pushed
Browse files- README.md +8 -5
- all_results.json +13 -0
- eval_results.json +8 -0
- runs/Jun24_19-42-22_767d8747c60d/events.out.tfevents.1719259057.767d8747c60d.4434.5 +3 -0
- train_results.json +8 -0
- trainer_state.json +3370 -0
README.md
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---
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tags:
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- generated_from_trainer
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datasets:
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- imagefolder
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name: Image Classification
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type: image-classification
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dataset:
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name:
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type: imagefolder
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config: default
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split: train
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metrics:
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- name: Accuracy
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type: accuracy
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-
value: 0.
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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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# vit_epochs5_batch32_lr5e-05_size224_tiles10_seed1_q3_dropout_v2
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This model
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It achieves the following results on the evaluation set:
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-
- Loss: 0.
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-
- Accuracy: 0.
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## Model description
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---
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license: apache-2.0
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base_model: google/vit-base-patch16-224-in21k
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tags:
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- image-classification
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- generated_from_trainer
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datasets:
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- imagefolder
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name: Image Classification
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type: image-classification
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dataset:
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name: Dogs_vs_Cats
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type: imagefolder
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config: default
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split: train
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metrics:
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- name: Accuracy
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type: accuracy
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+
value: 0.9413333333333334
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---
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| 29 |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# vit_epochs5_batch32_lr5e-05_size224_tiles10_seed1_q3_dropout_v2
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This model is a fine-tuned version of [google/vit-base-patch16-224-in21k](https://huggingface.co/google/vit-base-patch16-224-in21k) on the Dogs_vs_Cats dataset.
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It achieves the following results on the evaluation set:
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+
- Loss: 0.1562
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- Accuracy: 0.9413
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## Model description
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all_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9413333333333334,
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"eval_loss": 0.15615242719650269,
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+
"eval_runtime": 20.3082,
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+
"eval_samples_per_second": 184.654,
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+
"eval_steps_per_second": 5.81,
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+
"total_flos": 5.8118992210944e+18,
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+
"train_loss": 0.05667482007509356,
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+
"train_runtime": 875.2593,
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+
"train_samples_per_second": 85.689,
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"train_steps_per_second": 2.679
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}
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eval_results.json
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{
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"epoch": 5.0,
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"eval_accuracy": 0.9413333333333334,
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"eval_loss": 0.15615242719650269,
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"eval_runtime": 20.3082,
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"eval_samples_per_second": 184.654,
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"eval_steps_per_second": 5.81
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}
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runs/Jun24_19-42-22_767d8747c60d/events.out.tfevents.1719259057.767d8747c60d.4434.5
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version https://git-lfs.github.com/spec/v1
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oid sha256:20bec1610a6cd1a80496cbc9e74c295c5cbf1722f3fd8be1f66bb3c852856884
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size 411
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train_results.json
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{
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"epoch": 5.0,
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"total_flos": 5.8118992210944e+18,
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+
"train_loss": 0.05667482007509356,
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+
"train_runtime": 875.2593,
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+
"train_samples_per_second": 85.689,
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"train_steps_per_second": 2.679
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}
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trainer_state.json
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