Ushk

import random
import os
import numpy as np
import time
import torch
import torch.nn as nn
from apex import amp

def set_seed(seed: int):
    """Set all seeds to make results reproducible (deterministic mode).

Ushk

 <!--You must include this JavaScript file -->
<script src="https://assets.crowd.aws/crowd-html-elements.js"></script>

<script type='text/javascript'>
    document.getElementById('theImage').style.visibility='hidden'
</script>

<script type='text/javascript'>
function setImageVisible(id, visible) {
     

Ushk

import torch
import torch.nn as nn
from torch import optim
import torch.utils.checkpoint as chk
import torch.nn.functional as F

import os
os.environ['CUDA_VISIBLE_DEVICES'] = '0,3'

import faulthandler