Upload folder using huggingface_hub
Browse files- README.md +22 -0
- checkpoint-450/config.json +66 -0
- checkpoint-450/model.safetensors +3 -0
- checkpoint-450/optimizer.pt +3 -0
- checkpoint-450/rng_state.pth +3 -0
- checkpoint-450/scheduler.pt +3 -0
- checkpoint-450/trainer_state.json +203 -0
- checkpoint-450/training_args.bin +3 -0
- config.json +66 -0
- model.safetensors +3 -0
- preprocessor_config.json +36 -0
- training_args.bin +3 -0
- training_params.json +29 -0
README.md
ADDED
|
@@ -0,0 +1,22 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
|
| 2 |
+
---
|
| 3 |
+
tags:
|
| 4 |
+
- autotrain
|
| 5 |
+
- image-classification
|
| 6 |
+
widget:
|
| 7 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
|
| 8 |
+
example_title: Tiger
|
| 9 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
|
| 10 |
+
example_title: Teapot
|
| 11 |
+
- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
|
| 12 |
+
example_title: Palace
|
| 13 |
+
datasets:
|
| 14 |
+
- sartajbhuvaji/Brain-Tumor-Classification
|
| 15 |
+
---
|
| 16 |
+
|
| 17 |
+
# Model Trained Using AutoTrain
|
| 18 |
+
|
| 19 |
+
- Problem type: Image Classification
|
| 20 |
+
|
| 21 |
+
## Validation Metrics
|
| 22 |
+
No validation metrics available
|
checkpoint-450/config.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/swin-base-patch4-window7-224-in22k",
|
| 3 |
+
"_num_labels": 4,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"SwinForImageClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.0,
|
| 8 |
+
"depths": [
|
| 9 |
+
2,
|
| 10 |
+
2,
|
| 11 |
+
18,
|
| 12 |
+
2
|
| 13 |
+
],
|
| 14 |
+
"drop_path_rate": 0.1,
|
| 15 |
+
"embed_dim": 128,
|
| 16 |
+
"encoder_stride": 32,
|
| 17 |
+
"hidden_act": "gelu",
|
| 18 |
+
"hidden_dropout_prob": 0.0,
|
| 19 |
+
"hidden_size": 1024,
|
| 20 |
+
"id2label": {
|
| 21 |
+
"0": "glioma_tumor",
|
| 22 |
+
"1": "meningioma_tumor",
|
| 23 |
+
"2": "no_tumor",
|
| 24 |
+
"3": "pituitary_tumor"
|
| 25 |
+
},
|
| 26 |
+
"image_size": 224,
|
| 27 |
+
"initializer_range": 0.02,
|
| 28 |
+
"label2id": {
|
| 29 |
+
"glioma_tumor": 0,
|
| 30 |
+
"meningioma_tumor": 1,
|
| 31 |
+
"no_tumor": 2,
|
| 32 |
+
"pituitary_tumor": 3
|
| 33 |
+
},
|
| 34 |
+
"layer_norm_eps": 1e-05,
|
| 35 |
+
"mlp_ratio": 4.0,
|
| 36 |
+
"model_type": "swin",
|
| 37 |
+
"num_channels": 3,
|
| 38 |
+
"num_heads": [
|
| 39 |
+
4,
|
| 40 |
+
8,
|
| 41 |
+
16,
|
| 42 |
+
32
|
| 43 |
+
],
|
| 44 |
+
"num_layers": 4,
|
| 45 |
+
"out_features": [
|
| 46 |
+
"stage4"
|
| 47 |
+
],
|
| 48 |
+
"out_indices": [
|
| 49 |
+
4
|
| 50 |
+
],
|
| 51 |
+
"patch_size": 4,
|
| 52 |
+
"path_norm": true,
|
| 53 |
+
"problem_type": "single_label_classification",
|
| 54 |
+
"qkv_bias": true,
|
| 55 |
+
"stage_names": [
|
| 56 |
+
"stem",
|
| 57 |
+
"stage1",
|
| 58 |
+
"stage2",
|
| 59 |
