peiyunh

randSeed = 0;
rng(randSeed);
a = gpuArray(rand(1,5));

% uncomment below to fix gpu random seed 
%randStream = parallel.gpu.RandStream('CombRecursive', 'Seed', randSeed);
%parallel.gpu.RandStream.setGlobalStream(randStream);

vl_nndropout(a, 'rate', 0.5)

peiyunh

#!/bin/bash

# Script for installing tmux on systems where you don't have root access.
# tmux will be installed in $HOME/local/bin.
# It's assumed that wget and a C/C++ compiler are installed.

# exit on error
set -e

TMUX_VERSION=1.8

peiyunh

defaults write -app Skim SKAutoReloadFileUpdate -boolean true

peiyunh

convert favicon.png -define icon:auto-resize=64,48,32,16 favicon.ico

peiyunh

vl_compilenn('enableImreadJpeg', true, 'enableGpu', true, 'cudaRoot', '/usr/local/cuda',...
             'cudaMethod', 'nvcc', 'enableCudnn', true, 'cudnnRoot', '/home/peiyunh/cudnn',...
             'ImageLibraryCompileFlags',{'-I/home/peiyunh/.local/include/'},...
             'ImageLibraryLinkFlags',{'-L/home/peiyunh/.local/lib/','-ljpeg'});

peiyunh

files=`ls val/*/*.pdf`
for f in $files; do
    fnew=${f//.pdf/_crop.pdf}
    if [ ! -f $fnew ]; then
        pdfcrop --noverbose $f $fnew
        echo "$f done"
    fi
done

peiyunh

types="easy medium hard"
for t in $types; do
    pngs=`ls val/*/*_${t}.png | sort -k2 -th -n`
    montage -tile 10x5 -mode Concatenate $pngs prec_rec_${t}_summary.png
    echo "export summary of $t done"
done

peiyunh

pdfs=`ls val/*/*_crop.pdf`
for pdf in $pdfs; do
    png=${pdf//_crop.pdf/.png}
    convert -quiet $pdf $png
    echo "$pdf => $png"
done

peiyunh

#
input: "data"
input_dim: 1
input_dim: 3
input_dim: 473
input_dim: 473

layer {
  name: "conv1_1_3x3_s2"
  type: "Convolution"

peiyunh

#
input: "data"
input_dim: 1
input_dim: 3
input_dim: 713
input_dim: 713

layer {
  name: "conv1_1_3x3_s2"
  type: "Convolution"