End of training
Browse files- README.md +48 -0
- config.json +61 -0
- preprocessor_config.json +23 -0
- pytorch_model.bin +3 -0
- training_args.bin +3 -0
README.md
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---
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license: apache-2.0
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base_model: microsoft/resnet-18
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tags:
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- generated_from_trainer
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model-index:
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- name: resnet18-food-classifier
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results: []
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---
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<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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should probably proofread and complete it, then remove this comment. -->
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# resnet18-food-classifier
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This model is a fine-tuned version of [microsoft/resnet-18](https://huggingface.co/microsoft/resnet-18) on an unknown dataset.
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## Model description
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More information needed
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## Intended uses & limitations
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More information needed
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## Training and evaluation data
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More information needed
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## Training procedure
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### Training hyperparameters
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The following hyperparameters were used during training:
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- learning_rate: 5e-05
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- train_batch_size: 8
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- eval_batch_size: 8
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- seed: 42
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- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
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- lr_scheduler_type: linear
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- num_epochs: 3.0
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### Framework versions
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- Transformers 4.34.0
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- Pytorch 2.0.1+cu118
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- Datasets 2.14.5
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- Tokenizers 0.14.1
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config.json
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{
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"_name_or_path": "microsoft/resnet-18",
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"architectures": [
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"ResNetForImageClassification"
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],
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"depths": [
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2,
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2,
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2,
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2
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],
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"downsample_in_first_stage": false,
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"embedding_size": 64,
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"hidden_act": "relu",
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"hidden_sizes": [
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64,
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128,
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256,
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512
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],
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"id2label": {
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"0": "ayam_goreng",
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"1": "ayam_pop",
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"2": "daging_rendang",
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"3": "dendeng_batokok",
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"4": "gulai_ikan",
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"5": "gulai_tambusu",
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"6": "gulai_tunjang",
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"7": "telur_balado",
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"8": "telur_dadar"
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},
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"label2id": {
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"ayam_goreng": 0,
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"ayam_pop": 1,
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"daging_rendang": 2,
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"dendeng_batokok": 3,
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"gulai_ikan": 4,
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"gulai_tambusu": 5,
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"gulai_tunjang": 6,
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"telur_balado": 7,
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"telur_dadar": 8
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},
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"layer_type": "basic",
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"model_type": "resnet",
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"num_channels": 3,
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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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"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": "4.34.0"
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}
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preprocessor_config.json
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{
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"crop_pct": 0.875,
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"do_normalize": true,
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"do_rescale": true,
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"do_resize": true,
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"feature_extractor_type": "ConvNextFeatureExtractor",
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"image_mean": [
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0.485,
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0.456,
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0.406
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],
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"image_processor_type": "ConvNextFeatureExtractor",
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"image_std": [
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0.229,
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0.224,
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0.225
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],
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"resample": 3,
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"rescale_factor": 0.00392156862745098,
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"size": {
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"shortest_edge": 224
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}
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}
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pytorch_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:624c69476e98ab20a7c94b1b6c3d537413b05378a4e7fb4ed58cc95eaf541fc2
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size 44805941
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training_args.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:db3ff0bc434adb775742932a3969a9727d271f295de09b80621b94a8516a9a84
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size 4091
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