mlperf-inference

There are 1 repository under mlperf-inference topic.

mlcommons / ck
Collective Knowledge (CK), Collective Mind (CM/CMX) and MLPerf automations: community-driven projects to facilitate collaborative and reproducible research and to learn how to run AI, ML, and other emerging workloads more efficiently and cost-effectively across diverse models, datasets, software, and hardware using MLPerf methodology and benchmarks
automation portability reusability collaboration modularity mlops best-practices education mlperf optimization cknowledge ctuning cm cmx workflows metadata mlperf-automations cmind ck benchmarking
Language:Python 634
nesl / neurosymbolic-tinyml
TinyNS: Platform-Aware Neurosymbolic Auto Tiny Machine Learning
adversarial-machine-learning ai automl bayesian constrained-optimization deep-learning edgeml feature-selection hyperparameter-tuning kalman-filter machine-learning microcontroller mlperf-inference neural-architecture-search neural-network neurosymbolic physics-aware-ml tensorflow-lite-micro tinyml
Language:C 24
ampere_model_library
AmpereComputingAI / ampere_model_library
AML's goal is to make benchmarking of various AI architectures on Ampere CPUs a pleasurable experience :)
aarch64 ampere arm64 armv8-a artificial-intelligence computer-vision inference machine-learning mlperf-inference model-zoo natural-language-processing onnxruntime pytorch tensorflow dlrm large-language-models llama2 yolov8
Language:Python 23
mlcommons / mlperf-automations
This repository contains automation scripts designed to run MLPerf Inference benchmarks. Originally developed for the Collective Mind (CM) automation framework, these scripts have been adapted to leverage the MLC automation framework, maintained by the MLCommons Benchmark Infrastructure Working Group.
automation mlcflow mlperf mlperf-automations mlperf-inference
Language:Python 8
Adlik / mlperf_benchmark
A benchmark suite to used to compare the performance of various models that are optimized by Adlik.
benchmark dl-optimization mlperf mlperf-inference
Language:Python 3
krai / axs2gcp
Automated KRAI X workflows for Google Cloud Platform
google-benchmark google-cloud google-cloud-platform gptj mlperf-inference tpu tpu-acceleration tpu-benchmarks tpu-optimization tpu-vm
Language:Python 3
code-reef / ck-tensorflow-codereef
Development version of CodeReefied portable CK workflows for image classification and object detection. Stable "live" versions are available at CodeReef portal:
codereef collective-knowledge crowd-benchmarking mlperf mlperf-inference portable-workflows reusable-research
Language:C++ 1
ctuning / q2a-mlperf-visualizer
MLPerf explorer beta
mlperf mlperf-inference mlperf-inference-results visualization
Language:PHP
mlcommons / mlperf_inference_unofficial_submissions_v5.0
These are automated test submissions for validating the MLPerf inference workflows
mlperf mlperf-inference mlperf-inference-results
Language:Mermaid

mlperf-inference

mlcommons / ck

nesl / neurosymbolic-tinyml

AmpereComputingAI / ampere_model_library

mlcommons / mlperf-automations

Adlik / mlperf_benchmark

krai / axs2gcp

code-reef / ck-tensorflow-codereef

ctuning / q2a-mlperf-visualizer

mlcommons / mlperf_inference_unofficial_submissions_v5.0