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import os
import sqlite3
import datetime
from typing import List

import faiss
import numpy as np
import pandas as pd
import joblib
import requests

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from fastcore.basics import patch_to


class Demo:
    val = 10
    def __init__(self, val):
        self.val = val
    
# ====================
# The default mode

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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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