Training in progress, epoch 1
Browse files- config.json +89 -0
- logs/events.out.tfevents.1731577935.datavisu2 +3 -0
- logs/events.out.tfevents.1731579971.datavisu2 +3 -0
- model.safetensors +3 -0
- preprocessor_config.json +45 -0
- runs/events.out.tfevents.1731577918.datavisu2 +0 -0
- runs/events.out.tfevents.1731579954.datavisu2 +0 -0
- training_args.bin +3 -0
- transforms.json +44 -0
config.json
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{
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"_name_or_path": "facebook/dinov2-large",
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"apply_layernorm": true,
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"architectures": [
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"Dinov2ForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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| 8 |
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"drop_path_rate": 0.0,
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| 9 |
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1024,
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| 12 |
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"id2label": {
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"0": "Acropore_branched",
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"1": "Acropore_digitised",
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"2": "Acropore_tabular",
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"3": "Algae",
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"4": "Dead_coral",
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"5": "Millepore",
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"6": "No_acropore_encrusting",
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"7": "No_acropore_massive",
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"8": "No_acropore_sub_massive",
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"9": "Rock",
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"10": "Rubble",
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"11": "Sand"
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},
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"image_size": 164,
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"initializer_range": 0.02,
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"label2id": {
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"Acropore_branched": 0,
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"Acropore_digitised": 1,
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"Acropore_tabular": 2,
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"Algae": 3,
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"Dead_coral": 4,
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"Millepore": 5,
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"No_acropore_encrusting": 6,
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"No_acropore_massive": 7,
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"No_acropore_sub_massive": 8,
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"Rock": 9,
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"Rubble": 10,
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"Sand": 11
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},
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"layer_norm_eps": 1e-06,
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"layerscale_value": 1.0,
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"mlp_ratio": 4,
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"model_type": "dinov2",
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"num_attention_heads": 16,
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"num_channels": 3,
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"num_hidden_layers": 24,
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"out_features": [
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"stage24"
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],
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"out_indices": [
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24
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],
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"patch_size": 14,
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"problem_type": "multi_label_classification",
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"qkv_bias": true,
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"reshape_hidden_states": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4",
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"stage5",
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"stage6",
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"stage7",
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"stage8",
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"stage9",
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"stage10",
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"stage11",
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"stage12",
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"stage13",
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"stage14",
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"stage15",
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"stage16",
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"stage17",
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| 78 |
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"stage18",
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| 79 |
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"stage19",
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| 80 |
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"stage20",
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| 81 |
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"stage21",
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| 82 |
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"stage22",
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"stage23",
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| 84 |
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"stage24"
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],
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| 86 |
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"torch_dtype": "float32",
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"transformers_version": "4.41.0",
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| 88 |
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"use_swiglu_ffn": false
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}
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logs/events.out.tfevents.1731577935.datavisu2
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version https://git-lfs.github.com/spec/v1
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oid sha256:635100eebde9a1bdb9084aff1ecc180a2993b092b9bcb67684240344970f0114
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size 10524
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logs/events.out.tfevents.1731579971.datavisu2
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version https://git-lfs.github.com/spec/v1
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oid sha256:e2fae8288e76a58752e402ed2a2ee8af7e9f93941a07938646e13d1c2cd088ee
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size 6211
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:5f0e635859331dcf47e0d2ac0771d0f05f0ace10aa3058ad44056be9c9f38d7e
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size 1222956704
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preprocessor_config.json
ADDED
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@@ -0,0 +1,45 @@
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{
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"_valid_processor_keys": [
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"images",
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"do_resize",
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"size",
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"resample",
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"do_center_crop",
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"crop_size",
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"do_rescale",
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"rescale_factor",
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"do_normalize",
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"image_mean",
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"image_std",
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"do_convert_rgb",
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"return_tensors",
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"data_format",
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"input_data_format"
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],
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"crop_size": {
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"height": 224,
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"width": 224
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},
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"do_center_crop": false,
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"do_convert_rgb": true,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "BitImageProcessor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"height": 164,
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"width": 164
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}
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}
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runs/events.out.tfevents.1731577918.datavisu2
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File without changes
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runs/events.out.tfevents.1731579954.datavisu2
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File without changes
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training_args.bin
ADDED
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@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:fa98a6e574513990c1179e876ad0f27c063b859a1ee42b63cf53d1110b70a6ad
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size 5304
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transforms.json
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{
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"train_transforms": [
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{
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"operation": "PreProcess"
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| 5 |
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},
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| 6 |
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{
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"operation": "Resize",
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| 8 |
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"probability": 1.0
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},
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{
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"operation": "RandomHorizontalFlip",
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"probability": 0.25
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},
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{
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"operation": "RandomVerticalFlip",
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"probability": 0.25
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},
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{
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"operation": "ColorJiggle",
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| 20 |
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"probability": 0.25
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},
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{
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"operation": "RandomPerspective",
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| 24 |
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"probability": 0.25
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},
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{
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| 27 |
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"operation": "Normalize",
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| 28 |
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"probability": 1.0
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}
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| 30 |
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],
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| 31 |
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"val_transforms": [
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| 32 |
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{
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| 33 |
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"operation": "PreProcess"
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| 34 |
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},
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| 35 |
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{
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| 36 |
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"operation": "Resize",
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| 37 |
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"probability": 1.0
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| 38 |
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},
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| 39 |
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{
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| 40 |
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"operation": "Normalize",
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| 41 |
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"probability": 1.0
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| 42 |
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}
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]
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| 44 |
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}
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