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@lukeyeager
lukeyeager / compare_versions.py
Created Sep 30, 2015
Nobody sorts semantic versions correctly
View compare_versions.py
#!/usr/bin/env python
import distutils.version
import pkg_resources
import random
import semantic_version
import sys
versions = sys.argv[1:]
@lukeyeager
lukeyeager / install-digits-centos7.sh
Last active May 16, 2017
Install DIGITS and NVcaffe on CentOS 7
View install-digits-centos7.sh
# nvidia-docker run -ti nvidia/cuda:7.0-devel-centos7
yum update
yum install epel-release
yum install gcc gcc-c++ git vim python-devel python-pip make cmake \
blas-devel lapack-devel openblas-devel \
protobuf-devel leveldb-devel snappy-devel opencv-devel boost-devel hdf5-devel gflags-devel glog-devel lmdb-devel libjpeg-devel libpng-devel
# Too old:
# yum install Cython scipy python-matplotlib
@lukeyeager
lukeyeager / Dockerfile
Last active Feb 2, 2017
NVcaffe on CentOS7
View Dockerfile
FROM nvidia/cuda:7.0-devel-centos7
RUN yum install -y epel-release
RUN yum install -y gcc gcc-c++ make cmake \
git \
gflags-devel glog-devel \
opencv-devel \
boost-devel \
openblas-devel \
@lukeyeager
lukeyeager / accuracy_layer.py
Last active Feb 27, 2017
Caffe - Rewrite Accuracy layer as a Python layer
View accuracy_layer.py
import caffe
import json
class AccuracyLayer(caffe.Layer):
"""
Rewrite Accuracy layer as a Python layer
Accepts JSON-encoded parameters through param_str
Use like this:
@lukeyeager
lukeyeager / git-lg.cfg
Last active Jun 1, 2016
My version of `git lg`
View git-lg.cfg
# Add to ~/.gitconfig
[alias]
# http://stackoverflow.com/a/9074343/2404152
# Show parents of HEAD (1 line per commit)
lg1 = log --graph --abbrev-commit --decorate --date=relative --format=format:'%C(bold blue)%h%C(reset) - %C(bold green)(%ar)%C(reset) %C(white)%s%C(reset) %C(dim white)- %an%C(reset)%C(bold yellow)%d%C(reset)'
# Show parents of HEAD (2 lines per commit)
lg2 = log --graph --abbrev-commit --decorate --format=format:'%C(bold blue)%h%C(reset) - %C(bold cyan)%aD%C(reset) %C(bold green)(%ar)%C(reset)%C(bold yellow)%d%C(reset)%n'' %C(white)%s%C(reset) %C(dim white)- %an%C(reset)'
lg = !"git lg1"
# Show all commits (1 line per commit)
lga = !"git lg --all"
View parse_caffe_timings.py
#!/usr/bin/env python2
import argparse
import csv
from collections import OrderedDict
import os.path
import re
def parse_timings(input_filename, output_filename):
View check-requirements.sh
# Create a new virtualenv
# Allow it to use system standard packages
virtualenv venv --system-site-packages
# Activate the new environment
source venv/bin/activate
# Install any requirements that aren't already satisfied
pip install -r requirements.txt
View Dockerfile.keras
FROM nvidia/cuda:8.0-cudnn5-devel-ubuntu16.04
MAINTAINER Luke Yeager <lyeager@nvidia.com>
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
build-essential \
ca-certificates \
curl \
git \
emacs \
@lukeyeager
lukeyeager / example.py
Last active Sep 21, 2017
DetectNet Python Inference
View example.py
#!/usr/bin/env python2
# Copyright (c) 2015-2016, NVIDIA CORPORATION. All rights reserved.
"""
Classify an image using individual model files
Use this script as an example to build your own tool
"""
import argparse
View Dockerfile.ccache
FROM ubuntu:trusty
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
asciidoc \
autoconf \
automake \
build-essential \
ca-certificates \
docbook-xml \
docbook-xsl \