_model.pt b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/last_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..2211e5cf2c24d2097ec7070397431946fb4ce171 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/last_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c78d1dc97e6c021325abc56d929987318f132a823c345ccc55787feb24f3e41e +size 2831235366 diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/test.log b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/test.log new file mode 100644 index 0000000000000000000000000000000000000000..1192d0ad6264b0f14a38e3814e106ef056d1465b --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/test.log @@ -0,0 +1,24 @@ +[2026-02-09 12:29:37,114][__main__][INFO] - t2m_recall_top1_correct_composition: 19.51 +[2026-02-09 12:29:37,115][__main__][INFO] - t2m_recall_top2_correct_composition: 24.56 +[2026-02-09 12:29:37,115][__main__][INFO] - t2m_recall_top3_correct_composition: 28.12 +[2026-02-09 12:29:37,115][__main__][INFO] - t2m_recall_top5_correct_composition: 33.52 +[2026-02-09 12:29:37,115][__main__][INFO] - t2m_recall_top10_correct_composition: 42.97 +[2026-02-09 12:29:37,116][__main__][INFO] - t2m_recall_median_correct_composition: 17.00 +[2026-02-09 12:29:38,465][__main__][INFO] - m2t_recall_top1_correct_composition: 16.82 +[2026-02-09 12:29:38,466][__main__][INFO] - m2t_recall_top2_correct_composition: 19.73 +[2026-02-09 12:29:38,466][__main__][INFO] - m2t_recall_top3_correct_composition: 24.11 +[2026-02-09 12:29:38,466][__main__][INFO] - m2t_recall_top5_correct_composition: 29.78 +[2026-02-09 12:29:38,466][__main__][INFO] - m2t_recall_top10_correct_composition: 37.80 +[2026-02-09 12:29:38,466][__main__][INFO] - m2t_recall_median_correct_composition: 24.00 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_top1_correct_composition: 19.51 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_top2_correct_composition: 24.56 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_top3_correct_composition: 28.12 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_top5_correct_composition: 33.52 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_top10_correct_composition: 42.97 +[2026-02-09 12:37:49,064][__main__][INFO] - t2m_recall_median_correct_composition: 17.00 +[2026-02-09 12:37:50,319][__main__][INFO] - m2t_recall_top1_correct_composition: 16.82 +[2026-02-09 12:37:50,319][__main__][INFO] - m2t_recall_top2_correct_composition: 19.73 +[2026-02-09 12:37:50,319][__main__][INFO] - m2t_recall_top3_correct_composition: 24.11 +[2026-02-09 12:37:50,320][__main__][INFO] - m2t_recall_top5_correct_composition: 29.78 +[2026-02-09 12:37:50,320][__main__][INFO] - m2t_recall_top10_correct_composition: 37.80 +[2026-02-09 12:37:50,320][__main__][INFO] - m2t_recall_median_correct_composition: 24.00 diff --git a/Part_TMR/checkpoints/exp_pretrain/HumanML3D/train.log b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/train.log new file mode 100644 index 0000000000000000000000000000000000000000..4c439c1e919cdcfefd766d561470705c3e9b7032 --- /dev/null +++ b/Part_TMR/checkpoints/exp_pretrain/HumanML3D/train.log @@ -0,0 +1,200 @@ +[2025-12-22 14:08:21,033][__main__][INFO] - epoch 0, tr_loss 34.0905 (inst: 16.4355, part: 17.6549), te_loss 30.5261 (inst: 14.5408, part: 15.9853), t2m_r1 0.45, m2t_r1 1.32 +[2025-12-22 14:13:00,463][__main__][INFO] - epoch 1, tr_loss 35.1607 (inst: 17.0853, part: 18.0755), te_loss 31.3288 (inst: 15.1449, part: 16.1839), t2m_r1 1.22, m2t_r1 1.49 +[2025-12-22 14:17:49,033][__main__][INFO] - epoch 2, tr_loss 34.5341 (inst: 16.7444, part: 17.7897), te_loss 29.9920 (inst: 14.4669, part: 15.5251), t2m_r1 2.09, m2t_r1 2.46 +[2025-12-22 14:22:29,944][__main__][INFO] - epoch 3, tr_loss 32.4536 (inst: 15.6396, part: 16.8140), te_loss 28.2248 (inst: 13.5889, part: 14.6359), t2m_r1 2.81, m2t_r1 3.43 +[2025-12-22 14:27:21,521][__main__][INFO] - epoch 4, tr_loss 30.7998 (inst: 14.8023, part: 15.9975), te_loss 27.1374 (inst: 13.0465, part: 14.0909), t2m_r1 3.31, m2t_r1 4.23 +[2025-12-22 14:32:14,318][__main__][INFO] - epoch 5, tr_loss 29.9119 (inst: 14.3508, part: 15.5611), te_loss 26.7828 (inst: 12.8894, part: 13.8934), t2m_r1 3.93, m2t_r1 4.16 +[2025-12-22 14:36:51,528][__main__][INFO] - epoch 6, tr_loss 29.4376 (inst: 14.1114, part: 15.3262), te_loss 26.5095 (inst: 12.7760, part: 13.7334), t2m_r1 4.25, m2t_r1 4.23 +[2025-12-22 14:41:38,944][__main__][INFO] - epoch 7, tr_loss 29.2165 (inst: 14.0010, part: 15.2155), te_loss 26.4240 (inst: 12.7341, part: 13.6899), t2m_r1 4.90, m2t_r1 5.23 +[2025-12-22 14:46:20,631][__main__][INFO] - epoch 8, tr_loss 29.1512 (inst: 13.9685, part: 15.1827), te_loss 26.5353 (inst: 12.8118, part: 13.7235), t2m_r1 4.45, m2t_r1 5.25 +[2025-12-22 14:50:48,322][__main__][INFO] - epoch 9, tr_loss 29.0386 (inst: 13.9206, part: 15.1180), te_loss 26.4958 (inst: 12.8030, part: 13.6928), t2m_r1 4.95, m2t_r1 5.52 +[2025-12-22 14:55:29,284][__main__][INFO] - epoch 10, tr_loss 28.9191 (inst: 13.8585, part: 15.0606), te_loss 26.3979 (inst: 12.7435, part: 13.6544), t2m_r1 5.23, m2t_r1 5.82 +[2025-12-22 15:00:06,571][__main__][INFO] - epoch 11, tr_loss 28.7382 (inst: 13.7609, part: 14.9773), te_loss 26.3543 (inst: 12.7459, part: 13.6085), t2m_r1 6.02, m2t_r1 6.25 +[2025-12-22 15:04:42,914][__main__][INFO] - epoch 12, tr_loss 28.5167 (inst: 13.6329, part: 14.8838), te_loss 26.3562 (inst: 12.7340, part: 13.6223), t2m_r1 5.75, m2t_r1 5.42 +[2025-12-22 15:09:08,255][__main__][INFO] - epoch 13, tr_loss 28.3314 (inst: 13.5295, part: 14.8019), te_loss 26.2891 (inst: 12.7069, part: 13.5822), t2m_r1 6.17, m2t_r1 5.85 +[2025-12-22 15:13:54,037][__main__][INFO] - epoch 14, tr_loss 28.0877 (inst: 13.3865, part: 14.7012), te_loss 26.1559 (inst: 12.6388, part: 13.5170), t2m_r1 6.10, m2t_r1 6.15 +[2025-12-22 15:18:26,172][__main__][INFO] - epoch 15, tr_loss 27.8168 (inst: 13.2259, part: 14.5909), te_loss 25.8195 (inst: 12.4324, part: 13.3871), t2m_r1 5.72, m2t_r1 6.05 +[2025-12-22 15:22:59,737][__main__][INFO] - epoch 16, tr_loss 27.5792 (inst: 13.0959, part: 14.4833), te_loss 25.7543 (inst: 12.4123, part: 13.3420), t2m_r1 6.49, m2t_r1 7.04 +[2025-12-22 15:27:48,584][__main__][INFO] - epoch 17, tr_loss 27.3624 (inst: 12.9735, part: 14.3888), te_loss 25.7975 (inst: 12.4236, part: 13.3739), t2m_r1 6.49, m2t_r1 7.07 +[2025-12-22 15:32:36,134][__main__][INFO] - epoch 18, tr_loss 27.1791 (inst: 12.8708, part: 14.3082), te_loss 25.4579 (inst: 12.2593, part: 13.1985), t2m_r1 7.09, m2t_r1 7.46 +[2025-12-22 15:37:23,891][__main__][INFO] - epoch 19, tr_loss 27.0498 (inst: 12.7970, part: 14.2528), te_loss 25.7391 (inst: 12.4097, part: 13.3293), t2m_r1 7.32, m2t_r1 7.69 +[2025-12-22 15:42:21,803][__main__][INFO] - epoch 20, tr_loss 26.9252 (inst: 12.7280, part: 14.1972), te_loss 25.4959 (inst: 12.2748, part: 13.2211), t2m_r1 7.22, m2t_r1 7.79 +[2025-12-22 15:46:50,444][__main__][INFO] - epoch 21, tr_loss 26.7981 (inst: 12.6455, part: 14.1526), te_loss 25.7399 (inst: 12.4083, part: 13.3316), t2m_r1 7.96, m2t_r1 7.46 +[2025-12-22 15:51:38,204][__main__][INFO] - epoch 22, tr_loss 26.7014 (inst: 12.5833, part: 14.1181), te_loss 25.4830 (inst: 12.2662, part: 13.2168), t2m_r1 7.91, m2t_r1 7.51 +[2025-12-22 15:56:02,737][__main__][INFO] - epoch 23, tr_loss 26.6301 (inst: 12.5288, part: 14.1014), te_loss 25.5300 (inst: 12.2947, part: 13.2353), t2m_r1 7.84, m2t_r1 7.69 +[2025-12-22 16:00:30,860][__main__][INFO] - epoch 24, tr_loss 26.4753 (inst: 12.4264, part: 14.0489), te_loss 25.6608 (inst: 12.3322, part: 13.3286), t2m_r1 8.11, m2t_r1 8.11 +[2025-12-22 16:06:06,688][__main__][INFO] - epoch 25, tr_loss 26.3419 (inst: 12.3412, part: 14.0007), te_loss 25.6484 (inst: 12.3301, part: 13.3183), t2m_r1 8.66, m2t_r1 8.11 +[2025-12-22 16:10:59,504][__main__][INFO] - epoch 26, tr_loss 26.1919 (inst: 12.2481, part: 13.9438), te_loss 25.4819 (inst: 12.2353, part: 13.2466), t2m_r1 8.68, m2t_r1 7.69 +[2025-12-22 16:15:42,641][__main__][INFO] - epoch 27, tr_loss 26.0476 (inst: 12.1568, part: 13.8907), te_loss 25.6647 (inst: 12.3342, part: 13.3305), t2m_r1 9.31, m2t_r1 7.84 +[2025-12-22 16:20:16,899][__main__][INFO] - epoch 28, tr_loss 25.9099 (inst: 12.0619, part: 13.8481), te_loss 25.4629 (inst: 12.2104, part: 13.2526), t2m_r1 9.03, m2t_r1 8.14 +[2025-12-22 16:24:41,525][__main__][INFO] - epoch 29, tr_loss 25.7638 (inst: 11.9845, part: 13.7793), te_loss 25.5360 (inst: 12.2722, part: 13.2638), t2m_r1 9.38, m2t_r1 8.43 +[2025-12-22 16:29:21,671][__main__][INFO] - epoch 30, tr_loss 25.6622 (inst: 11.9242, part: 13.7380), te_loss 25.7136 (inst: 12.3547, part: 13.3588), t2m_r1 8.86, m2t_r1 8.46 +[2025-12-22 16:33:48,018][__main__][INFO] - epoch 31, tr_loss 25.5611 (inst: 11.8619, part: 13.6992), te_loss 25.8915 (inst: 12.4657, part: 13.4257), t2m_r1 8.81, m2t_r1 8.68 +[2025-12-22 16:38:12,403][__main__][INFO] - epoch 32, tr_loss 25.4785 (inst: 11.8142, part: 13.6643), te_loss 25.7370 (inst: 12.3845, part: 13.3526), t2m_r1 9.11, m2t_r1 8.21 +[2025-12-22 16:42:39,729][__main__][INFO] - epoch 33, tr_loss 25.4423 (inst: 11.7888, part: 13.6534), te_loss 25.5800 (inst: 12.3056, part: 13.2745), t2m_r1 9.80, m2t_r1 8.63 +[2025-12-22 16:47:23,184][__main__][INFO] - epoch 34, tr_loss 25.3285 (inst: 11.7215, part: 13.6070), te_loss 25.7115 (inst: 12.3620, part: 13.3496), t2m_r1 9.75, m2t_r1 8.34 +[2025-12-22 16:51:49,254][__main__][INFO] - epoch 35, tr_loss 25.2493 (inst: 11.6741, part: 13.5752), te_loss 25.8605 (inst: 12.4372, part: 13.4233), t2m_r1 10.18, m2t_r1 8.83 +[2025-12-22 16:56:29,584][__main__][INFO] - epoch 36, tr_loss 25.1534 (inst: 11.6144, part: 13.5390), te_loss 25.6504 (inst: 12.3246, part: 13.3258), t2m_r1 8.73, m2t_r1 9.43 +[2025-12-22 17:00:54,083][__main__][INFO] - epoch 37, tr_loss 25.0585 (inst: 11.5562, part: 13.5023), te_loss 25.4896 (inst: 12.2449, part: 13.2447), t2m_r1 9.85, m2t_r1 9.38 +[2025-12-22 17:05:27,615][__main__][INFO] - epoch 38, tr_loss 24.9443 (inst: 11.4866, part: 13.4577), te_loss 25.6189 (inst: 12.3304, part: 13.2886), t2m_r1 10.50, m2t_r1 9.21 +[2025-12-22 17:10:03,613][__main__][INFO] - epoch 39, tr_loss 24.8693 (inst: 11.4365, part: 13.4328), te_loss 25.8181 (inst: 12.4182, part: 13.3999), t2m_r1 9.36, m2t_r1 9.33 +[2025-12-22 17:14:26,753][__main__][INFO] - epoch 40, tr_loss 24.7822 (inst: 11.3788, part: 13.4034), te_loss 25.6660 (inst: 12.3056, part: 13.3604), t2m_r1 10.72, m2t_r1 9.06 +[2025-12-22 17:19:07,404][__main__][INFO] - epoch 41, tr_loss 24.7042 (inst: 11.3228, part: 13.3814), te_loss 25.6738 (inst: 12.3220, part: 13.3517), t2m_r1 10.72, m2t_r1 9.58 +[2025-12-22 17:24:30,269][__main__][INFO] - epoch 42, tr_loss 24.6024 (inst: 11.2663, part: 13.3361), te_loss 25.7519 (inst: 12.3589, part: 13.3930), t2m_r1 10.62, m2t_r1 9.83 +[2025-12-22 17:28:59,365][__main__][INFO] - epoch 43, tr_loss 24.5726 (inst: 11.2503, part: 13.3223), te_loss 25.9933 (inst: 12.4859, part: 13.5074), t2m_r1 9.90, m2t_r1 10.08 +[2025-12-22 17:33:27,735][__main__][INFO] - epoch 44, tr_loss 24.5182 (inst: 11.2215, part: 13.2967), te_loss 25.9856 (inst: 12.4811, part: 13.5045), t2m_r1 10.62, m2t_r1 9.48 +[2025-12-22 17:38:06,876][__main__][INFO] - epoch 45, tr_loss 24.4185 (inst: 11.1645, part: 13.2540), te_loss 25.9827 (inst: 12.4771, part: 13.5057), t2m_r1 10.62, m2t_r1 10.18 +[2025-12-22 17:42:31,335][__main__][INFO] - epoch 46, tr_loss 24.3655 (inst: 11.1384, part: 13.2271), te_loss 26.0444 (inst: 12.5420, part: 13.5024), t2m_r1 10.50, m2t_r1 10.62 +[2025-12-22 17:47:21,936][__main__][INFO] - epoch 47, tr_loss 24.2369 (inst: 11.0640, part: 13.1729), te_loss 25.9094 (inst: 12.4769, part: 13.4326), t2m_r1 11.59, m2t_r1 9.90 +[2025-12-22 17:52:08,782][__main__][INFO] - epoch 48, tr_loss 24.2009 (inst: 11.0442, part: 13.1567), te_loss 26.0424 (inst: 12.5241, part: 13.5182), t2m_r1 11.89, m2t_r1 10.25 +[2025-12-22 17:56:54,340][__main__][INFO] - epoch 49, tr_loss 24.1283 (inst: 10.9984, part: 13.1299), te_loss 26.0404 (inst: 12.5304, part: 13.5100), t2m_r1 11.02, m2t_r1 10.40 +[2025-12-22 18:01:18,745][__main__][INFO] - epoch 50, tr_loss 24.0949 (inst: 10.9744, part: 13.1205), te_loss 26.2188 (inst: 12.6190, part: 13.5997), t2m_r1 11.27, m2t_r1 10.50 +[2025-12-22 18:05:41,983][__main__][INFO] - epoch 51, tr_loss 24.0757 (inst: 10.9585, part: 13.1172), te_loss 26.3478 (inst: 12.6991, part: 13.6486), t2m_r1 11.55, m2t_r1 10.72 +[2025-12-22 18:10:08,460][__main__][INFO] - epoch 52, tr_loss 23.9935 (inst: 10.9083, part: 13.0852), te_loss 26.1645 (inst: 12.5822, part: 13.5823), t2m_r1 12.19, m2t_r1 10.35 +[2025-12-22 18:14:47,641][__main__][INFO] - epoch 53, tr_loss 23.9380 (inst: 10.8739, part: 13.0640), te_loss 26.4545 (inst: 12.7484, part: 13.7061), t2m_r1 11.72, m2t_r1 10.70 +[2025-12-22 18:19:13,628][__main__][INFO] - epoch 54, tr_loss 23.8498 (inst: 10.8219, part: 13.0279), te_loss 26.2744 (inst: 12.6558, part: 13.6186), t2m_r1 11.69, m2t_r1 10.00 +[2025-12-22 18:24:13,114][__main__][INFO] - epoch 55, tr_loss 23.7724 (inst: 10.7699, part: 13.0026), te_loss 26.2838 (inst: 12.6525, part: 13.6313), t2m_r1 11.97, m2t_r1 10.55 +[2025-12-22 18:28:42,812][__main__][INFO] - epoch 56, tr_loss 23.7263 (inst: 10.7420, part: 12.9843), te_loss 26.2982 (inst: 12.6411, part: 13.6570), t2m_r1 12.32, m2t_r1 10.92 +[2025-12-22 18:33:35,733][__main__][INFO] - epoch 57, tr_loss 23.6514 (inst: 10.6998, part: 12.9516), te_loss 26.6176 (inst: 12.8097, part: 13.8079), t2m_r1 11.79, m2t_r1 11.25 +[2025-12-22 18:38:08,214][__main__][INFO] - epoch 58, tr_loss 23.6261 (inst: 10.6908, part: 12.9353), te_loss 26.4797 (inst: 12.7563, part: 13.7233), t2m_r1 12.94, m2t_r1 11.05 +[2025-12-22 18:42:52,059][__main__][INFO] - epoch 59, tr_loss 23.5801 (inst: 10.6602, part: 12.9199), te_loss 26.4757 (inst: 12.7461, part: 13.7295), t2m_r1 12.22, m2t_r1 11.00 +[2025-12-22 18:47:37,527][__main__][INFO] - epoch 60, tr_loss 23.4787 (inst: 10.6046, part: 12.8741), te_loss 26.6815 (inst: 12.8885, part: 13.7930), t2m_r1 11.55, m2t_r1 10.72 +[2025-12-22 18:52:04,917][__main__][INFO] - epoch 61, tr_loss 23.4103 (inst: 10.5757, part: 12.8346), te_loss 26.4435 (inst: 12.7050, part: 13.7385), t2m_r1 12.42, m2t_r1 11.05 +[2025-12-22 18:56:29,748][__main__][INFO] - epoch 62, tr_loss 23.3534 (inst: 10.5407, part: 12.8128), te_loss 26.6112 (inst: 12.8247, part: 13.7865), t2m_r1 12.54, m2t_r1 11.27 +[2025-12-22 19:00:56,374][__main__][INFO] - epoch 63, tr_loss 23.3350 (inst: 10.5288, part: 12.8062), te_loss 26.4780 (inst: 12.7529, part: 13.7251), t2m_r1 12.96, m2t_r1 11.67 +[2025-12-22 19:05:33,473][__main__][INFO] - epoch 64, tr_loss 23.2681 (inst: 10.4903, part: 12.7778), te_loss 26.7143 (inst: 12.8619, part: 13.8524), t2m_r1 12.99, m2t_r1 11.47 +[2025-12-22 19:10:22,112][__main__][INFO] - epoch 65, tr_loss 23.1941 (inst: 10.4453, part: 12.7488), te_loss 26.4922 (inst: 12.7356, part: 13.7566), t2m_r1 13.04, m2t_r1 11.37 +[2025-12-22 19:15:06,940][__main__][INFO] - epoch 66, tr_loss 23.1573 (inst: 10.4168, part: 12.7405), te_loss 26.7855 (inst: 12.8955, part: 13.8900), t2m_r1 13.31, m2t_r1 11.40 +[2025-12-22 19:19:53,299][__main__][INFO] - epoch 67, tr_loss 23.1128 (inst: 10.3925, part: 12.7203), te_loss 26.5167 (inst: 12.7376, part: 13.7791), t2m_r1 12.49, m2t_r1 12.12 +[2025-12-22 19:24:20,668][__main__][INFO] - epoch 68, tr_loss 23.0589 (inst: 10.3602, part: 12.6986), te_loss 26.6296 (inst: 12.8072, part: 13.8225), t2m_r1 12.91, m2t_r1 11.40 +[2025-12-22 19:28:56,182][__main__][INFO] - epoch 69, tr_loss 23.0022 (inst: 10.3258, part: 12.6764), te_loss 26.6833 (inst: 12.8595, part: 13.8238), t2m_r1 13.91, m2t_r1 11.92 +[2025-12-22 19:33:38,479][__main__][INFO] - epoch 70, tr_loss 22.9768 (inst: 10.3141, part: 12.6627), te_loss 26.8844 (inst: 12.9353, part: 13.9491), t2m_r1 13.73, m2t_r1 11.57 +[2025-12-22 19:38:06,344][__main__][INFO] - epoch 71, tr_loss 22.9214 (inst: 10.2860, part: 12.6354), te_loss 26.7922 (inst: 12.8940, part: 13.8982), t2m_r1 13.49, m2t_r1 11.67 +[2025-12-22 19:42:35,946][__main__][INFO] - epoch 72, tr_loss 22.8693 (inst: 10.2528, part: 12.6165), te_loss 26.8321 (inst: 12.9114, part: 13.9207), t2m_r1 14.11, m2t_r1 11.74 +[2025-12-22 19:47:24,022][__main__][INFO] - epoch 73, tr_loss 22.8270 (inst: 10.2314, part: 12.5955), te_loss 26.8385 (inst: 12.9147, part: 13.9237), t2m_r1 14.01, m2t_r1 11.67 +[2025-12-22 19:52:05,602][__main__][INFO] - epoch 74, tr_loss 22.7724 (inst: 10.2044, part: 12.5680), te_loss 26.6367 (inst: 12.8148, part: 13.8219), t2m_r1 13.78, m2t_r1 11.42 +[2025-12-22 19:56:35,420][__main__][INFO] - epoch 75, tr_loss 22.7289 (inst: 10.1813, part: 12.5476), te_loss 26.9711 (inst: 12.9885, part: 13.9826), t2m_r1 13.91, m2t_r1 12.37 +[2025-12-22 20:01:00,100][__main__][INFO] - epoch 76, tr_loss 22.6599 (inst: 10.1389, part: 12.5210), te_loss 26.6827 (inst: 12.8135, part: 13.8692), t2m_r1 13.83, m2t_r1 12.19 +[2025-12-22 20:05:26,904][__main__][INFO] - epoch 77, tr_loss 22.6321 (inst: 10.1327, part: 12.4993), te_loss 27.0954 (inst: 13.0582, part: 14.0371), t2m_r1 13.86, m2t_r1 11.79 +[2025-12-22 20:09:53,153][__main__][INFO] - epoch 78, tr_loss 22.6216 (inst: 10.1229, part: 12.4987), te_loss 26.9977 (inst: 13.0011, part: 13.9967), t2m_r1 14.43, m2t_r1 12.19 +[2025-12-22 20:14:42,327][__main__][INFO] - epoch 79, tr_loss 22.6137 (inst: 10.1196, part: 12.4941), te_loss 26.9167 (inst: 12.9352, part: 13.9815), t2m_r1 13.73, m2t_r1 12.42 +[2025-12-22 20:19:28,988][__main__][INFO] - epoch 80, tr_loss 22.5505 (inst: 10.0889, part: 12.4616), te_loss 27.1175 (inst: 13.0469, part: 14.0706), t2m_r1 14.33, m2t_r1 12.52 +[2025-12-22 20:24:07,186][__main__][INFO] - epoch 81, tr_loss 22.4501 (inst: 10.0272, part: 12.4229), te_loss 27.1652 (inst: 13.0629, part: 14.1023), t2m_r1 14.23, m2t_r1 12.32 +[2025-12-22 20:28:33,704][__main__][INFO] - epoch 82, tr_loss 22.4357 (inst: 10.0185, part: 12.4172), te_loss 26.9349 (inst: 12.9406, part: 13.9943), t2m_r1 14.68, m2t_r1 12.32 +[2025-12-22 20:33:25,577][__main__][INFO] - epoch 83, tr_loss 22.3783 (inst: 9.9912, part: 12.3871), te_loss 27.0517 (inst: 13.0165, part: 14.0353), t2m_r1 14.41, m2t_r1 11.89 +[2025-12-22 20:37:58,943][__main__][INFO] - epoch 84, tr_loss 22.3201 (inst: 9.9567, part: 12.3634), te_loss 27.2393 (inst: 13.0957, part: 14.1436), t2m_r1 13.66, m2t_r1 12.14 +[2025-12-22 20:42:27,534][__main__][INFO] - epoch 85, tr_loss 22.2325 (inst: 9.9076, part: 12.3248), te_loss 27.0126 (inst: 12.9611, part: 14.0515), t2m_r1 14.80, m2t_r1 12.66 +[2025-12-22 20:47:10,787][__main__][INFO] - epoch 86, tr_loss 22.2821 (inst: 9.9389, part: 12.3431), te_loss 26.9889 (inst: 12.9574, part: 14.0314), t2m_r1 13.98, m2t_r1 12.19 +[2025-12-22 20:51:50,943][__main__][INFO] - epoch 87, tr_loss 22.2298 (inst: 9.9103, part: 12.3195), te_loss 27.1353 (inst: 13.0533, part: 14.0820), t2m_r1 14.28, m2t_r1 12.07 +[2025-12-22 20:56:32,335][__main__][INFO] - epoch 88, tr_loss 22.1900 (inst: 9.8856, part: 12.3044), te_loss 27.2505 (inst: 13.1290, part: 14.1215), t2m_r1 14.66, m2t_r1 12.52 +[2025-12-22 21:01:06,367][__main__][INFO] - epoch 89, tr_loss 22.1227 (inst: 9.8521, part: 12.2707), te_loss 27.4520 (inst: 13.2295, part: 14.2225), t2m_r1 14.36, m2t_r1 12.79 +[2025-12-22 21:05:40,885][__main__][INFO] - epoch 90, tr_loss 22.1346 (inst: 9.8632, part: 12.2715), te_loss 27.2637 (inst: 13.1229, part: 14.1408), t2m_r1 15.03, m2t_r1 12.74 +[2025-12-22 21:10:21,120][__main__][INFO] - epoch 91, tr_loss 22.0901 (inst: 9.8370, part: 12.2531), te_loss 27.3024 (inst: 13.1410, part: 14.1614), t2m_r1 14.71, m2t_r1 12.62 +[2025-12-22 21:14:48,883][__main__][INFO] - epoch 92, tr_loss 22.0259 (inst: 9.8087, part: 12.2172), te_loss 27.4612 (inst: 13.2243, part: 14.2369), t2m_r1 14.38, m2t_r1 12.52 +[2025-12-22 21:19:20,228][__main__][INFO] - epoch 93, tr_loss 21.9592 (inst: 9.7682, part: 12.1910), te_loss 27.3387 (inst: 13.1514, part: 14.1873), t2m_r1 14.61, m2t_r1 12.54 +[2025-12-22 21:23:58,325][__main__][INFO] - epoch 94, tr_loss 21.9885 (inst: 9.7755, part: 12.2130), te_loss 27.4717 (inst: 13.2242, part: 14.2475), t2m_r1 15.28, m2t_r1 12.69 +[2025-12-22 21:28:45,666][__main__][INFO] - epoch 95, tr_loss 21.9130 (inst: 9.7413, part: 12.1716), te_loss 27.4127 (inst: 13.1765, part: 14.2361), t2m_r1 14.80, m2t_r1 13.61 +[2025-12-22 21:33:14,779][__main__][INFO] - epoch 96, tr_loss 21.8804 (inst: 9.7272, part: 12.1532), te_loss 27.4529 (inst: 13.1876, part: 14.2653), t2m_r1 15.13, m2t_r1 12.86 +[2025-12-22 21:37:42,472][__main__][INFO] - epoch 97, tr_loss 21.8784 (inst: 9.7261, part: 12.1523), te_loss 27.6911 (inst: 13.3395, part: 14.3516), t2m_r1 14.88, m2t_r1 13.26 +[2025-12-22 21:42:12,957][__main__][INFO] - epoch 98, tr_loss 21.7824 (inst: 9.6726, part: 12.1099), te_loss 27.2553 (inst: 13.0729, part: 14.1824), t2m_r1 15.58, m2t_r1 13.91 +[2025-12-22 21:46:56,113][__main__][INFO] - epoch 99, tr_loss 21.7610 (inst: 9.6634, part: 12.0975), te_loss 27.6854 (inst: 13.3326, part: 14.3528), t2m_r1 14.33, m2t_r1 13.29 +[2025-12-22 21:51:26,819][__main__][INFO] - epoch 100, tr_loss 21.7071 (inst: 9.6304, part: 12.0767), te_loss 27.5839 (inst: 13.2508, part: 14.3331), t2m_r1 14.46, m2t_r1 13.14 +[2025-12-22 21:55:58,074][__main__][INFO] - epoch 101, tr_loss 21.6875 (inst: 9.6242, part: 12.0632), te_loss 27.3804 (inst: 13.1738, part: 14.2066), t2m_r1 15.05, m2t_r1 13.61 +[2025-12-22 22:00:28,334][__main__][INFO] - epoch 102, tr_loss 21.6253 (inst: 9.5927, part: 12.0326), te_loss 27.5129 (inst: 13.2106, part: 14.3023), t2m_r1 15.08, m2t_r1 13.54 +[2025-12-22 22:04:54,616][__main__][INFO] - epoch 103, tr_loss 21.5705 (inst: 9.5640, part: 12.0065), te_loss 27.4718 (inst: 13.1904, part: 14.2815), t2m_r1 15.45, m2t_r1 13.29 +[2025-12-22 22:09:21,899][__main__][INFO] - epoch 104, tr_loss 21.5639 (inst: 9.5630, part: 12.0010), te_loss 27.6604 (inst: 13.3052, part: 14.3552), t2m_r1 15.30, m2t_r1 13.88 +[2025-12-22 22:13:49,814][__main__][INFO] - epoch 105, tr_loss 21.5781 (inst: 9.5801, part: 11.9980), te_loss 27.4734 (inst: 13.1897, part: 14.2836), t2m_r1 15.70, m2t_r1 13.91 +[2025-12-22 22:18:33,707][__main__][INFO] - epoch 106, tr_loss 21.5166 (inst: 9.5420, part: 11.9745), te_loss 27.5949 (inst: 13.2550, part: 14.3400), t2m_r1 15.18, m2t_r1 13.24 +[2025-12-22 22:23:06,953][__main__][INFO] - epoch 107, tr_loss 21.4937 (inst: 9.5294, part: 11.9642), te_loss 27.7277 (inst: 13.3243, part: 14.4033), t2m_r1 15.23, m2t_r1 14.08 +[2025-12-22 22:27:46,617][__main__][INFO] - epoch 108, tr_loss 21.4609 (inst: 9.5116, part: 11.9493), te_loss 27.6997 (inst: 13.3099, part: 14.3898), t2m_r1 15.60, m2t_r1 13.61 +[2025-12-22 22:32:17,852][__main__][INFO] - epoch 109, tr_loss 21.4206 (inst: 9.4893, part: 11.9314), te_loss 27.7692 (inst: 13.3407, part: 14.4285), t2m_r1 16.17, m2t_r1 13.76 +[2025-12-22 22:37:03,408][__main__][INFO] - epoch 110, tr_loss 21.4059 (inst: 9.4889, part: 11.9170), te_loss 27.5919 (inst: 13.2425, part: 14.3495), t2m_r1 15.40, m2t_r1 14.38 +[2025-12-22 