Upload folder using huggingface_hub
Browse files- checkpoint-570/config.json +48 -0
- checkpoint-570/model.safetensors +3 -0
- checkpoint-570/optimizer.pt +3 -0
- checkpoint-570/preprocessor_config.json +22 -0
- checkpoint-570/rng_state.pth +3 -0
- checkpoint-570/scheduler.pt +3 -0
- checkpoint-570/trainer_state.json +295 -0
- checkpoint-570/training_args.bin +3 -0
- config.json +48 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
checkpoint-570/config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"ViTForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"encoder_stride": 16,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.0,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "SUV",
|
| 13 |
+
"1": "bus",
|
| 14 |
+
"2": "family sedan",
|
| 15 |
+
"3": "fire engine",
|
| 16 |
+
"4": "heavy truck",
|
| 17 |
+
"5": "jeep",
|
| 18 |
+
"6": "minibus",
|
| 19 |
+
"7": "racing car",
|
| 20 |
+
"8": "taxi",
|
| 21 |
+
"9": "truck"
|
| 22 |
+
},
|
| 23 |
+
"image_size": 224,
|
| 24 |
+
"initializer_range": 0.02,
|
| 25 |
+
"intermediate_size": 3072,
|
| 26 |
+
"label2id": {
|
| 27 |
+
"SUV": 0,
|
| 28 |
+
"bus": 1,
|
| 29 |
+
"family sedan": 2,
|
| 30 |
+
"fire engine": 3,
|
| 31 |
+
"heavy truck": 4,
|
| 32 |
+
"jeep": 5,
|
| 33 |
+
"minibus": 6,
|
| 34 |
+
"racing car": 7,
|
| 35 |
+
"taxi": 8,
|
| 36 |
+
"truck": 9
|
| 37 |
+
},
|
| 38 |
+
"layer_norm_eps": 1e-12,
|
| 39 |
+
"model_type": "vit",
|
| 40 |
+
"num_attention_heads": 12,
|
| 41 |
+
"num_channels": 3,
|
| 42 |
+
"num_hidden_layers": 12,
|
| 43 |
+
"patch_size": 16,
|
| 44 |
+
"problem_type": "single_label_classification",
|
| 45 |
+
"qkv_bias": true,
|
| 46 |
+
"torch_dtype": "float32",
|
| 47 |
+
"transformers_version": "4.35.0"
|
| 48 |
+
}
|
checkpoint-570/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:972c0ebb2d90a3663c14b2dc35f3dcba5c73e5dcdcf72b291cb5c8219d9cd278
|
| 3 |
+
size 343248584
|
checkpoint-570/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:0a193eaeb6d2ebd8dfa1cab89ee61176ec3c4ae719f7449b7ae311b620f87c40
|
| 3 |
+
size 686617605
|
checkpoint-570/preprocessor_config.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_rescale": true,
|
| 4 |
+
"do_resize": true,
|
| 5 |
+
"image_mean": [
|
| 6 |
+
0.5,
|
| 7 |
+
0.5,
|
| 8 |
+
0.5
|
| 9 |
+
],
|
| 10 |
+
"image_processor_type": "ViTImageProcessor",
|
| 11 |
+
"image_std": [
|
| 12 |
+
0.5,
|
| 13 |
+
0.5,
|
| 14 |
+
0.5
|
| 15 |
+
],
|
| 16 |
+
"resample": 2,
|
| 17 |
+
"rescale_factor": 0.00392156862745098,
|
| 18 |
+
"size": {
|
| 19 |
+
"height": 224,
|
| 20 |
+
"width": 224
|
| 21 |
+
}
|
| 22 |
+
}
|
checkpoint-570/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6656334b16b38864f574d02f68af6e5cdbd53c7b52ca21baade01d92ebac4fcd
|
| 3 |
+
size 14575
|
checkpoint-570/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:cfd6d0ae9abe9be617899279131f79fa70f4967de6bc8648f05bd0facb0dc6e9
|
| 3 |
+
size 627
|
