miroslavjaros
commited on
Commit
•
53622b5
1
Parent(s):
abf6463
Pridani modelu SAMfruit
Browse files- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/assets.json +1 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/config.yaml +122 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/data_processors.pkl +3 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/df_preprocessor.pkl +3 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/events.out.tfevents.1704195475.user-ithope.6037.0 +3 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/hparams.yaml +15 -0
- 966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/model.ckpt +3 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/assets.json +1 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/config.yaml +122 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/data_processors.pkl +3 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/df_preprocessor.pkl +3 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/events.out.tfevents.1704197955.user-ithope.6037.2 +3 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/hparams.yaml +15 -0
- f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/model.ckpt +3 -0
966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/assets.json
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{"class_name": "SemanticSegmentationLearner", "column_types": {"image": "semantic_segmentation_img", "mask": "semantic_segmentation_gt"}, "label_column": "mask", "problem_type": "semantic_segmentation", "presets": null, "eval_metric_name": "iou", "validation_metric_name": "iou", "minmax_mode": "max", "output_shape": 1, "save_path": "/home/miro/Documents/colab/tmp/966dce5f981645f397cbfc80a121f57d-automm_semantic_seg", "pretrained": true, "pretrained_path": null, "fit_called": true, "best_score": null, "total_train_time": null, "version": "1.0.0"}
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/config.yaml
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model:
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names:
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- sam
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sam:
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checkpoint_name: facebook/sam-vit-base
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image_norm: imagenet
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data_types:
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- semantic_segmentation_img
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train_transforms:
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- random_horizontal_flip
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val_transforms: []
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img_transforms:
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- resize_to_square
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gt_transforms:
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- resize_gt_to_square
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max_img_num_per_col: 1
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frozen_layers:
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+
- mask_decoder.iou_prediction_head
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- prompt_encoder
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num_mask_tokens: 1
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ignore_label: 255
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data:
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image:
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missing_value_strategy: zero
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text:
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normalize_text: false
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categorical:
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+
minimum_cat_count: 100
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+
maximum_num_cat: 20
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+
convert_to_text: true
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numerical:
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convert_to_text: false
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scaler_with_mean: true
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scaler_with_std: true
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document:
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missing_value_strategy: zero
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label:
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numerical_label_preprocessing: standardscaler
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pos_label: null
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column_features_pooling_mode: concat
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mixup:
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turn_on: false
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mixup_alpha: 0.8
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cutmix_alpha: 1.0
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cutmix_minmax: null
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prob: 1.0
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switch_prob: 0.5
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mode: batch
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turn_off_epoch: 5
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label_smoothing: 0.1
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templates:
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turn_on: false
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num_templates: 30
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template_length: 2048
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preset_templates:
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- super_glue
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- rte
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custom_templates: null
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optimization:
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optim_type: adamw
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learning_rate: 0.0001
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weight_decay: 0.0001
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lr_choice: single_stage
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lr_decay: 0
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lr_schedule: polynomial_decay
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max_epochs: 30
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max_steps: -1
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warmup_steps: 0.0
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end_lr: 0
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lr_mult: 1
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patience: 10
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val_check_interval: 1.0
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check_val_every_n_epoch: 1
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skip_final_val: false
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gradient_clip_val: 1