22:41:35,326][__main__][INFO] - epoch 111, tr_loss 21.3766 (inst: 9.4691, part: 11.9075), te_loss 27.9676 (inst: 13.4624, part: 14.5052), t2m_r1 16.12, m2t_r1 13.61 +[2025-12-22 22:46:15,896][__main__][INFO] - epoch 112, tr_loss 21.3019 (inst: 9.4299, part: 11.8720), te_loss 27.7113 (inst: 13.2953, part: 14.4160), t2m_r1 16.72, m2t_r1 14.56 +[2025-12-22 22:51:00,887][__main__][INFO] - epoch 113, tr_loss 21.2911 (inst: 9.4289, part: 11.8622), te_loss 27.8351 (inst: 13.3598, part: 14.4753), t2m_r1 17.07, m2t_r1 14.18 +[2025-12-22 22:55:48,239][__main__][INFO] - epoch 114, tr_loss 21.2254 (inst: 9.3939, part: 11.8315), te_loss 27.8449 (inst: 13.3874, part: 14.4575), t2m_r1 15.80, m2t_r1 13.66 +[2025-12-22 23:00:31,701][__main__][INFO] - epoch 115, tr_loss 21.2292 (inst: 9.3962, part: 11.8330), te_loss 27.6680 (inst: 13.2687, part: 14.3993), t2m_r1 16.12, m2t_r1 14.13 +[2025-12-22 23:04:57,242][__main__][INFO] - epoch 116, tr_loss 21.1899 (inst: 9.3727, part: 11.8172), te_loss 27.6226 (inst: 13.2564, part: 14.3662), t2m_r1 15.40, m2t_r1 14.03 +[2025-12-22 23:09:25,152][__main__][INFO] - epoch 117, tr_loss 21.1836 (inst: 9.3786, part: 11.8050), te_loss 27.8058 (inst: 13.3476, part: 14.4581), t2m_r1 16.40, m2t_r1 13.56 +[2025-12-22 23:13:50,931][__main__][INFO] - epoch 118, tr_loss 21.1125 (inst: 9.3398, part: 11.7726), te_loss 27.9129 (inst: 13.4106, part: 14.5023), t2m_r1 16.65, m2t_r1 14.13 +[2025-12-22 23:18:23,559][__main__][INFO] - epoch 119, tr_loss 21.1034 (inst: 9.3450, part: 11.7583), te_loss 27.9574 (inst: 13.4288, part: 14.5285), t2m_r1 16.65, m2t_r1 14.26 +[2025-12-22 23:22:53,358][__main__][INFO] - epoch 120, tr_loss 21.0613 (inst: 9.3142, part: 11.7471), te_loss 27.8610 (inst: 13.3796, part: 14.4815), t2m_r1 16.92, m2t_r1 14.58 +[2025-12-22 23:27:17,874][__main__][INFO] - epoch 121, tr_loss 21.0415 (inst: 9.3085, part: 11.7330), te_loss 27.7061 (inst: 13.2850, part: 14.4211), t2m_r1 15.40, m2t_r1 14.31 +[2025-12-22 23:31:49,531][__main__][INFO] - epoch 122, tr_loss 21.0332 (inst: 9.3061, part: 11.7272), te_loss 28.0410 (inst: 13.4638, part: 14.5772), t2m_r1 16.52, m2t_r1 14.43 +[2025-12-22 23:36:20,397][__main__][INFO] - epoch 123, tr_loss 21.0276 (inst: 9.3010, part: 11.7265), te_loss 28.1295 (inst: 13.4926, part: 14.6369), t2m_r1 16.12, m2t_r1 14.23 +[2025-12-22 23:40:56,648][__main__][INFO] - epoch 124, tr_loss 20.9591 (inst: 9.2652, part: 11.6939), te_loss 28.2016 (inst: 13.5519, part: 14.6497), t2m_r1 16.42, m2t_r1 14.75 +[2025-12-22 23:45:27,504][__main__][INFO] - epoch 125, tr_loss 20.9684 (inst: 9.2748, part: 11.6937), te_loss 28.0332 (inst: 13.4624, part: 14.5709), t2m_r1 16.52, m2t_r1 14.21 +[2025-12-22 23:49:55,284][__main__][INFO] - epoch 126, tr_loss 20.9381 (inst: 9.2550, part: 11.6832), te_loss 28.0222 (inst: 13.4445, part: 14.5777), t2m_r1 15.95, m2t_r1 13.98 +[2025-12-22 23:54:25,139][__main__][INFO] - epoch 127, tr_loss 20.8653 (inst: 9.2190, part: 11.6463), te_loss 28.0341 (inst: 13.4461, part: 14.5881), t2m_r1 17.17, m2t_r1 14.71 +[2025-12-22 23:59:15,681][__main__][INFO] - epoch 128, tr_loss 20.8723 (inst: 9.2294, part: 11.6429), te_loss 28.1692 (inst: 13.5303, part: 14.6389), t2m_r1 16.52, m2t_r1 14.41 +[2025-12-23 00:03:49,073][__main__][INFO] - epoch 129, tr_loss 20.7864 (inst: 9.1845, part: 11.6019), te_loss 28.0679 (inst: 13.4715, part: 14.5965), t2m_r1 16.72, m2t_r1 14.98 +[2025-12-23 00:08:18,037][__main__][INFO] - epoch 130, tr_loss 20.8018 (inst: 9.1870, part: 11.6148), te_loss 28.0346 (inst: 13.4465, part: 14.5881), t2m_r1 16.22, m2t_r1 15.08 +[2025-12-23 00:12:42,332][__main__][INFO] - epoch 131, tr_loss 20.7419 (inst: 9.1611, part: 11.5807), te_loss 28.2516 (inst: 13.5562, part: 14.6955), t2m_r1 17.34, m2t_r1 14.73 +[2025-12-23 00:17:21,656][__main__][INFO] - epoch 132, tr_loss 20.7510 (inst: 9.1688, part: 11.5821), te_loss 28.2602 (inst: 13.5780, part: 14.6822), t2m_r1 16.57, m2t_r1 14.80 +[2025-12-23 00:21:52,734][__main__][INFO] - epoch 133, tr_loss 20.7051 (inst: 9.1416, part: 11.5635), te_loss 28.1006 (inst: 13.4773, part: 14.6233), t2m_r1 17.19, m2t_r1 14.83 +[2025-12-23 00:26:19,369][__main__][INFO] - epoch 134, tr_loss 20.6716 (inst: 9.1347, part: 11.5369), te_loss 28.0916 (inst: 13.4446, part: 14.6469), t2m_r1 17.84, m2t_r1 15.58 +[2025-12-23 00:30:56,855][__main__][INFO] - epoch 135, tr_loss 20.6440 (inst: 9.1186, part: 11.5254), te_loss 28.0653 (inst: 13.4457, part: 14.6196), t2m_r1 17.09, m2t_r1 15.43 +[2025-12-23 00:35:26,354][__main__][INFO] - epoch 136, tr_loss 20.6393 (inst: 9.1136, part: 11.5257), te_loss 28.4035 (inst: 13.6224, part: 14.7811), t2m_r1 17.57, m2t_r1 14.98 +[2025-12-23 00:40:06,132][__main__][INFO] - epoch 137, tr_loss 20.6148 (inst: 9.1038, part: 11.5110), te_loss 28.2020 (inst: 13.5381, part: 14.6639), t2m_r1 17.42, m2t_r1 15.38 +[2025-12-23 00:44:33,513][__main__][INFO] - epoch 138, tr_loss 20.6199 (inst: 9.1110, part: 11.5089), te_loss 28.2775 (inst: 13.5782, part: 14.6993), t2m_r1 17.14, m2t_r1 15.03 +[2025-12-23 00:49:07,074][__main__][INFO] - epoch 139, tr_loss 20.6188 (inst: 9.1076, part: 11.5111), te_loss 28.4251 (inst: 13.6398, part: 14.7854), t2m_r1 17.67, m2t_r1 14.88 +[2025-12-23 00:53:35,703][__main__][INFO] - epoch 140, tr_loss 20.5646 (inst: 9.0796, part: 11.4850), te_loss 28.2152 (inst: 13.5070, part: 14.7082), t2m_r1 17.49, m2t_r1 15.48 +[2025-12-23 00:58:05,974][__main__][INFO] - epoch 141, tr_loss 20.4809 (inst: 9.0363, part: 11.4445), te_loss 28.4031 (inst: 13.6349, part: 14.7681), t2m_r1 17.24, m2t_r1 15.33 +[2025-12-23 01:02:34,968][__main__][INFO] - epoch 142, tr_loss 20.4557 (inst: 9.0258, part: 11.4299), te_loss 28.4919 (inst: 13.6714, part: 14.8205), t2m_r1 17.64, m2t_r1 15.28 +[2025-12-23 01:07:06,271][__main__][INFO] - epoch 143, tr_loss 20.4634 (inst: 9.0349, part: 11.4285), te_loss 28.4047 (inst: 13.6194, part: 14.7853), t2m_r1 17.74, m2t_r1 15.35 +[2025-12-23 01:11:36,659][__main__][INFO] - epoch 144, tr_loss 20.4247 (inst: 9.0163, part: 11.4084), te_loss 28.3112 (inst: 13.5587, part: 14.7525), t2m_r1 17.24, m2t_r1 14.48 +[2025-12-23 01:16:04,681][__main__][INFO] - epoch 145, tr_loss 20.4203 (inst: 9.0169, part: 11.4034), te_loss 28.2625 (inst: 13.5199, part: 14.7425), t2m_r1 17.17, m2t_r1 15.85 +[2025-12-23 01:20:31,047][__main__][INFO] - epoch 146, tr_loss 20.3935 (inst: 9.0010, part: 11.3925), te_loss 28.2419 (inst: 13.5042, part: 14.7377), t2m_r1 17.49, m2t_r1 15.40 +[2025-12-23 01:24:58,256][__main__][INFO] - epoch 147, tr_loss 20.3958 (inst: 9.0000, part: 11.3958), te_loss 28.3552 (inst: 13.5879, part: 14.7672), t2m_r1 17.09, m2t_r1 16.10 +[2025-12-23 01:29:25,056][__main__][INFO] - epoch 148, tr_loss 20.3743 (inst: 8.9891, part: 11.3852), te_loss 28.3351 (inst: 13.5534, part: 14.7816), t2m_r1 17.59, m2t_r1 15.40 +[2025-12-23 01:33:52,438][__main__][INFO] - epoch 149, tr_loss 20.2965 (inst: 8.9490, part: 11.3475), te_loss 28.3966 (inst: 13.6061, part: 14.7905), t2m_r1 17.77, m2t_r1 15.05 +[2025-12-23 01:38:23,488][__main__][INFO] - epoch 150, tr_loss 20.3031 (inst: 8.9551, part: 11.3479), te_loss 28.4429 (inst: 13.6434, part: 14.7994), t2m_r1 17.39, m2t_r1 16.10 +[2025-12-23 01:42:54,449][__main__][INFO] - epoch 151, tr_loss 20.2906 (inst: 8.9561, part: 11.3344), te_loss 28.5891 (inst: 13.7068, part: 14.8823), t2m_r1 17.84, m2t_r1 15.38 +[2025-12-23 01:47:50,789][__main__][INFO] - epoch 152, tr_loss 20.2405 (inst: 8.9248, part: 11.3157), te_loss 28.5536 (inst: 13.6884, part: 14.8652), t2m_r1 18.06, m2t_r1 15.90 +[2025-12-23 01:52:35,379][__main__][INFO] - epoch 153, tr_loss 20.2287 (inst: 8.9197, part: 11.3090), te_loss 28.3996 (inst: 13.5917, part: 14.8079), t2m_r1 18.06, m2t_r1 15.97 +[2025-12-23 01:57:21,640][__main__][INFO] - epoch 154, tr_loss 20.2328 (inst: 8.9242, part: 11.3086), te_loss 28.5314 (inst: 13.6515, part: 14.8800), t2m_r1 17.39, m2t_r1 16.07 +[2025-12-23 02:01:49,182][__main__][INFO] - epoch 155, tr_loss 20.2105 (inst: 8.9152, part: 11.2953), te_loss 28.5603 (inst: 13.6773, part: 14.8830), t2m_r1 17.79, m2t_r1 15.63 +[2025-12-23 02:06:21,656][__main__][INFO] - epoch 156, tr_loss 20.1833 (inst: 8.9091, part: 11.2742), te_loss 28.5551 (inst: 13.6680, part: 14.8872), t2m_r1 16.80, m2t_r1 15.43 +[2025-12-23 02:10:52,193][__main__][INFO] - epoch 157, tr_loss 20.1288 (inst: 8.8732, part: 11.2555), te_loss 28.4113 (inst: 13.5703, part: 14.8410), t2m_r1 17.69, m2t_r1 15.92 +[2025-12-23 02:15:27,372][__main__][INFO] - epoch 158, tr_loss 20.1032 (inst: 8.8657, part: 11.2375), te_loss 28.6207 (inst: 13.6955, part: 14.9252), t2m_r1 17.42, m2t_r1 15.43 +[2025-12-23 02:19:57,447][__main__][INFO] - epoch 159, tr_loss 20.0843 (inst: 8.8581, part: 11.2262), te_loss 28.6935 (inst: 13.7314, part: 14.9621), t2m_r1 17.24, m2t_r1 15.82 +[2025-12-23 02:24:27,785][__main__][INFO] - epoch 160, tr_loss 20.0656 (inst: 8.8518, part: 11.2138), te_loss 28.4517 (inst: 13.5969, part: 14.8548), t2m_r1 18.24, m2t_r1 15.87 +[2025-12-23 02:29:10,837][__main__][INFO] - epoch 161, tr_loss 20.0404 (inst: 8.8363, part: 11.2041), te_loss 28.6180 (inst: 13.6802, part: 14.9377), t2m_r1 18.09, m2t_r1 15.35 +[2025-12-23 02:33:39,763][__main__][INFO] - epoch 162, tr_loss 20.0250 (inst: 8.8330, part: 11.1920), te_loss 28.5432 (inst: 13.6393, part: 14.9039), t2m_r1 17.79, m2t_r1 15.38 +[2025-12-23 02:38:07,444][__main__][INFO] - epoch 163, tr_loss 20.0006 (inst: 8.8228, part: 11.1777), te_loss 28.5228 (inst: 13.6125, part: 14.9104), t2m_r1 16.94, m2t_r1 15.75 +[2025-12-23 02:42:36,354][__main__][INFO] - epoch 164, tr_loss 20.0009 (inst: 8.8227, part: 11.1782), te_loss 28.5578 (inst: 13.6591, part: 14.8986), t2m_r1 17.34, m2t_r1 15.65 +[2025-12-23 02:46:59,988][__main__][INFO] - epoch 165, tr_loss 19.9380 (inst: 8.7912, part: 11.1468), te_loss 28.6106 (inst: 13.6809, part: 14.9296), t2m_r1 17.72, m2t_r1 15.80 +[2025-12-23 02:51:26,343][__main__][INFO] - epoch 166, tr_loss 19.9558 (inst: 8.8075, part: 11.1483), te_loss 28.5330 (inst: 13.6408, part: 14.8921), t2m_r1 17.57, m2t_r1 16.07 +[2025-12-23 02:55:53,447][__main__][INFO] - epoch 167, tr_loss 19.9235 (inst: 8.7874, part: 11.1362), te_loss 28.6653 (inst: 13.7156, part: 14.9497), t2m_r1 17.54, m2t_r1 15.53 +[2025-12-23 03:00:26,812][__main__][INFO] - epoch 168, tr_loss 19.9283 (inst: 8.7899, part: 11.1384), te_loss 28.8077 (inst: 13.7781, part: 15.0296), t2m_r1 18.09, m2t_r1 16.02 +[2025-12-23 03:05:04,378][__main__][INFO] - epoch 169, tr_loss 19.9329 (inst: 8.7960, part: 11.1369), te_loss 28.8428 (inst: 13.8017, part: 15.0411), t2m_r1 18.01, m2t_r1 16.30 +[2025-12-23 03:09:36,853][__main__][INFO] - epoch 170, tr_loss 19.9210 (inst: 8.7904, part: 11.1306), te_loss 28.8200 (inst: 13.7883, part: 15.0317), t2m_r1 17.82, m2t_r1 15.97 +[2025-12-23 03:14:12,928][__main__][INFO] - epoch 171, tr_loss 19.8814 (inst: 8.7697, part: 11.1117), te_loss 28.7584 (inst: 13.7599, part: 14.9985), t2m_r1 18.06, m2t_r1 16.57 +[2025-12-23 03:18:44,636][__main__][INFO] - epoch 172, tr_loss 19.8513 (inst: 8.7531, part: 11.0981), te_loss 28.6978 (inst: 13.7041, part: 14.9937), t2m_r1 17.89, m2t_r1 15.90 +[2025-12-23 03:23:16,534][__main__][INFO] - epoch 173, tr_loss 19.8189 (inst: 8.7436, part: 11.0753), te_loss 28.9275 (inst: 13.8425, part: 15.0850), t2m_r1 18.34, m2t_r1 16.45 +[2025-12-23 03:28:13,469][__main__][INFO] - epoch 174, tr_loss 19.8089 (inst: 8.7376, part: 11.0713), te_loss 28.8660 (inst: 13.8036, part: 15.0624), t2m_r1 18.21, m2t_r1 16.32 +[2025-12-23 03:32:38,899][__main__][INFO] - epoch 