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cai4cai
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torchsparsegradutils
A collection of utility functions to work with PyTorch sparse tensors
Apache License 2.0
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Added .devcontainer setup and updated versions
#59
theo-barfoot
closed
2 weeks ago
0
[BUG] RuntimeError when using `tensor_split` with CUDA tensors in `segment_mm`
#58
theo-barfoot
opened
2 weeks ago
2
Added simple workarounds for gather_mm and segment_mm
#57
tvercaut
closed
1 month ago
0
Consider adding a pure PyTorch function for `segment_mm` and `gather_mm`
#56
tvercaut
closed
1 month ago
1
[Feature] Add dependency-free GMRES
#55
tvercaut
opened
1 month ago
0
Linting
#54
mhubii
closed
7 months ago
0
RuntimeError: "addmm_sparse_cuda" not implemented for 'Half'
#53
EvgenyUgolkov
closed
8 months ago
2
Limitation by INT_MAX elements
#52
EvgenyUgolkov
closed
8 months ago
2
Handle vector RHS in sparse solver routine
#51
tvercaut
opened
10 months ago
0
Cupy backpropagation error
#50
tangzhenjie
closed
10 months ago
5
Provide bindings (or examples) for Theseus and BaSpaCho
#49
tvercaut
opened
1 year ago
0
Automated package deployment to PYPI
#48
denproc
closed
2 weeks ago
0
Remove arg_constraints warning and allow .to(device)
#47
theo-barfoot
closed
1 year ago
0
Restructure test and permit pip install
#45
theo-barfoot
closed
1 year ago
0
Pairwise Voxel Encoder
#44
theo-barfoot
closed
1 year ago
0
Consolidate All Tests to Use Pytest Framework
#43
theo-barfoot
opened
1 year ago
0
Sparse Multivariate Normal Distribution
#42
theo-barfoot
closed
1 year ago
3
require torch>=2.0 or workaround missing `check_sparse_tensor_invariants`
#41
tvercaut
closed
1 year ago
0
consolidate unit testing framework
#40
tvercaut
closed
1 year ago
1
Batched triangular solve
#39
theo-barfoot
closed
1 year ago
0
Batched mm
#38
theo-barfoot
closed
1 year ago
0
Modify custom `torch.autograd.Function`s to use `setup_context` instead of passing `ctx` as an argument to `forward`
#37
tvercaut
opened
1 year ago
1
35 generating random sparse matrices
#36
theo-barfoot
closed
1 year ago
0
Add convenience functions for generating random sparse matrices for testing
#35
theo-barfoot
closed
1 year ago
0
Add support for batched sparse matrix with batched dense matrix multiplication
#34
tvercaut
closed
1 year ago
1
A simple notebook aiming at comparing different solvers
#33
tvercaut
closed
1 year ago
0
Add a benchmark for various solvers
#32
tvercaut
opened
1 year ago
0
Compute only the required gradients in the backward pass
#31
tvercaut
opened
1 year ago
0
Add support for dense matrices in generic solvers
#30
tvercaut
opened
1 year ago
0
Provide pre-conditioners for iterative methods
#29
tvercaut
opened
1 year ago
1
Initial implementation of backward pass for sparse linear least squares
#28
tvercaut
closed
1 year ago
0
Backpropagatable sparse least-squares
#27
tvercaut
closed
1 year ago
0
Lsmr
#26
tvercaut
closed
1 year ago
0
Bicgstab
#25
tvercaut
closed
1 year ago
0
Bicgstab
#24
tvercaut
closed
1 year ago
0
Provide BiCGSTAB with no extra dependency
#23
tvercaut
closed
1 year ago
0
Provide LSMR with no extra dependency
#22
tvercaut
closed
1 year ago
1
Generic solver
#21
tvercaut
closed
1 year ago
0
Make SparseSolveC4T more flexible
#20
tvercaut
closed
1 year ago
0
Make SparseSolveJ4T more flexible
#19
tvercaut
closed
1 year ago
0
Structure package to allow for running unit tests after `pip install`
#18
tvercaut
closed
1 year ago
0
Basic IO bindings for cupy
#17
tvercaut
closed
1 year ago
0
Skeleton for optional dependencies implemented for jax
#16
tvercaut
closed
1 year ago
0
skip triangular solve CPU tests on windows
#15
theo-barfoot
closed
1 year ago
0
Skip triangular solve tests on CPU for Windows
#14
theo-barfoot
closed
1 year ago
3
unitriangular solve and tests
#13
theo-barfoot
closed
1 year ago
7
Add backpropagatable sparse unit triangular linear solver
#12
tvercaut
closed
1 year ago
1
Specify dependency on pytorch >= 1.13
#11
tvercaut
closed
1 year ago
0
Add basic github workflow for automated testing
#10
masadcv
closed
1 year ago
3
Add convenience functions to map sparse tensor to/from cupy and jax
#9
tvercaut
closed
1 year ago
2
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