Upload 8 files

config.json

@@ -0,0 +1,114 @@
+{
+  "_name_or_path": "google/vit-base-patch16-224-in21k",
+  "architectures": [
+    "ViTForImageClassification"
+  ],
+  "attention_probs_dropout_prob": 0.0,
+  "encoder_stride": 16,
+  "hidden_act": "gelu",
+  "hidden_dropout_prob": 0.0,
+  "hidden_size": 768,
+  "id2label": {
+    "0": "Speed limit (20km/h)",
+    "1": "Speed limit (30km/h)",
+    "10": "No passing veh over 3.5 tons",
+    "11": "Right-of-way at intersection",
+    "12": "Priority road",
+    "13": "Yield",
+    "14": "Stop",
+    "15": "No vehicles",
+    "16": "Veh > 3.5 tons prohibited",
+    "17": "No entry",
+    "18": "General caution",
+    "19": "Dangerous curve left",
+    "2": "Speed limit (50km/h)",
+    "20": "Dangerous curve right",
+    "21": "Double curve",
+    "22": "Bumpy road",
+    "23": "Slippery road",
+    "24": "Road narrows on the right",
+    "25": "Road work",
+    "26": "Traffic signals",
+    "27": "Pedestrians",
+    "28": "Children crossing",
+    "29": "Bicycles crossing",
+    "3": "Speed limit (60km/h)",
+    "30": "Beware of ice/snow",
+    "31": "Wild animals crossing",
+    "32": "End speed + passing limits",
+    "33": "Turn right ahead",
+    "34": "Turn left ahead",
+    "35": "Ahead only",
+    "36": "Go straight or right",
+    "37": "Go straight or left",
+    "38": "Keep right",
+    "39": "Keep left",
+    "4": "Speed limit (70km/h)",
+    "40": "Roundabout mandatory",
+    "41": "End of no passing",
+    "42": "End no passing veh > 3.5 tons",
+    "5": "Speed limit (80km/h)",
+    "6": "End of speed limit (80km/h)",
+    "7": "Speed limit (100km/h)",
+    "8": "Speed limit (120km/h)",
+    "9": "No passing"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "Ahead only": 35,
+    "Beware of ice/snow": 30,
+    "Bicycles crossing": 29,
+    "Bumpy road": 22,
+    "Children crossing": 28,
+    "Dangerous curve left": 19,
+    "Dangerous curve right": 20,
+    "Double curve": 21,
+    "End no passing veh > 3.5 tons": 42,
+    "End of no passing": 41,
+    "End of speed limit (80km/h)": 6,
+    "End speed + passing limits": 32,
+    "General caution": 18,
+    "Go straight or left": 37,
+    "Go straight or right": 36,
+    "Keep left": 39,
+    "Keep right": 38,
+    "No entry": 17,
+    "No passing": 9,
+    "No passing veh over 3.5 tons": 10,
+    "No vehicles": 15,
+    "Pedestrians": 27,
+    "Priority road": 12,
+    "Right-of-way at intersection": 11,
+    "Road narrows on the right": 24,
+    "Road work": 25,
+    "Roundabout mandatory": 40,
+    "Slippery road": 23,
+    "Speed limit (100km/h)": 7,
+    "Speed limit (120km/h)": 8,
+    "Speed limit (20km/h)": 0,
+    "Speed limit (30km/h)": 1,
+    "Speed limit (50km/h)": 2,
+    "Speed limit (60km/h)": 3,
+    "Speed limit (70km/h)": 4,
+    "Speed limit (80km/h)": 5,
+    "Stop": 14,
+    "Traffic signals": 26,
+    "Turn left ahead": 34,
+    "Turn right ahead": 33,
+    "Veh > 3.5 tons prohibited": 16,
+    "Wild animals crossing": 31,
+    "Yield": 13
+  },
+  "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": "4.29.2"
+}

optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:fdb672723ff2b79d087e55e05e15a4323588232d988c5dab9d93ebcfbf986bd9
+size 686771077

preprocessor_config.json

@@ -0,0 +1,22 @@
+{
+  "do_normalize": true,
+  "do_rescale": true,
+  "do_resize": true,
+  "image_mean": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "image_processor_type": "ViTImageProcessor",
+  "image_std": [
+    0.5,
+    0.5,
+    0.5
+  ],
+  "resample": 2,
+  "rescale_factor": 0.00392156862745098,
+  "size": {
+    "height": 224,
+    "width": 224
+  }
+}

pytorch_model.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:605982f335d91fc4ddaad51caf709e6385403f28c2e8f928e08ef2ce8a62703d
+size 343394797

rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:c2682b9a4b869054bb062576b589ab5a7eb7d9406a843aa85c80035e9fba685c
+size 14575

scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:95bd595df7a56f83300b905fc6fdbfeeab7d6dfb2ec8dd55c91746c9f20069fa
+size 627

trainer_state.json

@@ -0,0 +1,79 @@
+{
+  "best_metric": 0.956081081081081,
+  "best_model_checkpoint": "fine-tune-vit-gtsrb\\checkpoint-1665",
+  "epoch": 5.0,
+  "global_step": 1665,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.9117867867867868,
+      "eval_loss": 0.35636866092681885,
+      "eval_runtime": 62.2454,
+      "eval_samples_per_second": 85.597,
+      "eval_steps_per_second": 1.349,
+      "step": 333
+    },
+    {
+      "epoch": 1.5,
+      "learning_rate": 0.00016996996996997,
+      "loss": 0.7992,
+      "step": 500
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.9221096096096096,
+      "eval_loss": 0.26261237263679504,
+      "eval_runtime": 61.242,
+      "eval_samples_per_second": 86.999,
+      "eval_steps_per_second": 1.372,
+      "step": 666
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.9290540540540541,
+      "eval_loss": 0.24274781346321106,
+      "eval_runtime": 28.1132,
+      "eval_samples_per_second": 189.52,
+      "eval_steps_per_second": 2.988,
+      "step": 999
+    },
+    {
+      "epoch": 3.0,
+      "learning_rate": 0.00013993993993993996,
+      "loss": 0.2613,
+      "step": 1000
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.9275525525525525,
+      "eval_loss": 0.23870107531547546,
+      "eval_runtime": 61.9681,
+      "eval_samples_per_second": 85.98,
+      "eval_steps_per_second": 1.356,
+      "step": 1332
+    },
+    {
+      "epoch": 4.5,
+      "learning_rate": 0.00010990990990990993,
+      "loss": 0.1934,
+      "step": 1500
+    },
+    {
+      "epoch": 5.0,
+      "eval_accuracy": 0.956081081081081,
+      "eval_loss": 0.14925633370876312,
+      "eval_runtime": 61.7828,
+      "eval_samples_per_second": 86.238,
+      "eval_steps_per_second": 1.36,
+      "step": 1665
+    }
+  ],
+  "max_steps": 3330,
+  "num_train_epochs": 10,
+  "total_flos": 8.260580814172324e+18,
+  "trial_name": null,
+  "trial_params": null
+}

training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:af2a0ce70eeb22dbb827f8633cbf625ef72b92aadd1a57c78ef3ee946ec7876b
+size 3899