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PyTorch Extension Library of Optimized Scatter Operations

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Hello! We wish to use the torch-scatter package in our project as we find it very useful. Unfortunately, the dependency management of this package is not transparent enough to allow...

Hello! Current implementation of scatter operations requires an index in source tensor for each value that will be scattered and updates the corresponding index in result tensor with atomic operations...

When I run this code with LLVM-12's undefined behaviour sanitizer enabled, I see: ``` pytorch/torch-scatter/csrc/cpu/segment_csr_cpu.cpp:60:3: runtime error: applying non-zero offset 8 to null pointer #0 0x7fa95da15396 in segment_csr_cpu(at::Tensor, at::Tensor, c10::optional,...

Hi there! I wanted to use scatter, without reducing for any operation. Is there any way in which we can use pytorch_scatter to achieve the same? For Example: src: [374,200]...

Thanks for the brilliant project! I am looking for a method to collect and stack all the tensors located in the same region instead of calculating the sum/mean of them....

Closes #265 This pull request does the following: 1. Adds `torch` as a build requirement using `pyproject.toml` as described in https://setuptools.readthedocs.io/en/latest/build_meta.html. The use of `setup.py` is getting towards the end...

As I click https://data.pyg.org/whl/torch-1.7.1%2Bcu101.html, the hyperlinks are all torch1.7.0+cu101. Is there anything wrong? Because as I install pip install torch-scatter -f https://pytorch-geometric.com/whl/torch-1.7.1+cu101.html, the error raises: Looking in links: https://pytorch-geometric.com/whl/torch-1.7.1+cu101.html Collecting...

There are three axes of parallelism in the current implementation: batch_dim-wise (easiest, does not require any locking), scatter_dim-wise (requires locking), and all other dim-wise (requires locking). This implementation attempts to...

Hi, I can't resolve the following errors when I am trying to install pytorch-scatter with ``` pip3 install --no-cache-dir --verbose torch-scatter==2.0.8 ``` For reference, I am running on pytorch 1.9.1,...

RuntimeError: Expected object of scalar type Long but got scalar type Float for argument #3 'index' in call to _th_scatter_add_ The above operation failed in interpreter. Traceback (most recent call...