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ai-project-template's Introduction

Project Structure

├── LICENSE
├── README.md
├── env_check.py
├── train.py
├── val.py
├── test.py
├── visual.py
├── data
│   ├── data_temp
│   ├── ds1
│   ├── ds2
│   └── ds3
├── model
│   ├── model1
│   ├── model2
│   └── model3
├── log
│   ├── ds1_model1_test.log
│   ├── ds1_model1_train.log
│   └── ds1_model1_val.log
└── output
    ├── ds1_model1.out
    └── ds1_model2.out

Environment Configuration

  • windows or linux
  • cuda, cudnn, pytorch-gpu
  • conda:
    • create new virtual Python environment
    • install required packages
conda create -n venv python=3.10
conda activate venv
pip install torch==2.0.1+cu117 -f https://download.pytorch.org/whl/torch_stable.html

Model

Model details.

Training & Validating & Testing

Process of model experiment.

Visualization

Visualization of training process & model performance.

Analysis

Analysis & Future work of experiment results.

ai-project-template's People

Contributors

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