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gradient_clip_algorithm: norm
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track_grad_norm: -1
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log_every_n_steps: 10
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top_k: 3
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top_k_average_method: best
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efficient_finetune: lora
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lora:
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module_filter:
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- .*vision_encoder.*attn
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filter:
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- q
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- v
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r: 3
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alpha: 32
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loss_function: structure_loss
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focal_loss:
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alpha: null
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gamma: 2.0
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reduction: mean
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mask2former_loss:
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loss_cross_entropy_weight: 10.0
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loss_mask_weight: 5.0
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loss_dice_weight: 5.0
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extra_trainable_params:
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- .*mask_decoder
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env:
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num_gpus: 1
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num_nodes: 1
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batch_size: 4
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per_gpu_batch_size: 1
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eval_batch_size_ratio: 1
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per_gpu_batch_size_evaluation: null
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precision: 16-mixed
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num_workers: 4
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num_workers_evaluation: 2
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accelerator: auto
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fast_dev_run: false
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deterministic: false
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auto_select_gpus: false
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strategy: auto
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deepspeed_allgather_size: 1000000000.0
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deepspeed_allreduce_size: 1000000000.0
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compile:
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turn_on: false
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mode: default
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dynamic: true
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backend: inductor
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/data_processors.pkl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:f51cc52c846b44ba4adb742543e669d5c0fe4b78f6cd1e16b9cbe404042d80e2
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size 13276
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/df_preprocessor.pkl
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:7fc376f598308074894f20fb74d17c5d55ed3beb6ac31dbfd4ae117a1978d400
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size 11978
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/events.out.tfevents.1704195475.user-ithope.6037.0
ADDED
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version https://git-lfs.github.com/spec/v1
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2 |
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oid sha256:956f5164b31f00f707fad052960ae27975e832831ca394cf219c240992a764bd
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size 51266
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/hparams.yaml
ADDED
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optim_type: adamw
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lr_choice: single_stage
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lr_schedule: polynomial_decay
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lr: 0.0001
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lr_decay: 0
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end_lr: 0
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lr_mult: 1
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weight_decay: 0.0001
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warmup_steps: 0.0
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validation_metric_name: iou
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custom_metric_func: null
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+
efficient_finetune: lora
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+
mixup_off_epoch: 5
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+
skip_final_val: false
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15 |
+
track_grad_norm: -1
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966dce5f981645f397cbfc80a121f57d-automm_semantic_seg/model.ckpt
ADDED
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version https://git-lfs.github.com/spec/v1
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2 |
+
oid sha256:5619b241b4a011a67a5b48c7f5bb7c0af787a6b781c3c534f3762120f6d24481
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+
size 373790141
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f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/assets.json
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{"class_name": "SemanticSegmentationLearner", "column_types": {"image": "semantic_segmentation_img", "mask": "semantic_segmentation_gt"}, "label_column": "mask", "problem_type": "semantic_segmentation", "presets": null, "eval_metric_name": "iou", "validation_metric_name": "iou", "minmax_mode": "max", "output_shape": 1, "save_path": "/home/miro/Documents/colab/tmp/f876dc373c53463caaaf4e448749f57f-automm_semantic_seg", "pretrained": true, "pretrained_path": null, "fit_called": true, "best_score": null, "total_train_time": null, "version": "1.0.0"}
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f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/config.yaml
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model:
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names:
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+
- sam
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+
sam:
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5 |
+
checkpoint_name: facebook/sam-vit-base
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6 |
+
image_norm: imagenet
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7 |
