Upload folder using huggingface_hub

checkpoint-2732/config.json

@@ -0,0 +1,126 @@
+{
+  "_name_or_path": "dima806/military_aircraft_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": "A10",
+    "1": "A400M",
+    "2": "AG600",
+    "3": "AV8B",
+    "4": "B1",
+    "5": "B2",
+    "6": "B52",
+    "7": "Be200",
+    "8": "C130",
+    "9": "C17",
+    "10": "C2",
+    "11": "C5",
+    "12": "E2",
+    "13": "E7",
+    "14": "EF2000",
+    "15": "F117",
+    "16": "F14",
+    "17": "F15",
+    "18": "F16",
+    "19": "F18",
+    "20": "F22",
+    "21": "F35",
+    "22": "F4",
+    "23": "H6",
+    "24": "J10",
+    "25": "J20",
+    "26": "JAS39",
+    "27": "JF17",
+    "28": "KC135",
+    "29": "MQ9",
+    "30": "Mig31",
+    "31": "Mirage2000",
+    "32": "P3",
+    "33": "RQ4",
+    "34": "Rafale",
+    "35": "SR71",
+    "36": "Su24",
+    "37": "Su25",
+    "38": "Su34",
+    "39": "Su57",
+    "40": "Tornado",
+    "41": "Tu160",
+    "42": "Tu95",
+    "43": "U2",
+    "44": "US2",
+    "45": "V22",
+    "46": "Vulcan",
+    "47": "XB70",
+    "48": "YF23"
+  },
+  "image_size": 224,
+  "initializer_range": 0.02,
+  "intermediate_size": 3072,
+  "label2id": {
+    "A10": 0,
+    "A400M": 1,
+    "AG600": 2,
+    "AV8B": 3,
+    "B1": 4,
+    "B2": 5,
+    "B52": 6,
+    "Be200": 7,
+    "C130": 8,
+    "C17": 9,
+    "C2": 10,
+    "C5": 11,
+    "E2": 12,
+    "E7": 13,
+    "EF2000": 14,
+    "F117": 15,
+    "F14": 16,
+    "F15": 17,
+    "F16": 18,
+    "F18": 19,
+    "F22": 20,
+    "F35": 21,
+    "F4": 22,
+    "H6": 23,
+    "J10": 24,
+    "J20": 25,
+    "JAS39": 26,
+    "JF17": 27,
+    "KC135": 28,
+    "MQ9": 29,
+    "Mig31": 30,
+    "Mirage2000": 31,
+    "P3": 32,
+    "RQ4": 33,
+    "Rafale": 34,
+    "SR71": 35,
+    "Su24": 36,
+    "Su25": 37,
+    "Su34": 38,
+    "Su57": 39,
+    "Tornado": 40,
+    "Tu160": 41,
+    "Tu95": 42,
+    "U2": 43,
+    "US2": 44,
+    "V22": 45,
+    "Vulcan": 46,
+    "XB70": 47,
+    "YF23": 48
+  },
+  "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": "4.41.0"
+}

checkpoint-2732/model.safetensors

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:32f7e63ab9c3ce4c0a693a30b39a8ac453afa0c8bbad4eb66f48d30849d0638e
+size 343368556

checkpoint-2732/optimizer.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3f60de7066cbc11e820886a615c7af3e07d9b25bb9f51cb8e938d18767869bff
+size 686857605

checkpoint-2732/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-2732/rng_state.pth

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:69891b7f205e92c50b6431f569341a64f1c53e9eee6f1a8f4c487ee44940226e
+size 14575

checkpoint-2732/scheduler.pt

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:9e7470fecd4133db9c203a458020d3e158b817ca2c944751588b5c46f2f32b1a
+size 627

