matthieulel
commited on
Commit
•
767c481
1
Parent(s):
0e42c84
Training in progress, epoch 0
Browse files- config.json +101 -0
- model.safetensors +3 -0
- preprocessor_config.json +28 -0
- training_args.bin +3 -0
config.json
ADDED
@@ -0,0 +1,101 @@
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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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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:78d224c453fdcd618af76e3ecdbed1a5b314dc92d0041a2031493bbf7fbbba15
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size 1212638896
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preprocessor_config.json
ADDED
@@ -0,0 +1,28 @@
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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_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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0.5,
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0.5
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],
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"image_processor_type": "BeitImageProcessor",
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"image_std": [
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0.5,
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0.5,
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0.5
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],
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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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}
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training_args.bin
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:98428cd3c721ffe70a251c1edc3f0820f8950df9fa193fb9d4156cdb102ec37f
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size 4856
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