Stonesjtu / pytorch_memlab
Profiling and inspecting memory in pytorch
☆1,018Updated 3 months ago
Related projects ⓘ
Alternatives and complementary repositories for pytorch_memlab
- PyTorch layer-by-layer model profiler☆608Updated 3 years ago
- Type annotations and dynamic checking for a tensor's shape, dtype, names, etc.☆1,402Updated 3 months ago
- Estimates the size of a PyTorch model in memory☆352Updated 4 years ago
- functorch is JAX-like composable function transforms for PyTorch.☆1,394Updated this week
- Fast, differentiable sorting and ranking in PyTorch☆775Updated 10 months ago
- Experimental ground for optimizing memory of pytorch models☆360Updated 6 years ago
- PyTorch Extension Library of Optimized Scatter Operations☆1,557Updated 2 months ago
- Toolbox of models, callbacks, and datasets for AI/ML researchers.☆1,691Updated this week
- torch-optimizer -- collection of optimizers for Pytorch☆3,040Updated 7 months ago
- Code snippets created for the PyTorch discussion board☆543Updated 3 years ago
- A GPU performance profiling tool for PyTorch models☆493Updated 3 years ago
- Tutorial for building a custom CUDA function for Pytorch☆513Updated 5 years ago
- Standalone TFRecord reader/writer with PyTorch data loaders☆863Updated 2 months ago
- Pytorch library for fast transformer implementations☆1,642Updated last year
- A GPipe implementation in PyTorch☆814Updated 3 months ago
- Pytorch Lightning code guideline for conferences☆1,240Updated last year
- higher is a pytorch library allowing users to obtain higher order gradients over losses spanning training loops rather than individual tr…☆1,589Updated 2 years ago
- Python 3.8+ toolbox for submitting jobs to Slurm☆1,300Updated last month
- Machine learning metrics for distributed, scalable PyTorch applications.☆2,133Updated this week
- Fast Block Sparse Matrices for Pytorch☆545Updated 3 years ago
- Library for 8-bit optimizers and quantization routines.☆714Updated 2 years ago
- A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.☆2,303Updated last month
- KErnel OPerationS, on CPUs and GPUs, with autodiff and without memory overflows☆1,054Updated this week
- A PyTorch repo for data loading and utilities to be shared by the PyTorch domain libraries.☆1,131Updated this week
- PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations☆1,009Updated 2 months ago
- Fast Differentiable Sorting and Ranking☆573Updated 8 months ago
- PyTorch Boilerplate For Research☆603Updated 2 years ago
- Cockpit: A Practical Debugging Tool for Training Deep Neural Networks☆474Updated 2 years ago
- PyTorch extensions for high performance and large scale training.☆3,187Updated 2 months ago
- A tool for enriching the output of nvidia-smi.☆540Updated 7 months ago