v0.1.0
Today we are pleased to announce the official release of Code-Generator v0.1.0. Code-Generator is a web application which can bootstrap quick-start Python code for common training tasks in deep learning. It is powered by PyTorch and PyTorch-Ignite with full of best practices.
Features
The codes are generated through the template files which are
- Distributed configurations ready (Multi-GPU, Multi-Node Single/Multi-GPU Training)
- Device agnostic (CPU, GPU, TPU)
- Full of features provided by PyTorch and PyTorch-Ignite (Checkpointing, Resuming, Ignite Handlers, Experiment Tracking Systems)
The following templates are available as part of v0.1.0 release:
- Image Classification
- Text Classification
- Generative Adversarial Network
- Single Model, Single Optimizer
Code-Generator is not an another abstraction over PyTorch and PyTorch-Ignite. It is a web app which generates the code which means you still have the full control over the generated code. You can start with the minimal template and enable or disable options according to your needs.
Trying It Out
- Go to Code-Generator web app.
- Configure the available options.
- Grab the codes.
- Solve the problems.