matthieulel commited on
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Training in progress, epoch 0

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Files changed (4) hide show
  1. config.json +101 -0
  2. model.safetensors +3 -0
  3. preprocessor_config.json +28 -0
  4. training_args.bin +3 -0
config.json ADDED
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+ {
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+ "_name_or_path": "microsoft/beit-large-patch16-224-pt22k",
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+ "add_fpn": false,
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+ "architectures": [
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+ "BeitForImageClassification"
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+ ],
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+ "attention_probs_dropout_prob": 0.0,
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+ "auxiliary_channels": 256,
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+ "auxiliary_concat_input": false,
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+ "auxiliary_loss_weight": 0.4,
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+ "auxiliary_num_convs": 1,
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+ "drop_path_rate": 0.1,
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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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+ "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": 224,
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+ "initializer_range": 0.02,
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+ "intermediate_size": 4096,
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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-12,
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+ "layer_scale_init_value": 0.1,
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+ "model_type": "beit",
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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": 16,
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+ "pool_scales": [
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+ 1,
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+ 2,
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+ 3,
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+ 6
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+ ],
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+ "problem_type": "single_label_classification",
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+ "reshape_hidden_states": true,
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+ "semantic_loss_ignore_index": 255,
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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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+ "stage18",
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+ "stage19",
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+ "stage20",
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+ "stage21",
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+ "stage22",
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+ "stage23",
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+ "stage24"
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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_position_embeddings": false,
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+ "use_auxiliary_head": true,
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+ "use_mask_token": true,
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+ "use_mean_pooling": true,
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+ "use_relative_position_bias": false,
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+ "use_shared_relative_position_bias": true,
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+ "vocab_size": 8192
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+ }
model.safetensors ADDED
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preprocessor_config.json ADDED
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+ "crop_size": {
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+ "height": 224,
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+ "width": 224
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+ "do_center_crop": false,
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+ "do_normalize": true,
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+ "do_reduce_labels": false,
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+ "do_rescale": true,
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+ "do_resize": true,
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+ "image_mean": [
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+ 0.5,
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+ "image_processor_type": "BeitImageProcessor",
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+ "image_std": [
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+ 0.5,
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+ "resample": 2,
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+ "rescale_factor": 0.00392156862745098,
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+ "size": {
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+ "height": 224,
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+ "width": 224
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+ }
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+ }
training_args.bin ADDED
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