175, tr_loss 19.7550 (inst: 8.7164, part: 11.0386), te_loss 28.9210 (inst: 13.8077, part: 15.1133), t2m_r1 17.07, m2t_r1 15.80 +[2025-12-23 03:37:03,410][__main__][INFO] - epoch 176, tr_loss 19.7699 (inst: 8.7206, part: 11.0494), te_loss 28.6761 (inst: 13.6869, part: 14.9892), t2m_r1 18.24, m2t_r1 16.45 +[2025-12-23 03:41:33,120][__main__][INFO] - epoch 177, tr_loss 19.7307 (inst: 8.7004, part: 11.0303), te_loss 28.6733 (inst: 13.6956, part: 14.9777), t2m_r1 17.91, m2t_r1 15.95 +[2025-12-23 03:45:58,756][__main__][INFO] - epoch 178, tr_loss 19.7063 (inst: 8.6903, part: 11.0160), te_loss 28.9443 (inst: 13.8474, part: 15.0968), t2m_r1 18.11, m2t_r1 16.70 +[2025-12-23 03:50:31,569][__main__][INFO] - epoch 179, tr_loss 19.6777 (inst: 8.6803, part: 10.9974), te_loss 28.8085 (inst: 13.7716, part: 15.0369), t2m_r1 18.11, m2t_r1 16.22 +[2025-12-23 03:54:59,699][__main__][INFO] - epoch 180, tr_loss 19.6828 (inst: 8.6812, part: 11.0016), te_loss 28.7356 (inst: 13.7187, part: 15.0169), t2m_r1 18.46, m2t_r1 16.07 +[2025-12-23 03:59:46,718][__main__][INFO] - epoch 181, tr_loss 19.6662 (inst: 8.6715, part: 10.9947), te_loss 28.9743 (inst: 13.8575, part: 15.1168), t2m_r1 18.54, m2t_r1 16.15 +[2025-12-23 04:04:27,658][__main__][INFO] - epoch 182, tr_loss 19.6806 (inst: 8.6850, part: 10.9956), te_loss 28.9524 (inst: 13.8296, part: 15.1228), t2m_r1 17.94, m2t_r1 16.32 +[2025-12-23 04:08:52,119][__main__][INFO] - epoch 183, tr_loss 19.6537 (inst: 8.6726, part: 10.9811), te_loss 28.9727 (inst: 13.8499, part: 15.1228), t2m_r1 18.46, m2t_r1 16.89 +[2025-12-23 04:13:19,115][__main__][INFO] - epoch 184, tr_loss 19.6222 (inst: 8.6492, part: 10.9730), te_loss 28.9845 (inst: 13.8283, part: 15.1562), t2m_r1 18.21, m2t_r1 16.27 +[2025-12-23 04:17:45,872][__main__][INFO] - epoch 185, tr_loss 19.5849 (inst: 8.6335, part: 10.9513), te_loss 28.8885 (inst: 13.7768, part: 15.1117), t2m_r1 18.54, m2t_r1 16.80 +[2025-12-23 04:22:43,847][__main__][INFO] - epoch 186, tr_loss 19.6097 (inst: 8.6587, part: 10.9510), te_loss 28.9787 (inst: 13.8707, part: 15.1080), t2m_r1 18.69, m2t_r1 16.47 +[2025-12-23 04:27:26,492][__main__][INFO] - epoch 187, tr_loss 19.5605 (inst: 8.6237, part: 10.9368), te_loss 28.9831 (inst: 13.8336, part: 15.1496), t2m_r1 18.36, m2t_r1 16.30 +[2025-12-23 04:31:52,239][__main__][INFO] - epoch 188, tr_loss 19.5512 (inst: 8.6192, part: 10.9320), te_loss 29.0538 (inst: 13.8909, part: 15.1630), t2m_r1 19.16, m2t_r1 16.55 +[2025-12-23 04:36:32,417][__main__][INFO] - epoch 189, tr_loss 19.5173 (inst: 8.6072, part: 10.9102), te_loss 28.8583 (inst: 13.7692, part: 15.0891), t2m_r1 18.41, m2t_r1 16.62 +[2025-12-23 04:41:15,743][__main__][INFO] - epoch 190, tr_loss 19.4955 (inst: 8.5954, part: 10.9001), te_loss 29.0070 (inst: 13.8737, part: 15.1333), t2m_r1 18.64, m2t_r1 16.89 +[2025-12-23 04:45:48,278][__main__][INFO] - epoch 191, tr_loss 19.5221 (inst: 8.6101, part: 10.9120), te_loss 29.2132 (inst: 13.9671, part: 15.2461), t2m_r1 19.51, m2t_r1 16.82 +[2025-12-23 04:50:34,447][__main__][INFO] - epoch 192, tr_loss 19.5146 (inst: 8.6136, part: 10.9011), te_loss 28.9895 (inst: 13.8208, part: 15.1687), t2m_r1 19.06, m2t_r1 17.24 +[2025-12-23 04:55:03,161][__main__][INFO] - epoch 193, tr_loss 19.4521 (inst: 8.5717, part: 10.8804), te_loss 29.0952 (inst: 13.9033, part: 15.1919), t2m_r1 18.54, m2t_r1 16.89 +[2025-12-23 04:59:32,552][__main__][INFO] - epoch 194, tr_loss 19.4542 (inst: 8.5845, part: 10.8697), te_loss 29.2510 (inst: 13.9869, part: 15.2641), t2m_r1 19.38, m2t_r1 17.17 +[2025-12-23 05:04:02,710][__main__][INFO] - epoch 195, tr_loss 19.4184 (inst: 8.5652, part: 10.8532), te_loss 29.1684 (inst: 13.9342, part: 15.2342), t2m_r1 19.43, m2t_r1 16.30 +[2025-12-23 05:08:31,194][__main__][INFO] - epoch 196, tr_loss 19.3989 (inst: 8.5537, part: 10.8451), te_loss 29.0630 (inst: 13.8644, part: 15.1986), t2m_r1 18.66, m2t_r1 16.65 +[2025-12-23 05:13:04,272][__main__][INFO] - epoch 197, tr_loss 19.4185 (inst: 8.5725, part: 10.8460), te_loss 29.0169 (inst: 13.8440, part: 15.1729), t2m_r1 19.31, m2t_r1 16.99 +[2025-12-23 05:17:31,783][__main__][INFO] - epoch 198, tr_loss 19.4247 (inst: 8.5722, part: 10.8525), te_loss 29.2338 (inst: 13.9516, part: 15.2822), t2m_r1 19.03, m2t_r1 16.89 +[2025-12-23 05:22:01,455][__main__][INFO] - epoch 199, tr_loss 19.3652 (inst: 8.5402, part: 10.8250), te_loss 29.1232 (inst: 13.8976, part: 15.2256), t2m_r1 18.56, m2t_r1 16.82 diff --git a/ViT-B-32.pt b/ViT-B-32.pt new file mode 100644 index 0000000000000000000000000000000000000000..06a4dea8587eb4948a3221b1e1b2e2475e0e203b --- /dev/null +++ b/ViT-B-32.pt @@ -0,0 +1,3 @@ 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0000000000000000000000000000000000000000..93c6b7ae4c2fa23dd21c10a27da1b6966168b35b --- /dev/null +++ b/checkpoints/humanml3d/Comp_v6_KLD005/meta/std.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6a5f7d60301c9465972fc225f8ad0ee8f957e7720431189123eb6d15873a9557 +size 2232 diff --git a/checkpoints/humanml3d/Comp_v6_KLD005/opt.txt b/checkpoints/humanml3d/Comp_v6_KLD005/opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6502d42516811b33292d409c568848d2c2804cf --- /dev/null +++ b/checkpoints/humanml3d/Comp_v6_KLD005/opt.txt @@ -0,0 +1,54 @@ +------------ Options ------------- +batch_size: 32 +checkpoints_dir: ./checkpoints +dataset_name: humanml3d +decomp_name: Decomp_SP001_SM001_H512 +dim_att_vec: 512 +dim_dec_hidden: 1024 +dim_movement2_dec_hidden: 512 +dim_movement_dec_hidden: 512 +dim_movement_enc_hidden: 512 +dim_movement_latent: 512 +dim_msd_hidden: 512 +dim_pos_hidden: 1024 +dim_pri_hidden: 1024 +dim_seq_de_hidden: 512 +dim_seq_en_hidden: 512 +dim_text_hidden: 512 +dim_z: 128 +early_stop_count: 3 +estimator_mod: bigru +eval_every_e: 5 +feat_bias: 5 +fixed_steps: 5 +gpu_id: 1 +input_z: False +is_continue: False +is_train: True +lambda_fake: 10 +lambda_gan_l: 0.1 +lambda_gan_mt: 0.1 +lambda_gan_mv: 0.1 +lambda_kld: 0.005 +lambda_rec: 1 +lambda_rec_init: 1 +lambda_rec_mot: 1 +lambda_rec_mov: 1 +log_every: 50 +lr: 0.0002 +max_sub_epoch: 50 +max_text_len: 20 +n_layers_dec: 1 +n_layers_msd: 2 +n_layers_pos: 1 +n_layers_pri: 1 +n_layers_seq_de: 2 +n_layers_seq_en: 1 +name: Comp_v6_KLD005 +num_experts: 4 +save_every_e: 10 +save_latest: 500 +text_enc_mod: bigru +tf_ratio: 0.4 +unit_length: 4 +-------------- End ---------------- diff --git a/checkpoints/humanml3d/length_estimator/model/finest.tar b/checkpoints/humanml3d/length_estimator/model/finest.tar new file mode 100644 index 0000000000000000000000000000000000000000..9661b2ccae722482d591bfe6a10e463ffd3d5fb4 --- /dev/null +++ b/checkpoints/humanml3d/length_estimator/model/finest.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:90512e0e893186e3b09b24b006bfbf51f1ad71ac4c6626c9b1309373db675d12 +size 1745581 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E005.txt b/checkpoints/humanml3d/text_mot_match/eval/E005.txt new file mode 100644 index 0000000000000000000000000000000000000000..da88ac7cc321c1422ee8ebe4eb22fd822bb15570 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E005.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.138 3.585 6.431 3.316 2.915 3.651 2.846 3.037 6.336 3.522 3.202 2.891 1.960 5.782 1.933 4.873 3.097 3.693 3.603 3.285 2.163 7.284 3.414 1.798 3.902 4.261 5.328 3.147 6.786 7.201 3.807 4.556 1.279 6.056 4.641 1.930 3.137 3.403 4.191 4.825 3.522 1.962 1.947 8.036 3.557 4.207 3.009 2.873 3.439 1.936 9.244 2.556 3.661 2.426 3.827 2.633 4.978 3.241 1.883 4.369 1.605 6.167 3.187 2.980 +Negative Pairs Distance +7.684 7.251 7.515 13.336 11.317 8.791 11.320 7.274 7.530 10.009 10.813 8.484 8.580 8.130 6.765 8.351 8.458 4.622 10.156 8.999 7.133 5.604 6.739 6.342 4.268 10.279 3.411 8.958 5.971 11.234 6.465 9.877 6.681 3.099 7.299 3.563 9.506 7.835 4.392 5.835 5.587 11.703 7.469 5.336 11.653 9.488 9.204 10.227 8.903 11.845 8.152 11.568 5.678 11.725 11.399 7.016 7.917 7.193 11.800 10.289 8.340 6.820 14.050 7.414 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E010.txt b/checkpoints/humanml3d/text_mot_match/eval/E010.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8c52011531546d2bdc72aa5d1171f5dd4eba0e0 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E010.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.368 0.934 3.339 2.851 7.548 4.274 4.616 3.087 5.109 3.182 2.390 3.640 1.201 2.870 2.700 4.310 2.962 1.834 2.689 1.684 5.466 4.030 1.856 2.129 2.856 2.080 1.374 1.521 1.930 4.614 4.484 1.493 2.287 3.146 3.296 3.164 1.294 6.759 1.899 1.356 1.339 1.435 2.758 1.028 2.244 3.313 1.439 1.873 5.779 6.083 6.621 2.469 3.199 1.684 1.338 4.343 1.805 1.842 2.437 1.985 2.152 1.773 1.916 2.397 +Negative Pairs Distance +3.371 6.222 12.795 11.448 11.061 5.772 10.886 9.773 9.096 3.671 7.492 9.996 10.521 10.957 11.268 5.102 12.331 8.901 13.735 13.542 6.837 9.248 12.835 9.278 7.703 10.815 14.478 5.701 7.244 8.938 3.909 13.006 8.206 12.380 7.833 10.313 11.688 9.678 15.328 10.780 6.664 5.745 3.885 11.306 8.481 3.590 3.059 10.034 7.081 7.480 10.011 2.261 4.195 12.070 6.496 1.780 10.264 8.738 12.774 12.661 3.845 2.913 5.139 10.449 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E015.txt b/checkpoints/humanml3d/text_mot_match/eval/E015.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc474351b6bd2ff756b1a7064412303a97eeb327 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E015.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +5.635 4.365 1.758 7.120 2.122 5.028 3.057 1.999 1.407 1.492 1.576 3.012 2.568 1.865 3.120 4.290 6.581 1.971 1.502 3.113 4.361 1.652 2.058 7.970 5.700 6.587 1.295 2.932 2.793 4.732 4.453 1.880 5.972 2.598 1.801 2.391 2.672 2.691 2.551 0.991 4.353 2.636 2.225 4.888 5.664 9.172 0.939 0.823 0.978 0.918 2.677 2.839 0.878 5.426 5.099 1.188 2.365 3.993 2.732 5.112 4.739 1.685 3.245 2.932 +Negative Pairs Distance +8.349 8.690 8.668 8.618 11.899 5.328 9.142 12.406 11.802 6.766 6.286 6.416 13.772 5.873 5.219 4.214 7.341 11.516 8.086 8.696 8.727 12.731 10.625 9.442 11.745 10.770 8.947 9.977 10.015 5.765 11.373 12.010 7.621 4.839 13.131 11.073 11.632 10.954 2.635 12.538 8.563 2.470 6.850 6.131 8.921 11.868 9.324 7.270 3.399 3.792 11.799 6.229 14.861 10.649 4.161 10.082 4.159 9.676 8.362 10.114 14.197 12.460 2.946 11.656 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E020.txt b/checkpoints/humanml3d/text_mot_match/eval/E020.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2d9cda2be6da7e7053dbb0aeac57750d7995e78 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E020.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.639 2.593 4.484 3.229 1.908 3.809 5.975 1.788 2.816 1.236 2.470 4.534 4.969 4.274 1.663 3.368 2.780 7.354 3.718 4.035 6.723 3.376 2.353 3.740 1.692 3.493 1.461 0.775 1.864 1.333 2.718 2.153 2.152 2.403 4.073 1.636 3.009 4.557 1.290 3.028 6.190 2.665 1.714 2.362 1.464 1.493 1.685 2.305 3.953 3.443 2.440 2.157 7.674 1.337 3.640 0.910 1.613 3.918 1.287 12.478 3.788 2.357 1.609 1.419 +Negative Pairs Distance +7.379 12.135 11.961 8.214 7.093 15.171 5.768 7.391 6.999 5.967 5.915 9.818 15.420 5.949 5.837 9.039 6.797 5.483 9.227 1.807 10.707 8.089 12.895 5.841 9.760 8.882 12.048 11.364 2.663 11.144 12.087 11.463 8.490 7.476 6.095 8.174 14.009 13.326 11.961 10.205 3.341 6.644 9.152 12.635 12.135 11.879 9.290 8.208 10.543 4.041 13.544 15.427 9.436 10.737 13.831 12.030 7.694 4.468 15.355 2.236 4.427 3.901 12.986 14.113 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E025.txt b/checkpoints/humanml3d/text_mot_match/eval/E025.txt new file mode 100644 index 0000000000000000000000000000000000000000..c360dd461220727e986167750e6407ee1a0e7a6a --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E025.