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- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/best_beit2.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/events.out.tfevents.1761406422.img86.60934.0 +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/best_dinov2.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/events.out.tfevents.1761553796.img87.1080764.0 +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/best_dinov3.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/events.out.tfevents.1760679222.img78.3102384.0 +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/best_mae.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/events.out.tfevents.1761297132.img86.42632.0 +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/best_simmim.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/events.out.tfevents.1761550728.img86.16259.0 +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/all_args.yaml +69 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/best_clip.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/best_ibot.pth +3 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/config.yaml +58 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/debug.log +0 -0
- Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/events.out.tfevents.1761546152.img86.35543.0 +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/all_args.yaml +69 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/best_clip.pth +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/best_clip2.pth +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/config.yaml +58 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/debug.log +0 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/events.out.tfevents.1764733023.img87.1920635.0 +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/all_args.yaml +69 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/best_clip.pth +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/best_dinov3.pth +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/config.yaml +58 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/debug.log +0 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/events.out.tfevents.1760679222.img78.3102384.0 +3 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/DINOv3_DINOv3-45.20/all_args.yaml +69 -0
- Ablation_Experiment/Collaborative_Feature_Fusion/DINOv3_DINOv3-45.20/best_dinov3.pth +3 -0
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/all_args.yaml
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dataset: whdld
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data_root: data/whdld/
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nclass: 6
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reduce_zero_label: true
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split: '1_24'
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img_scale: [2048, 512]
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scale_ratio_range: !!python/tuple [0.5, 2.0]
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| 8 |
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crop_size: 256
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labeled_photometric_distortion: false
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| 10 |
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model_args: {maskclip_class_filter: null}
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| 11 |
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model: mmseg.dual_model_clip
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| 12 |
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text_embedding_variant: single
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| 13 |
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mcc_text: single
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| 14 |
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pl_text: single
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| 15 |
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method: dualvm_clip_beit2
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| 16 |
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use_fp: true
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conf_mode: pixelwise
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conf_thresh: 0.95
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disable_dropout: true
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pleval: true
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fp_rate: 0.5
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maskclip_consistency_lambda: 0
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clip_encoder: null
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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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| 34 |
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paramwise_cfg:
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| 35 |
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custom_keys:
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| 36 |
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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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| 41 |
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head: {lr_mult: 10.0}
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| 42 |
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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: 2
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n_nodes: 1
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| 47 |
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batch_size: 2
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| 48 |
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epochs: 80
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| 49 |
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iters: null
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| 50 |
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eval_mode: zegclip_sliding_window
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| 51 |
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stride: 213
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| 52 |
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eval_every_n_epochs: 1
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| 53 |
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nccl_p2p_disable: 1
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| 54 |
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nccl_debug: INFO
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| 55 |
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exp: 40
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| 56 |
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name: whdld-1_24-2048j512-256_dual_model_clip_C_B-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
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| 57 |
