From a27cc32d54f8e584a49e0c3773ee99a791f238e6 Mon Sep 17 00:00:00 2001 From: Johannes Wagner Date: Mon, 11 Nov 2019 15:39:20 +0100 Subject: [PATCH] Update GPU-Cluster Requirements.md --- GPU-Cluster Requirements.md | 3 ++- 1 file changed, 2 insertions(+), 1 deletion(-) diff --git a/GPU-Cluster Requirements.md b/GPU-Cluster Requirements.md index 61e25da..11dca07 100644 --- a/GPU-Cluster Requirements.md +++ b/GPU-Cluster Requirements.md @@ -27,4 +27,5 @@ Section | Project Description | Hardware Requirements | Software Requirements | copy | paste | this | line | ! 2.4 | Deep learning for fast magnitude estimation of earthquakes | Single precision GPU with > 10 GB GPU memory, at least 200 GB main memory, 8 CPU cores | up to date nvidia driver, the rest works fine with conda (cuda, tensorflow, pytorch) | I fear that 2 CPUs for 8 GPUs might be to less. The machine I'm currently running on has two Xeon Gold 5122 and four RTX 2080 Ti and is CPU bound. 2.8 | Deep learning with solar images | Single precision GPU with > 20 GB GPU memory (RTX Titan not 2080Ti) | Nvidia driver. Module loads for standard python software, Virtualenv. Horovod required for multi node computations | I suggest 4 GPUs per node not 8. -1.3 | Machine learning for numerical modelling, data assimilation and data inversion | Double precision GPU with > 10 GB GPU memory (e.g., V100) | Nvidia driver, cuda, Python, R, Tensorflow and Keras libs, NetCDF support (+ ncview), Climate Data Operators (CDO), tmux | -- \ No newline at end of file +1.3 | Machine learning for numerical modelling, data assimilation and data inversion | Double precision GPU with > 10 GB GPU memory (e.g., V100) | Nvidia driver, cuda, Python, R, Tensorflow and Keras libs, NetCDF support (+ ncview), Climate Data Operators (CDO), tmux | -- +3.6 | Atomistic simulation of (Geo-)materials | DP GPU preferred over SP | Nvidia drv, cuda, Python, MKL | for ust at least 192 GB main memory, preferably more. Also, why not consider AMD EPYC? (e.g. AMD EPYC 7452) from a price/performance point of view \ No newline at end of file -- GitLab