checkpoint-570/trainer_state.json
ADDED
|
@@ -0,0 +1,295 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": 1.6929172277450562,
|
| 3 |
+
"best_model_checkpoint": "vehicle_10_types_image_detection/checkpoint-570",
|
| 4 |
+
"epoch": 30.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 570,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 1.0,
|
| 13 |
+
"eval_accuracy": 0.05,
|
| 14 |
+
"eval_loss": 2.2986249923706055,
|
| 15 |
+
"eval_runtime": 12.5096,
|
| 16 |
+
"eval_samples_per_second": 31.975,
|
| 17 |
+
"eval_steps_per_second": 1.039,
|
| 18 |
+
"step": 19
|
| 19 |
+
},
|
| 20 |
+
{
|
| 21 |
+
"epoch": 2.0,
|
| 22 |
+
"eval_accuracy": 0.08,
|
| 23 |
+
"eval_loss": 2.2804346084594727,
|
| 24 |
+
"eval_runtime": 12.8956,
|
| 25 |
+
"eval_samples_per_second": 31.018,
|
| 26 |
+
"eval_steps_per_second": 1.008,
|
| 27 |
+
"step": 38
|
| 28 |
+
},
|
| 29 |
+
{
|
| 30 |
+
"epoch": 3.0,
|
| 31 |
+
"eval_accuracy": 0.1675,
|
| 32 |
+
"eval_loss": 2.2496795654296875,
|
| 33 |
+
"eval_runtime": 12.396,
|
| 34 |
+
"eval_samples_per_second": 32.269,
|
| 35 |
+
"eval_steps_per_second": 1.049,
|
| 36 |
+
"step": 57
|
| 37 |
+
},
|
| 38 |
+
{
|
| 39 |
+
"epoch": 4.0,
|
| 40 |
+
"eval_accuracy": 0.3025,
|
| 41 |
+
"eval_loss": 2.2146196365356445,
|
| 42 |
+
"eval_runtime": 12.2333,
|
| 43 |
+
"eval_samples_per_second": 32.698,
|
| 44 |
+
"eval_steps_per_second": 1.063,
|
| 45 |
+
"step": 76
|
| 46 |
+
},
|
| 47 |
+
{
|
| 48 |
+
"epoch": 5.0,
|
| 49 |
+
"eval_accuracy": 0.46,
|
| 50 |
+
"eval_loss": 2.177220106124878,
|
| 51 |
+
"eval_runtime": 12.1528,
|
| 52 |
+
"eval_samples_per_second": 32.914,
|
| 53 |
+
"eval_steps_per_second": 1.07,
|
| 54 |
+
"step": 95
|
| 55 |
+
},
|
| 56 |
+
{
|
| 57 |
+
"epoch": 6.0,
|
| 58 |
+
"eval_accuracy": 0.56,
|
| 59 |
+
"eval_loss": 2.138533115386963,
|
| 60 |
+
"eval_runtime": 12.3446,
|
| 61 |
+
"eval_samples_per_second": 32.403,
|
| 62 |
+
"eval_steps_per_second": 1.053,
|
| 63 |
+
"step": 114
|
| 64 |
+
},
|
| 65 |
+
{
|
| 66 |
+
"epoch": 7.0,
|
| 67 |
+
"eval_accuracy": 0.6525,
|
| 68 |
+
"eval_loss": 2.1013710498809814,
|
| 69 |
+
"eval_runtime": 12.2965,
|
| 70 |
+
"eval_samples_per_second": 32.53,
|
| 71 |
+
"eval_steps_per_second": 1.057,
|
| 72 |
+
"step": 133
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 8.0,
|
| 76 |
+
"eval_accuracy": 0.705,
|
| 77 |
+
"eval_loss": 2.0660853385925293,
|
| 78 |
+
"eval_runtime": 12.1238,
|
| 79 |
+
"eval_samples_per_second": 32.993,
|
| 80 |
+
"eval_steps_per_second": 1.072,
|
| 81 |
+
"step": 152
|
| 82 |
+
},
|
| 83 |
+
{
|
| 84 |
+
"epoch": 9.0,
|
| 85 |
+
"eval_accuracy": 0.75,
|
| 86 |
+
"eval_loss": 2.033310890197754,
|
| 87 |
+
"eval_runtime": 12.1471,
|
| 88 |
+
"eval_samples_per_second": 32.93,
|
| 89 |
+
"eval_steps_per_second": 1.07,
|
| 90 |
+
"step": 171
|
| 91 |
+
},
|
| 92 |
+
{
|
| 93 |
+
"epoch": 10.0,
|
| 94 |
+
"eval_accuracy": 0.8,
|
| 95 |
+
"eval_loss": 2.000399589538574,
|
| 96 |
+
