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checkpoint-34/config.json

@@ -0,0 +1,42 @@
+{
+  "_name_or_path": "dima806/horse_breeds_image_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": "Friesian",
+    "1": "Arabian",
+    "2": "Percheron",
+    "3": "Orlov Trotter",
+    "4": "Akhal-Teke",
+    "5": "Vladimir Heavy Draft",
+    "6": "Appaloosa"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Akhal-Teke": 4,
+    "Appaloosa": 6,
+    "Arabian": 1,
+    "Friesian": 0,
+    "Orlov Trotter": 3,
+    "Percheron": 2,
+    "Vladimir Heavy Draft": 5
+  },
+  "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-34/model.safetensors

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checkpoint-34/optimizer.pt

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checkpoint-34/preprocessor_config.json

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+{
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+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
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+    0.5
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+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
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+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
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+    "width": 224
+  }
+}

checkpoint-34/rng_state.pth

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checkpoint-34/scheduler.pt

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checkpoint-34/trainer_state.json

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+{
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+  "best_model_checkpoint": "horse_breeds_image_detection/checkpoint-34",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 34,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "eval_accuracy": 0.8507462686567164,
+      "eval_loss": 0.9528061747550964,
+      "eval_runtime": 1.7117,
+      "eval_samples_per_second": 78.287,
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+      "eval_runtime": 1.651,
+      "eval_samples_per_second": 81.161,
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+      "step": 34
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+  "logging_steps": 500,
+  "max_steps": 34,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "total_flos": 8.307513558083174e+16,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-34/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/horse_breeds_image_detection",
   "architectures": [
     "ViTForImageClassification"
   ],
@@ -38,5 +38,5 @@
   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.33.2"
+  "transformers_version": "4.38.2"
 }

model.safetensors

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training_args.bin

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