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Commit Message Guidelines

Short (72 chars or less) summary

More detailed explanatory text. Wrap it to 72 characters. The blank
line separating the summary from the body is critical (unless you omit
the body entirely).

Write your commit message in the imperative: "Fix bug" and not "Fixed
bug" or "Fixes bug." This convention matches up with commit messages

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def resize_area(size: Tuple[int, int], target_area: float) -> Tuple[int, int]:
    """
    Calculates new dimensions with the same aspect ratio as the input
    such that the total number of pixels is close to the specified target are. 
    
    :param size: The original size of the image.
    :param target_area: The targeted number of pixels (e.g. 512*512).
    :return: The new image size.
    """
    w, h = size

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Building TensorFlow from Source (non-interactive mode)

These scripts are meant to provide a starting point for easily (and automatically) building TensorFlow on different Ubuntu versions.

The scripts follow the schema:

• build-tf-cudaX-cudnnY.sh
• build-tf-nogpu-ARCHITECTURE.sh

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conda create -n boost python=3.6
export CPLUS_INCLUDE_PATH="$CPLUS_INCLUDE_PATH:$HOME/anaconda3/envs/boost/include/python3.6m

./bootstrap.sh --prefix=boost_output --with-python=python3 --with-icu
./b2 -j9 toolset=gcc cxxflags="-std=c++14" link=static threading=multi --layout=tagged

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#!/usr/bin/env bash
# https://github.com/kubernetes/kubernetes/issues/17512#issuecomment-304069458

set -euo pipefail
echo -e "Iterating...\n"
nodes=$(kubectl get node --no-headers -o custom-columns=NAME:.metadata.name)

for node in $nodes; do
  echo "Node: $node"
  kubectl describe node "$node" | sed '1,/Non-terminated Pods/d'

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# https://unix.stackexchange.com/a/10065
# if stdout is a terminal
if test -t 1; then
    # see if it supports colors
    ncolors=$(tput colors)
    if test -n "$ncolors" && test $ncolors -ge 8; then
        bold="$(tput bold)"
        underline="$(tput smul)"
        standout="$(tput smso)"
        normal="$(tput sgr0)"

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kubectl get secrets secret-name -o json --namespace old | jq '.metadata.namespace = "new"' | kubectl create -f  -

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import argparse
import struct
import binascii
from base64 import b64encode
from typing import Union, Iterable


def main():
    parser = argparse.ArgumentParser()
    parser.add_argument('number', type=float, nargs='+', help='The number to convert.')

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# Check for the presence of AVX and figure out the flags to use for it.
macro(CHECK_FOR_AVX)
    set(AVX_FLAGS)

    include(CheckCXXSourceRuns)
    set(CMAKE_REQUIRED_FLAGS)

    # Check AVX
    if(MSVC AND NOT MSVC_VERSION LESS 1600)
        set(CMAKE_REQUIRED_FLAGS "/arch:AVX")

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import argparse
import os
import sys
from typing import Iterable
import tensorflow as tf


parser = argparse.ArgumentParser()
parser.add_argument('file', type=str, help='The file name of the frozen graph.')
args = parser.parse_args()