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from math import ceil, sqrt


def isprime(n):
    for x in range(2, ceil(sqrt(n + 1))):
        if n % x == 0:
            return False
    return True

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pub mod sync {
    use crate::prelude::*;
    use std::ops::{Deref, DerefMut};

    #[derive(Debug, Eq, PartialEq, Copy, Clone)]
    pub enum DeferredState {
        Created,
        Pending,
        Resolved,
        Rejected,

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import torch
import torch.nn.functional as F
import numpy as np

def _grid(in_w, in_h, out_w, out_h, x_coerce,y_coerce):
    result = np.zeros((out_h, out_w, 2), dtype=np.float64)
    for j in range(out_h):
        for i in range(out_w):
            if i * (in_w - 1) % (out_w - 1) == 0:
                tx = i * 2.0 / (out_w - 1) - 1

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# Usage: gdl <URL> <OUTPUT>
function gdl() {
    URL=$1
    tmp_file=$(mktemp)
    code=$(wget --save-cookies $tmp_file --keep-session-cookies --no-check-certificate $URL -O- | sed -rn 's/.*confirm=([0-9A-Za-z_]+).*/\1/p')
    echo $code
    URL+="&confirm=$code"
    wget --load-cookies $tmp_file $URL -O $2
    rm $tmp_file
}

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"""
Created on Mon Jun 26 14:46:56 2017
@author: luohao
Modified by Houjing Huang, 2017-12-22.
- This version accepts distance matrix instead of raw features.
- The difference of `/` division between python 2 and 3 is handled.
- numpy.float16 is replaced by numpy.float32 for numerical precision.
"""

"""