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Fabrice Daniel

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Fabrice Daniel

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Feb 7, 2024

Apple M2 Max GPU vs Nvidia V100 (Part 2): Big Models and Energy Efficiency

Compare Apple Silicon M2 Max GPU performances and energy efficiency to Nvidia V100 for training CNN big models with TensorFlow

Joules per epoch for ResNet50

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Fabrice Daniel

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Nov 2, 2023

Apple M2 Max GPU vs Nvidia V100, P100 and T4

Compare Apple Silicon M2 Max GPU performances to Nvidia V100, P100, and T4 for training MLP, CNN, and LSTM models with TensorFlow.

Apple M2 Max GPU vs Nvidia V100, P100 and T4

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Fabrice Daniel

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May 14, 2021

Install XGBoost and LightGBM on Apple M1 Macs

Install arm64 native version of XGBoost and LightGBM on Apple M1 Macs

Install XGBoost and LightGBM on Apple M1 Macs

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Fabrice Daniel

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Jan 3, 2021

Benchmark M1 (part 2) vs 20 cores Xeon vs AMD EPYC, 16 and 32 cores

Benchmark M1 (part 2) on MLP, CNN and LSTM

Benchmark M1 (part 2) vs 20 cores Xeon vs AMD EPYC, 16 and 32 cores

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Fabrice Daniel

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Dec 26, 2020

Benchmark M1 vs Xeon vs Core i5 vs K80 and T4

Compare Apple Silicon M1 CPU and GPU performances to high-end configurations on MLP, CNN and LSTM models

Benchmark M1 vs Xeon vs Core i5 vs K80 and T4

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Fabrice Daniel

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Dec 20, 2020

TensorFlow 2.4 on Apple Silicon M1 : installation under Conda environment

Install arm64 TensorFlow alpha and other ML packages

TensorFlow 2.4 on Apple Silicon M1 : installation under Conda environment

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Fabrice Daniel

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Dec 5, 2020

Apple Silicon, run Scikit-Learn and TensorFlow on the new Macs M1

Run Machine Learning tools natively compiled for Apple Silicon

Apple Silicon, run Scikit-Learn and TensorFlow on the new Macs M1

Fabrice Daniel

·

Jun 10, 2019

Compare TensorFlow performances on CPUs and GPUs

For many people Deep Learning means using GPU but is it always true in any situation and for any kind of network?

Compare TensorFlow performances on CPUs and GPUs

Fabrice Daniel

·

Jun 16, 2018

Deep Learning on a Mac with AMD GPU

Since Apple is only providing AMD GPUs in its computers, Data Scientist working on MacOSX are facing limitations when trying to train Deep…

Deep Learning on a Mac with AMD GPU

Fabrice Daniel

Fabrice Daniel

Head of AI lab at Lusis. Co-lead AI research projects in a university chair with CentraleSupelec. https://www.linkedin.com/in/fabrice-daniel-250930164/

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