todo
Sidney Batchelder edited this page Jun 24, 2022
·
2 revisions
- pages in the sidebar with ⊛
- neutson_net
--batch-size
and--loaders
flags / usage page - neuston_onnx page
- TRAIN Update --metadata from dev to main branch + include in wiki
- TRAIN Letterboxing to maintain image ratio while resizing
- TRAIN transfer learning
- inference improvements (eg speedups)
- float16/int8 model output options
- reduce pytorch overhead
- standardizing to onnx (portability)
- automatic plot generation for TRAIN and RUN
- tools for comparing model performance
- comparative validation performance plots and summaries
- framework for running multiple models for comparison
- Creation of a common "test set" per Dataset
- automated and improved dupes training/feedback
- unit testing 🙃
- Overview
- Installation
- local
- whoi hpc
- Training a Model
- Running a Model
- Utilities
- SLURM SBATCH Tool ⊛
- Dupes Training ⊛
- Tips
- HPC Patch Notes