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checkpoint-290/config.json

@@ -0,0 +1,88 @@
+{
+  "_name_or_path": "dima806/ball_types_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": "wiffle ball",
+    "1": "puffballs",
+    "2": "chrochet ball",
+    "3": "golf ball",
+    "4": "pokeman balls",
+    "5": "water polo ball",
+    "6": "football",
+    "7": "marble",
+    "8": "medicine ball",
+    "9": "tether ball",
+    "10": "billiard ball",
+    "11": "cannon ball",
+    "12": "crystal ball",
+    "13": "cricket ball",
+    "14": "sepak takraw ball",
+    "15": "tennis ball",
+    "16": "wrecking ball",
+    "17": "rubberband ball",
+    "18": "buckeyballs",
+    "19": "bowling ball",
+    "20": "eyeballs",
+    "21": "meat ball",
+    "22": "brass",
+    "23": "screwballs",
+    "24": "baseball",
+    "25": "beachballs",
+    "26": "soccer ball",
+    "27": "basketball",
+    "28": "volley ball",
+    "29": "paint balls"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "baseball": 24,
+    "basketball": 27,
+    "beachballs": 25,
+    "billiard ball": 10,
+    "bowling ball": 19,
+    "brass": 22,
+    "buckeyballs": 18,
+    "cannon ball": 11,
+    "chrochet ball": 2,
+    "cricket ball": 13,
+    "crystal ball": 12,
+    "eyeballs": 20,
+    "football": 6,
+    "golf ball": 3,
+    "marble": 7,
+    "meat ball": 21,
+    "medicine ball": 8,
+    "paint balls": 29,
+    "pokeman balls": 4,
+    "puffballs": 1,
+    "rubberband ball": 17,
+    "screwballs": 23,
+    "sepak takraw ball": 14,
+    "soccer ball": 26,
+    "tennis ball": 15,
+    "tether ball": 9,
+    "volley ball": 28,
+    "water polo ball": 5,
+    "wiffle ball": 0,
+    "wrecking ball": 16
+  },
+  "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-290/model.safetensors

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checkpoint-290/optimizer.pt

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checkpoint-290/preprocessor_config.json

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

checkpoint-290/rng_state.pth

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checkpoint-290/scheduler.pt

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checkpoint-290/trainer_state.json

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+{
+  "best_metric": 0.190980926156044,
+  "best_model_checkpoint": "ball_types_image_detection/checkpoint-290",
+  "epoch": 2.0,
+  "eval_steps": 500,
+  "global_step": 290,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
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+      "eval_accuracy": 1.0,
+      "eval_loss": 0.19344626367092133,
+      "eval_runtime": 10.961,
+      "eval_samples_per_second": 105.647,
+      "eval_steps_per_second": 13.229,
+      "step": 145
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+      "eval_samples_per_second": 106.127,
+      "eval_steps_per_second": 13.289,
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+  "logging_steps": 500,
+  "max_steps": 290,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 2,
+  "save_steps": 500,
+  "total_flos": 7.180659489214956e+17,
+  "train_batch_size": 32,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-290/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/ball_types_image_detection",
   "architectures": [
     "ViTForImageClassification"
   ],
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   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.34.0"
+  "transformers_version": "4.38.2"
 }

model.safetensors

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training_args.bin

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