ameya98/install_PyG.py

17barbieri · 2021-02-27T09:22:19Z

Hi,
For some reason this code worked perfectly well once and dosn't work any more now.
Do you know about any changes in Colab/PyTorch between the 26 ad 27 February ?
I get the following error:

Looking in links: https://pytorch-geometric.com/whl/torch-1.7.1.html
ERROR: Could not find a version that satisfies the requirement torch-scatter==latest+cu101 (from versions: 0.3.0, 1.0.2, 1.0.3, 1.0.4, 1.1.0, 1.1.1, 1.1.2, 1.2.0, 1.3.0, 1.3.1, 1.3.2, 1.4.0, 2.0.2, 2.0.3, 2.0.4, 2.0.5)
ERROR: No matching distribution found for torch-scatter==latest+cu101

Looking in links: https://pytorch-geometric.com/whl/torch-1.7.1.html
ERROR: Could not find a version that satisfies the requirement torch-sparse==latest+cu101 (from versions: 0.1.0, 0.2.0, 0.2.1, 0.2.2, 0.2.3, 0.2.4, 0.4.0, 0.4.1, 0.4.2, 0.4.3, 0.4.4, 0.5.1, 0.6.0, 0.6.1, 0.6.3, 0.6.4, 0.6.5, 0.6.6, 0.6.7, 0.6.8)
ERROR: No matching distribution found for torch-sparse==latest+cu101

Looking in links: https://pytorch-geometric.com/whl/torch-1.7.1.html
ERROR: Could not find a version that satisfies the requirement torch-cluster==latest+cu101 (from versions: 0.1.1, 0.2.3, 0.2.4, 1.0.1, 1.0.3, 1.1.1, 1.1.2, 1.1.3, 1.1.4, 1.1.5, 1.2.1, 1.2.2, 1.2.3, 1.2.4, 1.3.0, 1.4.0, 1.4.1, 1.4.2, 1.4.3a1, 1.4.3, 1.4.4, 1.4.5, 1.5.2, 1.5.3, 1.5.4, 1.5.5, 1.5.6, 1.5.7, 1.5.8)
ERROR: No matching distribution found for torch-cluster==latest+cu101

Looking in links: https://pytorch-geometric.com/whl/torch-1.7.1.html
ERROR: Could not find a version that satisfies the requirement torch-spline-conv==latest+cu101 (from versions: 0.1.0, 1.0.0, 1.0.1, 1.0.3, 1.0.4, 1.0.5, 1.0.6, 1.1.0, 1.1.1, 1.2.0, 1.2.1)
ERROR: No matching distribution found for torch-spline-conv==latest+cu101

I'm using python 3.7.1, cuda version is 1.0.1 and I'm using colab's GPUs...
Thanks in advance for your help !

ameya98 · 2021-02-27T12:41:03Z

I believe this is due to upstream changes in pip v20.3 and later. I had similar issues elsewhere.

Edit: Should be fixed now! I used the solution at pyg-team/pytorch_geometric#1876.
Let me know if it works!

nshl99 · 2021-03-02T23:14:37Z

Hi, I've just tried this, but I'm still getting this same error:

RuntimeError: Detected that PyTorch and torch_scatter were compiled with different CUDA versions. PyTorch has CUDA version 10.1 and torch_scatter has CUDA version 0.0. Please reinstall the torch_scatter that matches your PyTorch install.

It's strange as I managed to get it to work this morning without using this method, but that doesn't work too now.
Any ideas?

I ran it again but this time on the GPU, and I now get this error when trying to import torch_geometric:
RuntimeError: Detected that PyTorch and torch_sparse were compiled with different CUDA versions. PyTorch has CUDA version 10.1 and torch_sparse has CUDA version 11.0. Please reinstall the torch_sparse that matches your PyTorch install.

I installed torch again with:
!pip install torch==1.7.1+cu110 torchvision==0.8.2+cu110 torchaudio===0.7.2 -f https://download.pytorch.org/whl/torch_stable.html

Then proceeded to install all the torch_geometric modules using torch1.7.1+cu110, and this seems to work fine

ameya98 · 2021-03-03T03:30:38Z

Interesting, I'll take a look.

17barbieri · 2021-03-03T07:53:25Z

I believe this is due to upstream changes in pip v20.3 and later. I had similar issues elsewhere.

Edit: Should be fixed now! I used the solution at rusty1s/pytorch_geometric#1876.
Let me know if it works!

