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  1. MER/1_4-59.10/all_args.yaml +68 -0
  2. MER/1_4-59.10/best_clip.pth +3 -0
  3. MER/1_4-59.10/best_dinov3.pth +3 -0
  4. MER/1_4-59.10/config.yaml +57 -0
  5. MER/1_4-59.10/debug.log +0 -0
  6. MER/1_4-59.10/events.out.tfevents.1763049521.img87.3951310.0 +3 -0
  7. MER/1_8-56.80/all_args.yaml +68 -0
  8. MER/1_8-56.80/best_clip.pth +3 -0
  9. MER/1_8-56.80/best_dinov3.pth +3 -0
  10. MER/1_8-56.80/config.yaml +57 -0
  11. MER/1_8-56.80/debug.log +0 -0
  12. MER/1_8-56.80/events.out.tfevents.1762750410.img88.1353636.0 +3 -0
MER/1_4-59.10/all_args.yaml ADDED
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1
+ dataset: mer
2
+ data_root: data/mer/
3
+ nclass: 9
4
+ split: '1_4'
5
+ img_scale: [2048, 512]
6
+ scale_ratio_range: !!python/tuple [0.5, 2.0]
7
+ crop_size: 512
8
+ labeled_photometric_distortion: false
9
+ model_args: {maskclip_class_filter: null}
10
+ model: mmseg.dual_model_clip
11
+ text_embedding_variant: single
12
+ mcc_text: single
13
+ pl_text: single
14
+ method: dualvm_clip_dinov3
15
+ use_fp: true
16
+ conf_mode: pixelwise
17
+ conf_thresh: 0.95
18
+ disable_dropout: true
19
+ pleval: true
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+ fp_rate: 0.5
21
+ maskclip_consistency_lambda: 0
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+ clip_encoder: null
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+ mcc_conf_thresh: 0.75
24
+ mcc_loss_reduce: mean
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+ criterion:
26
+ name: CELoss
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+ kwargs: {ignore_index: 255}
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+ criterion_u: CELoss
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+ optimizer:
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+ type: AdamW
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+ lr: 0.0001
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+ weight_decay: 0.01
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+ paramwise_cfg:
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+ custom_keys:
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+ backbone: {lr_mult: 0.01}
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+ text_encoder: {lr_mult: 0.0}
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+ conv_encoder: {lr_mult: 1.0}
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+ norm: {decay_mult: 0.0}
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+ ln: {decay_mult: 0.0}
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+ head: {lr_mult: 10.0}
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+ warmup_iters: 0
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+ warmup_ratio: 1.0e-06
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+ gpu_model: '3090'
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+ n_gpus: 4
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+ n_nodes: 1
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+ batch_size: 1
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+ epochs: 150
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+ iters: null
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+ eval_mode: zegclip_sliding_window
50
+ stride: 426
51
+ eval_every_n_epochs: 1
52
+ nccl_p2p_disable: 1
53
+ nccl_debug: INFO
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+ exp: 46
55
+ name: mer-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw
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+ version: '0.10'
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+ git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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+ config: configs/generated/exp-46/mer-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw.yaml
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+ local_rank: 0
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+ port: 31812
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+ model_2: mmseg.dual_model_dinov3
62
+ labeled_id_path: splits/mer/1_4/labeled.txt
63
+ unlabeled_id_path: splits/mer/1_4/unlabeled.txt
64
+ ngpus: 4
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+ run_name: 251113-2358_mer-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw_v0-10_48376
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+ save_path: exp/exp-46/251113-2358_mer-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw_v0-10_48376
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+ exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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+ exec_version: '0.10'
MER/1_4-59.10/best_clip.pth ADDED
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MER/1_4-59.10/best_dinov3.pth ADDED
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MER/1_4-59.10/config.yaml ADDED
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+ dataset: mer
2
+ data_root: data/mer/
3
+ nclass: 9
4
+ split: '1_4'
5
+ img_scale: [2048, 512]
6
+ scale_ratio_range: !!python/tuple [0.5, 2.0]
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+ crop_size: 512
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+ labeled_photometric_distortion: false
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+ model_args: {maskclip_class_filter: null}
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+ model: mmseg.dual_model_clip
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+ text_embedding_variant: single
12
+ mcc_text: single
13
+ pl_text: single
14
+ method: dualvm_clip_dinov3
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+ use_fp: true
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+ conf_mode: pixelwise
17
+ conf_thresh: 0.95
18
+ disable_dropout: true
19
+ pleval: true
20
+ fp_rate: 0.5
21
+ maskclip_consistency_lambda: 0
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+ clip_encoder: null
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+ mcc_conf_thresh: 0.75
24
+ mcc_loss_reduce: mean
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+ criterion:
26
+ name: CELoss
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+ kwargs: {ignore_index: 255}
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+ criterion_u: CELoss
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+ optimizer:
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+ type: AdamW
31
+ lr: 0.0001
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+ weight_decay: 0.01
33
+ paramwise_cfg:
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+ custom_keys:
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+ backbone: {lr_mult: 0.01}
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+ text_encoder: {lr_mult: 0.0}
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+ conv_encoder: {lr_mult: 1.0}
38
+ norm: {decay_mult: 0.0}
39
+ ln: {decay_mult: 0.0}
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+ head: {lr_mult: 10.0}