+
"stage3",
|
| 60 |
+
"stage4"
|
| 61 |
+
],
|
| 62 |
+
"torch_dtype": "float32",
|
| 63 |
+
"transformers_version": "4.39.0",
|
| 64 |
+
"use_absolute_embeddings": false,
|
| 65 |
+
"window_size": 7
|
| 66 |
+
}
|
checkpoint-450/model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8350bae2d69a0f757abcec1eb625852f70158166c989f9418b0c6ee529bea0f4
|
| 3 |
+
size 347507016
|
checkpoint-450/optimizer.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:b93891904bfdc8aab433a805eb9820687a4c09d851945fef6c3d3ac8b9fc3278
|
| 3 |
+
size 694322125
|
checkpoint-450/rng_state.pth
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:84293e35d03a603a6d01e01e41f9934374bf7ca96b7984c1399cf6683b873292
|
| 3 |
+
size 13990
|
checkpoint-450/scheduler.pt
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:7f2295262c8b0cd31776d8d5f370bfd4d7da47a787dc53758a73b3dbb54b80f3
|
| 3 |
+
size 1064
|
checkpoint-450/trainer_state.json
ADDED
|
@@ -0,0 +1,203 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"best_metric": null,
|
| 3 |
+
"best_model_checkpoint": null,
|
| 4 |
+
"epoch": 5.0,
|
| 5 |
+
"eval_steps": 500,
|
| 6 |
+
"global_step": 450,
|
| 7 |
+
"is_hyper_param_search": false,
|
| 8 |
+
"is_local_process_zero": true,
|
| 9 |
+
"is_world_process_zero": true,
|
| 10 |
+
"log_history": [
|
| 11 |
+
{
|
| 12 |
+
"epoch": 0.19,
|
| 13 |
+
"grad_norm": 8.953761100769043,
|
| 14 |
+
"learning_rate": 1.888888888888889e-05,
|
| 15 |
+
"loss": 1.3623,
|
| 16 |
+
"step": 17
|
| 17 |
+
},
|
| 18 |
+
{
|
| 19 |
+
"epoch": 0.38,
|
| 20 |
+
"grad_norm": 10.632478713989258,
|
| 21 |
+
"learning_rate": 3.777777777777778e-05,
|
| 22 |
+
"loss": 1.0225,
|
| 23 |
+
"step": 34
|
| 24 |
+
},
|
| 25 |
+
{
|
| 26 |
+
"epoch": 0.57,
|
| 27 |
+
"grad_norm": 16.316967010498047,
|
| 28 |
+
"learning_rate": 4.925925925925926e-05,
|
| 29 |
+
"loss": 0.6166,
|
| 30 |
+
"step": 51
|
| 31 |
+
},
|
| 32 |
+
{
|
| 33 |
+
"epoch": 0.76,
|
| 34 |
+
"grad_norm": 21.347354888916016,
|
| 35 |
+
"learning_rate": 4.7160493827160495e-05,
|
| 36 |
+
"loss": 0.5825,
|
| 37 |
+
"step": 68
|
| 38 |
+
},
|
| 39 |
+
{
|
| 40 |
+
"epoch": 0.94,
|
| 41 |
+
"grad_norm": 8.19096565246582,
|
| 42 |
+
"learning_rate": 4.506172839506173e-05,
|
| 43 |
+
"loss": 0.4259,
|
| 44 |
+
"step": 85
|
| 45 |
+
},
|
| 46 |
+
{
|
| 47 |
+
"epoch": 1.13,
|
| 48 |
+
"grad_norm": 12.711194038391113,
|
| 49 |
+
"learning_rate": 4.296296296296296e-05,
|
| 50 |
+
"loss": 0.2901,
|
| 51 |
+
"step": 102
|
| 52 |
+
},
|
| 53 |
+
{
|
| 54 |
+
"epoch": 1.32,
|
| 55 |
+
"grad_norm": 18.733543395996094,
|
| 56 |
+
"learning_rate": 4.0864197530864204e-05,
|
| 57 |
+
"loss": 0.2684,
|
| 58 |
+
"step": 119
|
| 59 |
+
},
|
| 60 |
+
{
|
| 61 |
+
"epoch": 1.51,
|
| 62 |
+
"grad_norm": 6.416273593902588,
|
| 63 |
+
"learning_rate": 3.876543209876544e-05,
