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How to install nvidia apex on Google Colab


How to install nvidia apex on Google Colab

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How to install nvidia apex on Google Colab
Tag : python , By : ianium
Date : November 29 2020, 12:01 PM

I hope this helps you . (wanted to just add a comment but I don't have enough reputation...)
it works for me but the cd is actually not required. Also, I needed the two global options as suggested here: https://github.com/NVIDIA/apex/issues/86
%%writefile setup.sh

git clone https://github.com/NVIDIA/apex
pip install -v --no-cache-dir --global-option="--cpp_ext" --global-option="--cuda_ext" ./apex
!sh setup.sh

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How to install TA-lib in google colab?


Tag : python , By : Ben Brown
Date : March 29 2020, 07:55 AM
I think the issue was by ths following , Have you tried following instructions from here?
https://github.com/mrjbq7/ta-lib
!wget http://prdownloads.sourceforge.net/ta-lib/ta-lib-0.4.0-src.tar.gz
!tar -xzvf ta-lib-0.4.0-src.tar.gz
%cd ta-lib
!./configure --prefix=/usr
!make
!make install
!pip install Ta-Lib
import talib

How to install and use basemap on Google Colab?


Tag : python , By : Theo
Date : March 29 2020, 07:55 AM
it helps some times I'm using google Colab notebook for a project that requires me to plot GPS coordinates on a map. I want to use basemap for this purpose. I tried to import it on the Colab notebook by using
!apt-get install libgeos-3.5.0
!apt-get install libgeos-dev
!pip install https://github.com/matplotlib/basemap/archive/master.zip
!pip install pyproj==1.9.6
from mpl_toolkits.basemap import Basemap
import matplotlib.pyplot as plt
%matplotlib inline

cannot install functools32 on google colab


Tag : python , By : Hugo Hernan Buitrago
Date : March 29 2020, 07:55 AM
Hope this helps functools32 is a backport of the Python 3.2 functools module for use on Python versions 2.7. It shouldn't be installed for Python 3.6.

ImportError: Please install apex from https://www.github.com/nvidia/apex to use distributed and fp16 training


Tag : python-3.x , By : Jonathan
Date : March 29 2020, 07:55 AM
will be helpful for those in need cannot install apex for distributed and fp16 training of bert model i have tried to install by cloning the apex from github and tried to install packages using pip , This worked for me:
import os, sys, shutil
import time
import gc
from contextlib import contextmanager
from pathlib import Path
import random
import numpy as np, pandas as pd
from tqdm import tqdm, tqdm_notebook

@contextmanager
def timer(name):
    t0 = time.time()
    yield
    print(f'[{name}] done in {time.time() - t0:.0f} s')

USE_APEX = True

if USE_APEX:
            with timer('install Nvidia apex'):
                # Installing Nvidia Apex
                os.system('git clone https://github.com/NVIDIA/apex; cd apex; pip install -v --no-cache-dir' + 
                          ' --global-option="--cpp_ext" --global-option="--cuda_ext" ./')
                os.system('rm -rf apex/.git') # too many files, Kaggle fails
                from apex import amp

How to install CUDA in Google Colab GPU's


Tag : python , By : Lord Zantor
Date : March 29 2020, 07:55 AM
this one helps. I pretty much believe that Google Colab has Cuda pre-installed... You can make sure by opening a new notebook and type !nvcc --version which would return the installed Cuda version.
Here is mine:
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