talhaanwarch

Step1: 
sudo apt update
sudo apt install build-essential
sudo apt-get install manpages-dev
sudo apt install gcc


Step2: 
sudo sh cuda_11.8.0_520.61.05_linux.run

talhaanwarch

import torchvision
import torch 
import torch.nn as nn
from time import time

from torch.optim.lr_scheduler import OneCycleLR
from pytorch_lightning import seed_everything, LightningModule, Trainer
from pytorch_lightning.callbacks import EarlyStopping,ModelCheckpoint,LearningRateMonitor
from torch.utils.data.dataloader import DataLoader

talhaanwarch

# data link
#https://drive.google.com/file/d/1EwjJx-V-Gq7NZtfiT6LZPLGXD2HN--qT/view?usp=sharing

from glob import glob
import cv2
from PIL import Image
import os
import pandas as pd
import numpy as np

talhaanwarch

# -*- coding: utf-8 -*-
"""
Created on Fri Jun 11 18:58:05 2021
# CALCULATE SENTENCE SIMILARITY
@author: TAC
"""
import torch#pytorch
from transformers import AutoTokenizer, AutoModel#for embeddings
from sklearn.metrics.pairwise import cosine_similarity#for similarity

talhaanwarch

from joblib import Parallel, delayed
import numpy as np
import time
from mne_features.feature_extraction import FeatureExtractor
feature=['mean','variance','std']
fe = FeatureExtractor(sfreq=1024, selected_funcs=feature)



def f(x):