ctuning / ck-mlperfLinks
This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workflows for MLPerf benchmarks:
☆31Updated 2 years ago
Alternatives and similar repositories for ck-mlperf
Users that are interested in ck-mlperf are comparing it to the libraries listed below
Sorting:
- Validated Collective Knowledge workflows and results from the 1st ACM ReQuEST tournament on co-design of Pareto-efficient SW/HW stack for…☆13Updated 6 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆13Updated 6 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆15Updated 5 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆11Updated 6 years ago
- Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:☆58Updated 3 months ago
- Portable and customizable Collective Knowledge workflows for TVM and VTA:☆16Updated 4 years ago
- Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):☆93Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Inference v0.5 benchmark.☆55Updated 2 weeks ago
- An analytical performance modeling tool for deep neural networks.☆89Updated 4 years ago
- Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse …☆32Updated 4 years ago
- Collective Knowledge repository for NVIDIA's TensorRT☆37Updated 4 years ago
- Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Ca…☆194Updated 5 years ago
- CK repository with components and automation actions to enable portable workflows across diverse platforms including Linux, Windows, MacO…☆72Updated 2 years ago
- Bridge to connect nGraph with TensorFlow☆52Updated 2 years ago
- Benchmarks to capture important workloads.☆31Updated 5 months ago
- CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and mu…☆58Updated 3 years ago
- Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated w…☆54Updated 3 years ago
- This repository contains the results and code for the MLPerf™ Training v0.6 benchmark.☆42Updated last year
- ☆69Updated 2 years ago
- ParaDnn: A systematic performance analysis methodology for deep learning.☆39Updated 5 years ago
- Personal collection of references for high performance mixed precision training.☆41Updated 5 years ago
- Issues related to MLPerf™ Inference policies, including rules and suggested changes☆63Updated this week
- Collective Knowledge packages for various mathematical libs to be plugged into portable and customizable CK research workflows:☆38Updated 4 years ago
- Test winograd convolution written in TVM for CUDA and AMDGPU☆41Updated 6 years ago
- Benchmark for generic matrix-matrix multiplication (GEMM)☆35Updated 6 years ago
- Static analysis framework for analyzing programs written in TVM's Relay IR.☆28Updated 5 years ago
- This repository contains the results and code for the MLPerf™ Inference v1.0 benchmark.☆31Updated 2 weeks ago
- TensorFlow-nGraph bridge☆136Updated 4 years ago
- Open deep learning compiler stack for cpu, gpu and specialized accelerators☆89Updated 2 years ago
- ☆57Updated 4 years ago