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// Based on tinrtgu's Python script here: 
// https://www.kaggle.com/c/avazu-ctr-prediction/forums/t/10927/beat-the-benchmark-with-less-than-1mb-of-memory
package main

import (
    "encoding/csv"
    "os"
    "strconv"
    "hash/fnv"
    "math"

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# Adapted from: https://github.com/google-research/big_transfer/blob/6c83d6459e009fa89d84c1e904611e9b162e6eff/bit_pytorch/models.py
# Copyright 2020 Google LLC
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#      http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software

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begin
  tmp1 = @async sleep(20)
  tmp2 = @async sleep(30)
  @time fetch(tmp1)
  @time fetch(tmp2)
end

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import io
import os
import logging

import torch
import torch.nn.functional as F
import numpy as np
from PIL import Image
from torch.autograd import Variable
from torchvision import transforms

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import re


def cjk_detect(texts):
    # korean
    if re.search("[\uac00-\ud7a3]", texts):
        return "ko"
    # japanese
    if re.search("[\u3040-\u30ff]", texts):
        return "ja"

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How To Develop Python Programs in Visual Studio Code

Prerequisites

You have to already have these in your system:

• Python. Version 3.6+ is highly recommended.
  • Official CPython from python.org
  • Anaconda

• (Recommended) Miniconda