"eval_runtime": 12.2297,
|
| 97 |
+
"eval_samples_per_second": 32.707,
|
| 98 |
+
"eval_steps_per_second": 1.063,
|
| 99 |
+
"step": 190
|
| 100 |
+
},
|
| 101 |
+
{
|
| 102 |
+
"epoch": 11.0,
|
| 103 |
+
"eval_accuracy": 0.8225,
|
| 104 |
+
"eval_loss": 1.9698092937469482,
|
| 105 |
+
"eval_runtime": 12.2337,
|
| 106 |
+
"eval_samples_per_second": 32.697,
|
| 107 |
+
"eval_steps_per_second": 1.063,
|
| 108 |
+
"step": 209
|
| 109 |
+
},
|
| 110 |
+
{
|
| 111 |
+
"epoch": 12.0,
|
| 112 |
+
"eval_accuracy": 0.8325,
|
| 113 |
+
"eval_loss": 1.9402406215667725,
|
| 114 |
+
"eval_runtime": 12.3172,
|
| 115 |
+
"eval_samples_per_second": 32.475,
|
| 116 |
+
"eval_steps_per_second": 1.055,
|
| 117 |
+
"step": 228
|
| 118 |
+
},
|
| 119 |
+
{
|
| 120 |
+
"epoch": 13.0,
|
| 121 |
+
"eval_accuracy": 0.8425,
|
| 122 |
+
"eval_loss": 1.9126129150390625,
|
| 123 |
+
"eval_runtime": 12.1977,
|
| 124 |
+
"eval_samples_per_second": 32.793,
|
| 125 |
+
"eval_steps_per_second": 1.066,
|
| 126 |
+
"step": 247
|
| 127 |
+
},
|
| 128 |
+
{
|
| 129 |
+
"epoch": 14.0,
|
| 130 |
+
"eval_accuracy": 0.865,
|
| 131 |
+
"eval_loss": 1.886841893196106,
|
| 132 |
+
"eval_runtime": 12.2238,
|
| 133 |
+
"eval_samples_per_second": 32.723,
|
| 134 |
+
"eval_steps_per_second": 1.063,
|
| 135 |
+
"step": 266
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 15.0,
|
| 139 |
+
"eval_accuracy": 0.875,
|
| 140 |
+
"eval_loss": 1.8629757165908813,
|
| 141 |
+
"eval_runtime": 12.1263,
|
| 142 |
+
"eval_samples_per_second": 32.986,
|
| 143 |
+
"eval_steps_per_second": 1.072,
|
| 144 |
+
"step": 285
|
| 145 |
+
},
|
| 146 |
+
{
|
| 147 |
+
"epoch": 16.0,
|
| 148 |
+
"eval_accuracy": 0.875,
|
| 149 |
+
"eval_loss": 1.841148018836975,
|
| 150 |
+
"eval_runtime": 12.2334,
|
| 151 |
+
"eval_samples_per_second": 32.697,
|
| 152 |
+
"eval_steps_per_second": 1.063,
|
| 153 |
+
"step": 304
|
| 154 |
+
},
|
| 155 |
+
{
|
| 156 |
+
"epoch": 17.0,
|
| 157 |
+
"eval_accuracy": 0.88,
|
| 158 |
+
"eval_loss": 1.8200314044952393,
|
| 159 |
+
"eval_runtime": 12.2176,
|
| 160 |
+
"eval_samples_per_second": 32.74,
|
| 161 |
+
"eval_steps_per_second": 1.064,
|
| 162 |
+
"step": 323
|
| 163 |
+
},
|
| 164 |
+
{
|
| 165 |
+
"epoch": 18.0,
|
| 166 |
+
"eval_accuracy": 0.8825,
|
| 167 |
+
"eval_loss": 1.8012804985046387,
|
| 168 |
+
"eval_runtime": 12.2427,
|
| 169 |
+
"eval_samples_per_second": 32.672,
|
| 170 |
+
"eval_steps_per_second": 1.062,
|
| 171 |
+
"step": 342
|
| 172 |
+
},
|
| 173 |
+
{
|
| 174 |
+
"epoch": 19.0,
|
| 175 |
+
"eval_accuracy": 0.8875,
|
| 176 |
+
"eval_loss": 1.7833657264709473,
|
| 177 |
+
"eval_runtime": 12.1636,
|
| 178 |
+
"eval_samples_per_second": 32.885,
|
| 179 |
+
"eval_steps_per_second": 1.069,
|
| 180 |
+
"step": 361
|
| 181 |
+
},
|
| 182 |
+
{
|
| 183 |
+
"epoch": 20.0,
|
| 184 |
+
"eval_accuracy": 0.8875,
|
| 185 |
+
"eval_loss": 1.767008662223816,
|
| 186 |
+
"eval_runtime": 12.3154,
|
| 187 |
+
