sberryman

How to setup kubeflow locally

This process worked for me after 5 days of hell trying to get everything running. Most of this was pulled from this excellent blog post. https://jacobtomlinson.dev/posts/2022/running-kubeflow-inside-kind-with-gpu-support/

Setup the kind cluster

ToDo: Find the patch to kind to allow GPU attachment... (kind of important, I know...)

Create a kind-gpu.yaml file

sberryman

# FROM kaldiasr/kaldi:latest
FROM python:3.6-buster

WORKDIR "/workspace"

RUN apt-get clean \
        && apt-get update \
        && apt-get install -y wget \
          automake autoconf sox libtool subversion libatlas3-base gfortran \
        && apt-get -y autoremove

sberryman

diff --git a/modules/cudacodec/src/video_decoder.cpp b/modules/cudacodec/src/video_decoder.cpp
index 35919c3f5..19ebef10d 100644
--- a/modules/cudacodec/src/video_decoder.cpp
+++ b/modules/cudacodec/src/video_decoder.cpp
@@ -63,6 +63,11 @@ void cv::cudacodec::detail::VideoDecoder::create(const FormatInfo& videoFormat)
               cudaVideoCodec_VC1   == _codec ||
               cudaVideoCodec_H264  == _codec ||
               cudaVideoCodec_JPEG  == _codec ||
+              cudaVideoCodec_H264_SVC  == _codec ||
+              cudaVideoCodec_H264_MVC  == _codec ||

sberryman

FROM nvidia/cuda:8.0-cudnn5-devel

# PYTHON 2, DO NOT USE PYTHON 3!

LABEL maintainer "Shaun Berryman <shaun@shaunberryman.com>"

# Supress warnings about missing front-end. As recommended at:
# http://stackoverflow.com/questions/22466255/is-it-possibe-to-answer-dialog-questions-when-installing-under-docker
ARG DEBIAN_FRONTEND=noninteractive

sberryman

FROM phusion/baseimage

# Env variables
ENV DEBIAN_FRONTEND noninteractive

# Install dependencies & required requisites
RUN add-apt-repository -y ppa:ubuntugis/ppa && \
    add-apt-repository -y ppa:george-edison55/cmake-3.x && \
    apt-get update -y && \
    apt-get install software-properties-common -y && \

sberryman

FROM nvidia/cuda:8.0-cudnn5-devel

# Supress warnings about missing front-end. As recommended at:
# http://stackoverflow.com/questions/22466255/is-it-possibe-to-answer-dialog-questions-when-installing-under-docker
ARG DEBIAN_FRONTEND=noninteractive

# Install some dependencies
RUN apt-get update && \
    apt-get install -y \
      apt-utils \

sberryman

# start with the nvidia container for cuda 8 with cudnn 5
# ensure `/etc/docker/daemon.json` file is
# modified to use nvidia runtime by default
FROM nvidia/cuda:8.0-cudnn5-devel

# install dependencies
RUN apt-get update && \
  apt-get install -y \
    build-essential \
    cmake \

sberryman

'use strict'

const Hemera = require('./../../packages/hemera')
const nats = require('nats').connect()

const hemera = new Hemera(nats, {
    logLevel: 'info'
})

hemera.ready(() => {

sberryman

cd ~
sudo apt-get update
sudo apt-get install openjdk-7-jre-headless -y


### Check http://www.elasticsearch.org/download/ for latest version of ElasticSearch and replace wget link below

wget https://download.elasticsearch.org/elasticsearch/elasticsearch/elasticsearch-0.90.3.deb -O elasticsearch.deb
sudo dpkg -i elasticsearch.deb
sudo service elasticsearch start

sberryman

var restify = require('restify');
var client = restify.createJsonClient({
  url: 'http://localhost:3001',
  version: '*'
});

msg = {
  "_id": "4ff71172bc148900000010a3",
  "userId": "4f711b377579dbf65e000001",
  "courseId": "4f69021bff338faffa000001",