tvm

tvm copied to clipboard

LLVM error when import torch_tvm after building pytorch and torch_tvm from source

5

Environments: Ubuntu16.04 LTS, Python 3.6.9, LLVM 8.0, GCC 5.4, Pytorch Nightly version (build from source), torch_tvm master branch. Successfully import tvm, but encounter error when import torch_tvm:  Bottom of...

DreamChaserMXF

import torch_tvm error

5

python setup.py test output: ========================================================================================================= test session starts ========================================================================================================= platform linux -- Python 3.7.4, pytest-5.3.2, py-1.8.1, pluggy-0.13.1 rootdir: /tvm, inifile: setup.cfg, testpaths: test collected 0 items / 3 errors ===============================================================================================================...

mowayao

Detect the C++ ABI of LLVM and PyTorch libs, ensure they are compatible and then build torch_tvm accordingly.

bwasti

Saving the compiled graph

1

Hi, I have two questions: - How to save the compiled graph? Does saving the compiled graph save the tvm::CompilationGroup symbols along with the compiled subgraphs? I hope it will...

bhagatindia

`python3 test/benchmarks.py` output: ```Tracing model with JIT Warming JIT up with 10 runs Running JIT 100 times Done benchmarking JIT Tracing model with TVM Warming TVM up with 10 iters...

lolongcovas

3D Convolution?

1

It seems that there is no 3D convolution support. the tests are 1D and 2D. Is it correct? if so, are there plan to add 3D support? 3D convolution is...

xiuliren

Tutorials on tvm with pytorch?

2

Usage examples, comparations using tvm or vanilla pytorch?

lucasjinreal

Cannot Import torch_tvm

2

I have installed the torch nightly build (torch-1.3.0.dev20190819-cp36-cp36m-linux_x86_64.whl) and successfully build torch_tvm. However, when I try to import torch_tvm I get the following error: ``` >>> import torch_tvm Traceback (most...

scnakandala

No significant change in iters/sec while comparing cpu vs gpu performance

5

I have installed torch_tvm with cuda/opencl support by enabling the following options: https://github.com/dmlc/tvm/blob/master/cmake/config.cmake#L32 https://github.com/dmlc/tvm/blob/master/cmake/config.cmake#L129 https://github.com/dmlc/tvm/blob/master/cmake/config.cmake#L132 Trying to compare the cpu vs gpu performance by running the following test: https://github.com/pytorch/tvm/blob/master/test/benchmarks.py -...

hemantranvir

Question on FuseSupportedOps pass

2

I was just playing around with this optimization pass with the main PyTorch project. I was curious to understand why [control flow operators are not handled here](https://github.com/pytorch/tvm/blob/master/torch_tvm/fusion_pass.cpp#L30). What was the...

vdantu