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.160 3.123 2.673 1.274 6.288 3.064 2.156 1.779 1.664 2.188 3.982 5.247 3.170 2.361 4.161 2.367 1.652 2.336 3.467 5.782 5.258 1.314 3.722 5.492 1.663 5.732 2.062 2.351 2.587 1.571 2.409 2.411 6.146 5.193 4.207 3.013 1.431 3.187 1.100 1.344 1.625 3.711 0.917 6.620 4.080 2.230 1.884 1.805 2.046 1.792 1.178 1.756 2.029 3.268 1.328 1.794 1.493 6.562 2.734 2.635 2.326 4.999 1.729 7.867 +Negative Pairs Distance +5.004 5.192 7.421 12.019 11.470 9.982 6.755 9.042 9.402 4.459 10.686 8.709 14.472 10.902 11.827 11.461 9.566 11.826 13.496 11.107 9.148 10.478 13.818 6.955 10.105 5.290 11.824 13.777 6.761 11.292 17.203 10.521 10.090 13.692 11.677 10.680 10.203 6.210 12.732 9.553 12.763 11.885 4.563 12.447 6.661 6.581 3.495 8.131 10.747 10.149 11.988 11.166 2.840 12.352 14.597 7.480 8.204 10.761 2.073 8.824 14.124 9.904 8.432 10.644 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E030.txt b/checkpoints/humanml3d/text_mot_match/eval/E030.txt new file mode 100644 index 0000000000000000000000000000000000000000..de9b4ba8f1bf25c93e6ae21cb4e151ae0c9828a9 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E030.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +5.769 2.701 5.603 3.461 3.501 2.584 5.095 2.065 1.358 2.446 4.603 2.641 2.895 1.471 2.466 1.607 0.930 1.819 1.353 3.113 7.465 4.344 3.375 4.831 1.779 2.750 2.875 2.941 2.247 0.988 1.050 2.338 3.626 1.762 0.796 2.131 1.694 1.386 2.158 3.976 2.969 1.641 2.860 1.886 1.497 1.490 1.896 3.927 1.520 1.449 1.085 3.901 3.171 4.814 2.366 2.735 5.815 1.122 1.129 4.953 1.609 5.023 2.228 2.773 +Negative Pairs Distance +11.844 13.121 7.596 12.851 13.889 11.492 9.487 2.997 13.484 7.261 1.788 9.130 9.110 7.852 8.295 9.320 11.202 11.790 13.054 9.690 12.577 3.168 6.269 10.308 11.983 5.900 10.662 11.556 13.187 13.133 12.790 9.736 7.152 12.138 10.264 13.381 10.001 11.219 9.328 10.502 12.704 7.180 10.973 9.989 10.436 4.979 14.441 5.024 11.842 11.142 16.077 6.655 13.333 8.766 14.357 13.773 7.105 11.169 9.949 9.969 12.078 12.049 9.408 13.646 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E035.txt b/checkpoints/humanml3d/text_mot_match/eval/E035.txt new file mode 100644 index 0000000000000000000000000000000000000000..71caa1d7562aba07f6b71afce954e23c1f45a03a --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E035.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.015 2.759 7.591 6.053 3.381 2.494 4.691 1.533 2.759 2.886 4.554 3.377 1.076 1.264 2.097 1.899 10.654 3.292 5.365 1.063 1.628 5.412 6.907 2.985 7.071 3.881 1.433 4.854 1.252 2.352 5.969 5.683 5.698 1.381 1.272 1.471 2.439 3.102 1.047 4.069 0.912 0.682 4.318 7.923 1.435 2.243 1.504 4.846 1.574 1.434 1.413 2.317 4.098 1.012 7.257 0.815 1.268 1.275 1.205 6.220 1.553 3.097 1.121 4.317 +Negative Pairs Distance +8.111 10.381 8.601 8.611 10.391 14.334 8.258 12.430 1.033 9.069 7.270 15.955 9.880 6.052 9.510 8.462 11.041 16.363 12.415 10.365 14.795 9.277 11.011 9.625 5.031 11.133 7.795 5.386 13.971 9.357 11.929 6.353 6.024 10.256 11.845 13.513 6.557 6.254 13.107 9.092 13.515 6.420 1.810 12.100 5.244 12.693 13.093 6.583 12.862 12.863 8.406 15.206 7.722 12.308 11.860 15.117 12.917 9.394 14.406 6.435 12.583 10.266 9.806 7.909 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E040.txt b/checkpoints/humanml3d/text_mot_match/eval/E040.txt new file mode 100644 index 0000000000000000000000000000000000000000..efd8b4292c071e5880faa01cb118e002380630df --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E040.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.091 3.158 7.683 7.239 1.099 3.226 2.940 3.941 2.575 3.817 3.114 9.059 3.588 8.397 4.210 0.761 3.761 1.051 2.982 1.111 2.080 2.381 0.834 2.018 0.626 0.741 2.794 2.219 2.869 1.454 1.465 2.574 3.113 2.554 1.089 2.221 1.143 3.417 7.127 2.091 1.884 7.085 2.724 4.812 1.123 1.671 2.098 1.180 1.987 2.836 2.942 1.101 1.353 1.907 4.502 1.756 1.712 3.689 3.915 3.732 1.178 4.434 1.426 4.765 +Negative Pairs Distance +7.758 7.423 12.026 11.045 4.614 18.689 9.143 7.832 7.377 5.228 5.019 13.617 9.827 6.091 9.724 5.717 4.499 10.508 15.079 12.134 8.691 10.813 18.536 12.898 14.130 12.709 6.524 14.031 8.108 8.034 18.086 14.097 6.817 13.653 4.394 15.235 13.638 12.487 12.820 14.682 11.744 11.734 15.113 12.353 15.548 7.648 11.888 8.054 4.929 10.516 5.412 15.665 2.656 9.560 6.485 8.409 15.143 14.369 11.108 12.582 8.295 13.409 8.260 15.920 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E045.txt b/checkpoints/humanml3d/text_mot_match/eval/E045.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ab7de9edc64b7182e738a1e8899f369758c46c0 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E045.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.229 5.692 8.703 1.241 3.887 1.769 2.470 8.832 1.336 1.730 1.015 2.745 2.991 3.538 2.202 2.632 4.694 6.508 2.805 2.564 1.648 1.522 4.542 3.489 5.952 3.880 0.938 7.360 6.155 3.456 4.902 0.875 1.802 1.712 2.043 0.982 9.952 2.507 6.213 1.753 2.948 1.832 1.512 1.218 1.036 7.176 9.888 3.051 1.263 2.009 0.868 4.171 3.859 2.438 8.382 7.390 5.269 6.246 3.971 3.855 5.653 4.777 1.835 4.219 +Negative Pairs Distance +7.079 3.908 9.954 15.469 17.535 17.224 11.547 10.721 14.723 13.506 11.699 13.040 13.515 15.012 10.038 12.103 11.218 9.423 9.647 15.224 15.121 9.937 11.791 13.358 11.099 13.063 11.833 8.263 13.041 13.143 6.902 10.864 10.572 16.783 14.272 7.396 12.496 12.448 7.637 15.296 14.801 8.080 11.159 12.617 9.477 10.468 5.623 12.924 12.892 15.975 11.561 12.399 15.255 10.662 10.685 8.176 12.925 9.704 5.554 14.692 9.740 16.954 15.803 4.117 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E050.txt b/checkpoints/humanml3d/text_mot_match/eval/E050.txt new file mode 100644 index 0000000000000000000000000000000000000000..38735137fad030149161f1a71d2e233409aacf94 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E050.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.988 8.534 3.090 1.506 0.546 3.149 2.591 1.457 2.084 2.224 2.506 7.658 1.488 5.345 8.596 3.019 1.280 1.224 3.789 2.969 4.153 3.922 3.468 2.677 0.549 2.438 2.397 1.058 0.694 4.246 2.182 9.738 3.974 4.391 3.852 0.978 1.228 1.394 1.914 5.302 2.232 2.375 1.958 0.804 3.267 4.355 1.425 1.856 2.107 2.300 1.773 1.005 1.508 2.442 2.032 1.787 5.650 1.220 1.837 0.949 0.894 2.533 1.709 2.203 +Negative Pairs Distance +10.846 1.982 10.140 14.580 8.048 10.215 8.266 11.341 15.567 14.373 12.174 9.238 10.762 11.636 9.484 17.984 15.269 10.753 12.488 14.978 12.295 16.706 5.277 12.151 17.022 12.385 11.328 11.967 2.335 7.675 11.572 10.201 4.607 12.996 4.525 10.899 7.531 18.636 10.677 6.494 5.820 15.886 13.994 6.347 9.459 12.818 8.411 10.870 11.731 11.338 13.900 10.221 11.980 1.934 15.422 14.012 10.747 13.300 9.517 8.904 13.915 1.789 2.982 1.413 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E055.txt b/checkpoints/humanml3d/text_mot_match/eval/E055.txt new file mode 100644 index 0000000000000000000000000000000000000000..63a6829ff2d5b6ef908b4bf09e4e7f294a6a12e9 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E055.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.247 3.241 3.085 5.559 3.278 3.504 1.281 5.672 3.510 2.796 2.979 4.566 1.734 1.347 6.664 1.833 1.697 3.458 2.551 9.985 10.803 6.760 4.255 2.079 1.631 3.465 3.195 1.208 7.328 2.997 3.596 3.009 2.351 0.688 2.198 0.714 5.610 3.208 4.415 2.061 7.265 3.046 1.876 6.715 1.057 1.153 1.743 1.395 2.131 9.693 1.005 1.567 2.103 6.292 2.028 7.331 5.032 4.028 1.292 0.818 1.527 1.678 2.556 0.867 +Negative Pairs Distance +14.511 9.498 16.638 16.673 10.296 8.035 17.646 12.668 7.180 14.810 9.057 14.211 15.495 19.012 16.264 7.727 9.027 14.481 16.910 10.368 11.140 12.842 10.332 12.354 12.907 7.463 6.222 12.132 10.834 9.261 9.624 13.718 12.051 7.325 15.345 9.044 8.045 12.457 18.816 16.320 8.970 10.849 10.921 8.175 14.154 10.171 15.705 13.980 12.632 9.271 10.276 11.752 2.374 14.594 5.849 13.037 14.157 15.233 6.680 15.071 5.267 12.505 11.125 3.867 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E060.txt b/checkpoints/humanml3d/text_mot_match/eval/E060.txt new file mode 100644 index 0000000000000000000000000000000000000000..238f20dd6a62cfcfb314136bdb400f12eac1e02f --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E060.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.571 3.172 3.770 6.891 1.110 3.114 3.619 3.150 1.262 6.529 4.463 4.225 5.661 5.912 4.149 2.940 9.289 7.502 2.964 7.934 7.892 5.132 3.372 1.158 6.199 1.755 6.693 0.522 2.561 1.416 2.467 1.345 1.360 1.891 0.808 2.498 1.168 11.367 3.967 3.431 3.801 1.861 2.445 1.447 2.009 2.472 1.948 9.499 1.691 4.722 3.623 3.838 3.500 1.745 2.601 3.980 19.218 1.161 1.571 1.538 7.614 1.686 1.418 2.417 +Negative Pairs Distance +15.205 9.554 11.487 13.266 9.290 10.822 5.869 8.203 13.700 19.719 13.312 16.096 14.656 7.966 11.607 3.485 11.916 8.236 6.717 7.925 6.734 1.869 18.321 15.154 9.075 10.759 17.043 12.206 8.155 10.869 14.378 14.693 17.704 13.448 10.575 10.083 13.297 7.200 2.820 19.810 6.688 13.021 8.660 10.767 15.229 3.664 7.361 9.993 17.893 16.826 4.853 15.858 14.397 14.958 18.753 3.740 17.193 14.761 4.684 2.199 0.761 13.513 15.111 9.980 diff --git a/checkpoints/humanml3d/text_mot_match/eval/E065.txt b/checkpoints/humanml3d/text_mot_match/eval/E065.txt new file mode 100644 index 0000000000000000000000000000000000000000..9491e7e48b1ef5b2aa345f5e22625a55b81a8294 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/eval/E065.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.821 4.602 9.136 3.300 3.030 1.740 7.195 10.091 4.127 4.261 1.426 2.511 4.678 5.995 5.595 2.785 3.611 2.750 4.556 7.711 6.414 1.103 3.895 1.124 2.847 4.151 4.704 2.167 2.516 1.597 1.929 5.132 3.719 1.242 6.461 6.859 3.773 3.677 1.577 4.945 2.503 3.095 1.506 0.751 4.509 1.872 4.824 2.245 1.306 9.266 0.942 2.404 1.344 5.370 1.152 1.168 4.441 0.794 6.156 6.850 0.889 4.267 5.453 2.151 +Negative Pairs Distance +9.036 8.566 7.917 7.361 11.749 12.500 1.821 8.546 7.947 12.707 12.843 10.910 10.224 11.762 12.532 1.876 13.910 2.037 11.209 3.440 10.596 16.970 12.220 20.303 9.081 13.592 11.262 16.952 9.275 15.577 8.602 18.846 5.810 16.134 13.466 5.151 10.245 10.762 19.059 9.957 19.297 12.843 14.996 11.706 13.075 12.213 8.424 12.102 18.664 10.109 13.605 10.163 18.571 10.603 8.859 13.348 7.331 17.438 10.662 8.789 16.400 17.771 20.599 14.529 diff --git a/checkpoints/humanml3d/text_mot_match/model/finest.tar b/checkpoints/humanml3d/text_mot_match/model/finest.tar new file mode 100644 index 0000000000000000000000000000000000000000..5a5ab3f46e3c42bb80835eb0f42dcb6cb813ccf9 --- /dev/null +++ b/checkpoints/humanml3d/text_mot_match/model/finest.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:881e45bea6fb84b15eca6e7cdd75d602b58a72f2038c223ee96ab75d4f684ada +size 245580211 diff --git a/checkpoints/kit/Comp_v6_KLD005/meta/mean.npy b/checkpoints/kit/Comp_v6_KLD005/meta/mean.npy new file mode 100644 index 0000000000000000000000000000000000000000..c1f076c473eaabf4e6c0144d3e6db8b6a3c7e976 --- /dev/null +++ b/checkpoints/kit/Comp_v6_KLD005/meta/mean.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9e23fac51db2215ab5666324226be48f27efd6a6e7b22ebd17c28e0f056a7c22 +size 2136 diff --git a/checkpoints/kit/Comp_v6_KLD005/meta/std.npy b/checkpoints/kit/Comp_v6_KLD005/meta/std.npy new file mode 100644 index 0000000000000000000000000000000000000000..02a4c81095a331998ae0c95e3b01dc48c6d37b77 --- /dev/null +++ b/checkpoints/kit/Comp_v6_KLD005/meta/std.