ctuning / ck-tvm
Portable and customizable Collective Knowledge workflows for TVM and VTA:
☆16Updated 3 years ago
Alternatives and similar repositories for ck-tvm:
Users that are interested in ck-tvm are comparing it to the libraries listed below
- 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:☆15Updated 5 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆11Updated 6 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆13Updated 6 years ago
- Benchmark for generic matrix-matrix multiplication (GEMM)☆33Updated 6 years ago
- Collective Knowledge repository to support artifact evaluation and reproducibility initiatives:☆54Updated last month
- Collective Knowledge packages for various mathematical libs to be plugged into portable and customizable CK research workflows:☆37Updated 3 years ago
- Shared artifacts and workflows from the EPSRC Pamela project in the customizable, portable and reusable Collective Knowledge format:☆21Updated 3 years ago
- This repository is outdated! Join the open MLPerf workgroup to participate in the development of the next generation of automation workfl…☆32Updated 2 years ago
- Integration of Caffe2 to Collective Knowledge workflow framework to provide unified CK JSON API for AI (customized builds across diverse …☆32Updated 3 years ago
- Collective Knowledge workflow for the MILEPOST GCC (machine learning based compiler). See how it is used in the collaborative project wit…☆48Updated 3 years ago
- CK automation actions to let users implement portable, customizable and reusable program workflows for reproducible, collaborative and mu…☆57Updated 3 years ago
- Collective Knowledge extension with unified and customizable benchmarks (with extensible JSON meta information) to be easily integrated w…☆53Updated 3 years ago
- Collective Knowledge components for TensorFlow (code, data sets, models, packages, workflows):☆93Updated 3 years ago
- A collection of portable workflows, automation recipes and components for MLOps in a unified CK format. Note that this repository is outd…☆18Updated 4 months ago
- Collective Knowledge workflow for Caffe to automate installation across diverse platforms and to collaboratively evaluate and optimize Ca…☆194Updated 5 years ago
- Legacy CM repository with a collection of portable, reusable and cross-platform CM automations for MLOps and MLPerf to simplify the proce…☆18Updated last month
- CK research workflows for object detection☆9Updated 3 years ago
- ☆14Updated 3 years ago
- ReQuEST 2018 workshop: Real-Time Image Recognition Using Collaborative IoT Devices☆10Updated 2 years ago
- CK workflow, portable packages and other artifacts for the ReQuEST-ASPLOS'18 submission:☆12Updated 6 years ago
- ☆29Updated 4 years ago
- This repository contains the results and code for the MLPerf™ Inference v0.7 benchmark.☆17Updated last year
- ☆30Updated 2 years ago
- ACM TODAES Best Paper Award, 2022☆23Updated last year
- ☆22Updated 2 years ago
- This is the open-source version of TinyTS. The code is dirty so far. We may clean the code in the future.☆16Updated 9 months ago
- TVM stack: exploring the incredible explosion of deep-learning frameworks and how to bring them together☆64Updated 6 years ago
- dMazeRunner: Dataflow acceleration optimization infrastructure for coarse-grained programmable accelerators☆45Updated 3 years ago
- This is the implementation for paper: AdaTune: Adaptive Tensor Program CompilationMade Efficient (NeurIPS 2020).☆13Updated 3 years ago