LukasHedegaard / pytorch-benchmarkLinks
Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption
☆109Updated 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:
- A performant, memory-efficient checkpointing library for PyTorch applications, designed with large, complex distributed workloads in mind…☆161Updated 2 months ago
- ☆159Updated 2 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated 2 years ago
- Dynamic Neural Architecture Search Toolkit☆31Updated last year
- Torch Distributed Experimental☆117Updated 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…☆244Updated 2 months ago
- Provide Python access to the NVML library for GPU diagnostics☆251Updated 3 months ago
- Code repo for the paper BiT Robustly Binarized Multi-distilled Transformer☆114Updated 2 years ago
- This repository contains the experimental PyTorch native float8 training UX☆226Updated last year
- 🚀 Collection of components for development, training, tuning, and inference of foundation models leveraging PyTorch native components.☆216Updated 2 weeks ago
- Memory Optimizations for Deep Learning (ICML 2023)☆111Updated last year
- A safetensors extension to efficiently store sparse quantized tensors on disk☆214Updated this week
- A custom pytorch Dataset extension that provides a faster iteration and better RAM usage☆46Updated last year
- Benchmark Suite for Deep Learning☆278Updated last month
- A Python library transfers PyTorch tensors between CPU and NVMe☆122Updated last year
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆131Updated last year
- torch::deploy (multipy for non-torch uses) is a system that lets you get around the GIL problem by running multiple Python interpreters i…☆182Updated 3 months ago
- A library to analyze PyTorch traces.☆443Updated 2 weeks ago
- ☆207Updated 4 years ago
- The Triton backend for the PyTorch TorchScript models.☆166Updated this week
- ML model training for edge devices☆167Updated 2 years ago
- pytorch-profiler☆51Updated 2 years ago
- Recent Advances on Efficient Vision Transformers☆55Updated 2 years ago
- A research library for pytorch-based neural network pruning, compression, and more.☆163Updated 3 years ago
- A library for researching neural networks compression and acceleration methods.☆140Updated 3 months ago
- Code for the NeurIPS 2022 paper "Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning".☆129Updated 2 years ago
- TorchFix - a linter for PyTorch-using code with autofix support☆151Updated 3 months ago
- This library empowers users to seamlessly port pretrained models and checkpoints on the HuggingFace (HF) hub (developed using HF transfor…☆84Updated this week
- Experimental CUDA kernel framework unifying typed dimensions, NVRTC JIT specialization, and ML‑guided tuning.☆43Updated last week
- Depict GPU memory footprint during DNN training of PyTorch☆11Updated 3 years ago