|
| 64 |
+
"loss": 0.2797,
|
| 65 |
+
"step": 136
|
| 66 |
+
},
|
| 67 |
+
{
|
| 68 |
+
"epoch": 1.7,
|
| 69 |
+
"grad_norm": 4.896417617797852,
|
| 70 |
+
"learning_rate": 3.6666666666666666e-05,
|
| 71 |
+
"loss": 0.3023,
|
| 72 |
+
"step": 153
|
| 73 |
+
},
|
| 74 |
+
{
|
| 75 |
+
"epoch": 1.89,
|
| 76 |
+
"grad_norm": 17.5325984954834,
|
| 77 |
+
"learning_rate": 3.45679012345679e-05,
|
| 78 |
+
"loss": 0.2397,
|
| 79 |
+
"step": 170
|
| 80 |
+
},
|
| 81 |
+
{
|
| 82 |
+
"epoch": 2.08,
|
| 83 |
+
"grad_norm": 9.514878273010254,
|
| 84 |
+
"learning_rate": 3.2469135802469134e-05,
|
| 85 |
+
"loss": 0.2499,
|
| 86 |
+
"step": 187
|
| 87 |
+
},
|
| 88 |
+
{
|
| 89 |
+
"epoch": 2.27,
|
| 90 |
+
"grad_norm": 6.783230304718018,
|
| 91 |
+
"learning_rate": 3.037037037037037e-05,
|
| 92 |
+
"loss": 0.2137,
|
| 93 |
+
"step": 204
|
| 94 |
+
},
|
| 95 |
+
{
|
| 96 |
+
"epoch": 2.46,
|
| 97 |
+
"grad_norm": 9.813042640686035,
|
| 98 |
+
"learning_rate": 2.8271604938271606e-05,
|
| 99 |
+
"loss": 0.1946,
|
| 100 |
+
"step": 221
|
| 101 |
+
},
|
| 102 |
+
{
|
| 103 |
+
"epoch": 2.64,
|
| 104 |
+
"grad_norm": 4.386660099029541,
|
| 105 |
+
"learning_rate": 2.617283950617284e-05,
|
| 106 |
+
"loss": 0.2326,
|
| 107 |
+
"step": 238
|
| 108 |
+
},
|
| 109 |
+
{
|
| 110 |
+
"epoch": 2.83,
|
| 111 |
+
"grad_norm": 13.430244445800781,
|
| 112 |
+
"learning_rate": 2.4074074074074074e-05,
|
| 113 |
+
"loss": 0.1931,
|
| 114 |
+
"step": 255
|
| 115 |
+
},
|
| 116 |
+
{
|
| 117 |
+
"epoch": 3.02,
|
| 118 |
+
"grad_norm": 10.026385307312012,
|
| 119 |
+
"learning_rate": 2.1975308641975308e-05,
|
| 120 |
+
"loss": 0.1584,
|
| 121 |
+
"step": 272
|
| 122 |
+
},
|
| 123 |
+
{
|
| 124 |
+
"epoch": 3.21,
|
| 125 |
+
"grad_norm": 5.96959924697876,
|
| 126 |
+
"learning_rate": 1.9876543209876546e-05,
|
| 127 |
+
"loss": 0.1612,
|
| 128 |
+
"step": 289
|
| 129 |
+
},
|
| 130 |
+
{
|
| 131 |
+
"epoch": 3.4,
|
| 132 |
+
"grad_norm": 8.849898338317871,
|
| 133 |
+
"learning_rate": 1.777777777777778e-05,
|
| 134 |
+
"loss": 0.1843,
|
| 135 |
+
"step": 306
|
| 136 |
+
},
|
| 137 |
+
{
|
| 138 |
+
"epoch": 3.59,
|
| 139 |
+
"grad_norm": 4.787600517272949,
|
| 140 |
+
"learning_rate": 1.5679012345679014e-05,
|
| 141 |
+
"loss": 0.1395,
|
| 142 |
+
"step": 323
|
| 143 |
+
},
|
| 144 |
+
{
|
| 145 |
+
"epoch": 3.78,
|
| 146 |
+
"grad_norm": 5.98640251159668,
|
| 147 |
+
"learning_rate": 1.3580246913580247e-05,
|
| 148 |
+
"loss": 0.1351,
|
| 149 |
+
"step": 340
|
| 150 |
+
},
|
| 151 |
+
{
|
| 152 |
+
"epoch": 3.97,
|
| 153 |
+
"grad_norm": 8.119280815124512,
|
| 154 |
+
"learning_rate": 1.1481481481481482e-05,
|
| 155 |
+
"loss": 0.1626,
|
| 156 |
+
"step": 357
|
| 157 |
+
},
|
| 158 |
+
{
|
| 159 |
+
"epoch": 4.16,
|
| 160 |
+
"grad_norm": 7.947086334228516,
|
| 161 |
+
