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checkpoint-28/config.json

@@ -0,0 +1,32 @@
+{
+  "_name_or_path": "dima806/smoker_image_classification",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "notsmoking",
+    "1": "smoking"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "notsmoking": 0,
+    "smoking": 1
+  },
+  "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": "4.38.2"
+}

checkpoint-28/model.safetensors

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checkpoint-28/optimizer.pt

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checkpoint-28/preprocessor_config.json

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+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+  "image_std": [
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+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+    "width": 224
+  }
+}

checkpoint-28/rng_state.pth

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checkpoint-28/scheduler.pt

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checkpoint-28/trainer_state.json

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+{
+  "best_metric": 0.24243739247322083,
+  "best_model_checkpoint": "smoker_image_classification/checkpoint-28",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 28,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "eval_accuracy": 0.96875,
+      "eval_loss": 0.24330951273441315,
+      "eval_runtime": 2.1953,
+      "eval_samples_per_second": 102.037,
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+      "step": 14
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+      "eval_samples_per_second": 99.132,
+      "eval_steps_per_second": 3.098,
+      "step": 28
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+  "logging_steps": 500,
+  "max_steps": 28,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "total_flos": 1.3886564538934886e+17,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-28/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/smoker_image_classification",
   "architectures": [
     "ViTForImageClassification"
   ],
@@ -28,5 +28,5 @@
   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.35.2"
+  "transformers_version": "4.38.2"
 }

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training_args.bin

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