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canadianjosieharrison
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swinv2-large-patch4-window12-192-22k-baseline

Image Classification
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swinv2
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canadianjosieharrison commited on
Commit
fd3eba9
·
verified ·
1 Parent(s): cf608b0

Training in progress, epoch 1

Browse files
Files changed (4) hide show
  1. config.json +66 -66
  2. model.safetensors +1 -1
  3. preprocessor_config.json +22 -22
  4. training_args.bin +1 -1
config.json CHANGED
@@ -1,66 +1,66 @@
1
- {
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- "_name_or_path": "microsoft/swinv2-large-patch4-window12-192-22k",
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- "architectures": [
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- "Swinv2ForImageClassification"
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- ],
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- "attention_probs_dropout_prob": 0.0,
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- "depths": [
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- 2,
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- 2,
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- 18,
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- 2
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- ],
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- "drop_path_rate": 0.1,
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- "embed_dim": 192,
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- "encoder_stride": 32,
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- "hidden_act": "gelu",
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- "hidden_dropout_prob": 0.0,
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- "hidden_size": 1536,
19
- "id2label": {
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- "0": "brick",
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- "1": "metal",
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- "2": "null",
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- "3": "other",
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- "4": "rustication",
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- "5": "siding",
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- "6": "stucco",
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- "7": "wood"
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- },
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- "image_size": 192,
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- "initializer_range": 0.02,
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- "label2id": {
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- "brick": 0,
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- "metal": 1,
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- "null": 2,
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- "other": 3,
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- "rustication": 4,
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- "siding": 5,
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- "stucco": 6,
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- "wood": 7
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- },
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- "layer_norm_eps": 1e-05,
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- "mlp_ratio": 4.0,
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- "model_type": "swinv2",
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- "num_channels": 3,
45
- "num_heads": [
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- 6,
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- 12,
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- 24,
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- 48
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- ],
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- "num_layers": 4,
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- "patch_size": 4,
53
- "path_norm": true,
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- "pretrained_window_sizes": [
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- 0,
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- 0,
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- 0,
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- 0
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- ],
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- "problem_type": "single_label_classification",
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- "qkv_bias": true,
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- "torch_dtype": "float32",
63
- "transformers_version": "4.35.0",
64
- "use_absolute_embeddings": false,
65
- "window_size": 12
66
- }
 
1
+ {
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+ "_name_or_path": "microsoft/swinv2-large-patch4-window12-192-22k",
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+ "architectures": [
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+ "Swinv2ForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "depths": [
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+ 2,
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+ 2,
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+ 18,
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+ 2
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+ ],
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+ "drop_path_rate": 0.1,
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+ "embed_dim": 192,
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+ "encoder_stride": 32,
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+ "hidden_act": "gelu",
17
+ "hidden_dropout_prob": 0.0,
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+ "hidden_size": 1536,
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+ "id2label": {
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+ "0": "brick",
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+ "1": "metal",
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+ "2": "null",
23
+ "3": "other",
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+ "4": "rustication",
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+ "5": "siding",
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+ "6": "stucco",
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+ "7": "wood"
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+ },
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+ "image_size": 192,
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+ "initializer_range": 0.02,
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+ "label2id": {
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+ "brick": 0,
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+ "metal": 1,
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+ "null": 2,
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+ "other": 3,
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+ "rustication": 4,
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+ "siding": 5,
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+ "stucco": 6,
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+ "wood": 7
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+ },
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+ "layer_norm_eps": 1e-05,
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+ "mlp_ratio": 4.0,
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+ "model_type": "swinv2",
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+ "num_channels": 3,
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+ "num_heads": [
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+ 6,
47
+ 12,
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+ 24,
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+ 48
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+ ],
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+ "num_layers": 4,
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+ "patch_size": 4,
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+ "path_norm": true,
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+ "pretrained_window_sizes": [
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+ 0,
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+ 0,
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+ 0,
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+ 0
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+ ],
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+ "problem_type": "single_label_classification",
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+ "qkv_bias": true,
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+ "torch_dtype": "float32",
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+ "transformers_version": "4.35.0",
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+ "use_absolute_embeddings": false,
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+ "window_size": 12
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+ }
model.safetensors CHANGED
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preprocessor_config.json CHANGED
@@ -1,22 +1,22 @@
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- {
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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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- "image_processor_type": "ViTImageProcessor",
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- "image_std": [
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- 0.224,
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- 0.225
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- "resample": 3,
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- "rescale_factor": 0.00392156862745098,
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- "size": {
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- "height": 192,
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- "width": 192
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- }
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+ "do_resize": true,
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+ "resample": 3,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "height": 192,
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+ "width": 192
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+ }
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+ }
training_args.bin CHANGED
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