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version: '0.10'
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| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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| 59 |
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config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_B-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
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| 60 |
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local_rank: 0
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| 61 |
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port: 16230
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| 62 |
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model_2: mmseg.dual_model_beit2
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| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
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| 64 |
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unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
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| 65 |
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ngpus: 4
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| 66 |
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run_name: 251025-2333_whdld-1_24-2048j512-256_dual_model_clip_C_B-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_3efd0
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| 67 |
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save_path: exp/exp-40/251025-2333_whdld-1_24-2048j512-256_dual_model_clip_C_B-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_3efd0
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| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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| 69 |
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exec_version: '0.10'
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/best_beit2.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:fe47d7c89d90e9d627adb0c728058bbc8b00d7928573f70baf3b1f7f7eb0285c
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| 3 |
+
size 637059807
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/best_clip.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:53f0315358181ed19b742a390db7916c7c761ea57f411c88a870fe1f1c4004c5
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| 3 |
+
size 598358455
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/config.yaml
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dataset: whdld
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| 2 |
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data_root: data/whdld/
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| 3 |
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nclass: 6
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| 4 |
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reduce_zero_label: true
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| 5 |
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split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
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| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_beit2
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_B-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/debug.log
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_BEiTv2-60.98/events.out.tfevents.1761406422.img86.60934.0
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version https://git-lfs.github.com/spec/v1
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oid sha256:1f547d8dd2842bcafab51e324770d332cf145069d8e593ad6ba10ae6d0013adf
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| 3 |
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size 437376
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Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/all_args.yaml
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dataset: whdld
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| 2 |
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data_root: data/whdld/
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| 3 |
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nclass: 6
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| 4 |
+
reduce_zero_label: true
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| 5 |
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split: '1_24'
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| 6 |
+
img_scale: [2048, 512]
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| 7 |
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scale_ratio_range: !!python/tuple [0.5, 2.0]
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| 8 |
+
crop_size: 256
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| 9 |
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labeled_photometric_distortion: false
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| 10 |
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model_args: {maskclip_class_filter: null}
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| 11 |
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model: mmseg.dual_model_clip
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| 12 |
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text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov2
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
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fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
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clip_encoder: null
|
| 24 |
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mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
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backbone: {lr_mult: 0.01}
|
| 37 |
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text_encoder: {lr_mult: 0.0}
|
| 38 |
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conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
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ln: {decay_mult: 0.0}
|
| 41 |
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head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
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gpu_model: '3090'
|
| 45 |
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n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
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epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D2-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_D2-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 20559
|
| 62 |
+
model_2: mmseg.dual_model_dinov2
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251027-1629_whdld-1_24-2048j512-256_dual_model_clip_C_D2-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_08fec
|
| 67 |
+
save_path: exp/exp-40/251027-1629_whdld-1_24-2048j512-256_dual_model_clip_C_D2-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_08fec
