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checkpoint-214/config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "dima806/chest_xray_pneumonia_detection",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "NORMAL",
+    "1": "PNEUMONIA"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "NORMAL": 0,
+    "PNEUMONIA": 1
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+  "layer_norm_eps": 1e-12,
+  "model_type": "vit",
+  "num_attention_heads": 12,
+  "num_channels": 3,
+  "num_hidden_layers": 12,
+  "patch_size": 16,
+  "problem_type": "single_label_classification",
+  "qkv_bias": true,
+  "torch_dtype": "float32",
+  "transformers_version": "4.38.1"
+}

checkpoint-214/model.safetensors

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checkpoint-214/optimizer.pt

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checkpoint-214/preprocessor_config.json

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+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+    "width": 224
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+}

checkpoint-214/rng_state.pth

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checkpoint-214/scheduler.pt

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checkpoint-214/trainer_state.json

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+{
+  "best_metric": 0.1380569487810135,
+  "best_model_checkpoint": "chest_xray_pneumonia_detection/checkpoint-214",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 214,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "eval_loss": 0.14374499022960663,
+      "eval_runtime": 43.3835,
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+      "step": 107
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+  "logging_steps": 500,
+  "max_steps": 214,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "total_flos": 1.0594704820107018e+18,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-214/training_args.bin

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config.json

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 {
-  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "_name_or_path": "dima806/chest_xray_pneumonia_detection",
   "architectures": [
     "ViTForImageClassification"
   ],
@@ -28,5 +28,5 @@
   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.30.2"
+  "transformers_version": "4.38.1"
 }

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