Works thank you very much !

m-e-l-u-h-a-n · 2021-03-22T12:20:41Z

Huge thanks for this works for me without any changes needed.

ali1810 · 2021-06-03T18:22:56Z

!pip install torch==1.7.1+cu110 torchvision==0.8.2+cu110 torchaudio===0.7.2 -f https://download.pytorch.org/whl/torch_stable.html

This works for me as I was having problem to solve the problem installing torch-scatter

ameya98 · 2021-06-03T19:13:59Z

Not sure I understand, is something not working? @ali1810

usualwitch · 2021-06-23T11:05:36Z

Thank you! Works perfectly!

homerjed · 2021-07-07T11:22:48Z

I found only this worked, and it worked in under 5x the time:

!pip install -q torch-scatter -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-sparse -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-cluster -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-geometric

siddarth-c · 2021-07-11T05:45:27Z

I found only this worked, and it worked in under 5x the time:

!pip install -q torch-scatter -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-sparse -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-cluster -f https://pytorch-geometric.com/whl/torch-1.9.0+cu102.html
!pip install -q torch-geometric

@homerjed Works well:+1:

ameya98 · 2021-07-11T15:16:45Z

Thanks @homerjed! Let me try to see if there's a way that will automatically find the latest package versions.

vgthengane · 2021-10-08T07:56:41Z

It worked for me. Thank you

mmcinnestaylor · 2021-10-28T04:30:34Z

This was massively helpful. Thanks!

Jiayi-Pan · 2021-11-03T20:21:34Z

Colab has updated its cuda version recently, and ALL the solutions above seem DO NOT WORK.
TRY THIS ONE

# Add this in a Google Colab cell to install the correct version of Pytorch Geometric.
import torch

def format_pytorch_version(version):
  return version.split('+')[0]

TORCH_version = torch.__version__
TORCH = format_pytorch_version(TORCH_version)

def format_cuda_version(version):
  return 'cu' + version.replace('.', '')

CUDA_version = torch.version.cuda
CUDA = format_cuda_version(CUDA_version)

!pip install torch-scatter -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-sparse -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-cluster -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-spline-conv -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-geometric

IbtihalFerwana · 2021-11-10T05:14:01Z

That also did not work with me,
I received this error OSError: libcudart.so.10.2: cannot open shared object file: No such file or directory

ved164 · 2022-02-01T12:24:54Z

Works for me. Thank you.

kunal-bhadra · 2022-03-30T10:49:26Z

@Jiayi-Pan's code still works today. Thanks!

shahriar1489 · 2022-04-27T08:38:11Z

Code works fine. Thank you!

paulagd · 2022-05-03T17:42:43Z

This was very helpful! Still works today!

talha1503 · 2022-05-14T15:18:06Z

Colab has updated its cuda version recently, and ALL the solutions above seem DO NOT WORK. TRY THIS ONE

# Add this in a Google Colab cell to install the correct version of Pytorch Geometric.
import torch

def format_pytorch_version(version):
  return version.split('+')[0]

TORCH_version = torch.__version__
TORCH = format_pytorch_version(TORCH_version)

def format_cuda_version(version):
  return 'cu' + version.replace('.', '')

CUDA_version = torch.version.cuda
CUDA = format_cuda_version(CUDA_version)

!pip install torch-scatter -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-sparse -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-cluster -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-spline-conv -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-geometric

This is not working currently on google colab. Can anyone help me out? Thanks in advance.

Jiayi-Pan · 2022-05-14T20:09:02Z

Add this in a Google Colab cell to install the correct version of Pytorch Geometric.

import torch

def format_pytorch_version(version):
return version.split('+')[0]

TORCH_version = torch.version
TORCH = format_pytorch_version(TORCH_version)

def format_cuda_version(version):
return 'cu' + version.replace('.', '')

CUDA_version = torch.version.cuda
CUDA = format_cuda_version(CUDA_version)

!pip install torch-scatter -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-sparse -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-cluster -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-spline-conv -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-geometric

Hi, it still works fine on my side at Colab as 2022/5/14.

yezil3 · 2022-07-20T22:55:59Z

Colab has updated its cuda version recently, and ALL the solutions above seem DO NOT WORK. TRY THIS ONE

# Add this in a Google Colab cell to install the correct version of Pytorch Geometric.
import torch

def format_pytorch_version(version):
  return version.split('+')[0]

TORCH_version = torch.__version__
TORCH = format_pytorch_version(TORCH_version)

def format_cuda_version(version):
  return 'cu' + version.replace('.', '')

CUDA_version = torch.version.cuda
CUDA = format_cuda_version(CUDA_version)

!pip install torch-scatter -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-sparse -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-cluster -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-spline-conv -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-geometric

Works! Thanks a lot!

suraniadi · 2023-05-14T00:14:30Z

Works. Cool!

mathsrocks · 2023-07-17T10:16:41Z

Colab has updated its cuda version recently, and ALL the solutions above seem DO NOT WORK. TRY THIS ONE

# Add this in a Google Colab cell to install the correct version of Pytorch Geometric.
import torch

def format_pytorch_version(version):
  return version.split('+')[0]

TORCH_version = torch.__version__
TORCH = format_pytorch_version(TORCH_version)

def format_cuda_version(version):
  return 'cu' + version.replace('.', '')

CUDA_version = torch.version.cuda
CUDA = format_cuda_version(CUDA_version)

!pip install torch-scatter -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-sparse -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-cluster -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-spline-conv -f https://data.pyg.org/whl/torch-{TORCH}+{CUDA}.html
!pip install torch-geometric

Works like a charm, thanks - installation time down from 33min to 36sec.