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
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|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:f50a3387cd1814d09359d128bddb85a4600e4eb6648ac79b5efb59ede8b9f294
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/best_dinov2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
+
size 608078895
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
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scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov2
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D2-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv2-60.70/events.out.tfevents.1761553796.img87.1080764.0
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:17ac23202b76efea214b66c0e9ead6868cc42f8a48badafad2b0a03620e80dc6
|
| 3 |
+
size 440816
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov3
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 42706
|
| 62 |
+
model_2: mmseg.dual_model_dinov3
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251017-1333_whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_0ba44
|
| 67 |
+
save_path: exp/exp-40/251017-1333_whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_0ba44
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:b1d8189ac2fd2223d905c2bc92d0ce63eae0b37c289ad258d7e16fad1b1b867c
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/best_dinov3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 596824299
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov3
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_DINOv3-61.09/events.out.tfevents.1760679222.img78.3102384.0
ADDED
|
@@ -0,0 +1,3 @@
|
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|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:3131eceb19b9d6fe3c8c6685dd2e7688134d031b755ffdc5cae51fa03cfa265b
|
| 3 |
+
size 440816
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_mae
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_M-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_M-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 16386
|
| 62 |
+
model_2: mmseg.dual_model_mae
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251024-1712_whdld-1_24-2048j512-256_dual_model_clip_C_M-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_467b8
|
| 67 |
+
save_path: exp/exp-40/251024-1712_whdld-1_24-2048j512-256_dual_model_clip_C_M-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_467b8
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:af9175302179f2866a8a54ef084ee6d98de0bf1871514a772817c2c798ff4786
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/best_mae.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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|
| 3 |
+
size 612510195
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_mae
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_M-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_MAE-60.84/events.out.tfevents.1761297132.img86.42632.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:03b7086904a9cdadc77dfdf41ce81efa6bf812ca38efa7c776552be45cf1fe03
|
| 3 |
+
size 430496
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_simmim
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_C_simmim-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_C_simmim-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 11060
|
| 62 |
+
model_2: mmseg.dual_model_simmim
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251027-1538_whdld-1_24-2048j512-256_dual_model_clip_C_C_simmim-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_04749
|
| 67 |
+
save_path: exp/exp-40/251027-1538_whdld-1_24-2048j512-256_dual_model_clip_C_C_simmim-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_04749
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:06e5814fee80185786b14700dc39c8da39565dace2686a6bfbd297810fb6fcf0
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/best_simmim.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:cace39759d6aa9dc5a888c22657d848ac4bcf7bbd24075cdd92c4631a9870f63
|
| 3 |
+
size 637665437
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
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|
|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
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|
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|
|
|
|
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|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_simmim
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_C_simmim-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_SimMIM-60.99/events.out.tfevents.1761550728.img86.16259.0
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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|
| 3 |
+
size 440816
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
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|
|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_ibot
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 4
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_I-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_I-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 39495
|
| 62 |
+
model_2: mmseg.dual_model_ibot
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251027-1422_whdld-1_24-2048j512-256_dual_model_clip_C_I-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_40376
|
| 67 |
+
save_path: exp/exp-40/251027-1422_whdld-1_24-2048j512-256_dual_model_clip_C_I-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_40376
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:a5987d2f4ebce2896d9be053f5c3884ebcddc3e88797a97e778c6f6c241a1c5a
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/best_ibot.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:b631d990a6753416b986fef53c91131584831888d647d8c0d00f7ecd173f887d
|
| 3 |
+
size 637948325
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
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|
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|
|
|
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|
|
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|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_ibot
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 4
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_I-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Ablation_on_Backbone_Configurations/CLIP_iBOT-60.96/events.out.tfevents.1761546152.img86.35543.0
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
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|
|
|
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|
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|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:4c7a7a618163f3d57ba171c5dd44cdb434f09616e170adf78d2475c1a4e48bc5
|
| 3 |
+
size 433936
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_clip
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 4
