End of training
Browse files- README.md +3 -1
- all_results.json +18 -0
- eval_results.json +14 -0
- runs/Jan29_14-38-08_gpu-1-102.local/events.out.tfevents.1706564422.gpu-1-102.local.3041.1 +3 -0
- train_results.json +7 -0
- trainer_state.json +0 -0
README.md
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license: other
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base_model: nvidia/mit-b0
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tags:
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- generated_from_trainer
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model-index:
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- name: segformer-finetuned-biofilm
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# segformer-finetuned-biofilm
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on
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It achieves the following results on the evaluation set:
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- Loss: 0.3028
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- Mean Iou: 0.3319
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license: other
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base_model: nvidia/mit-b0
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tags:
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- image-segmentation
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- vision
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- generated_from_trainer
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model-index:
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- name: segformer-finetuned-biofilm
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# segformer-finetuned-biofilm
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This model is a fine-tuned version of [nvidia/mit-b0](https://huggingface.co/nvidia/mit-b0) on the heroza/biofilm dataset.
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It achieves the following results on the evaluation set:
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- Loss: 0.3028
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- Mean Iou: 0.3319
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all_results.json
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{
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"epoch": 588.24,
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"eval_accuracy_background": NaN,
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"eval_accuracy_biofilm": 0.6637877137846655,
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"eval_iou_background": 0.0,
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"eval_iou_biofilm": 0.6637877137846655,
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"eval_loss": 0.30277425050735474,
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"eval_mean_accuracy": 0.6637877137846655,
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"eval_mean_iou": 0.33189385689233275,
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"eval_overall_accuracy": 0.6637877137846655,
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"eval_runtime": 31.0702,
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"eval_samples_per_second": 1.062,
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"eval_steps_per_second": 0.161,
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"train_loss": 0.09432867639064789,
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"train_runtime": 25291.9043,
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"train_samples_per_second": 3.163,
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"train_steps_per_second": 0.395
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}
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eval_results.json
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{
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"epoch": 588.24,
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"eval_accuracy_background": NaN,
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"eval_accuracy_biofilm": 0.6637877137846655,
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"eval_iou_background": 0.0,
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"eval_iou_biofilm": 0.6637877137846655,
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"eval_loss": 0.30277425050735474,
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"eval_mean_accuracy": 0.6637877137846655,
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"eval_mean_iou": 0.33189385689233275,
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"eval_overall_accuracy": 0.6637877137846655,
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"eval_runtime": 31.0702,
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"eval_samples_per_second": 1.062,
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"eval_steps_per_second": 0.161
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}
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runs/Jan29_14-38-08_gpu-1-102.local/events.out.tfevents.1706564422.gpu-1-102.local.3041.1
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version https://git-lfs.github.com/spec/v1
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oid sha256:72fd1b18882e69d02fb9305ec74125b5bd653728f8cac6dc7daaab85fe4a1ce2
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size 764
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train_results.json
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{
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"epoch": 588.24,
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"train_loss": 0.09432867639064789,
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"train_runtime": 25291.9043,
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"train_samples_per_second": 3.163,
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"train_steps_per_second": 0.395
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}
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trainer_state.json
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