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Browse files- README.md +42 -0
- checkpoint-138/config.json +39 -0
- checkpoint-138/model.safetensors +3 -0
- checkpoint-138/optimizer.pt +3 -0
- checkpoint-138/rng_state.pth +3 -0
- checkpoint-138/scheduler.pt +3 -0
- checkpoint-138/trainer_state.json +177 -0
- checkpoint-138/training_args.bin +3 -0
- config.json +39 -0
- model.safetensors +3 -0
- preprocessor_config.json +22 -0
- training_args.bin +3 -0
- training_params.json +28 -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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- abhishek/autotrain-data-wf85-h28o-tffz2
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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 Metricsg
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loss: nan
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f1_macro: 0.06153846153846154
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f1_micro: 0.18181818181818182
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f1_weighted: 0.055944055944055944
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precision_macro: 0.03636363636363636
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precision_micro: 0.18181818181818182
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precision_weighted: 0.03305785123966942
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recall_macro: 0.2
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recall_micro: 0.18181818181818182
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recall_weighted: 0.18181818181818182
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accuracy: 0.18181818181818182
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checkpoint-138/config.json
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{
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"_name_or_path": "google/vit-base-patch16-224",
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"_num_labels": 5,
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"architectures": [
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"ViTForImageClassification"
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],
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"attention_probs_dropout_prob": 0.0,
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"encoder_stride": 16,
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"hidden_act": "gelu",
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"hidden_dropout_prob": 0.0,
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"hidden_size": 768,
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"id2label": {
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"0": "daisy",
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"1": "dandelion",
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"2": "rose",
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"3": "sunflower",
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"4": "tulip"
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},
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"image_size": 224,
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"initializer_range": 0.02,
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"intermediate_size": 3072,
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"label2id": {
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"daisy": 0,
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"dandelion": 1,
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"rose": 2,
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"sunflower": 3,
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"tulip": 4
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},
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"layer_norm_eps": 1e-12,
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"model_type": "vit",
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"num_attention_heads": 12,
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"num_channels": 3,
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"num_hidden_layers": 12,
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"patch_size": 16,
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"problem_type": "single_label_classification",
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"qkv_bias": true,
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"torch_dtype": "float32",
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"transformers_version": "4.36.1"
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}
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checkpoint-138/model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:d31e806add06bf579fb06df49955274cb273fd07791f27e6d499f30cc870ac89
