KasperSkytte

Ultimate Beginner's Guide to Proxmox GPU Passthrough

mirror of The Ultimate Beginner's Guide to GPU Passthrough (Proxmox, Windows 10) by /u/cjalas

>Welcome all, to the first installment of my Idiot Friendly tutorial series! I'll be guiding you through the process of configuring GPU Passthrough for your Proxmox Virtual Machine Guests. This guide is aimed at beginners to virtualization, particularly for Proxmox users. It is intended as an overall guide for passing through a GPU (or multiple GPUs) to your Virtual Machine(s). It is not intended as an all-exhaustive how-to guide; however, I will do my best to provide you with all the necessary resources and sources for the passthrough process, from start to finish. If something doesn't work properly, please check /r/Proxmox, /r/Homelab, /r/VFIO, or

KasperSkytte

#!/usr/bin/env bash
# This script will install Ansible into a virtual environment as well as required
# Ansible Galaxy roles, then execute ansible-playbook from the environment.
#
# Usage:
#   bash run_playbook.bash playbook.yml
# 
# All arguments/options are passed to the ansible-playbook command.
# Currently only designed for Debian family Linux distributions.
# Made by Kasper Skytte Andersen

KasperSkytte

#!/usr/bin/env bash
set -eu

#set variables
r_ver="${r_ver:-"4.0.4"}"
image_name="${image_name:-"rstudio_r${r_ver}"}"
password="${password:-"supersafepassword"}"
port="${port:-"8787"}" #will generate a random one if unavailable
RENV_PATHS_CACHE_HOST="${HOME}/.local/share/renv/cache" #path to renv cache on host, renv default is ~/.local/share/renv/cache
RENV_PATHS_CACHE_CONTAINER="/usr/local/lib/R/renv-cache/" #path to renv cache within the container (dont have to change)

KasperSkytte

BootStrap: docker
From: nvidia/cuda:11.2.0-cudnn8-devel-ubuntu20.04

%post

    export LC_ALL=C.UTF-8
    export LANG=C.UTF-8
    echo 'export LC_ALL=C.UTF-8' >>  $SINGULARITY_ROOTFS/$SINGULARITY_ENVIRONMENT
    echo 'export LANG=C.UTF-8' >>  $SINGULARITY_ROOTFS/$SINGULARITY_ENVIRONMENT

KasperSkytte

phyloseq_to_ampvis2 <- function(physeq) {
  stop("The phyloseq_to_ampvis2 function is deprecated. amp_load() now supports loading a phyloseq object directly.", call. = FALSE)
}

KasperSkytte

library(ggplot2)
library(purrr)

#make a data frame with all combinations of selected ranges of OG and SG
OG = seq(1030L, 1110L, 2L)
FG = seq(1005L, 1030L, 1L)
df <- expand.grid(OG = OG, 
                  FG = FG)
#calculate ABV with all combinations of OG and SG
df$ABV <- 1.05*(df$OG-df$FG)/(df$FG*0.79)*100

KasperSkytte

#source adjustHydrometer() function
source("https://gist.githubusercontent.com/KasperSkytte/0b94ae24645d16e97099a201f48bcd8b/raw/0b1676233d0fd380224359badb8584723022d83d/adjustHydrometer.R")
library(ggplot2)

#make a data frame with all combinations of selected ranges of SG and temperature
SG <- seq(1010L, 1110L, 2L)-1000L
tempC = seq(10, 75, 1L)
df <- expand.grid(SG = SG, 
                  tempC = tempC)
df$tempF <- df$tempC*1.8+32

KasperSkytte

adjustHydrometer <- function(SG = 1010, 
                             temp = 25,
                             calibTemp = 20,
                             unit = "C") {
  #initial argument checks
  if(!is.numeric(SG))
    stop("Argument \"SG\" must be numeric", call. = FALSE)
  if(!is.numeric(temp))
    stop("Argument \"temp\" must be numeric", call. = FALSE)
  if(!is.numeric(calibTemp))

KasperSkytte

library(shiny)
library(dplyr)
library(lubridate)

# Load libraries and functions needed to create SQLite databases.
library(RSQLite)
library(RSQLite.extfuns)
saveSQLite <- function(data, name){
  path <- dplyr:::db_location(filename=paste0(name, ".sqlite"))