innerlee

sudo lsblk -f

innerlee

from:
https://github.com/tensorflow/tensorflow/blob/9e8a4938c06301cc3afa4cd3a3c6c2279e81c98f/tensorflow/core/ops/training_ops.cc#L443-L465

Update '*var' according to the RMSProp algorithm.
Note that in dense implement of this algorithm, ms and mom will 
update even if the grad is zero, but in this sparse implement, ms 
and mom will not update in iterations the grad is zero.

mean_square = decay * mean_square + (1-decay) * gradient ** 2
Delta = learning_rate * gradient / sqrt(mean_square + epsilon)

innerlee

name: "Inception_Resnet2_Imagenet"
layer {
  name: "data"
  type: "Data"
  top: "data"
  top: "label"
  include {
    phase: TRAIN
  }
  transform_param {

innerlee

macro nowarn(expr)
    quote
        stderr = STDERR
        stream = open("/dev/null", "a")
        redirect_stderr(stream)
        result = $(esc(expr))
        redirect_stderr(stderr)
        close(stream)
        result
    end

innerlee

ax = gca()
ax2 = ax[:twinx]()

innerlee

h5ls
h5ls -d file.h5/dataset/

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$ tree -L 2 share/some/directory/ | tail -1
120 directories, 3 files

innerlee

# resize images to 256x256 using packages
#   identify -format "(%w,%h)" n12552309_5.JPEG
#   mogrify -resize 256x256! n12552309_10.JPEG

imgsize(img) = eval(parse(readstring(`identify -format "(%w,%h)" $img`)))
resize(img) = run(`mogrify -resize 256x256! $img`)

for folder in filter(x->isdir(x), readdir())
    println("\n>$folder")
    for img in filter(x->isfile("$folder/$x") && length(x)>5 && lowercase(x[end-4:end]) == ".jpeg", readdir(folder))

innerlee

# This script untars all the .tar file to their own folers
# 
# for all tar files
#   if not tarred, i.e., no dir with same name
#       tar it to its temp folder
#       rename this temp folder to filename

for tar in map(x->x[1:end-4], filter(x->isfile(x) && length(x) > 4 && x[end-3:end] == ".tar", readdir()))
    if(!isdir(tar))
        isdir("$tar.temp") && rm("$tar.temp") 

innerlee

/etc/default/grub
GRUB_CMDLINE_LINUX_DEFAULT="quiet splash acpi=off"
sudo grub-update