Training in progress, epoch 1
Browse files
config.json
ADDED
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{
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"_name_or_path": "microsoft/swin-tiny-patch4-window7-224",
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"architectures": [
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"SwinForImageClassification"
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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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6,
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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": "abscess",
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"1": "ards",
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"2": "atelectasis",
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"3": "atherosclerosis_of_the_aorta",
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"4": "cardiomegaly",
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"5": "emphysema",
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"6": "fracture",
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"7": "hydropneumothorax",
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"8": "hydrothorax",
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"9": "pneumonia",
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"10": "pneumosclerosis",
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"11": "post_inflammatory_changes",
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"12": "post_traumatic_ribs_deformation",
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"13": "sarcoidosis",
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"14": "scoliosis",
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"15": "tuberculosis",
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"16": "venous_congestion"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"abscess": 0,
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"ards": 1,
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"atelectasis": 2,
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"atherosclerosis_of_the_aorta": 3,
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"cardiomegaly": 4,
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"emphysema": 5,
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"fracture": 6,
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"hydropneumothorax": 7,
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"hydrothorax": 8,
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"pneumonia": 9,
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"pneumosclerosis": 10,
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"post_inflammatory_changes": 11,
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"post_traumatic_ribs_deformation": 12,
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"sarcoidosis": 13,
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"scoliosis": 14,
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"tuberculosis": 15,
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"venous_congestion": 16
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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": "swin",
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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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"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": "4.41.0",
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"use_absolute_embeddings": false,
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"window_size": 7
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}
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model.safetensors
ADDED
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version https://git-lfs.github.com/spec/v1
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oid sha256:755af1892792c2efe2f6ddb2bc6b4db28d6b020987bf34828d7d01fbeb8e460c
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size 110388980
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preprocessor_config.json
ADDED
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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_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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"return_tensors",
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"data_format",
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"input_data_format"
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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": 224,
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"width": 224
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}
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}
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runs/May25_05-15-05_03c6f6781d79/events.out.tfevents.1716614180.03c6f6781d79.1648.0
ADDED
@@ -0,0 +1,3 @@
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version https://git-lfs.github.com/spec/v1
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oid sha256:cccb2f264d01bb507162e49459a7476df82e5d8749d3cbb7b32454943562e807
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size 6377
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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 sha256:32d9a7533a9c68ecb9b5cc3753f03236a601e05b2a013db36e55071a7e2834f3
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size 5112
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