Fabrice DanielinTowards Data ScienceApple M2 Max GPU vs Nvidia V100 (Part 2): Big Models and Energy EfficiencyCompare Apple Silicon M2 Max GPU performances and energy efficiency to Nvidia V100 for training CNN big models with TensorFlow·16 min read·Feb 7, 2024--7--7
Fabrice DanielinTowards Data ScienceApple M2 Max GPU vs Nvidia V100, P100 and T4Compare Apple Silicon M2 Max GPU performances to Nvidia V100, P100, and T4 for training MLP, CNN, and LSTM models with TensorFlow.·6 min read·Nov 2, 2023--22--22
Fabrice DanielinTowards Data ScienceInstall XGBoost and LightGBM on Apple M1 MacsInstall arm64 native version of XGBoost and LightGBM on Apple M1 Macs·3 min read·May 14, 2021--4--4
Fabrice DanielinTowards Data ScienceBenchmark M1 (part 2) vs 20 cores Xeon vs AMD EPYC, 16 and 32 coresBenchmark M1 (part 2) on MLP, CNN and LSTM·6 min read·Jan 3, 2021--3--3
Fabrice DanielinTowards Data ScienceBenchmark M1 vs Xeon vs Core i5 vs K80 and T4Compare Apple Silicon M1 CPU and GPU performances to high-end configurations on MLP, CNN and LSTM models·7 min read·Dec 26, 2020--4--4
Fabrice DanielinTowards Data ScienceTensorFlow 2.4 on Apple Silicon M1 : installation under Conda environmentInstall arm64 TensorFlow alpha and other ML packages·4 min read·Dec 20, 2020--12--12
Fabrice DanielinTowards Data ScienceApple Silicon, run Scikit-Learn and TensorFlow on the new Macs M1Run Machine Learning tools natively compiled for Apple Silicon·5 min read·Dec 5, 2020--5--5
Fabrice DanielCompare TensorFlow performances on CPUs and GPUsFor many people Deep Learning means using GPU but is it always true in any situation and for any kind of network?2 min read·Jun 10, 2019----
Fabrice DanielDeep Learning on a Mac with AMD GPUSince Apple is only providing AMD GPUs in its computers, Data Scientist working on MacOSX are facing limitations when trying to train Deep…3 min read·Jun 16, 2018--4--4