Upload folder using huggingface_hub

checkpoint-4989/config.json

@@ -0,0 +1,64 @@
+{
+  "_name_or_path": "dima806/hand_gestures_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": "call",
+    "1": "dislike",
+    "2": "fist",
+    "3": "four",
+    "4": "like",
+    "5": "mute",
+    "6": "ok",
+    "7": "one",
+    "8": "palm",
+    "9": "peace",
+    "10": "peace_inverted",
+    "11": "rock",
+    "12": "stop",
+    "13": "stop_inverted",
+    "14": "three",
+    "15": "three2",
+    "16": "two_up",
+    "17": "two_up_inverted"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "call": 0,
+    "dislike": 1,
+    "fist": 2,
+    "four": 3,
+    "like": 4,
+    "mute": 5,
+    "ok": 6,
+    "one": 7,
+    "palm": 8,
+    "peace": 9,
+    "peace_inverted": 10,
+    "rock": 11,
+    "stop": 12,
+    "stop_inverted": 13,
+    "three": 14,
+    "three2": 15,
+    "two_up": 16,
+    "two_up_inverted": 17
+  },
+  "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": "4.39.3"
+}

checkpoint-4989/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:4cc73a7ea9e7ccb44e05bd03b48378c5d24cef72f78ed4d0b360d96789af238d
+size 343273192

checkpoint-4989/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:698b513c113dfdd65ba5fc052df54bacc2e83d434b72e336c5b46570b263ba8e
+size 686666885

checkpoint-4989/preprocessor_config.json

@@ -0,0 +1,36 @@
+{
+  "_valid_processor_keys": [
+    "images",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
+  "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
+  }
+}

checkpoint-4989/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:036df40105748f4240abc8df128f601121d212fcdf7a960d8c09d6749636e304
+size 14575

checkpoint-4989/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:a832d740cd9263a5fb88139d361c1f9f0af12b25cf1badcb1a0197b04ee95d0a
+size 627

checkpoint-4989/trainer_state.json

@@ -0,0 +1,93 @@
+{
+  "best_metric": 1.0111007690429688,
+  "best_model_checkpoint": "hand_gestures_image_detection/checkpoint-4989",
+  "epoch": 1.0,
+  "eval_steps": 500,
+  "global_step": 4989,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.1,
+      "grad_norm": 2.4404540061950684,
+      "learning_rate": 9.08888438955254e-08,
+      "loss": 0.9907,
+      "step": 500
+    },
+    {
+      "epoch": 0.2,
+      "grad_norm": 2.8323748111724854,
+      "learning_rate": 8.076533711277587e-08,
+      "loss": 0.9894,
+      "step": 1000
+    },
+    {
+      "epoch": 0.3,
+      "grad_norm": 2.196962594985962,
+      "learning_rate": 7.064183033002632e-08,
+      "loss": 0.9812,
+      "step": 1500
+    },
+    {
+      "epoch": 0.4,
+      "grad_norm": 2.131086587905884,
+      "learning_rate": 6.051832354727677e-08,
+      "loss": 0.9723,
+      "step": 2000
+    },
+    {
+      "epoch": 0.5,
+      "grad_norm": 2.165480375289917,
+      "learning_rate": 5.039481676452722e-08,
+      "loss": 0.9698,
+      "step": 2500
+    },
+    {
+      "epoch": 0.6,
+      "grad_norm": 1.9154175519943237,
+      "learning_rate": 4.0271309981777684e-08,
+      "loss": 0.9671,
+      "step": 3000
+    },
+    {
+      "epoch": 0.7,
+      "grad_norm": 2.8983991146087646,
+      "learning_rate": 3.0147803199028145e-08,
+      "loss": 0.9681,
+      "step": 3500
+    },
+    {
+      "epoch": 0.8,
+      "grad_norm": 1.7585078477859497,
+      "learning_rate": 2.00242964162786e-08,
+      "loss": 0.9616,
+      "step": 4000
+    },
+    {
+      "epoch": 0.9,
+      "grad_norm": 2.4613096714019775,
+      "learning_rate": 9.900789633529054e-09,
+      "loss": 0.9524,
+      "step": 4500
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.915968636809937,
+      "eval_loss": 1.0111007690429688,
+      "eval_runtime": 3768.8151,
+      "eval_samples_per_second": 56.48,
+      "eval_steps_per_second": 1.765,
+      "step": 4989
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 4989,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 1,
+  "save_steps": 500,
+  "total_flos": 2.4746043002517172e+19,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-4989/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:8de5760fd58d340014b07cba45b9366f855e6f175c5cf83702c1a4516835878e
+size 4411

config.json

@@ -60,5 +60,5 @@
   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.38.2"
+  "transformers_version": "4.39.3"
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:bf62f5049edf8b954038412e41dbec9ec2907ef5bd3fd639f3362c655d58c8dd
+oid sha256:4cc73a7ea9e7ccb44e05bd03b48378c5d24cef72f78ed4d0b360d96789af238d
 size 343273192

preprocessor_config.json

@@ -1,4 +1,18 @@
 {
+  "_valid_processor_keys": [
+    "images",
+    "do_resize",
+    "size",
+    "resample",
+    "do_rescale",
+    "rescale_factor",
+    "do_normalize",
+    "image_mean",
+    "image_std",
+    "return_tensors",
+    "data_format",
+    "input_data_format"
+  ],
   "do_normalize": true,
   "do_rescale": true,
   "do_resize": true,

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:070aaeec6da8eb3ce9400f0db0d28d99816e164eebf59eb4753079f2e48a83db
+oid sha256:8de5760fd58d340014b07cba45b9366f855e6f175c5cf83702c1a4516835878e
 size 4411