+
data_types:
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8 |
+
- semantic_segmentation_img
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9 |
+
train_transforms:
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10 |
+
- random_horizontal_flip
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11 |
+
val_transforms: []
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12 |
+
img_transforms:
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+
- resize_to_square
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14 |
+
gt_transforms:
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15 |
+
- resize_gt_to_square
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16 |
+
max_img_num_per_col: 1
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+
frozen_layers:
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+
- mask_decoder.iou_prediction_head
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+
- prompt_encoder
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+
num_mask_tokens: 1
|
21 |
+
ignore_label: 255
|
22 |
+
data:
|
23 |
+
image:
|
24 |
+
missing_value_strategy: zero
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25 |
+
text:
|
26 |
+
normalize_text: false
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27 |
+
categorical:
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28 |
+
minimum_cat_count: 100
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29 |
+
maximum_num_cat: 20
|
30 |
+
convert_to_text: true
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+
numerical:
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32 |
+
convert_to_text: false
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33 |
+
scaler_with_mean: true
|
34 |
+
scaler_with_std: true
|
35 |
+
document:
|
36 |
+
missing_value_strategy: zero
|
37 |
+
label:
|
38 |
+
numerical_label_preprocessing: standardscaler
|
39 |
+
pos_label: null
|
40 |
+
column_features_pooling_mode: concat
|
41 |
+
mixup:
|
42 |
+
turn_on: false
|
43 |
+
mixup_alpha: 0.8
|
44 |
+
cutmix_alpha: 1.0
|
45 |
+
cutmix_minmax: null
|
46 |
+
prob: 1.0
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47 |
+
switch_prob: 0.5
|
48 |
+
mode: batch
|
49 |
+
turn_off_epoch: 5
|
50 |
+
label_smoothing: 0.1
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51 |
+
templates:
|
52 |
+
turn_on: false
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53 |
+
num_templates: 30
|
54 |
+
template_length: 2048
|
55 |
+
preset_templates:
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56 |
+
- super_glue
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57 |
+
- rte
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58 |
+
custom_templates: null
|
59 |
+
optimization:
|
60 |
+
optim_type: adamw
|
61 |
+
learning_rate: 0.0001
|
62 |
+
weight_decay: 0.0001
|
63 |
+
lr_choice: single_stage
|
64 |
+
lr_decay: 0
|
65 |
+
lr_schedule: polynomial_decay
|
66 |
+
max_epochs: 30
|
67 |
+
max_steps: -1
|
68 |
+
warmup_steps: 0.0
|
69 |
+
end_lr: 0
|
70 |
+
lr_mult: 1
|
71 |
+
patience: 10
|
72 |
+
val_check_interval: 1.0
|
73 |
+
check_val_every_n_epoch: 1
|
74 |
+
skip_final_val: false
|
75 |
+
gradient_clip_val: 1
|
76 |
+
gradient_clip_algorithm: norm
|
77 |
+
track_grad_norm: -1
|
78 |
+
log_every_n_steps: 10
|
79 |
+
top_k: 3
|
80 |
+
top_k_average_method: best
|
81 |
+
efficient_finetune: lora
|
82 |
+
lora:
|
83 |
+
module_filter:
|
84 |
+
- .*vision_encoder.*attn
|
85 |
+
filter:
|
86 |
+
- q
|
87 |
+
- v
|
88 |
+
r: 3
|
89 |
+
alpha: 32
|
90 |
+
loss_function: structure_loss
|
91 |
+
focal_loss:
|
92 |
+
alpha: null
|
93 |
+
gamma: 2.0
|
94 |
+
reduction: mean
|
95 |
+
mask2former_loss:
|
96 |
+
loss_cross_entropy_weight: 10.0
|
97 |
+
loss_mask_weight: 5.0
|
98 |
+
loss_dice_weight: 5.0
|
99 |
+
extra_trainable_params:
|
100 |
+
- .*mask_decoder
|
101 |
+
env:
|
102 |
+
num_gpus: 1
|
103 |
+
num_nodes: 1
|
104 |
+
batch_size: 4
|
105 |
+
per_gpu_batch_size: 1
|
106 |
+
eval_batch_size_ratio: 1
|
107 |
+
per_gpu_batch_size_evaluation: null
|
108 |
+
precision: 16-mixed
|
109 |
+
num_workers: 4
|
110 |
+
num_workers_evaluation: 2
|
111 |
+
accelerator: auto
|
112 |
+
fast_dev_run: false
|
113 |
+
deterministic: false
|
114 |
+
auto_select_gpus: false
|
115 |
+
strategy: auto
|
116 |
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deepspeed_allgather_size: 1000000000.0
|
117 |
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deepspeed_allreduce_size: 1000000000.0
|
118 |
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compile:
|
119 |
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turn_on: false
|
120 |
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mode: default
|
121 |
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dynamic: true
|
122 |
+
backend: inductor
|
f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/data_processors.pkl
ADDED
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version https://git-lfs.github.com/spec/v1
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f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/df_preprocessor.pkl
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:7fc376f598308074894f20fb74d17c5d55ed3beb6ac31dbfd4ae117a1978d400
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size 11978
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f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/events.out.tfevents.1704197955.user-ithope.6037.2
ADDED
@@ -0,0 +1,3 @@
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f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/hparams.yaml
ADDED
@@ -0,0 +1,15 @@
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|
|
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|
|
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|
|
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|
1 |
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optim_type: adamw
|
2 |
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lr_choice: single_stage
|
3 |
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lr_schedule: polynomial_decay
|
4 |
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lr: 0.0001
|
5 |
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lr_decay: 0
|
6 |
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end_lr: 0
|
7 |
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lr_mult: 1
|
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weight_decay: 0.0001
|
9 |
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warmup_steps: 0.0
|
10 |
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validation_metric_name: iou
|
11 |
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custom_metric_func: null
|
12 |
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efficient_finetune: lora
|
13 |
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mixup_off_epoch: 5
|
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skip_final_val: false
|
15 |
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track_grad_norm: -1
|
f876dc373c53463caaaf4e448749f57f-automm_semantic_seg/model.ckpt
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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size 373790141
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