ppwwyyxx / RAM-multiprocess-dataloader
Demystify RAM Usage in Multi-Process Data Loaders
☆180Updated last year
Related projects ⓘ
Alternatives and complementary repositories for RAM-multiprocess-dataloader
- Slicing a PyTorch Tensor Into Parallel Shards☆296Updated 3 years ago
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆216Updated last week
- Implementation of a Transformer, but completely in Triton☆249Updated 2 years ago
- A LARS implementation in PyTorch☆335Updated 4 years ago
- The C++ Standard Template Library (STL) for Python.☆23Updated last year
- Accelerate training by storing parameters in one contiguous chunk of memory.☆291Updated 4 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆207Updated last year
- A GPU performance profiling tool for PyTorch models☆495Updated 3 years ago
- A CPU+GPU Profiling library that provides access to timeline traces and hardware performance counters.☆734Updated this week
- A general and accurate MACs / FLOPs profiler for PyTorch models☆571Updated 6 months ago
- Estimate/count FLOPS for a given neural network using pytorch☆304Updated 2 years ago
- Helpful tools and examples for working with flex-attention☆469Updated 3 weeks ago
- MONeT framework for reducing memory consumption of DNN training☆173Updated 3 years ago
- Implementation of a memory efficient multi-head attention as proposed in the paper, "Self-attention Does Not Need O(n²) Memory"☆360Updated last year
- ☆156Updated last year
- Batch computation of the linear assignment problem on GPU.☆42Updated last week
- Pipeline Parallelism for PyTorch☆726Updated 2 months ago
- Official PyTorch Implementation of Long-Short Transformer (NeurIPS 2021).☆222Updated 2 years ago
- Named tensors with first-class dimensions for PyTorch☆322Updated last year
- Examples for the WebDataset PyTorch Dataset Library☆47Updated 3 years ago
- torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters i…☆175Updated last week
- Code release for "Dropout Reduces Underfitting"☆312Updated last year
- [Prototype] Tools for the concurrent manipulation of variably sized Tensors.☆253Updated 2 years ago
- Official repository for "Revisiting Weakly Supervised Pre-Training of Visual Perception Models". https://arxiv.org/abs/2201.08371.☆173Updated 2 years ago
- ActNN: Reducing Training Memory Footprint via 2-Bit Activation Compressed Training☆201Updated last year
- Torch Distributed Experimental☆116Updated 3 months ago
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆208Updated this week
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆406Updated last month
- This repository contains the experimental PyTorch native float8 training UX☆211Updated 3 months ago
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆119Updated 11 months ago