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_C_clip-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_C_clip-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 28511
|
| 62 |
+
model_2: mmseg.dual_model_clip
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251203-1137_whdld-1_24-2048j512-256_dual_model_clip_C_C_clip-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_7a41b
|
| 67 |
+
save_path: exp/exp-40/251203-1137_whdld-1_24-2048j512-256_dual_model_clip_C_C_clip-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_7a41b
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
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|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:392c73207b35d574471af6992d00f12b6e5679f182e3b39a50ea58158db6fc16
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/best_clip2.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:a019a07a4c3a5ccb41e82f10cff7bbea54dc34f469ca47c7a2925e23b3a5e533
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_clip
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 4
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_C_clip-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/debug.log
ADDED
|
The diff for this file is too large to render.
See raw diff
|
|
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_CLIP-60.78/events.out.tfevents.1764733023.img87.1920635.0
ADDED
|
@@ -0,0 +1,3 @@
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|
|
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|
|
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:8151da7e56c3b89c02e0cf10568a08bc86fce11cd64c188353b9e7f211efe6d7
|
| 3 |
+
size 437376
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/all_args.yaml
ADDED
|
@@ -0,0 +1,69 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov3
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 42706
|
| 62 |
+
model_2: mmseg.dual_model_dinov3
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251017-1333_whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_0ba44
|
| 67 |
+
save_path: exp/exp-40/251017-1333_whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw_v0-10_0ba44
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/best_clip.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:b1d8189ac2fd2223d905c2bc92d0ce63eae0b37c289ad258d7e16fad1b1b867c
|
| 3 |
+
size 598358455
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/best_dinov3.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:71f38fddc7045e4ca845dd99d1c512858155fef7e0a04e6c93d6b4da331b1e18
|
| 3 |
+
size 596824299
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/config.yaml
ADDED
|
@@ -0,0 +1,58 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
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|
|
|
|
|
|
|
|
|
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|
|
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|
|
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|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_clip
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_clip_dinov3
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 2
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x2_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/debug.log
ADDED
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Ablation_Experiment/Collaborative_Feature_Fusion/CLIP_DINOv3-61.09/events.out.tfevents.1760679222.img78.3102384.0
ADDED
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
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oid sha256:3131eceb19b9d6fe3c8c6685dd2e7688134d031b755ffdc5cae51fa03cfa265b
|
| 3 |
+
size 440816
|
Ablation_Experiment/Collaborative_Feature_Fusion/DINOv3_DINOv3-45.20/all_args.yaml
ADDED
|
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|
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|
|
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|
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|
|
|
|
|
|
|
|
|
|
| 1 |
+
dataset: whdld
|
| 2 |
+
data_root: data/whdld/
|
| 3 |
+
nclass: 6
|
| 4 |
+
reduce_zero_label: true
|
| 5 |
+
split: '1_24'
|
| 6 |
+
img_scale: [2048, 512]
|
| 7 |
+
scale_ratio_range: !!python/tuple [0.5, 2.0]
|
| 8 |
+
crop_size: 256
|
| 9 |
+
labeled_photometric_distortion: false
|
| 10 |
+
model_args: {maskclip_class_filter: null}
|
| 11 |
+
model: mmseg.dual_model_dinov3
|
| 12 |
+
text_embedding_variant: single
|
| 13 |
+
mcc_text: single
|
| 14 |
+
pl_text: single
|
| 15 |
+
method: dualvm_dinov3_dinov3
|
| 16 |
+
use_fp: true
|
| 17 |
+
conf_mode: pixelwise
|
| 18 |
+
conf_thresh: 0.95
|
| 19 |
+
disable_dropout: true
|
| 20 |
+
pleval: true
|
| 21 |
+
fp_rate: 0.5
|
| 22 |
+
maskclip_consistency_lambda: 0
|
| 23 |
+
clip_encoder: null
|
| 24 |
+
mcc_conf_thresh: 0.75
|
| 25 |
+
mcc_loss_reduce: mean
|
| 26 |
+
criterion:
|
| 27 |
+
name: CELoss
|
| 28 |
+
kwargs: {ignore_index: 255}
|
| 29 |
+
criterion_u: CELoss
|
| 30 |
+
optimizer:
|
| 31 |
+
type: AdamW
|
| 32 |
+
lr: 0.0001
|
| 33 |
+
weight_decay: 0.01
|
| 34 |
+
paramwise_cfg:
|
| 35 |
+
custom_keys:
|
| 36 |
+
backbone: {lr_mult: 0.01}
|
| 37 |
+
text_encoder: {lr_mult: 0.0}
|
| 38 |
+
conv_encoder: {lr_mult: 1.0}
|
| 39 |
+
norm: {decay_mult: 0.0}
|
| 40 |
+
ln: {decay_mult: 0.0}
|
| 41 |
+
head: {lr_mult: 10.0}
|
| 42 |
+
warmup_iters: 0
|
| 43 |
+
warmup_ratio: 1.0e-06
|
| 44 |
+
gpu_model: '3090'
|
| 45 |
+
n_gpus: 4
|
| 46 |
+
n_nodes: 1
|
| 47 |
+
batch_size: 2
|
| 48 |
+
epochs: 80
|
| 49 |
+
iters: null
|
| 50 |
+
eval_mode: zegclip_sliding_window
|
| 51 |
+
stride: 213
|
| 52 |
+
eval_every_n_epochs: 1
|
| 53 |
+
nccl_p2p_disable: 1
|
| 54 |
+
nccl_debug: INFO
|
| 55 |
+
exp: 40
|
| 56 |
+
name: whdld-1_24-2048j512-256_dual_model_dinov3_D_Dv3_dinov3-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw
|
| 57 |
+
version: '0.10'
|
| 58 |
+
git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 59 |
+
config: configs/generated/exp-40/whdld-1_24-2048j512-256_dual_model_dinov3_D_Dv3_dinov3-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw.yaml
|
| 60 |
+
local_rank: 0
|
| 61 |
+
port: 31156
|
| 62 |
+
model_2: mmseg.dual_model_dinov3
|
| 63 |
+
labeled_id_path: splits/whdld/1_24/labeled.txt
|
| 64 |
+
unlabeled_id_path: splits/whdld/1_24/unlabeled.txt
|
| 65 |
+
ngpus: 4
|
| 66 |
+
run_name: 251202-1717_whdld-1_24-2048j512-256_dual_model_dinov3_D_Dv3_dinov3-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_4120d
|
| 67 |
+
save_path: exp/exp-40/251202-1717_whdld-1_24-2048j512-256_dual_model_dinov3_D_Dv3_dinov3-095-disdrop-plev-ce-uce_adamw-1e-04-b001_ezsw_v0-10_4120d
|
| 68 |
+
exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
|
| 69 |
+
exec_version: '0.10'
|
Ablation_Experiment/Collaborative_Feature_Fusion/DINOv3_DINOv3-45.20/best_dinov3.pth
ADDED
|
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|
|
|
|
|
|
|
|
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|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:a56a56ab8e4aa0d1a072c3903134a702a112c86cec54178fd05424b7fffee4eb
|
| 3 |
+
size 596824235
|