"learning_rate": 9.382716049382717e-06,
|
| 162 |
+
"loss": 0.1658,
|
| 163 |
+
"step": 374
|
| 164 |
+
},
|
| 165 |
+
{
|
| 166 |
+
"epoch": 4.34,
|
| 167 |
+
"grad_norm": 2.4981260299682617,
|
| 168 |
+
"learning_rate": 7.283950617283951e-06,
|
| 169 |
+
"loss": 0.1147,
|
| 170 |
+
"step": 391
|
| 171 |
+
},
|
| 172 |
+
{
|
| 173 |
+
"epoch": 4.53,
|
| 174 |
+
"grad_norm": 5.954956531524658,
|
| 175 |
+
"learning_rate": 5.185185185185185e-06,
|
| 176 |
+
"loss": 0.1295,
|
| 177 |
+
"step": 408
|
| 178 |
+
},
|
| 179 |
+
{
|
| 180 |
+
"epoch": 4.72,
|
| 181 |
+
"grad_norm": 9.320396423339844,
|
| 182 |
+
"learning_rate": 3.0864197530864196e-06,
|
| 183 |
+
"loss": 0.1309,
|
| 184 |
+
"step": 425
|
| 185 |
+
},
|
| 186 |
+
{
|
| 187 |
+
"epoch": 4.91,
|
| 188 |
+
"grad_norm": 9.413307189941406,
|
| 189 |
+
"learning_rate": 9.876543209876544e-07,
|
| 190 |
+
"loss": 0.095,
|
| 191 |
+
"step": 442
|
| 192 |
+
}
|
| 193 |
+
],
|
| 194 |
+
"logging_steps": 17,
|
| 195 |
+
"max_steps": 450,
|
| 196 |
+
"num_input_tokens_seen": 0,
|
| 197 |
+
"num_train_epochs": 5,
|
| 198 |
+
"save_steps": 500,
|
| 199 |
+
"total_flos": 1.1242852922068992e+18,
|
| 200 |
+
"train_batch_size": 32,
|
| 201 |
+
"trial_name": null,
|
| 202 |
+
"trial_params": null
|
| 203 |
+
}
|
checkpoint-450/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6cdb2f8f71607f374787e1fc5dc2a41f9ec2a880d55f5b0c5941c750740c9946
|
| 3 |
+
size 4920
|
config.json
ADDED
|
@@ -0,0 +1,66 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_name_or_path": "microsoft/swin-base-patch4-window7-224-in22k",
|
| 3 |
+
"_num_labels": 4,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"SwinForImageClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.0,
|
| 8 |
+
"depths": [
|
| 9 |
+
2,
|
| 10 |
+
2,
|
| 11 |
+
18,
|
| 12 |
+
2
|
| 13 |
+
],
|
| 14 |
+
"drop_path_rate": 0.1,
|
| 15 |
+
"embed_dim": 128,
|
| 16 |
+
"encoder_stride": 32,
|
| 17 |
+
"hidden_act": "gelu",
|
| 18 |
+
"hidden_dropout_prob": 0.0,
|
| 19 |
+
"hidden_size": 1024,
|
| 20 |
+
"id2label": {
|
| 21 |
+
"0": "glioma_tumor",
|
| 22 |
+
"1": "meningioma_tumor",
|
| 23 |
+
"2": "no_tumor",
|
| 24 |
+
"3": "pituitary_tumor"
|
| 25 |
+
},
|
| 26 |
+
"image_size": 224,
|
| 27 |
+
"initializer_range": 0.02,
|
| 28 |
+
"label2id": {
|
| 29 |
+
"glioma_tumor": 0,
|
| 30 |
+
"meningioma_tumor": 1,
|
| 31 |
+
"no_tumor": 2,
|
| 32 |
+
"pituitary_tumor": 3
|
| 33 |
+
},
|
| 34 |
+
"layer_norm_eps": 1e-05,
|
| 35 |
+
"mlp_ratio": 4.0,
|
| 36 |
+
"model_type": "swin",
|
| 37 |
+
"num_channels": 3,
|
| 38 |
+
"num_heads": [
|
| 39 |
+
4,
|
| 40 |
+
8,
|
| 41 |
+
16,
|
| 42 |
+
32
|
| 43 |
+
],
|
| 44 |
+
"num_layers": 4,
|
| 45 |
+
"out_features": [
|
| 46 |
+
"stage4"
|
| 47 |
+
],
|
| 48 |
+
"out_indices": [
|
| 49 |
+
4
|
| 50 |
+
],
|
| 51 |
+
"patch_size": 4,
|
| 52 |
