mit-han-lab torchsparse issues

mit-han-lab / torchsparse

[MICRO'23, MLSys'22] TorchSparse: Efficient Training and Inference Framework for Sparse Convolution on GPUs.

https://torchsparse.mit.edu

MIT License

1.22k stars 143 forks source link

issues

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Performance on denser point clouds?

#339 murrdpirate opened 1 day ago
0
[BUG] <title> Will torchsparse++ support conv2d?

#338 DayBeha opened 1 week ago
0
Move away from deprecated methods

#337 malfet opened 2 weeks ago
0
[Installation] Website with wheels is inaccessible.

#336 jpaulos opened 3 weeks ago
1
[Installation] Installation in docker

#335 maxiuw opened 1 month ago
0
added mmdetection3d and openpcdet integrations.

#334 ioeddk closed 6 days ago
1
How can I imitate spconv.Conv3d with stride = 1?

#333 chriskeraly opened 1 month ago
0
Is DDP training and nn.SyncBatchNorm.convert_sync_batchnorm supported ?

#332 barzanisar opened 1 month ago
1
[BUG] Calling backward with fp16 inputs results in RuntimeError: expected scalar type Float but found Half

#331 luisa-waabi opened 1 month ago
0
Unable to install via install script or manual download - wheels down.

#330 perrineedham closed 1 month ago
1
Support for Cuda 12.1

#329 ammaryasirnaich opened 2 months ago
1
[Installation] <cannot import name 'PointTensor' from 'torchsparse.tensor' , where can I download the version 1.4.0>

#328 liyuan-qiu closed 1 month ago
2
Try to understand spconv behavior

#327 nullplay closed 2 months ago
2
[Feature Request] Generate Conv3D results on another set of coordinates

#326 Tortoise0Knight opened 3 months ago
0
[BUG] `SparseTensor.__add__` sometimes won't work even both `spatial_range` stay the same.

#325 ytliu74 opened 3 months ago
0
In torch.sparse v2.0. The batch_size should be put in the last dimension or the first dimension ?

#324 Miaosheng1 closed 2 months ago
1
[BUG] <numBlocks in Y dimension is larger than needed for FetchOnDemand_no_fusion>

#323 yokosyun opened 3 months ago
0
[Installation] <title>

#322 JuandZuniga closed 2 months ago
1
Fix the dimension index

#321 zhijian-liu closed 3 months ago
0
[Installation] cant install

#320 inception117 closed 3 months ago
1
Installation from git directly.

#319 ioeddk closed 3 months ago
1
[BUG] Conv3d: Inconsistent docs on bias=True|False

#318 francotheengineer closed 3 months ago
1
spnn.Conv3dTranspose

#317 kai0416s closed 3 months ago
7
Question about voxelization (spvoxelize)

#316 sIHURs opened 4 months ago
0
Different Minkunet outputs during foward between spconv and torchsparse++

#315 Fengzexu opened 4 months ago
0
update impact

#314 kentang-mit closed 4 months ago
0
[Installation] <title>No version for installation

#313 zhanxch closed 2 months ago
1
fix illegal memory access error

#312 dingfengshi opened 4 months ago
0
[Installation] Please tag the 2.1.0 code

#311 gspr closed 3 months ago
2
spatial_range, what is it and how to specify?

#310 Tortoise0Knight closed 3 months ago
2
[Feature Request] Generate Conv3D results on another set of coordinates?

#309 Tortoise0Knight closed 3 months ago
10
`F.set_kmap_mode()` has no effect

#308 rfeinman opened 5 months ago
1
[Installation] <Out of RAM to build>

#306 yokosyun closed 6 months ago
1
Cannot find reference 'SparseTensor' in 'imported module torchsparse'[Installation] <title>

#305 wenqi66 closed 6 months ago
0
[BUG] CUDA memory error when batch_size is 8

#303 hua0x522 closed 3 months ago
3
[BUG] <title> v2.1 do not support dilation?

#302 Peeta586 opened 7 months ago
1
SparseResUNet42 should have LAYERS = (2, 3, 4, 6, 2, 2, 2, 2) instead of LAYERS = (2, 2, 2, 2, 2, 2, 2, 2)

#301 YilmazKadir closed 6 months ago
1
[Installation] Pypi server unavailable

#300 mella30 closed 2 months ago
26
Fix the spatial range updating bug

#299 ys-2020 closed 5 months ago
1
[Installation] ImportError in version 1.4.0 on M1

#297 eat-slim closed 6 months ago
1
[BUG] `coords` batch index should be 0 instead of 3 in `bev.py`

#296 ashawkey closed 3 months ago
1
Can't use the spnn.Conv3d

#295 qifeng22 closed 3 months ago
1
Some conditions of Transposed Upsampling in U-Shaped network

#294 CaomouN closed 6 months ago
1
Can sparse convolution benefit from the pre-existing weights of dense convolution?

#293 ZzTodd22 closed 3 months ago
1
[BUG] Wrong SparseTensor.dense conversion

#292 hontrn9122 closed 9 months ago
3
[Installation] Error: cannot import name 'PointTensor' from 'torchsparse'

#291 binaryannamolly closed 8 months ago
2
[BUG] <title>Cuda out of memory

#290 JunyuanDeng closed 6 months ago
2
Differences between branch master and v2.1.0

#289 getianao closed 9 months ago
1
[BUG] <problems encountered when reproducing artifact evaluation>

#287 hua0x522 closed 9 months ago
4
Uncertainty Regarding the Usage of Tunner in torchsparse

#286 zhangchenqi123 closed 9 months ago
2