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+ warmup_iters: 0
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+ warmup_ratio: 1.0e-06
43
+ gpu_model: '3090'
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+ n_gpus: 4
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+ n_nodes: 1
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+ batch_size: 1
47
+ epochs: 150
48
+ iters: null
49
+ eval_mode: zegclip_sliding_window
50
+ stride: 426
51
+ eval_every_n_epochs: 1
52
+ nccl_p2p_disable: 1
53
+ nccl_debug: INFO
54
+ exp: 46
55
+ name: mer-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw
56
+ version: '0.10'
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+ git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
MER/1_4-59.10/debug.log ADDED
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MER/1_4-59.10/events.out.tfevents.1763049521.img87.3951310.0 ADDED
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MER/1_8-56.80/all_args.yaml ADDED
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1
+ dataset: mer
2
+ data_root: data/mer/
3
+ nclass: 9
4
+ split: '1_8'
5
+ img_scale: [2048, 512]
6
+ scale_ratio_range: !!python/tuple [0.5, 2.0]
7
+ crop_size: 512
8
+ labeled_photometric_distortion: false
9
+ model_args: {maskclip_class_filter: null}
10
+ model: mmseg.dual_model_clip
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+ text_embedding_variant: single
12
+ mcc_text: single
13
+ pl_text: single
14
+ method: dualvm_clip_dinov3
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+ use_fp: true
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+ conf_mode: pixelwise
17
+ conf_thresh: 0.95
18
+ disable_dropout: true
19
+ pleval: true
20
+ fp_rate: 0.5
21
+ maskclip_consistency_lambda: 0
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+ clip_encoder: null
23
+ mcc_conf_thresh: 0.75
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+ mcc_loss_reduce: mean
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+ criterion:
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+ name: CELoss
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+ kwargs: {ignore_index: 255}
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+ criterion_u: CELoss
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+ optimizer:
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+ type: AdamW
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+ lr: 0.0001
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+ weight_decay: 0.01
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+ paramwise_cfg:
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+ custom_keys:
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+ backbone: {lr_mult: 0.01}
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+ text_encoder: {lr_mult: 0.0}
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+ conv_encoder: {lr_mult: 1.0}
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+ norm: {decay_mult: 0.0}
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+ ln: {decay_mult: 0.0}
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+ head: {lr_mult: 10.0}
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+ warmup_iters: 0
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+ warmup_ratio: 1.0e-06
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+ gpu_model: '3090'
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+ n_gpus: 4
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+ n_nodes: 1
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+ batch_size: 1
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+ epochs: 150
48
+ iters: null
49
+ eval_mode: zegclip_sliding_window
50
+ stride: 426
51
+ eval_every_n_epochs: 1
52
+ nccl_p2p_disable: 1
53
+ nccl_debug: INFO
54
+ exp: 46
55
+ name: mer-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw
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+ version: '0.10'
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+ git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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+ config: configs/generated/exp-46/mer-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw.yaml
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+ local_rank: 0
60
+ port: 27500
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+ model_2: mmseg.dual_model_dinov3
62
+ labeled_id_path: splits/mer/1_8/labeled.txt
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+ unlabeled_id_path: splits/mer/1_8/unlabeled.txt
64
+ ngpus: 4
65
+ run_name: 251110-1253_mer-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw_v0-10_c6f13
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+ save_path: exp/exp-46/251110-1253_mer-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw_v0-10_c6f13
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+ exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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+ exec_version: '0.10'
MER/1_8-56.80/best_clip.pth ADDED
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MER/1_8-56.80/best_dinov3.pth ADDED
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+ dataset: mer
2
+ data_root: data/mer/
3
+ nclass: 9
4
+ split: '1_8'
5
+ img_scale: [2048, 512]
6
+ scale_ratio_range: !!python/tuple [0.5, 2.0]
7
+ crop_size: 512
8
+ labeled_photometric_distortion: false
9
+ model_args: {maskclip_class_filter: null}
10
+ model: mmseg.dual_model_clip
11
+ text_embedding_variant: single
12
+ mcc_text: single
13
+ pl_text: single
14
+ method: dualvm_clip_dinov3
15
+ use_fp: true
16
+ conf_mode: pixelwise
17
+ conf_thresh: 0.95
18
+ disable_dropout: true
19
+ pleval: true
20
+ fp_rate: 0.5
21
+ maskclip_consistency_lambda: 0
22
+ clip_encoder: null
23
+ mcc_conf_thresh: 0.75
24
+ mcc_loss_reduce: mean
25
+ criterion:
26
+ name: CELoss
27
+ kwargs: {ignore_index: 255}
28
+ criterion_u: CELoss
29
+ optimizer:
30
+ type: AdamW
31
+ lr: 0.0001
32
+ weight_decay: 0.01
33
+ paramwise_cfg:
34
+ custom_keys:
35
+ backbone: {lr_mult: 0.01}
36
+ text_encoder: {lr_mult: 0.0}
37
+ conv_encoder: {lr_mult: 1.0}
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+ norm: {decay_mult: 0.0}
39
+ ln: {decay_mult: 0.0}
40
+ head: {lr_mult: 10.0}
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+ warmup_iters: 0
42
+ warmup_ratio: 1.0e-06
43
+ gpu_model: '3090'
44
+ n_gpus: 4
45
+ n_nodes: 1
46
+ batch_size: 1
47
+ epochs: 150
48
+ iters: null
49
+ eval_mode: zegclip_sliding_window
50
+ stride: 426
51
+ eval_every_n_epochs: 1
52
+ nccl_p2p_disable: 1
53
+ nccl_debug: INFO
54
+ exp: 46
55
+ name: mer-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1-ep150_ezsw
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+ version: '0.10'
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+ git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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