matthieulel
commited on
Commit
•
a0c173f
1
Parent(s):
d4edd7a
Training in progress, epoch 0
Browse files- config.json +83 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,83 @@
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{
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"_name_or_path": "microsoft/swinv2-small-patch4-window8-256",
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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": 96,
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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": 768,
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"id2label": {
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"0": "Disturbed Galaxies",
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"1": "Merging Galaxies",
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"2": "Round Smooth Galaxies",
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"3": "In-between Round Smooth Galaxies",
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"4": "Cigar Shaped Smooth Galaxies",
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"5": "Barred Spiral Galaxies",
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"6": "Unbarred Tight Spiral Galaxies",
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"7": "Unbarred Loose Spiral Galaxies",
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"8": "Edge-on Galaxies without Bulge",
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"9": "Edge-on Galaxies with Bulge"
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},
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"image_size": 256,
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"initializer_range": 0.02,
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"label2id": {
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"Barred Spiral Galaxies": 5,
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"Cigar Shaped Smooth Galaxies": 4,
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"Disturbed Galaxies": 0,
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"Edge-on Galaxies with Bulge": 9,
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"Edge-on Galaxies without Bulge": 8,
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"In-between Round Smooth Galaxies": 3,
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"Merging Galaxies": 1,
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"Round Smooth Galaxies": 2,
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"Unbarred Loose Spiral Galaxies": 7,
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"Unbarred Tight Spiral Galaxies": 6
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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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3,
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6,
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12,
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24
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],
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"num_layers": 4,
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"out_features": [
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"stage4"
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],
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"out_indices": [
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4
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],
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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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"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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],
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"torch_dtype": "float32",
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"transformers_version": "4.37.2",
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"use_absolute_embeddings": false,
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"window_size": 8
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}
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:f93b8a6c58817fffdd5fd69e691b794fc245fc79b2c2aca5c30a5de9056446bb
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size 195930072
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preprocessor_config.json
ADDED
@@ -0,0 +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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],
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"image_processor_type": "ViTImageProcessor",
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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": 256,
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"width": 256
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}
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}
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training_args.bin
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:f457ec5eb651a34caae547abdfcbb9bd6ee0a5345cfdff3b423dd69fa8512c74
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size 4856
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