"eval_samples_per_second": 32.48,
|
| 188 |
+
"eval_steps_per_second": 1.056,
|
| 189 |
+
"step": 380
|
| 190 |
+
},
|
| 191 |
+
{
|
| 192 |
+
"epoch": 21.0,
|
| 193 |
+
"eval_accuracy": 0.895,
|
| 194 |
+
"eval_loss": 1.7523913383483887,
|
| 195 |
+
"eval_runtime": 12.1064,
|
| 196 |
+
"eval_samples_per_second": 33.04,
|
| 197 |
+
"eval_steps_per_second": 1.074,
|
| 198 |
+
"step": 399
|
| 199 |
+
},
|
| 200 |
+
{
|
| 201 |
+
"epoch": 22.0,
|
| 202 |
+
"eval_accuracy": 0.8975,
|
| 203 |
+
"eval_loss": 1.7400509119033813,
|
| 204 |
+
"eval_runtime": 12.1155,
|
| 205 |
+
"eval_samples_per_second": 33.016,
|
| 206 |
+
"eval_steps_per_second": 1.073,
|
| 207 |
+
"step": 418
|
| 208 |
+
},
|
| 209 |
+
{
|
| 210 |
+
"epoch": 23.0,
|
| 211 |
+
"eval_accuracy": 0.9025,
|
| 212 |
+
"eval_loss": 1.728476881980896,
|
| 213 |
+
"eval_runtime": 12.2379,
|
| 214 |
+
"eval_samples_per_second": 32.685,
|
| 215 |
+
"eval_steps_per_second": 1.062,
|
| 216 |
+
"step": 437
|
| 217 |
+
},
|
| 218 |
+
{
|
| 219 |
+
"epoch": 24.0,
|
| 220 |
+
"eval_accuracy": 0.9025,
|
| 221 |
+
"eval_loss": 1.7184292078018188,
|
| 222 |
+
"eval_runtime": 12.3157,
|
| 223 |
+
"eval_samples_per_second": 32.479,
|
| 224 |
+
"eval_steps_per_second": 1.056,
|
| 225 |
+
"step": 456
|
| 226 |
+
},
|
| 227 |
+
{
|
| 228 |
+
"epoch": 25.0,
|
| 229 |
+
"eval_accuracy": 0.9025,
|
| 230 |
+
"eval_loss": 1.7106468677520752,
|
| 231 |
+
"eval_runtime": 12.1976,
|
| 232 |
+
"eval_samples_per_second": 32.793,
|
| 233 |
+
"eval_steps_per_second": 1.066,
|
| 234 |
+
"step": 475
|
| 235 |
+
},
|
| 236 |
+
{
|
| 237 |
+
"epoch": 26.0,
|
| 238 |
+
"eval_accuracy": 0.905,
|
| 239 |
+
"eval_loss": 1.7045388221740723,
|
| 240 |
+
"eval_runtime": 12.3591,
|
| 241 |
+
"eval_samples_per_second": 32.365,
|
| 242 |
+
"eval_steps_per_second": 1.052,
|
| 243 |
+
"step": 494
|
| 244 |
+
},
|
| 245 |
+
{
|
| 246 |
+
"epoch": 26.32,
|
| 247 |
+
"learning_rate": 4.0384615384615386e-07,
|
| 248 |
+
"loss": 1.9149,
|
| 249 |
+
"step": 500
|
| 250 |
+
},
|
| 251 |
+
{
|
| 252 |
+
"epoch": 27.0,
|
| 253 |
+
"eval_accuracy": 0.9075,
|
| 254 |
+
"eval_loss": 1.6995162963867188,
|
| 255 |
+
"eval_runtime": 12.2031,
|
| 256 |
+
"eval_samples_per_second": 32.778,
|
| 257 |
+
"eval_steps_per_second": 1.065,
|
| 258 |
+
"step": 513
|
| 259 |
+
},
|
| 260 |
+
{
|
| 261 |
+
"epoch": 28.0,
|
| 262 |
+
"eval_accuracy": 0.9075,
|
| 263 |
+
"eval_loss": 1.6959975957870483,
|
| 264 |
+
"eval_runtime": 12.0895,
|
| 265 |
+
"eval_samples_per_second": 33.087,
|
| 266 |
+
"eval_steps_per_second": 1.075,
|
| 267 |
+
"step": 532
|
| 268 |
+
},
|
| 269 |
+
{
|
| 270 |
+
"epoch": 29.0,
|
| 271 |
+
"eval_accuracy": 0.9075,
|
| 272 |
+
"eval_loss": 1.693692684173584,
|
| 273 |
+
"eval_runtime": 12.0895,
|
| 274 |
+
"eval_samples_per_second": 33.087,
|
| 275 |
+
"eval_steps_per_second": 1.075,
|
| 276 |
+
"step": 551
|
| 277 |
+
},
|
| 278 |
+
{
|
| 279 |
+
"epoch": 30.0,
|
| 280 |
+