checkpoint-2732/trainer_state.json

@@ -0,0 +1,104 @@
+{
+  "best_metric": 3.0876758098602295,
+  "best_model_checkpoint": "military_aircraft_image_detection/checkpoint-2732",
+  "epoch": 4.0,
+  "eval_steps": 500,
+  "global_step": 2732,
+  "is_hyper_param_search": false,
+  "is_local_process_zero": true,
+  "is_world_process_zero": true,
+  "log_history": [
+    {
+      "epoch": 0.7320644216691069,
+      "grad_norm": 1.6588550806045532,
+      "learning_rate": 1.6644295302013423e-07,
+      "loss": 3.0311,
+      "step": 500
+    },
+    {
+      "epoch": 1.0,
+      "eval_accuracy": 0.4962894248608534,
+      "eval_loss": 3.103057622909546,
+      "eval_runtime": 463.3308,
+      "eval_samples_per_second": 62.819,
+      "eval_steps_per_second": 1.964,
+      "step": 683
+    },
+    {
+      "epoch": 1.4641288433382138,
+      "grad_norm": 1.8274588584899902,
+      "learning_rate": 1.2915734526472782e-07,
+      "loss": 3.0239,
+      "step": 1000
+    },
+    {
+      "epoch": 2.0,
+      "eval_accuracy": 0.49845392702535557,
+      "eval_loss": 3.0946202278137207,
+      "eval_runtime": 458.6944,
+      "eval_samples_per_second": 63.454,
+      "eval_steps_per_second": 1.984,
+      "step": 1366
+    },
+    {
+      "epoch": 2.1961932650073206,
+      "grad_norm": 1.830182433128357,
+      "learning_rate": 9.18717375093214e-08,
+      "loss": 3.0185,
+      "step": 1500
+    },
+    {
+      "epoch": 2.9282576866764276,
+      "grad_norm": 1.6824851036071777,
+      "learning_rate": 5.458612975391499e-08,
+      "loss": 3.0107,
+      "step": 2000
+    },
+    {
+      "epoch": 3.0,
+      "eval_accuracy": 0.5006527863670721,
+      "eval_loss": 3.0892887115478516,
+      "eval_runtime": 466.3467,
+      "eval_samples_per_second": 62.413,
+      "eval_steps_per_second": 1.951,
+      "step": 2049
+    },
+    {
+      "epoch": 3.660322108345534,
+      "grad_norm": 1.6334680318832397,
+      "learning_rate": 1.7300521998508574e-08,
+      "loss": 3.007,
+      "step": 2500
+    },
+    {
+      "epoch": 4.0,
+      "eval_accuracy": 0.5008245722531437,
+      "eval_loss": 3.0876758098602295,
+      "eval_runtime": 467.3763,
+      "eval_samples_per_second": 62.275,
+      "eval_steps_per_second": 1.947,
+      "step": 2732
+    }
+  ],
+  "logging_steps": 500,
+  "max_steps": 2732,
+  "num_input_tokens_seen": 0,
+  "num_train_epochs": 4,
+  "save_steps": 500,
+  "stateful_callbacks": {
+    "TrainerControl": {
+      "args": {
+        "should_epoch_stop": false,
+        "should_evaluate": false,
+        "should_log": false,
+        "should_save": true,
+        "should_training_stop": true
+      },
+      "attributes": {}
+    }
+  },
+  "total_flos": 1.3538591776387916e+19,
+  "train_batch_size": 64,
+  "trial_name": null,
+  "trial_params": null
+}

checkpoint-2732/training_args.bin

@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:3c3c1aac80e6fe46ec431fce06da55507d3c3019a55448e3210fba2cc3f10ce0
+size 4603

config.json

@@ -122,5 +122,5 @@
   "problem_type": "single_label_classification",
   "qkv_bias": true,
   "torch_dtype": "float32",
-  "transformers_version": "4.40.2"
+  "transformers_version": "4.41.0"
 }

model.safetensors

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:92dfd7b5147eb99e74fcf259a9078b3837f5e0ef432cb374fac1b73501f7b045
+oid sha256:32f7e63ab9c3ce4c0a693a30b39a8ac453afa0c8bbad4eb66f48d30849d0638e
 size 343368556

training_args.bin

@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:2195bda31a945833c529de38440b4e3e9dd3e5abc83554a30a457ed01a456f69
-size 4475
+oid sha256:3c3c1aac80e6fe46ec431fce06da55507d3c3019a55448e3210fba2cc3f10ce0
+size 4603