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:296a60656cea07e65ee64512d73d47c0412df0698b35194116330661be32fa90 +size 2136 diff --git a/checkpoints/kit/Comp_v6_KLD005/opt.txt b/checkpoints/kit/Comp_v6_KLD005/opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..805c8ecb40568f1d06c6b0b266d7bffc81d69b3c --- /dev/null +++ b/checkpoints/kit/Comp_v6_KLD005/opt.txt @@ -0,0 +1,54 @@ +------------ Options ------------- +batch_size: 32 +checkpoints_dir: ./checkpoints +dataset_name: kit +decomp_name: Decomp_SP001_SM001_H512 +dim_att_vec: 512 +dim_dec_hidden: 1024 +dim_movement2_dec_hidden: 512 +dim_movement_dec_hidden: 512 +dim_movement_enc_hidden: 512 +dim_movement_latent: 512 +dim_msd_hidden: 512 +dim_pos_hidden: 1024 +dim_pri_hidden: 1024 +dim_seq_de_hidden: 512 +dim_seq_en_hidden: 512 +dim_text_hidden: 512 +dim_z: 128 +early_stop_count: 3 +estimator_mod: bigru +eval_every_e: 5 +feat_bias: 5 +fixed_steps: 5 +gpu_id: 2 +input_z: False +is_continue: True +is_train: True +lambda_fake: 10 +lambda_gan_l: 0.1 +lambda_gan_mt: 0.1 +lambda_gan_mv: 0.1 +lambda_kld: 0.005 +lambda_rec: 1 +lambda_rec_init: 1 +lambda_rec_mot: 1 +lambda_rec_mov: 1 +log_every: 50 +lr: 0.0002 +max_sub_epoch: 50 +max_text_len: 20 +n_layers_dec: 1 +n_layers_msd: 2 +n_layers_pos: 1 +n_layers_pri: 1 +n_layers_seq_de: 2 +n_layers_seq_en: 1 +name: Comp_v6_KLD005 +num_experts: 4 +save_every_e: 10 +save_latest: 500 +text_enc_mod: bigru +tf_ratio: 0.4 +unit_length: 4 +-------------- End ---------------- diff --git a/checkpoints/kit/text_mot_match/eval/E005.txt b/checkpoints/kit/text_mot_match/eval/E005.txt new file mode 100644 index 0000000000000000000000000000000000000000..49b69800727c2e49a00f7655495c53d045bee03e --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E005.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.134 2.099 3.881 3.921 2.285 3.744 2.655 1.721 1.946 2.250 2.924 6.876 3.502 1.861 5.818 3.507 8.488 1.692 1.776 4.583 1.980 2.727 3.955 3.607 5.916 3.186 3.832 1.700 1.664 2.896 3.318 2.128 +Negative Pairs Distance +4.801 7.064 6.329 6.437 3.465 6.363 8.897 6.655 10.889 6.358 8.022 8.131 3.472 9.457 10.489 3.636 9.595 9.930 12.090 6.514 10.054 2.828 11.206 9.073 6.163 10.645 7.251 7.684 13.491 3.869 8.233 5.459 diff --git a/checkpoints/kit/text_mot_match/eval/E010.txt b/checkpoints/kit/text_mot_match/eval/E010.txt new file mode 100644 index 0000000000000000000000000000000000000000..a86ed509d955cd7f69f8d9bbbfc30d4b0a651b49 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E010.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.908 2.165 2.165 3.126 1.697 1.459 2.442 1.858 1.139 1.622 2.096 2.478 4.929 3.777 4.985 2.417 1.533 2.688 4.114 2.632 3.061 2.188 5.152 2.518 3.600 4.669 8.488 2.839 3.971 2.343 3.527 3.871 +Negative Pairs Distance +11.756 2.332 11.629 8.415 1.482 5.168 9.379 10.146 11.044 11.025 11.965 5.885 10.289 5.902 8.258 11.976 8.073 7.024 9.437 4.496 3.879 7.686 4.651 4.576 2.901 14.143 2.428 8.259 5.828 7.087 12.836 13.889 diff --git a/checkpoints/kit/text_mot_match/eval/E015.txt b/checkpoints/kit/text_mot_match/eval/E015.txt new file mode 100644 index 0000000000000000000000000000000000000000..fddd7943db70937d2fa7621d56ef11a89e724c45 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E015.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.850 4.731 5.109 2.265 1.610 2.926 2.168 2.637 2.084 1.510 2.175 2.338 1.857 5.098 1.801 2.207 2.303 1.409 2.606 1.605 2.917 1.752 3.372 2.717 3.066 2.843 2.329 2.640 2.341 4.156 3.331 8.131 +Negative Pairs Distance +6.084 8.782 9.299 5.081 10.574 12.375 6.629 3.773 12.802 17.637 15.346 12.001 11.877 8.885 5.704 7.574 10.524 11.066 13.124 9.736 2.497 16.383 10.255 14.209 15.128 12.731 10.557 15.367 11.058 11.331 2.683 9.325 diff --git a/checkpoints/kit/text_mot_match/eval/E020.txt b/checkpoints/kit/text_mot_match/eval/E020.txt new file mode 100644 index 0000000000000000000000000000000000000000..099a6393df75b9cdfa40a129a73a9ade8bd4c6da --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E020.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.720 2.590 1.074 3.083 2.166 2.835 6.362 2.816 2.871 1.793 3.421 6.261 1.957 5.514 2.695 2.254 1.668 1.689 4.970 2.880 1.581 4.509 2.255 3.921 2.240 2.384 2.844 2.736 4.322 3.335 3.728 2.677 +Negative Pairs Distance +11.181 11.564 13.729 7.366 12.419 12.882 8.641 18.567 7.485 7.284 11.086 8.577 5.952 4.970 14.443 13.611 11.813 10.937 13.638 11.140 14.285 8.947 13.830 14.733 11.218 3.280 2.429 11.807 11.222 9.967 10.158 10.779 diff --git a/checkpoints/kit/text_mot_match/eval/E025.txt b/checkpoints/kit/text_mot_match/eval/E025.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf60647080023a89acfc507c14677eb84ee7f6f --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E025.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.553 1.793 2.145 1.160 1.568 0.923 2.591 7.707 2.747 12.233 5.216 1.305 1.507 2.035 1.736 2.155 1.751 1.618 2.041 2.239 2.825 2.352 3.072 2.020 1.761 5.428 2.252 1.604 2.319 2.266 3.278 3.328 +Negative Pairs Distance +11.462 3.411 1.404 11.581 3.764 11.409 14.073 4.259 12.997 3.549 7.593 12.030 12.991 7.647 12.337 12.592 14.496 14.496 13.530 13.371 12.775 14.828 11.200 17.627 9.128 9.617 9.297 6.782 14.615 2.304 9.306 10.946 diff --git a/checkpoints/kit/text_mot_match/eval/E030.txt b/checkpoints/kit/text_mot_match/eval/E030.txt new file mode 100644 index 0000000000000000000000000000000000000000..5aee3b3bd41bfb0a06e49454ff645f437f76d0b2 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E030.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +7.378 4.702 10.228 2.154 7.611 0.943 1.770 1.255 5.552 3.161 2.180 2.252 3.278 1.767 1.787 1.450 1.546 2.051 1.476 1.828 1.829 1.423 1.150 2.198 9.395 1.748 2.700 2.304 3.917 4.163 2.811 2.562 +Negative Pairs Distance +3.884 11.919 5.835 6.898 5.753 19.333 10.732 16.049 10.197 11.546 13.682 12.106 12.993 11.981 13.373 13.464 11.788 11.267 16.719 9.747 4.581 14.785 13.978 9.505 7.465 11.392 11.481 9.757 11.077 16.272 15.701 12.256 diff --git a/checkpoints/kit/text_mot_match/eval/E035.txt b/checkpoints/kit/text_mot_match/eval/E035.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d8033686d1b0875479724d20aaccb0a3517306c --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E035.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.095 9.020 2.176 1.030 1.653 1.306 1.963 4.513 1.906 1.186 2.731 1.678 1.395 2.232 1.394 4.946 1.057 4.450 3.671 2.931 3.655 1.374 1.361 6.001 5.699 1.579 10.237 2.940 1.622 2.032 7.194 1.069 +Negative Pairs Distance +13.345 14.638 14.061 19.142 8.843 12.152 15.600 7.368 15.635 13.863 15.644 3.686 13.388 15.807 20.432 11.571 13.876 8.513 13.236 19.330 8.771 14.880 13.005 10.810 12.430 10.102 4.440 18.083 3.135 13.201 5.465 8.700 diff --git a/checkpoints/kit/text_mot_match/eval/E040.txt b/checkpoints/kit/text_mot_match/eval/E040.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab43f23acb669dda3a47cfb8de71a09c9e0a4dbb --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E040.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.531 1.118 4.384 1.787 1.595 2.184 1.371 1.264 2.086 1.477 1.123 1.240 1.040 11.428 3.469 1.511 1.782 2.528 6.645 1.197 1.967 1.188 3.484 5.019 1.024 1.892 3.185 1.017 2.682 1.116 1.047 1.691 +Negative Pairs Distance +12.010 18.700 16.704 10.839 15.398 8.070 9.340 14.570 8.946 18.806 4.114 12.699 11.821 4.733 15.875 14.064 17.230 16.277 14.135 22.007 18.454 13.210 8.825 8.937 9.880 16.306 13.555 13.649 5.738 12.752 12.994 1.158 diff --git a/checkpoints/kit/text_mot_match/eval/E045.txt b/checkpoints/kit/text_mot_match/eval/E045.txt new file mode 100644 index 0000000000000000000000000000000000000000..4414faf958c9f9b64b8ccfdabfcfc89bd8a352ca --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E045.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.412 2.614 2.471 0.842 2.629 7.116 7.275 5.793 1.034 8.645 4.851 2.357 1.155 1.208 1.168 1.698 1.550 1.132 7.423 2.531 1.147 2.240 1.575 1.232 1.455 2.134 1.421 3.723 2.887 1.759 3.806 4.387 +Negative Pairs Distance +10.150 13.459 14.645 13.875 8.746 12.398 13.303 16.393 22.565 9.265 13.325 9.629 18.867 15.043 18.596 19.413 17.903 8.695 4.948 13.620 14.171 19.699 15.496 11.753 12.914 17.017 7.990 14.401 11.768 8.648 13.926 13.402 diff --git a/checkpoints/kit/text_mot_match/eval/E050.txt b/checkpoints/kit/text_mot_match/eval/E050.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c0e785820600b128e776f6a53c1108a7d73b375 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E050.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +5.304 2.162 1.767 7.675 1.446 5.696 2.277 0.717 1.477 12.431 3.673 1.286 2.633 1.883 2.555 1.399 11.572 1.303 3.411 1.521 3.885 0.984 1.210 1.038 5.024 5.886 1.283 1.026 2.056 1.738 3.654 2.659 +Negative Pairs Distance +17.692 17.993 15.431 10.788 22.819 16.591 23.417 13.203 7.453 17.521 19.102 17.595 7.883 20.475 11.371 17.178 5.380 4.884 17.968 18.298 13.822 19.112 11.842 10.838 14.131 14.906 16.252 14.499 13.878 2.300 11.417 21.558 diff --git a/checkpoints/kit/text_mot_match/eval/E055.txt b/checkpoints/kit/text_mot_match/eval/E055.txt new file mode 100644 index 0000000000000000000000000000000000000000..08c17b1efe6f415656926fbbce9d17da2d8fe849 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E055.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.286 11.980 3.768 1.701 1.978 1.173 1.752 5.425 4.705 13.314 1.451 1.055 2.002 1.749 1.538 5.364 2.637 1.023 1.074 3.722 2.823 2.851 3.961 11.326 1.716 1.712 3.175 2.536 2.563 1.154 1.269 3.001 +Negative Pairs Distance +11.300 3.898 15.139 13.965 1.849 22.030 13.080 15.480 10.960 11.965 4.839 9.320 3.329 24.126 10.234 8.670 18.491 14.462 14.877 7.870 10.906 13.899 6.250 5.214 8.553 16.769 11.940 18.139 23.584 9.895 10.384 5.684 diff --git a/checkpoints/kit/text_mot_match/eval/E060.txt b/checkpoints/kit/text_mot_match/eval/E060.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4a2c463b91e1cd41081941610fca6c89353c31b --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E060.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +2.646 12.210 0.830 2.921 0.875 1.999 4.337 0.802 2.268 0.840 2.059 2.004 0.628 2.383 4.972 0.918 2.044 4.344 1.900 2.817 3.564 2.183 1.713 1.272 1.134 1.917 5.561 2.390 2.127 3.047 3.518 2.000 +Negative Pairs Distance +6.734 13.725 24.744 24.194 14.176 12.985 4.384 8.463 14.464 20.511 13.927 15.659 18.104 10.338 14.063 18.091 20.923 11.184 18.401 24.048 9.389 11.433 10.597 22.686 12.311 3.344 17.366 14.234 20.743 16.628 18.863 6.987 diff --git a/checkpoints/kit/text_mot_match/eval/E065.txt b/checkpoints/kit/text_mot_match/eval/E065.txt new file mode 100644 index 0000000000000000000000000000000000000000..a563bdaea10bf599f68cc6fc4c69fae18f2b3c23 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E065.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +4.282 9.482 1.553 1.383 1.122 2.035 0.854 1.958 1.230 1.450 2.783 5.676 0.971 1.129 1.624 1.782 2.330 7.208 1.222 4.682 1.120 2.564 3.288 1.271 1.158 0.989 1.165 1.431 1.322 3.795 1.797 3.976 +Negative Pairs Distance +10.757 12.124 8.528 18.803 11.622 10.307 18.852 9.454 13.769 24.235 15.302 4.133 9.539 19.628 16.231 15.288 18.951 18.389 14.687 9.998 8.974 20.162 12.884 14.608 19.159 19.726 16.222 4.654 16.910 15.950 4.430 9.514 diff --git a/checkpoints/kit/text_mot_match/eval/E070.txt b/checkpoints/kit/text_mot_match/eval/E070.txt new file mode 100644 index 0000000000000000000000000000000000000000..2086afc999a710477c56437cb1d7bda41dc36683 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E070.