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Showing posts with the label Parallel Processing

Adding State To A Function Which Gets Called Via Pool.map -- How To Avoid Pickling Errors

I've hit the common problem of getting a pickle error when using the multiprocessing module. My… Read more Adding State To A Function Which Gets Called Via Pool.map -- How To Avoid Pickling Errors

Can't Map A Function To Tarfile Members In Parallel

I have a tarfile containing bz2-compressed files. I want to apply the function clean_file to each o… Read more Can't Map A Function To Tarfile Members In Parallel

How To Speed Up For Loop Execution Using Multiprocessing In Python

I have two lists. List A contains 500 words. List B contains 10000 words. I am trying to find simil… Read more How To Speed Up For Loop Execution Using Multiprocessing In Python

Python: How To Parallelizing A Simple Loop With Mpi

I need to rewrite a simple for loop with MPI cause each step is time consuming. Lets say I have a … Read more Python: How To Parallelizing A Simple Loop With Mpi

What Is The Best Way To Load Multiple Files Into Memory In Parallel Using Python 3.6?

I have 6 large files which each of them contains a dictionary object that I saved in a hard disk us… Read more What Is The Best Way To Load Multiple Files Into Memory In Parallel Using Python 3.6?

How To Do Parallel Python Gekko?

Sometimes my Python Gekko application is solved better with one solver over another. It is difficul… Read more How To Do Parallel Python Gekko?

Python Parallel Processing To Unzip Files

I'm new to parallel processing in python. I have a piece of code below, that walks through all … Read more Python Parallel Processing To Unzip Files

Joblib Simple Example Parallel Example Slower Than Simple

from math import sqrt from joblib import Parallel, delayed import time if __name__ == '__main_… Read more Joblib Simple Example Parallel Example Slower Than Simple