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POTSDAM/1_16-76.63/all_args.yaml

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+dataset: potsdam
+data_root: data/potsdam/
+nclass: 6
+reduce_zero_label: true
+split: '1_16'
+img_scale: [2048, 512]
+scale_ratio_range: !!python/tuple [0.5, 2.0]
+crop_size: 512
+labeled_photometric_distortion: false
+model_args: {maskclip_class_filter: null}
+model: mmseg.dual_model_clip
+text_embedding_variant: single
+mcc_text: single
+pl_text: single
+method: dualvm_clip_dinov3
+use_fp: true
+conf_mode: pixelwise
+conf_thresh: 0.95
+disable_dropout: true
+pleval: true
+fp_rate: 0.5
+maskclip_consistency_lambda: 0
+clip_encoder: null
+mcc_conf_thresh: 0.75
+mcc_loss_reduce: mean
+criterion:
+  name: CELoss
+  kwargs: {ignore_index: 255}
+criterion_u: CELoss
+optimizer:
+  type: AdamW
+  lr: 0.0001
+  weight_decay: 0.01
+  paramwise_cfg:
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+      text_encoder: {lr_mult: 0.0}
+      conv_encoder: {lr_mult: 1.0}
+      norm: {decay_mult: 0.0}
+      ln: {decay_mult: 0.0}
+      head: {lr_mult: 10.0}
+warmup_iters: 0
+warmup_ratio: 1.0e-06
+gpu_model: '3090'
+n_gpus: 4
+n_nodes: 1
+batch_size: 1
+epochs: 80
+iters: null
+eval_mode: zegclip_sliding_window
+stride: 426
+eval_every_n_epochs: 1
+nccl_p2p_disable: 1
+nccl_debug: INFO
+exp: 43
+name: potsdam-1_16-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw
+version: '0.10'
+git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
+config: configs/generated/exp-43/potsdam-1_16-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw.yaml
+local_rank: 0
+port: 42759
+model_2: mmseg.dual_model_dinov3
+labeled_id_path: splits/potsdam/1_16/labeled.txt
+unlabeled_id_path: splits/potsdam/1_16/unlabeled.txt
+ngpus: 4
+run_name: 251030-1223_potsdam-1_16-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw_v0-10_73ab7
+save_path: exp/exp-43/251030-1223_potsdam-1_16-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw_v0-10_73ab7
+exec_git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e
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POTSDAM/1_16-76.63/config.yaml

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+dataset: potsdam
+data_root: data/potsdam/
+nclass: 6
+reduce_zero_label: true
+split: '1_16'
+img_scale: [2048, 512]
+scale_ratio_range: !!python/tuple [0.5, 2.0]
+crop_size: 512
+labeled_photometric_distortion: false
+model_args: {maskclip_class_filter: null}
+model: mmseg.dual_model_clip
+text_embedding_variant: single
+mcc_text: single
+pl_text: single
+method: dualvm_clip_dinov3
+use_fp: true
+conf_mode: pixelwise
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+disable_dropout: true
+pleval: true
+fp_rate: 0.5
+maskclip_consistency_lambda: 0
+clip_encoder: null
+mcc_conf_thresh: 0.75
+mcc_loss_reduce: mean
+criterion:
+  name: CELoss
+  kwargs: {ignore_index: 255}
+criterion_u: CELoss
+optimizer:
+  type: AdamW
+  lr: 0.0001
+  weight_decay: 0.01
+  paramwise_cfg:
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+eval_mode: zegclip_sliding_window
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+eval_every_n_epochs: 1
+nccl_p2p_disable: 1
+nccl_debug: INFO
+exp: 43
+name: potsdam-1_16-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw
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POTSDAM/1_32-74.30/all_args.yaml

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+dataset: potsdam
+data_root: data/potsdam/
+nclass: 6
+reduce_zero_label: true
+split: '1_32'
+img_scale: [2048, 512]
+scale_ratio_range: !!python/tuple [0.5, 2.0]
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+labeled_photometric_distortion: false
+model_args: {maskclip_class_filter: null}
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+  kwargs: {ignore_index: 255}
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+nccl_debug: INFO
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+name: potsdam-1_32-2048j512-512_dual_model_clip_C_D_ori-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw
+version: '0.10'
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+local_rank: 0
+port: 29625
+model_2: mmseg.dual_model_dinov3
+labeled_id_path: splits/potsdam/1_32/labeled.txt
+unlabeled_id_path: splits/potsdam/1_32/unlabeled.txt
+ngpus: 4
+run_name: 251207-2335_potsdam-1_32-2048j512-512_dual_model_clip_C_D_ori-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x4x1_ezsw_v0-10_40f5a
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POTSDAM/1_32-74.30/config.yaml

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+crop_size: 512
+labeled_photometric_distortion: false
+model_args: {maskclip_class_filter: null}
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+pl_text: single
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+pleval: true
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+mcc_loss_reduce: mean
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POTSDAM/1_4-80.15/all_args.yaml

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+dataset: potsdam
+data_root: data/potsdam/
+nclass: 6
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+split: '1_4'
+img_scale: [2048, 512]
+scale_ratio_range: !!python/tuple [0.5, 2.0]
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+labeled_photometric_distortion: false
+model_args: {maskclip_class_filter: null}
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+mcc_loss_reduce: mean
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+criterion_u: CELoss
+optimizer:
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+  weight_decay: 0.01
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+name: potsdam-1_4-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x1_ezsw
+version: '0.10'
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+unlabeled_id_path: splits/potsdam/1_4/unlabeled.txt
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POTSDAM/1_4-80.15/config.yaml

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POTSDAM/1_8-79.84/all_args.yaml

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POTSDAM/1_8-79.84/config.yaml

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+optimizer:
+  type: AdamW
+  lr: 0.0001
+  weight_decay: 0.01
+  paramwise_cfg:
+    custom_keys:
+      backbone: {lr_mult: 0.01}
+      text_encoder: {lr_mult: 0.0}
+      conv_encoder: {lr_mult: 1.0}
+      norm: {decay_mult: 0.0}
+      ln: {decay_mult: 0.0}
+      head: {lr_mult: 10.0}
+warmup_iters: 0
+warmup_ratio: 1.0e-06
+gpu_model: '3090'
+n_gpus: 2
+n_nodes: 1
+batch_size: 1
+epochs: 80
+iters: null
+eval_mode: zegclip_sliding_window
+stride: 426
+eval_every_n_epochs: 1
+nccl_p2p_disable: 1
+nccl_debug: INFO
+exp: 43
+name: potsdam-1_8-2048j512-512_dual_model_clip_C_D-095-disdrop-plev-ce-uce_adamw-1e-04-b001_1x2x1_ezsw
+version: '0.10'
+git_rev: 02738dd452ad3a8ddcd5a7659847f1480ac78a0e

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