NeuronZero
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Parent(s):
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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
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---
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tags:
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- autotrain
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- image-classification
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widget:
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/tiger.jpg
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example_title: Tiger
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/teapot.jpg
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example_title: Teapot
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- src: https://huggingface.co/datasets/mishig/sample_images/resolve/main/palace.jpg
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example_title: Palace
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datasets:
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- sartajbhuvaji/Brain-Tumor-Classification
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---
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# Model Trained Using AutoTrain
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- Problem type: Image Classification
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## Validation Metrics
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No validation metrics available
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checkpoint-450/config.json
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{
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"_name_or_path": "microsoft/swin-base-patch4-window7-224-in22k",
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"_num_labels": 4,
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"architectures": [
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"SwinForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"depths": [
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2,
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2,
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18,
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2
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],
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"drop_path_rate": 0.1,
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"embed_dim": 128,
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"encoder_stride": 32,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 1024,
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"id2label": {
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"0": "glioma_tumor",
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"1": "meningioma_tumor",
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"2": "no_tumor",
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"3": "pituitary_tumor"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"label2id": {
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"glioma_tumor": 0,
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"meningioma_tumor": 1,
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"no_tumor": 2,
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"pituitary_tumor": 3
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},
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"layer_norm_eps": 1e-05,
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"mlp_ratio": 4.0,
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"model_type": "swin",
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"num_channels": 3,
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"num_heads": [
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4,
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8,
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16,
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32
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],
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"num_layers": 4,
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"out_features": [
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"stage4"
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],
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"out_indices": [
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4
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],
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"patch_size": 4,
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"path_norm": true,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"stage_names": [
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"stem",
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"stage1",
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"stage2",
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"stage3",
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"stage4"
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],
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"torch_dtype": "float32",
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"transformers_version": "4.39.0",
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"use_absolute_embeddings": false,
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"window_size": 7
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}
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checkpoint-450/model.safetensors
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version https://git-lfs.github.com/spec/v1
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size 347507016
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checkpoint-450/optimizer.pt
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checkpoint-450/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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size 13990
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checkpoint-450/scheduler.pt
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size 1064
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checkpoint-450/trainer_state.json
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|
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}
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checkpoint-450/training_args.bin
ADDED
@@ -0,0 +1,3 @@
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1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:6cdb2f8f71607f374787e1fc5dc2a41f9ec2a880d55f5b0c5941c750740c9946
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3 |
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size 4920
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config.json
ADDED
@@ -0,0 +1,66 @@
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|
1 |
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{
|
2 |
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|
3 |
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"_num_labels": 4,
|
4 |
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"architectures": [
|
5 |
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"SwinForImageClassification"
|
6 |
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],
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|
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|
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|
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"1": "meningioma_tumor",
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"2": "no_tumor",
|
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"3": "pituitary_tumor"
|
25 |
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},
|
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|
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|
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|
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|
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|
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|
33 |
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},
|
34 |
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|
35 |
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|
36 |
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|
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|
41 |
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|
42 |
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32
|
43 |
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],
|
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|
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|
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|
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|
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4
|
50 |
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|
51 |
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|
52 |
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|
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"problem_type": "single_label_classification",
|
54 |
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|
55 |
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"stage_names": [
|
56 |
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"stem",
|
57 |
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"stage1",
|
58 |
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"stage2",
|
59 |
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"stage3",
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60 |
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"stage4"
|
61 |
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62 |
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"torch_dtype": "float32",
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|
64 |
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"use_absolute_embeddings": false,
|
65 |
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"window_size": 7
|
66 |
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model.safetensors
ADDED
@@ -0,0 +1,3 @@
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|
1 |
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version https://git-lfs.github.com/spec/v1
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oid sha256:8350bae2d69a0f757abcec1eb625852f70158166c989f9418b0c6ee529bea0f4
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size 347507016
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preprocessor_config.json
ADDED
@@ -0,0 +1,36 @@
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|
1 |
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{
|
2 |
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"_valid_processor_keys": [
|
3 |
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"images",
|
4 |
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"do_resize",
|
5 |
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"size",
|
6 |
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"resample",
|
7 |
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"do_rescale",
|
8 |
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"rescale_factor",
|
9 |
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"do_normalize",
|
10 |
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"image_mean",
|
11 |
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"image_std",
|
12 |
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"return_tensors",
|
13 |
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"data_format",
|
14 |
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"input_data_format"
|
15 |
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],
|
16 |
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|
17 |
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|
18 |
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|
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|
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|
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|
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|
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|
34 |
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"width": 224
|
35 |
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}
|
36 |
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}
|
training_args.bin
ADDED
@@ -0,0 +1,3 @@
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|
|
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|
|
|
|
1 |
+
version https://git-lfs.github.com/spec/v1
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oid sha256:6cdb2f8f71607f374787e1fc5dc2a41f9ec2a880d55f5b0c5941c750740c9946
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size 4920
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training_params.json
ADDED
@@ -0,0 +1,29 @@
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|
1 |
+
{
|
2 |
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"data_path": "sartajbhuvaji/Brain-Tumor-Classification",
|
3 |
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"model": "microsoft/swin-base-patch4-window7-224-in22k",
|
4 |
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"username": "NeuronZero",
|
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"lr": 5e-05,
|
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|
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|
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|
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"mixed_precision": "fp4",
|
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|
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"save_strategy": "epoch",
|
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"push_to_hub": true,
|
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"repo_id": "NeuronZero/MRI-Reader",
|
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"evaluation_strategy": "epoch",
|
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"image_column": "image",
|
27 |
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"target_column": "label",
|
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"log": "none"
|
29 |
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}
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