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size 343233204
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checkpoint-138/optimizer.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:b80350a4aff45b9ee5160cb3495b181c1f342a7e1dcf39df58fd350d652959a2
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size 1640
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checkpoint-138/rng_state.pth
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version https://git-lfs.github.com/spec/v1
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oid sha256:c0f114b2f8139d5b4a4cae89b060e426c896fe903b3ecd1246c31df367ed83ba
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size 14244
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checkpoint-138/scheduler.pt
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version https://git-lfs.github.com/spec/v1
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oid sha256:545d01d7070bc2d6047261c14171508df2ebf19a743125fc626749172ad01456
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size 1064
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checkpoint-138/trainer_state.json
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],
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|
| 171 |
+
"num_train_epochs": 1,
|
| 172 |
+
"save_steps": 500,
|
| 173 |
+
"total_flos": 1.7017698479807693e+17,
|
| 174 |
+
"train_batch_size": 16,
|
| 175 |
+
"trial_name": null,
|
| 176 |
+
"trial_params": null
|
| 177 |
+
}
|
checkpoint-138/training_args.bin
ADDED
|
@@ -0,0 +1,3 @@
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| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:3a3fcf3171b960e13d7d40d90dc3f070a51f49bdbb3fe5cd5478610bf6c90d16
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| 3 |
+
size 4728
|
config.json
ADDED
|
@@ -0,0 +1,39 @@
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| 1 |
+
{
|
| 2 |
+
"_name_or_path": "google/vit-base-patch16-224",
|
| 3 |
+
"_num_labels": 5,
|
| 4 |
+
"architectures": [
|
| 5 |
+
"ViTForImageClassification"
|
| 6 |
+
],
|
| 7 |
+
"attention_probs_dropout_prob": 0.0,
|
| 8 |
+
"encoder_stride": 16,
|
| 9 |
+
"hidden_act": "gelu",
|
| 10 |
+
"hidden_dropout_prob": 0.0,
|
| 11 |
+
"hidden_size": 768,
|
| 12 |
+
"id2label": {
|
| 13 |
+
"0": "daisy",
|
| 14 |
+
"1": "dandelion",
|
| 15 |
+
"2": "rose",
|
| 16 |
+
"3": "sunflower",
|
| 17 |
+
"4": "tulip"
|
| 18 |
+
},
|
| 19 |
+
"image_size": 224,
|
| 20 |
+
"initializer_range": 0.02,
|
| 21 |
+
"intermediate_size": 3072,
|
| 22 |
+
"label2id": {
|
| 23 |
+
"daisy": 0,
|
| 24 |
+
"dandelion": 1,
|
| 25 |
+
"rose": 2,
|
| 26 |
+
"sunflower": 3,
|
| 27 |
+
"tulip": 4
|
| 28 |
+
},
|
| 29 |
+
"layer_norm_eps": 1e-12,
|
| 30 |
+
"model_type": "vit",
|
| 31 |
+
"num_attention_heads": 12,
|
| 32 |
+
"num_channels": 3,
|
| 33 |
+
"num_hidden_layers": 12,
|
| 34 |
+
"patch_size": 16,
|
| 35 |
+
"problem_type": "single_label_classification",
|
| 36 |
+
"qkv_bias": true,
|
| 37 |
+
"torch_dtype": "float32",
|
| 38 |
+
"transformers_version": "4.36.1"
|
| 39 |
+
}
|
model.safetensors
ADDED
|
@@ -0,0 +1,3 @@
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|
| 1 |
+
version https://git-lfs.github.com/spec/v1
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| 2 |
+
oid sha256:d31e806add06bf579fb06df49955274cb273fd07791f27e6d499f30cc870ac89
|
| 3 |
+
size 343233204
|
preprocessor_config.json
ADDED
|
@@ -0,0 +1,22 @@
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|
| 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
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| 2 |
+
oid sha256:3a3fcf3171b960e13d7d40d90dc3f070a51f49bdbb3fe5cd5478610bf6c90d16
|
| 3 |
+
size 4728
|
training_params.json
ADDED
|
@@ -0,0 +1,28 @@
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|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
{
|
| 2 |
+
"data_path": "abhishek/autotrain-data-wf85-h28o-tffz2",
|
| 3 |
+
"model": "google/vit-base-patch16-224",
|
| 4 |
+
"lr": 3e-05,
|
| 5 |
+
"epochs": 1,
|
| 6 |
+
"batch_size": 16,
|
| 7 |
+
"warmup_ratio": 0.1,
|
| 8 |
+
"gradient_accumulation": 1,
|
| 9 |
+
"optimizer": "adamw_torch",
|
| 10 |
+
"scheduler": "linear",
|
| 11 |
+
"weight_decay": 0.0,
|
| 12 |
+
"max_grad_norm": 1.0,
|
| 13 |
+
"seed": 42,
|
| 14 |
+
"train_split": "train",
|
| 15 |
+
"valid_split": "validation",
|
| 16 |
+
"logging_steps": -1,
|
| 17 |
+
"project_name": "/tmp/model",
|
| 18 |
+
"auto_find_batch_size": false,
|
| 19 |
+
"mixed_precision": "fp16",
|
| 20 |
+
"save_total_limit": 1,
|
| 21 |
+
"save_strategy": "epoch",
|
| 22 |
+
"push_to_hub": true,
|
| 23 |
+
"repo_id": "abhishek/wf85-h28o-tffz2-0",
|
| 24 |
+
"evaluation_strategy": "epoch",
|
| 25 |
+
"image_column": "autotrain_image",
|
| 26 |
+
"target_column": "autotrain_label",
|
| 27 |
+
"log": "none"
|
| 28 |
+
}
|