LukasHedegaard / pytorch-benchmarkLinks
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
☆105Updated 2 years ago
Alternatives and similar repositories for pytorch-benchmark
Users that are interested in pytorch-benchmark are comparing it to the libraries listed below
Sorting:
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated last year
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆158Updated 2 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.☆129Updated 9 months ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆110Updated 2 years ago
- Dynamic Neural Architecture Search Toolkit☆30Updated 8 months ago
- A custom pytorch Dataset extension that provides a faster iteration and better RAM usage☆45Updated last year
- ☆159Updated last year
- This repository contains the experimental PyTorch native float8 training UX☆224Updated last year
- A library that contains a rich collection of performant PyTorch model metrics, a simple interface to create new metrics, a toolkit to fac…☆236Updated this week
- The Triton backend for the PyTorch TorchScript models.☆158Updated 3 weeks ago
- Memory Optimizations for Deep Learning (ICML 2023)☆102Updated last year
- [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …☆72Updated 3 years ago
- Torch Distributed Experimental☆117Updated last year
- ☆33Updated 2 months ago
- ☆206Updated 3 years ago
- pytorch-profiler☆51Updated 2 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 2 years ago
- This library empowers users to seamlessly port pretrained models and checkpoints on the HuggingFace (HF) hub (developed using HF transfor…☆75Updated this week
- PyTorch extension for emulating FP8 data formats on standard FP32 Xeon/GPU hardware.☆110Updated 8 months ago
- Flexible simulator for mixed precision and format simulation of LLMs and vision transformers.☆51Updated 2 years ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆126Updated 2 years ago
- Neural Architecture Search for Neural Network Libraries☆60Updated last year
- Timm model explorer☆41Updated last year
- A code generator from ONNX to PyTorch code☆139Updated 2 years ago
- Get down and dirty with FlashAttention2.0 in pytorch, plug in and play no complex CUDA kernels☆107Updated 2 years ago
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆208Updated last week
- torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters i…☆180Updated last month
- [NeurIPS 2022 Spotlight] This is the official PyTorch implementation of "EcoFormer: Energy-Saving Attention with Linear Complexity"☆74Updated 2 years ago
- A library for researching neural networks compression and acceleration methods.☆139Updated 11 months ago
- Tritonbench is a collection of PyTorch custom operators with example inputs to measure their performance.☆207Updated this week