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.853 1.746 2.313 1.558 7.835 0.945 1.523 7.543 0.974 1.104 2.812 1.116 2.340 1.406 1.499 3.407 1.224 2.075 5.423 2.600 1.321 6.505 1.368 8.134 3.274 2.626 2.342 3.057 4.097 2.022 1.990 1.068 +Negative Pairs Distance +16.888 5.090 20.032 15.900 10.658 9.950 24.814 10.751 8.165 16.934 14.184 18.338 13.667 6.515 12.078 7.889 9.116 26.239 10.249 16.732 15.455 16.731 7.098 9.890 5.493 7.409 13.144 13.131 9.515 1.967 7.075 12.000 diff --git a/checkpoints/kit/text_mot_match/eval/E075.txt b/checkpoints/kit/text_mot_match/eval/E075.txt new file mode 100644 index 0000000000000000000000000000000000000000..04dff257bf476037689f50c7b40b07e105912ca5 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E075.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +5.996 5.991 6.329 11.539 1.356 2.672 1.162 1.664 7.148 1.469 1.583 4.772 1.021 2.245 1.263 2.734 1.628 0.797 2.095 2.180 6.602 1.719 4.648 1.462 1.192 6.518 0.926 7.409 1.480 1.979 2.509 3.288 +Negative Pairs Distance +10.215 10.800 19.266 6.959 6.636 25.179 16.741 19.729 11.336 16.523 16.567 10.568 15.567 13.981 4.875 8.074 1.630 8.896 20.647 15.145 17.009 20.560 13.781 23.201 18.929 18.235 7.325 26.645 19.469 20.427 15.561 15.197 diff --git a/checkpoints/kit/text_mot_match/eval/E080.txt b/checkpoints/kit/text_mot_match/eval/E080.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da7cdea578ad05634855f6a8705e3a54c303c19 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E080.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.944 1.884 4.347 1.715 4.907 1.845 1.217 9.310 1.924 2.145 1.969 1.843 3.612 0.980 1.484 5.777 2.220 1.096 1.829 1.210 1.392 4.746 2.195 2.041 6.412 0.769 5.934 12.347 1.315 1.303 5.924 1.596 +Negative Pairs Distance +20.166 23.190 19.774 17.923 13.037 21.200 22.463 14.820 14.639 14.424 20.394 15.858 17.843 19.721 9.291 13.911 6.487 18.521 16.954 15.071 21.124 3.136 21.915 26.672 10.117 19.504 16.569 15.500 19.505 14.488 12.333 11.741 diff --git a/checkpoints/kit/text_mot_match/eval/E085.txt b/checkpoints/kit/text_mot_match/eval/E085.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2551ed6523aac568cc7e77cab1147309c2899d9 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E085.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.160 1.123 0.681 0.707 2.277 2.063 2.552 1.243 3.954 3.408 1.125 1.530 3.594 1.932 1.488 1.558 1.368 1.740 4.621 0.844 1.054 1.013 1.795 0.552 2.498 0.922 2.624 0.899 1.455 1.543 1.219 2.387 +Negative Pairs Distance +12.292 15.500 11.375 14.608 23.654 3.728 2.467 13.880 16.046 21.566 21.143 17.623 4.482 17.418 22.232 17.313 26.219 22.449 13.927 21.166 10.767 5.275 1.208 22.217 2.804 21.347 16.782 18.786 19.475 19.334 14.207 16.465 diff --git a/checkpoints/kit/text_mot_match/eval/E090.txt b/checkpoints/kit/text_mot_match/eval/E090.txt new file mode 100644 index 0000000000000000000000000000000000000000..033f17f0f3f22f9c4256c45eaeda8a33a658d0aa --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E090.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.012 2.578 5.767 1.255 0.855 2.173 4.103 1.101 13.313 17.991 1.063 1.962 0.998 2.235 3.338 1.534 4.680 0.950 1.804 1.357 1.058 0.933 1.001 5.634 3.647 1.667 2.159 12.595 2.218 3.775 2.603 1.347 +Negative Pairs Distance +1.622 24.847 4.103 23.529 12.966 16.220 3.390 10.709 17.506 5.613 9.319 21.534 20.392 18.943 14.061 8.722 18.443 16.522 19.102 12.086 23.014 25.803 15.898 6.899 19.726 23.200 19.056 8.438 20.097 16.868 14.529 12.901 diff --git a/checkpoints/kit/text_mot_match/eval/E095.txt b/checkpoints/kit/text_mot_match/eval/E095.txt new file mode 100644 index 0000000000000000000000000000000000000000..92661ae9c2d09cc75e0339206a9d59d65b52ed16 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E095.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.957 5.130 1.610 0.692 0.973 2.350 1.095 0.812 10.008 2.255 1.878 2.190 4.425 1.911 1.336 4.439 0.943 10.657 1.138 1.613 2.040 5.536 1.493 0.938 0.889 1.510 8.307 3.408 2.917 3.500 2.125 2.211 +Negative Pairs Distance +13.302 14.787 22.667 23.635 20.254 23.571 8.536 14.727 18.053 16.699 12.599 14.799 15.496 9.799 9.621 16.289 1.345 13.394 17.885 21.358 23.233 18.082 17.676 13.628 11.943 12.769 29.724 28.740 23.942 21.485 16.927 12.710 diff --git a/checkpoints/kit/text_mot_match/eval/E100.txt b/checkpoints/kit/text_mot_match/eval/E100.txt new file mode 100644 index 0000000000000000000000000000000000000000..7add05f6c9371feeb3e64cb137c006aafa385f72 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E100.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +15.756 1.123 4.602 0.836 2.995 0.605 1.258 4.576 5.112 0.662 0.605 2.008 1.062 1.816 0.632 9.981 1.660 0.973 0.711 2.293 1.124 5.743 1.202 4.518 1.711 4.652 0.785 0.745 0.526 3.104 1.319 4.840 +Negative Pairs Distance +10.425 22.640 4.875 19.405 11.291 16.246 17.498 23.780 22.589 10.619 8.373 9.351 16.751 14.980 22.690 22.484 12.499 24.838 24.494 23.126 14.764 12.877 10.966 11.744 22.366 10.996 14.653 5.500 18.956 24.887 14.791 15.646 diff --git a/checkpoints/kit/text_mot_match/eval/E105.txt b/checkpoints/kit/text_mot_match/eval/E105.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4899ef778ce145193f11930366650f521d3f8a3 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E105.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +1.089 2.387 6.936 1.425 1.880 2.587 1.990 1.701 1.069 0.980 1.417 9.058 1.353 1.204 2.475 2.691 0.932 2.726 1.296 1.698 6.379 1.387 15.032 1.641 3.618 1.276 1.370 3.261 0.990 7.931 2.744 3.607 +Negative Pairs Distance +18.003 20.362 11.659 15.585 13.766 14.232 21.723 4.696 8.918 19.056 13.097 24.289 12.855 17.362 22.556 10.135 14.734 14.375 14.859 16.949 9.689 14.875 15.761 10.648 13.664 18.514 11.027 11.611 18.166 5.020 17.382 17.951 diff --git a/checkpoints/kit/text_mot_match/eval/E110.txt b/checkpoints/kit/text_mot_match/eval/E110.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e3b225980e062ecdcc0ae6e62acaca9c2029acb --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E110.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +4.594 16.486 2.173 5.006 0.736 5.348 2.516 1.424 1.905 1.518 4.290 0.630 1.854 0.662 6.736 1.189 3.855 0.870 3.669 0.790 0.969 2.029 2.629 1.290 1.532 7.682 6.683 0.917 4.618 6.050 3.025 0.723 +Negative Pairs Distance +12.923 22.179 24.706 19.398 9.272 7.455 13.993 6.839 13.685 16.117 14.054 19.742 5.135 15.211 10.941 18.224 11.478 16.176 10.114 18.356 20.260 16.683 27.581 13.941 8.018 7.124 12.105 17.994 0.854 15.453 12.923 15.096 diff --git a/checkpoints/kit/text_mot_match/eval/E115.txt b/checkpoints/kit/text_mot_match/eval/E115.txt new file mode 100644 index 0000000000000000000000000000000000000000..512bdf9dcaa46beb91729317b83664963fb20ac2 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E115.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +4.260 5.487 7.693 4.676 1.321 1.041 1.544 1.485 9.702 1.870 2.287 3.421 4.685 3.229 8.235 4.715 2.157 2.155 11.826 1.385 13.426 1.473 6.342 1.925 6.983 2.693 0.856 1.752 5.750 2.104 2.385 4.791 +Negative Pairs Distance +20.920 17.386 17.106 6.395 14.940 9.904 15.653 8.603 12.403 25.547 25.790 4.830 15.455 18.065 3.405 14.249 26.497 8.641 10.089 12.739 22.130 18.371 10.461 19.548 15.514 18.363 10.790 9.796 13.923 19.527 2.634 12.634 diff --git a/checkpoints/kit/text_mot_match/eval/E120.txt b/checkpoints/kit/text_mot_match/eval/E120.txt new file mode 100644 index 0000000000000000000000000000000000000000..a759c688d4950c7ef6962a7794a2e98e36a228a2 --- /dev/null +++ b/checkpoints/kit/text_mot_match/eval/E120.txt @@ -0,0 +1,4 @@ +Positive Pairs Distance +3.613 10.684 3.614 1.907 1.610 1.017 3.122 1.261 3.162 0.933 1.599 2.377 0.762 1.865 2.864 1.124 1.034 3.213 2.520 1.569 0.995 0.759 4.635 5.838 0.870 1.485 1.530 2.547 8.226 2.399 1.487 3.931 +Negative Pairs Distance +18.579 23.097 22.131 12.888 30.161 26.140 12.161 25.980 13.960 24.155 2.520 6.033 26.685 7.331 8.465 16.310 24.265 19.109 19.149 16.481 14.715 17.881 20.127 13.153 4.347 20.907 20.906 8.501 15.853 23.314 15.491 25.455 diff --git a/checkpoints/kit/text_mot_match/model/finest.tar b/checkpoints/kit/text_mot_match/model/finest.tar new file mode 100644 index 0000000000000000000000000000000000000000..94a04eafa04439c43aa04f31c08e98c6c0d1041e --- /dev/null +++ b/checkpoints/kit/text_mot_match/model/finest.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:6f786d733ca1bfa5dc1474554f167e1f608ec629868061e51ccfdb812ea61e6a +size 245481907 diff --git a/database/all_captions.npy b/database/all_captions.npy new file mode 100644 index 0000000000000000000000000000000000000000..a253b93fe2d57a285d5ee6bc8cd7e29b55b047cf --- /dev/null +++ b/database/all_captions.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:a58aa1a4da1d67c6c1b09cd511865b7dce8298aa4c10c11b0c48de2955029640 +size 20736 diff --git a/database/encoded_motions.npy b/database/encoded_motions.npy new file mode 100644 index 0000000000000000000000000000000000000000..4bd22e7662940c9531ddc247a8d9c6046ed37a5d --- /dev/null +++ b/database/encoded_motions.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bd69b88f43ff39a01df439f17d426d32250d14f2a1b4220dc893d23bee7121b3 +size 65664 diff --git a/database/encoded_texts.npy b/database/encoded_texts.npy new file mode 100644 index 0000000000000000000000000000000000000000..aff6af79d5a5e7d80755e44031d977103d243681 --- /dev/null +++ b/database/encoded_texts.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:120c31c64e47f3d786595139c0449cffaa8517b5bc1a96b18546eafcf9f1676d +size 65664 diff --git a/database/motion_ids.npy b/database/motion_ids.npy new file mode 100644 index 0000000000000000000000000000000000000000..ec9b2ed36de50ec219e74e38270c42b672e59458 --- /dev/null +++ b/database/motion_ids.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1008642f510801e6a5dc0a80ae3ebb0cab3a77d4f93416606545ec31e9673cad +size 1152 diff --git a/database/motion_tokens.npy b/database/motion_tokens.npy new file mode 100644 index 0000000000000000000000000000000000000000..077495c2703823cb011c531783b6abf5748a4c1d --- /dev/null +++ b/database/motion_tokens.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1c3bec421b3c67abc1621c03eccae61b00cd598055e3bd810b1852da14e1213f +size 6610 diff --git a/database/tag_lists.npy b/database/tag_lists.npy new file mode 100644 index 0000000000000000000000000000000000000000..3f225cd0aa7b5396433ef0001f53ba855c84b36d --- /dev/null +++ b/database/tag_lists.npy @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9931f08e72a9afadb3b60838dd42b8843a6707be1a4290185bae388ab99c6095 +size 640 diff --git a/logs/humanml3d/pretrain_mtrans/eval/eval.log b/logs/humanml3d/pretrain_mtrans/eval/eval.log new file mode 100644 index 0000000000000000000000000000000000000000..15dd2b3190d2cfbdbfa032cf0c5a73fbd42b0232 --- /dev/null +++ b/logs/humanml3d/pretrain_mtrans/eval/eval.log @@ -0,0 +1,8 @@ +net_best_fid.tar final result: + FID: 0.083, conf. 0.000 + Diversity: 9.632, conf. 0.000 + TOP1: 0.503, conf. 0.000, TOP2. 0.692, conf. 0.000, TOP3. 