Benchmarking Deep Learning operations on different hardware
☆1,110Apr 25, 2021Updated 5 years ago
Alternatives and similar repositories for DeepBench
Users that are interested in DeepBench are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Easy benchmarking of all publicly accessible implementations of convnets☆2,687Jun 9, 2017Updated 9 years ago
- Reference implementations of MLPerf® training benchmarks☆1,779Updated this week
- Benchmarking State-of-the-Art Deep Learning Software Tools☆170Sep 20, 2017Updated 9 years ago
- Low-precision matrix multiplication☆1,847Jan 29, 2024Updated 2 years ago
- Open single and half precision gemm implementations☆398Apr 2, 2023Updated 3 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Acceleration package for neural networks on multi-core CPUs☆1,710Jun 11, 2024Updated 2 years ago
- A benchmark framework for Tensorflow☆1,149Oct 6, 2023Updated 3 years ago
- ☆1,650Sep 11, 2018Updated 8 years ago
- Compiler for Neural Network hardware accelerators☆3,317May 11, 2024Updated 2 years ago
- Fast Recurrent Networks Library☆580Sep 20, 2016Updated 10 years ago
- Reference workloads for modern deep learning methods.☆73Dec 14, 2022Updated 3 years ago
- Intel® Nervana™ reference deep learning framework committed to best performance on all hardware☆3,858Dec 23, 2020Updated 5 years ago
- Open Machine Learning Compiler Framework☆13,884Updated this week
- Assembler for NVIDIA Maxwell architecture☆1,073Jan 3, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Optimized primitives for collective multi-GPU communication☆5,190Updated this week
- Open-source library of optimized deep learning operations (matmul, convolution, attention) for CPUs (x64, AArch64, RISC-V) and Intel GPUs…☆4,082Updated this week
- Reference implementations of MLPerf® inference benchmarks☆1,655Sep 16, 2026Updated last month
- Collective communications library with various primitives for multi-machine training.☆1,463Oct 1, 2026Updated 3 weeks ago
- Deep Learning Benchmark for comparing the performance of DL frameworks, GPUs, and single vs half precision☆427Apr 3, 2020Updated 6 years ago
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,135Mar 30, 2026Updated 7 months ago
- Benchmarks for popular CNN models☆2,533Sep 25, 2017Updated 9 years ago
- A list of ICs and IPs for AI, Machine Learning and Deep Learning.☆1,713Jul 16, 2026Updated 3 months ago
- This fork of BVLC/Caffe is dedicated to improving performance of this deep learning framework when running on CPU, in particular Intel® X…☆848Aug 4, 2022Updated 4 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Caffe2 is a lightweight, modular, and scalable deep learning framework.☆8,369Feb 7, 2023Updated 3 years ago
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆1,005Sep 19, 2024Updated 2 years ago
- Library for specialized dense and sparse matrix operations, and deep learning primitives.☆981Sep 28, 2026Updated last month
- A domain specific language to express machine learning workloads.☆1,769Apr 28, 2023Updated 3 years ago
- Kernel Fusion and Runtime Compilation Based on NNVM☆72Nov 21, 2016Updated 9 years ago
- The Tensor Algebra Compiler (taco) computes sparse tensor expressions on CPUs and GPUs☆1,371Apr 14, 2025Updated last year
- Explore the energy-efficient dataflow scheduling for neural networks.☆236Apr 13, 2026Updated 6 months ago
- Benchmarks of Deep Neural Networks☆40May 19, 2021Updated 5 years ago
- Distributed training framework for TensorFlow, Keras, PyTorch, and Apache MXNet.☆14,674Sep 17, 2026Updated last month
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- HCC Sample Applications☆13Jan 3, 2017Updated 9 years ago
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,597Updated this week
- Intel(R) Machine Learning Scaling Library is a library providing an efficient implementation of communication patterns used in deep learn…☆108Jan 7, 2023Updated 3 years ago
- ImageNet classification using binary Convolutional Neural Networks☆874Dec 5, 2017Updated 8 years ago
- nGraph has moved to OpenVINO☆1,343Oct 15, 2020Updated 6 years ago
- Winograd minimal convolution algorithm generator for convolutional neural networks.☆630Feb 9, 2026Updated 8 months ago
- DAWNBench: An End-to-End Deep Learning Benchmark and Competition☆262Apr 13, 2026Updated 6 months ago