MarkValadez · 2024-05-01T15:29:53Z

Same here, worked well for me!

benisalla · 2024-09-19T15:47:54Z

this worked for me in colab notebook:

!pip install torch-scatter -f https://data.pyg.org/whl/torch-2.4.0+cu121.html

but make sure that you have the same torch version as here: 2.4.0 ( because i have torch-2.4.0)

ameya98/install_PyG.py

17barbieri commented Feb 27, 2021

ameya98 commented Feb 27, 2021 •

edited

Loading

nshl99 commented Mar 2, 2021 •

edited

Loading

ameya98 commented Mar 3, 2021

17barbieri commented Mar 3, 2021

m-e-l-u-h-a-n commented Mar 22, 2021

ali1810 commented Jun 3, 2021

ameya98 commented Jun 3, 2021

usualwitch commented Jun 23, 2021

homerjed commented Jul 7, 2021 •

edited

Loading

siddarth-c commented Jul 11, 2021

ameya98 commented Jul 11, 2021

vgthengane commented Oct 8, 2021

mmcinnestaylor commented Oct 28, 2021

Jiayi-Pan commented Nov 3, 2021 •

edited

Loading

IbtihalFerwana commented Nov 10, 2021

ved164 commented Feb 1, 2022

kunal-bhadra commented Mar 30, 2022

shahriar1489 commented Apr 27, 2022

paulagd commented May 3, 2022

talha1503 commented May 14, 2022

Jiayi-Pan commented May 14, 2022 •

edited

Loading

yezil3 commented Jul 20, 2022

suraniadi commented May 14, 2023

mathsrocks commented Jul 17, 2023

MarkValadez commented May 1, 2024

benisalla commented Sep 19, 2024

	# Add this in a Google Colab cell to install the correct version of Pytorch Geometric.
	import torch

	def format_pytorch_version(version):
	return version.split('+')[0]

	TORCH_version = torch.__version__
	TORCH = format_pytorch_version(TORCH_version)

	def format_cuda_version(version):
	return 'cu' + version.replace('.', '')

	CUDA_version = torch.version.cuda
	CUDA = format_cuda_version(CUDA_version)

	!pip install torch-scatter -f https://pytorch-geometric.com/whl/torch-{TORCH}+{CUDA}.html
	!pip install torch-sparse -f https://pytorch-geometric.com/whl/torch-{TORCH}+{CUDA}.html
	!pip install torch-cluster -f https://pytorch-geometric.com/whl/torch-{TORCH}+{CUDA}.html
	!pip install torch-spline-conv -f https://pytorch-geometric.com/whl/torch-{TORCH}+{CUDA}.html
	!pip install torch-geometric

ameya98/install_PyG.py

17barbieri commented Feb 27, 2021

ameya98 commented Feb 27, 2021 • edited Loading

nshl99 commented Mar 2, 2021 • edited Loading

ameya98 commented Mar 3, 2021

17barbieri commented Mar 3, 2021

m-e-l-u-h-a-n commented Mar 22, 2021

ali1810 commented Jun 3, 2021

ameya98 commented Jun 3, 2021

usualwitch commented Jun 23, 2021

homerjed commented Jul 7, 2021 • edited Loading

siddarth-c commented Jul 11, 2021

ameya98 commented Jul 11, 2021

vgthengane commented Oct 8, 2021

mmcinnestaylor commented Oct 28, 2021

Jiayi-Pan commented Nov 3, 2021 • edited Loading

IbtihalFerwana commented Nov 10, 2021

ved164 commented Feb 1, 2022

kunal-bhadra commented Mar 30, 2022

shahriar1489 commented Apr 27, 2022

paulagd commented May 3, 2022

talha1503 commented May 14, 2022

Jiayi-Pan commented May 14, 2022 • edited Loading

Add this in a Google Colab cell to install the correct version of Pytorch Geometric.

yezil3 commented Jul 20, 2022

suraniadi commented May 14, 2023

mathsrocks commented Jul 17, 2023

MarkValadez commented May 1, 2024

benisalla commented Sep 19, 2024

ameya98 commented Feb 27, 2021 •

edited

Loading

nshl99 commented Mar 2, 2021 •

edited

Loading

homerjed commented Jul 7, 2021 •

edited

Loading

Jiayi-Pan commented Nov 3, 2021 •

edited

Loading

Jiayi-Pan commented May 14, 2022 •

edited

Loading