0.784, conf. 0.000 + Matching: 3.044, conf. 0.000 + Multimodality:1.332, conf.0.000 + + diff --git a/logs/humanml3d/pretrain_mtrans/model/net_best_fid.tar b/logs/humanml3d/pretrain_mtrans/model/net_best_fid.tar new file mode 100644 index 0000000000000000000000000000000000000000..a2a74f6154af881c28e106f5e9aa8ca4319d2da3 --- /dev/null +++ b/logs/humanml3d/pretrain_mtrans/model/net_best_fid.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:21e92c4edeac4de5a31cd77ab099420baf1b9d8e90c7b2e26070d50fc414f037 +size 311073518 diff --git a/logs/humanml3d/pretrain_mtrans/opt.txt b/logs/humanml3d/pretrain_mtrans/opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9753dedea594f4dc8f127ef8165a5700ddd697 --- /dev/null +++ b/logs/humanml3d/pretrain_mtrans/opt.txt @@ -0,0 +1,35 @@ +------------ Options ------------- +attnj: True +attnt: True +batch_size: 64 +checkpoints_dir: ./logs +cond_drop_prob: 0.1 +dataset_name: humanml3d +dropout: 0.2 +eval_every_e: 10 +ff_size: 1024 +force_mask: False +gamma: 0.1 +gpu_id: -1 +gumbel_sample: False +is_continue: False +is_train: True +latent_dim: 512 +local_rank: 0 +log_every: 50 +lr: 0.0002 +max_epoch: 2000 +max_motion_length: 196 +milestones: [1000000] +n_heads: 8 +n_layers: 8 +name: pretrain_mtrans +save_latest: 500 +seed: 3407 +share_weight: False +train_split: train.txt +unit_length: 4 +val_split: val.txt +vq_name: pretrain_vq +warm_up_iter: 2000 +-------------- End ---------------- diff --git a/logs/humanml3d/pretrain_mtrans/train.log b/logs/humanml3d/pretrain_mtrans/train.log new file mode 100644 index 0000000000000000000000000000000000000000..d1a44b6c7e36236a0348d81415438807ed3b9855 --- /dev/null +++ b/logs/humanml3d/pretrain_mtrans/train.log @@ -0,0 +1,70 @@ +NAME pretain_mtrans +GPU 1 +GPU cuda:0 +LOG_DIR logs/humanml3d/pretain_mtrans +LOG_FILE logs/humanml3d/pretain_mtrans/train.log +EXTRA --vq_name pretrain_vq --batch_size 64 --max_epoch 2000 --attnj --attnt --latent_dim 512 --n_heads 8 --train_split train.txt --val_split val.txt +ep/it:765- 154 niter:270200 4155m 59s (- 6703m 6s) completed: 38%) loss: 2.3385 acc: 0.4090 lr: 0.0002 +ep/it:765- 204 niter:270250 4156m 54s (- 6702m 35s) completed: 38%) loss: 2.3926 acc: 0.3962 lr: 0.0002 +ep/it:765- 254 niter:270300 4158m 22s (- 6702m 56s) completed: 38%) loss: 2.3788 acc: 0.4013 lr: 0.0002 +ep/it:765- 304 niter:270350 4159m 50s (- 6703m 16s) completed: 38%) loss: 2.3916 acc: 0.4000 lr: 0.0002 +==> Eval. Ep 766: FID. 0.1831, Diversity_gt. 9.3751, Diversity_pred. 9.2738, R_precision_gt. [0.51162791 0.69840116 0.79796512], R_precision_pred. [0.4869186 0.66497093 0.76598837], matching_score_gt. 2.894286094709884, matching_score_pred. 3.0876946393833604 +==> ==> FID remains 0.09346 !!! +==> Validation: +Validation loss:2.845, accuracy:0.350 +ep/it:766- 1 niter:270400 4164m 20s (- 6708m 31s) completed: 38%) loss: 2.3802 acc: 0.4009 lr: 0.0002 +ep/it:766- 51 niter:270450 4165m 18s (- 6708m 4s) completed: 38%) loss: 2.3685 acc: 0.4016 lr: 0.0002 +ep/it:766- 101 niter:270500 4165m 54s (- 6707m 1s) completed: 38%) loss: 2.3599 acc: 0.4039 lr: 0.0002 +ep/it:766- 151 niter:270550 4166m 31s (- 6706m 1s) completed: 38%) loss: 2.3512 acc: 0.4074 lr: 0.0002 +ep/it:766- 201 niter:270600 4167m 7s (- 6704m 57s) completed: 38%) loss: 2.3770 acc: 0.3996 lr: 0.0002 +ep/it:766- 251 niter:270650 4167m 41s (- 6703m 52s) completed: 38%) loss: 2.3564 acc: 0.4065 lr: 0.0002 +ep/it:766- 301 niter:270700 4168m 17s (- 6702m 49s) completed: 38%) loss: 2.3717 acc: 0.4022 lr: 0.0002 +ep/it:766- 351 niter:270750 4168m 52s (- 6701m 45s) completed: 38%) loss: 2.3440 acc: 0.4063 lr: 0.0002 +==> Eval. Ep 767: FID. 0.1753, Diversity_gt. 9.4888, Diversity_pred. 9.5024, R_precision_gt. [0.51162791 0.70712209 0.81395349], R_precision_pred. [0.47456395 0.67732558 0.77398256], matching_score_gt. 2.8555336497550785, matching_score_pred. 3.1092937491660892 +==> ==> FID remains 0.09346 !!! +==> ==> Diversity Improved from 9.37525 to 9.50238 !!! +==> Validation: +Validation loss:2.912, accuracy:0.341 +ep/it:767- 48 niter:270800 4170m 40s (- 6702m 39s) completed: 38%) loss: 2.3535 acc: 0.4043 lr: 0.0002 +ep/it:767- 98 niter:270850 4171m 15s (- 6701m 35s) completed: 38%) loss: 2.3648 acc: 0.4035 lr: 0.0002 +ep/it:767- 148 niter:270900 4171m 50s (- 6700m 30s) completed: 38%) loss: 2.3406 acc: 0.4092 lr: 0.0002 +ep/it:767- 198 niter:270950 4172m 25s (- 6699m 26s) completed: 38%) loss: 2.3778 acc: 0.4011 lr: 0.0002 +ep/it:767- 248 niter:271000 4173m 0s (- 6698m 21s) completed: 38%) loss: 2.3838 acc: 0.4009 lr: 0.0002 +ep/it:767- 298 niter:271050 4173m 37s (- 6697m 20s) completed: 38%) loss: 2.4122 acc: 0.3952 lr: 0.0002 +ep/it:767- 348 niter:271100 4174m 12s (- 6696m 16s) completed: 38%) loss: 2.3713 acc: 0.4014 lr: 0.0002 +==> Eval. Ep 768: FID. 0.1618, Diversity_gt. 9.4293, Diversity_pred. 9.3450, R_precision_gt. [0.51090116 0.69767442 0.80377907], R_precision_pred. [0.47674419 0.67659884 0.78270349], matching_score_gt. 2.9597277696742568, matching_score_pred. 3.0716806844223377 +==> ==> FID remains 0.09346 !!! +==> Validation: +Validation loss:2.876, accuracy:0.347 +ep/it:768- 45 niter:271150 4176m 0s (- 6697m 10s) completed: 38%) loss: 2.3603 acc: 0.4025 lr: 0.0002 +ep/it:768- 95 niter:271200 4176m 35s (- 6696m 5s) completed: 38%) loss: 2.3503 acc: 0.4068 lr: 0.0002 +ep/it:768- 145 niter:271250 4177m 9s (- 6695m 0s) completed: 38%) loss: 2.3447 acc: 0.4082 lr: 0.0002 +ep/it:768- 195 niter:271300 4177m 45s (- 6693m 57s) completed: 38%) loss: 2.3979 acc: 0.3960 lr: 0.0002 +ep/it:768- 245 niter:271350 4178m 20s (- 6692m 52s) completed: 38%) loss: 2.3763 acc: 0.4018 lr: 0.0002 +ep/it:768- 295 niter:271400 4178m 55s (- 6691m 48s) completed: 38%) loss: 2.4143 acc: 0.3954 lr: 0.0002 +ep/it:768- 345 niter:271450 4179m 30s (- 6690m 44s) completed: 38%) loss: 2.3519 acc: 0.4035 lr: 0.0002 +==> Eval. Ep 769: FID. 0.2459, Diversity_gt. 9.6424, Diversity_pred. 9.0710, R_precision_gt. [0.51090116 0.70639535 0.79578488], R_precision_pred. [0.48110465 0.66424419 0.75944767], matching_score_gt. 2.9377262592315674, matching_score_pred. 3.1581250567768895 +==> ==> FID remains 0.09346 !!! +==> Validation: +Validation loss:2.892, accuracy:0.344 +ep/it:769- 42 niter:271500 4181m 19s (- 6691m 39s) completed: 38%) loss: 2.3803 acc: 0.3993 lr: 0.0002 +ep/it:769- 92 niter:271550 4181m 54s (- 6690m 34s) completed: 38%) loss: 2.3690 acc: 0.4028 lr: 0.0002 +ep/it:769- 142 niter:271600 4182m 29s (- 6689m 31s) completed: 38%) loss: 2.3476 acc: 0.4059 lr: 0.0002 +ep/it:769- 192 niter:271650 4183m 3s (- 6688m 26s) completed: 38%) loss: 2.3500 acc: 0.4058 lr: 0.0002 +ep/it:769- 242 niter:271700 4183m 38s (- 6687m 22s) completed: 38%) loss: 2.3614 acc: 0.4044 lr: 0.0002 +ep/it:769- 292 niter:271750 4184m 13s (- 6686m 18s) completed: 38%) loss: 2.4074 acc: 0.3965 lr: 0.0002 +ep/it:769- 342 niter:271800 4184m 48s (- 6685m 13s) completed: 38%) loss: 2.3610 acc: 0.4038 lr: 0.0002 +==> Eval. Ep 770: FID. 0.1761, Diversity_gt. 9.6158, Diversity_pred. 8.7868, R_precision_gt. [0.5181686 0.68531977 0.78706395], R_precision_pred. [0.48982558 0.67514535 0.77398256], matching_score_gt. 2.953729895658271, matching_score_pred. 3.1161079018615014 +==> ==> FID remains 0.09346 !!! +Exception: can't set attribute 'lines' +Exception: can't set attribute 'lines' +Exception: can't set attribute 'lines' +==> Validation: +Validation loss:2.915, accuracy:0.343 +ep/it:770- 39 niter:271850 4186m 37s (- 6686m 7s) completed: 38%) loss: 2.3784 acc: 0.4000 lr: 0.0002 +ep/it:770- 89 niter:271900 4187m 12s (- 6685m 3s) completed: 38%) loss: 2.3338 acc: 0.4097 lr: 0.0002 +ep/it:770- 139 niter:271950 4187m 47s (- 6683m 59s) completed: 38%) loss: 2.3401 acc: 0.4087 lr: 0.0002 +ep/it:770- 189 niter:272000 4188m 23s (- 6682m 56s) completed: 38%) loss: 2.3607 acc: 0.4040 lr: 0.0002 +ep/it:770- 239 niter:272050 4188m 58s (- 6681m 52s) completed: 38%) loss: 2.3850 acc: 0.3996 lr: 0.0002 +ep/it:770- 289 niter:272100 4189m 33s (- 6680m 48s) completed: 38%) loss: 2.3888 acc: 0.3999 lr: 0.0002 +ep/it:770- 339 niter:272150 4190m 8s (- 6679m 44s) completed: 38%) loss: 2.3558 acc: 0.4038 lr: 0.0002 diff --git a/logs/humanml3d/pretrain_rtrans/eval/eval.log b/logs/humanml3d/pretrain_rtrans/eval/eval.log new file mode 100644 index 0000000000000000000000000000000000000000..64745646a07ffb69a0d76591f28592130fb5e2a4 --- /dev/null +++ b/logs/humanml3d/pretrain_rtrans/eval/eval.log @@ -0,0 +1,70 @@ +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) +=========================================== +pretrain_mtrans +pretrain_rtrans +net_best_fid.tar +('Loading Residual Transformer pretrain_rtrans from epoch 1550!', 'Value: ', [0.06491271455402625, 0.01779363584310545]) diff --git a/logs/humanml3d/pretrain_rtrans/model/net_best_fid.tar b/logs/humanml3d/pretrain_rtrans/model/net_best_fid.tar new file mode 100644 index 0000000000000000000000000000000000000000..037f2f84a3c435d0e9d804007d8a7d35549f0450 --- /dev/null +++ b/logs/humanml3d/pretrain_rtrans/model/net_best_fid.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2b0d2666ca97249f5550634f5add048eac68e3696cbe35e612dc8e8670c10076 +size 220122790 diff --git a/logs/humanml3d/pretrain_rtrans/opt.txt b/logs/humanml3d/pretrain_rtrans/opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d5777f8194877f685f89163e0000f6c4043e929 --- /dev/null +++ b/logs/humanml3d/pretrain_rtrans/opt.txt @@ -0,0 +1,33 @@ +------------ Options ------------- +attnj: True +attnt: True +batch_size: 64 +checkpoints_dir: ./logs +cond_drop_prob: 0.01 +dataset_name: humanml3d +dropout: 0.2 +eval_every_e: 10 +ff_size: 1024 +force_mask: False +gamma: 0.1 +gpu_id: -1 +gumbel_sample: False +is_continue: False +is_train: True +latent_dim: 384 +local_rank: 0 +log_every: 50 +lr: 0.0002 +max_epoch: 2000 +max_motion_length: 196 +milestones: [1000000] +n_heads: 6 +n_layers: 8 +name: pretrain_rtrans +save_latest: 500 +seed: 3407 +share_weight: True +unit_length: 4 +vq_name: pretrain_vq +warm_up_iter: 2000 +-------------- End ---------------- diff --git a/logs/humanml3d/pretrain_vq/eval/eval.log b/logs/humanml3d/pretrain_vq/eval/eval.log new file mode 100644 index 0000000000000000000000000000000000000000..e69de29bb2d1d6434b8b29ae775ad8c2e48c5391 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0000000000000000000000000000000000000000..e1ee5ed04329ded35e3d0070caa78103517cb324 --- /dev/null +++ b/logs/humanml3d/pretrain_vq/model/net_best_fid.tar @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b186fd346e8bcb84cdbfc2f2c78a9ea3f67c92389050c178325897de6b5de767 +size 467921538 diff --git a/logs/humanml3d/pretrain_vq/opt.txt b/logs/humanml3d/pretrain_vq/opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7672d693474f143eaaa93ddf51d42c543ce718 --- /dev/null +++ b/logs/humanml3d/pretrain_vq/opt.txt @@ -0,0 +1,43 @@ +------------ Options ------------- +batch_size: 256 +checkpoints_dir: ./logs +code_dim1d: 512 +code_dim2d: 1024 +commit: 0.02 +dataset_name: humanml3d +depth: 3 +dilation_growth_rate: 3 +down_t: 2 +eval_every_e: 1 +ext: default +feat_bias: 5 +gamma: 0.1 +gpu_id: 2 +is_continue: False +is_train: True +log_every: 10 +loss_vel: 0.5 +lr: 0.0002 +max_epoch: 50 +milestones: [150000, 250000] +mu: 0.99 +name: pretrain_vq +nb_code1d: 512 +nb_code2d: 256 +num_quantizers: 6 +output_emb_width: 512 +quantize_dropout_prob: 0.2 +recons_loss: l1_smooth +save_every_e: 2 +save_latest: 500 +seed: 3407 +shared_codebook: False +stride_t: 2 +vq_act: relu +vq_norm: None +warm_up_iter: 2000 +weight_decay: 0.0 +which_epoch: all +width: 512 +window_size: 64 +-------------- End ----------------