+
"path_norm": true,
|
| 53 |
+
"problem_type": "single_label_classification",
|
| 54 |
+
"qkv_bias": true,
|
| 55 |
+
"stage_names": [
|
| 56 |
+
"stem",
|
| 57 |
+
"stage1",
|
| 58 |
+
"stage2",
|
| 59 |
+
"stage3",
|
| 60 |
+
"stage4"
|
| 61 |
+
],
|
| 62 |
+
"torch_dtype": "float32",
|
| 63 |
+
"transformers_version": "4.39.0",
|
| 64 |
+
"use_absolute_embeddings": false,
|
| 65 |
+
"window_size": 7
|
| 66 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:8350bae2d69a0f757abcec1eb625852f70158166c989f9418b0c6ee529bea0f4
|
| 3 |
+
size 347507016
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,36 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"_valid_processor_keys": [
|
| 3 |
+
"images",
|
| 4 |
+
"do_resize",
|
| 5 |
+
"size",
|
| 6 |
+
"resample",
|
| 7 |
+
"do_rescale",
|
| 8 |
+
"rescale_factor",
|
| 9 |
+
"do_normalize",
|
| 10 |
+
"image_mean",
|
| 11 |
+
"image_std",
|
| 12 |
+
"return_tensors",
|
| 13 |
+
"data_format",
|
| 14 |
+
"input_data_format"
|
| 15 |
+
],
|
| 16 |
+
"do_normalize": true,
|
| 17 |
+
"do_rescale": true,
|
| 18 |
+
"do_resize": true,
|
| 19 |
+
"image_mean": [
|
| 20 |
+
0.485,
|
| 21 |
+
0.456,
|
| 22 |
+
0.406
|
| 23 |
+
],
|
| 24 |
+
"image_processor_type": "ViTImageProcessor",
|
| 25 |
+
"image_std": [
|
| 26 |
+
0.229,
|
| 27 |
+
0.224,
|
| 28 |
+
0.225
|
| 29 |
+
],
|
| 30 |
+
"resample": 3,
|
| 31 |
+
"rescale_factor": 0.00392156862745098,
|
| 32 |
+
"size": {
|
| 33 |
+
"height": 224,
|
| 34 |
+
"width": 224
|
| 35 |
+
}
|
| 36 |
+
}
|
training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
version https://git-lfs.github.com/spec/v1
|
| 2 |
+
oid sha256:6cdb2f8f71607f374787e1fc5dc2a41f9ec2a880d55f5b0c5941c750740c9946
|
| 3 |
+
size 4920
|
training_params.json
ADDED
|
@@ -0,0 +1,29 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "sartajbhuvaji/Brain-Tumor-Classification",
|
| 3 |
+
"model": "microsoft/swin-base-patch4-window7-224-in22k",
|
| 4 |
+
"username": "NeuronZero",
|
| 5 |
+
"lr": 5e-05,
|
| 6 |
+
"epochs": 5,
|
| 7 |
+
"batch_size": 32,
|
| 8 |
+
"warmup_ratio": 0.1,
|
| 9 |
+
"gradient_accumulation": 1,
|
| 10 |
+
"optimizer": "adamw_torch",
|
| 11 |
+
"scheduler": "linear",
|
| 12 |
+
"weight_decay": 0.0,
|
| 13 |
+
"max_grad_norm": 1.0,
|
| 14 |
+
"seed": 42,
|
| 15 |
+
"train_split": "Training",
|
| 16 |
+
"valid_split": null,
|
| 17 |
+
"logging_steps": -1,
|
| 18 |
+
"project_name": "MRI-Reader",
|
| 19 |
+
"auto_find_batch_size": false,
|
| 20 |
+
"mixed_precision": "fp4",
|
| 21 |
+
"save_total_limit": 1,
|
| 22 |
+
"save_strategy": "epoch",
|
| 23 |
+
"push_to_hub": true,
|
| 24 |
+
"repo_id": "NeuronZero/MRI-Reader",
|
| 25 |
+
"evaluation_strategy": "epoch",
|
| 26 |
+
"image_column": "image",
|
| 27 |
+
"target_column": "label",
|
| 28 |
+
"log": "none"
|
| 29 |
+
}
|