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Browse files- checkpoint-312/config.json +32 -0
- checkpoint-312/optimizer.pt +3 -0
- checkpoint-312/preprocessor_config.json +22 -0
- checkpoint-312/pytorch_model.bin +3 -0
- checkpoint-312/rng_state.pth +3 -0
- checkpoint-312/scheduler.pt +3 -0
- checkpoint-312/trainer_state.json +34 -0
- checkpoint-312/training_args.bin +3 -0
- config.json +32 -0
- preprocessor_config.json +22 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
checkpoint-312/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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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": "NORMAL",
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"1": "PNEUMONIA"
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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": 3072,
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"label2id": {
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"NORMAL": 0,
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"PNEUMONIA": 1
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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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": "4.30.2"
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}
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checkpoint-312/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:7cc35886e1fe1b1d515bca4eec5159af4b1826469566246631209fdf3c3ff013
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size 686518917
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checkpoint-312/preprocessor_config.json
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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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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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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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checkpoint-312/pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:59215a340bfdbe2f82cb705c1e0a525662235d535be81af7c9135a32e6914098
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size 343268717
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checkpoint-312/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:1e02177845ed8c81fb0f005dcee606ee930674681897db793f0dbb6cd2751b96
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size 14575
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checkpoint-312/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:54499ffb4de9231c35f32249f2a52b3f76a78c627b22d3ac13f7cfda675a7cfe
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size 627
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checkpoint-312/trainer_state.json
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{
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"best_metric": 0.13165627419948578,
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"best_model_checkpoint": "chest_xray_pneumonia_detection/checkpoint-312",
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"epoch": 2.0,
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"global_step": 312,
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"is_hyper_param_search": false,
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"is_local_process_zero": true,
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"is_world_process_zero": true,
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"log_history": [
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{
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"epoch": 1.0,
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"eval_accuracy": 0.9613196814562003,
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"eval_loss": 0.15715493261814117,
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"eval_runtime": 22.7534,
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"eval_samples_per_second": 38.632,
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"eval_steps_per_second": 9.669,
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"step": 156
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},
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{
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"epoch": 2.0,
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"eval_accuracy": 0.9658703071672355,
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"eval_loss": 0.13165627419948578,
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"eval_runtime": 22.8528,
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"eval_samples_per_second": 38.464,
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"eval_steps_per_second": 9.627,
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"step": 312
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}
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],
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"max_steps": 312,
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"num_train_epochs": 2,
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"total_flos": 7.713552646236488e+17,
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"trial_name": null,
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"trial_params": null
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}
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checkpoint-312/training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:d382a6d54b34e8c72ec4223c46989b15174609ba6b192b5ffc16370deb25c527
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size 3899
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config.json
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{
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"_name_or_path": "google/vit-base-patch16-224-in21k",
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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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": "NORMAL",
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"1": "PNEUMONIA"
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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": 3072,
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"label2id": {
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"NORMAL": 0,
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"PNEUMONIA": 1
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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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": "4.30.2"
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}
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preprocessor_config.json
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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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0.5,
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0.5,
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0.5
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],
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"image_processor_type": "ViTImageProcessor",
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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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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:59215a340bfdbe2f82cb705c1e0a525662235d535be81af7c9135a32e6914098
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size 343268717
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:d382a6d54b34e8c72ec4223c46989b15174609ba6b192b5ffc16370deb25c527
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size 3899
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