Created
July 4, 2018 20:14
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Fast.ai Install on Google Colab
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!pip install fastai | |
!apt-get -qq install -y libsm6 libxext6 && pip install -q -U opencv-python | |
import cv2 | |
from os import path | |
from wheel.pep425tags import get_abbr_impl, get_impl_ver, get_abi_tag | |
platform = '{}{}-{}'.format(get_abbr_impl(), get_impl_ver(), get_abi_tag()) | |
accelerator = 'cu80' if path.exists('/opt/bin/nvidia-smi') else 'cpu' | |
!pip install -q http://download.pytorch.org/whl/{accelerator}/torch-0.3.0.post4-{platform}-linux_x86_64.whl torchvision | |
import torch | |
!pip install Pillow==4.0.0 | |
!pip install image | |
%matplotlib inline | |
from fastai.imports import * |
Thanks @zeeshansayad
hello guys, I have a problem and that is when i change runtime type the GPU that comes up is Tesla T4 and this GPU doesn't support cuda versions below 10. on the other hand pytorch version 0.3 doesn't support cuda 10. does anyone have an idea what should i do?
Unfortunately, the script posted by OP doesn't work anymore. After a lot of trial and error, I was able to run all the code blocks successfully using just the following.
!pip install torchvision==0.1.9 !pip install fastai==0.7.0 !pip install torchtext==0.2.3
This works fine for me. I add another line, which fixes sklearn
import error as referenced by the official commit to old/fastai (0.7.0)
directory. The complete would be:
!pip install torchvision==0.1.9
!pip install torchtext==0.2.3
!pip install fastai==0.7.0
!sed --in-place '4 c\
from sklearn.preprocessing import LabelEncoder, StandardScaler;from sklearn.impute._base import SimpleImputer as Imputer' /usr/local/lib/python3.6/dist-packages/fastai/structured.py
Paste this script in your cell and run.
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Check this link : https://course.fast.ai/start_colab.html
Install the necessary packages :
!curl -s https://course.fast.ai/setup/colab | bash
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