Add multithreading to script python

I have the next script... and i want multithreading for that the script go most fast.

import torch

#import argparse

import flask

import json

from multiprocess import Pool

from sentence_splitter import SentenceSplitter, split_text_into_sentences

from transformers import PegasusForConditionalGeneration, PegasusTokenizer

from flask import request, jsonify

model_name = 'tuner007/pegasus_paraphrase'

torch_device = 'cuda' if torch.cuda.is_available() else 'cpu'

tokenizer = PegasusTokenizer.from_pretrained(model_name)

model = PegasusForConditionalGeneration.from_pretrained(model_name).to(torch_device)

app = [login to view URL](__name__)

[login to view URL]["DEBUG"] = True

def get_response(input_text):

batch = tokenizer([input_text],truncation=True,padding='longest',num_proc=7, max_length=60, return_tensors="pt").to(torch_device)

translated = [login to view URL](**batch,max_length=60,num_beams=10, num_return_sequences=1, temperature=1.5)

tgt_text = tokenizer.batch_decode(translated, skip_special_tokens=True)

return tgt_text

@[login to view URL]('/api/rewrite', methods=['POST'])

def home():

#data = request.get_json(force=True, silent=True)

#args = parser.parse_args()

#context = [login to view URL]

splitter = SentenceSplitter(language='en')

sentence_list = [login to view URL]([login to view URL]['text'])

paraphrase = []

for i in sentence_list:

result = get_response(i)

[login to view URL](result)

paraphrase2 = [' '.join(x) for x in paraphrase]

paraphrase3 = [' '.join(x for x in paraphrase2) ]

paraphrased_text = str(paraphrase3).strip('[]').strip("'")

return { "result": paraphrased_text }

[login to view URL](host='', port=5027)

Taidot: Python, Tietojärjestelmäarkkitehtuuri, Linux, C-ohjelmointi, C++ -ohjelmointi

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Tietoa työnantajasta:
( 2 arvostelua ) Breña, Lima, Peru

Projektin tunnus: #31587147

5 freelanceria on tarjonnut keskimäärin $29 tähän työhön


Hello, I have read your description and I can make the program multi threaded to improve performance and save you some time. Let discuss in details and I'll make it multi threaded. Thanks, Looking forward to your resp Lisää

$50 USD 1 päivässä
(13 arvostelua)

Hi, i understand that you want some extra speed in your project. i have experience with multithreading and i can do it for you in two days. i will have to study the script first in order to integrate it with multithrea Lisää

$14 USD 2 päivässä
(2 arvostelua)

Howdy, I can add multithreading to your script so it'll make it blazing fast and I've got some ideas to optimize the code also. I'm professional Python developer with 8+ years of experience and I've got must have knowl Lisää

$30 USD 2 päivässä
(2 arvostelua)

Hello! I have experience in improvement python algorithm speed by adding multithreading/multiprocessing and ready to help you by adding multithreading insted your loops and changing lists to more efficient python data Lisää

$30 USD 1 päivässä
(0 arvostelua)

I have over 4 years of experience with python. I have done allot of stuff with multithreading in the past. This should be no problem for me. Message me for more details.

$20 USD 3 päivässä
(0 arvostelua)