Popular GitHub Repositories for Performance Analysis

Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Server models.

A simple Python tool to measure the performance of ONNX models.

Rainfall prediction from Australian weather dataset using multiple machine learning models.

paper: vecdb benchmark stats for dec 2023

The Vivaldy (VerIfication and Validation of Ai-enabLeD sYstems) analysis tool and dashboard allows for automated subgroup performance analysis for AI algorithms.

deep learning inference perf analysis

AP4Fed is a Federated Learning platform built on top of Flower, an open-source Python library designed to simplify the development of Federated Learning systems. AP4Fed enhances this foundation with architectural patterns and advanced monitoring capabilities, enabling performance evaluation.

This project makes spectrograms of data. Then, it uses an Image Classifier to train and classify those different spectrograms.

Helper to automate Cloud AutoML (vision) operations