"eval_accuracy": 0.9075,
|
| 281 |
+
"eval_loss": 1.6929172277450562,
|
| 282 |
+
"eval_runtime": 12.2401,
|
| 283 |
+
"eval_samples_per_second": 32.679,
|
| 284 |
+
"eval_steps_per_second": 1.062,
|
| 285 |
+
"step": 570
|
| 286 |
+
}
|
| 287 |
+
],
|
| 288 |
+
"logging_steps": 500,
|
| 289 |
+
"max_steps": 570,
|
| 290 |
+
"num_train_epochs": 30,
|
| 291 |
+
"save_steps": 500,
|
| 292 |
+
"total_flos": 2.789911652548608e+18,
|
| 293 |
+
"trial_name": null,
|
| 294 |
+
"trial_params": null
|
| 295 |
+
}
|
checkpoint-570/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5f0614e4fdaad6820df7757770fc519503676b10e7b93c7e551c574d4c5f1b3
|
| 3 |
+
size 4091
|
config.json
ADDED
|
@@ -0,0 +1,48 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/vit-base-patch16-224-in21k",
|
| 3 |
+
"architectures": [
|
| 4 |
+
"ViTForImageClassification"
|
| 5 |
+
],
|
| 6 |
+
"attention_probs_dropout_prob": 0.0,
|
| 7 |
+
"encoder_stride": 16,
|
| 8 |
+
"hidden_act": "gelu",
|
| 9 |
+
"hidden_dropout_prob": 0.0,
|
| 10 |
+
"hidden_size": 768,
|
| 11 |
+
"id2label": {
|
| 12 |
+
"0": "SUV",
|
| 13 |
+
"1": "bus",
|
| 14 |
+
"2": "family sedan",
|
| 15 |
+
"3": "fire engine",
|
| 16 |
+
"4": "heavy truck",
|
| 17 |
+
"5": "jeep",
|
| 18 |
+
"6": "minibus",
|
| 19 |
+
"7": "racing car",
|
| 20 |
+
"8": "taxi",
|
| 21 |
+
"9": "truck"
|
| 22 |
+
},
|
| 23 |
+
"image_size": 224,
|
| 24 |
+
"initializer_range": 0.02,
|
| 25 |
+
"intermediate_size": 3072,
|
| 26 |
+
"label2id": {
|
| 27 |
+
"SUV": 0,
|
| 28 |
+
"bus": 1,
|
| 29 |
+
"family sedan": 2,
|
| 30 |
+
"fire engine": 3,
|
| 31 |
+
"heavy truck": 4,
|
| 32 |
+
"jeep": 5,
|
| 33 |
+
"minibus": 6,
|
| 34 |
+
"racing car": 7,
|
| 35 |
+
"taxi": 8,
|
| 36 |
+
"truck": 9
|
| 37 |
+
},
|
| 38 |
+
"layer_norm_eps": 1e-12,
|
| 39 |
+
"model_type": "vit",
|
| 40 |
+
"num_attention_heads": 12,
|
| 41 |
+
"num_channels": 3,
|
| 42 |
+
"num_hidden_layers": 12,
|
| 43 |
+
"patch_size": 16,
|
| 44 |
+
"problem_type": "single_label_classification",
|
| 45 |
+
"qkv_bias": true,
|
| 46 |
+
"torch_dtype": "float32",
|
| 47 |
+
"transformers_version": "4.35.0"
|
| 48 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:972c0ebb2d90a3663c14b2dc35f3dcba5c73e5dcdcf72b291cb5c8219d9cd278
|
| 3 |
+
size 343248584
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"do_normalize": true,
|
| 3 |
+
"do_rescale": true,
|
| 4 |
+
"do_resize": true,
|
| 5 |
+
"image_mean": [
|
| 6 |
+
0.5,
|
| 7 |
+
0.5,
|
| 8 |
+
0.5
|
| 9 |
+
],
|
| 10 |
+
"image_processor_type": "ViTImageProcessor",
|
| 11 |
+
"image_std": [
|
| 12 |
+
0.5,
|
| 13 |
+
0.5,
|
| 14 |
+
0.5
|
| 15 |
+
],
|
| 16 |
+
"resample": 2,
|
| 17 |
+
"rescale_factor": 0.00392156862745098,
|
| 18 |
+
"size": {
|
| 19 |
+
"height": 224,
|
| 20 |
+
"width": 224
|
| 21 |
+
}
|
| 22 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:c5f0614e4fdaad6820df7757770fc519503676b10e7b93c7e551c574d4c5f1b3
|
| 3 |
+
size 4091
|