|
---
|
|
license: apache-2.0
|
|
base_model: microsoft/resnet-152
|
|
tags:
|
|
- generated_from_trainer
|
|
model-index:
|
|
- name: SkinCancerClassifier_Plain-V0
|
|
results: []
|
|
---
|
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
|
|
should probably proofread and complete it, then remove this comment. -->
|
|
|
|
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/jhoppanne-myself/finalProject/runs/yef3opr5)
|
|
[<img src="https://raw.githubusercontent.com/wandb/assets/main/wandb-github-badge-28.svg" alt="Visualize in Weights & Biases" width="200" height="32"/>](https://wandb.ai/jhoppanne-myself/finalProject/runs/yef3opr5)
|
|
# SkinCancerClassifier_Plain-V0
|
|
|
|
This model is a fine-tuned version of [microsoft/resnet-152](https://huggingface.co./microsoft/resnet-152) on the None dataset.
|
|
It achieves the following results on the evaluation set:
|
|
- eval_loss: 3.2075
|
|
- eval_accuracy: 0.6083
|
|
- eval_runtime: 1.756
|
|
- eval_samples_per_second: 136.671
|
|
- eval_steps_per_second: 4.556
|
|
- epoch: 250.6
|
|
- step: 7518
|
|
|
|
## Model description
|
|
|
|
More information needed
|
|
|
|
## Intended uses & limitations
|
|
|
|
More information needed
|
|
|
|
## Training and evaluation data
|
|
|
|
More information needed
|
|
|
|
## Training procedure
|
|
|
|
### Training hyperparameters
|
|
|
|
The following hyperparameters were used during training:
|
|
- learning_rate: 5e-05
|
|
- train_batch_size: 32
|
|
- eval_batch_size: 32
|
|
- seed: 42
|
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
|
|
- lr_scheduler_type: linear
|
|
- num_epochs: 500
|
|
|
|
### Framework versions
|
|
|
|
- Transformers 4.42.2
|
|
- Pytorch 2.3.0
|
|
- Datasets 2.15.0
|
|
- Tokenizers 0.19.1
|
|
|
