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performance-prediction

Here are 11 public repositories matching this topic...

geoffxy / habitat

🔮 Execution time predictions for deep neural network training iterations across different GPUs.

performance deep-neural-networks deep-learning gpu neural-networks performance-prediction

Updated Nov 26, 2022
Python

mohammedAljadd / students-performance-prediction

Predicting students performance in exams using machine learning classifiers : Logistic regression, KNN and SVM. Extraction of factors impacting students' performances.

students performance-prediction students-performance students-performance-analysis

Updated Apr 25, 2024
Python

arporter / habakkuk

Fortran code analysis for performance prediction

parsing fortran hpc performance-analysis dag performance-prediction

Updated May 17, 2019
Python

reds-lab / projektor

This is an official repository for "Performance Scaling via Optimal Transport: Enabling Data Selection from Partially Revealed Sources" (NeurIPS 2023).

projection performance-prediction data-selection scaling-law

Updated Oct 26, 2023
Python

jovitalukasik / GNN_predictor

Neural Architecture Performance PredictionUsing Graph Neural Networks

performance-prediction graph-neural-networks

Updated Feb 18, 2021
Python

AndreasKaratzas / omniboost-v1

Lightweight, extensible, and fair multi- DNN manager for heterogeneous embedded devices.

deep-neural-networks deep-learning scheduler python3 pytorch embedded-systems performance-prediction workload-automation edge-inference mcts-agents heterogeneous-architectures concurrent-execution throughput-estimation

Updated Jul 12, 2023
Python

annawundram / PerformanceRangePrediction

Code for "Conformal Performance Range Prediction for Segmentation Output Quality Control" accepted to MICCAI UNSURE 2024

segmentation performance-prediction conformal-prediction

Updated Jul 17, 2024
Python

sagniknitr / torch-WiT

A tool to predict the efficacy of DNN optimizations

performance deep-neural-networks gpu torch pytorch performance-prediction machine-learning-systems dnn-optimization-study

Updated May 11, 2022
Python

masabahmad / HeteroMap

Performance Predictors for Graph Analytics

gpu graph-analytics multicore performance-prediction

Updated May 8, 2019
C++

Evaluating-Machine-Learning-Models-for-Disparate-Computer-Systems-Performance-Prediction

rajat-tech-002 / Evaluating-Machine-Learning-Models-for-Disparate-Computer-Systems-Performance-Prediction

Paper Link:

machine-learning deep-neural-networks metrics performance-prediction computer-archi

Updated Feb 20, 2021
Jupyter Notebook

rajat-tech-002 / Modeling-Performance-and-Power-on-Disparate-Platforms-using-Transfer-Learning-with-Machine-Learning-

Link

machine-learning transfer-learning performance-prediction multivariate-analysis power-prediction cross-prediction

Updated Mar 22, 2021
Jupyter Notebook

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