[Apache TVM Discuss] [Development/RFC] [DISCUSS] Embed more Bound Information into Var or Expr

2020-09-14 Thread Anirudh via Apache TVM Discuss
I'm know I'm quite late to this discussion, but is there a way to embed bound information on variables now. I know that we have `tvm.tir.SizeVar` which defines a bound of `>= 0`, but couldn't find a way to directly embed bound information on variables without writing a pass through TIR. Tha

Re: [apache/incubator-tvm] [RFC] 3D model support (#4009)

2020-09-14 Thread hyperfraise
Do you guys know if we have the same speedups than with 2d conv networks like resnet 50 8 bit quantized vs FP32 / 16 ? Is the full range of optimizations available for this ? In comparison, TensorRT doesn't support 8 bit quantization (and other optimizations) for 3d operations, so the speedup i

[Apache TVM Discuss] TVM Community Meeting, September 14 2020

2020-09-14 Thread Chris Hoge via Apache TVM Discuss
On this Thursday at 9 AM PT we'll be holding our next TVM Community Meeting! The agenda, along with the instructions on joining by Zoom, are [this document](https://docs.google.com/document/d/1bfE7Ydk43aMM3aiLf8GM7xEatPJwhj839ANfBheUJcM/edit). You can also subscribe to the [TVM Community Meeti

[Apache TVM Discuss] [Development/RFC] [RFC] tlcpack: Thirdparty Binary Packages

2020-09-14 Thread Haichen Shen via Apache TVM Discuss
So far we only released source code in past tvm releases, and we will continue to do so. As we continue to develop tvm, we also see some demand for convenient binary packages, such as wheel or docker binaries. One important factor of such binary packages is the potential links with third part

[Apache TVM Discuss] [Development/RFC] [RFC] tlcpack: Thirdparty Binary Packages

2020-09-14 Thread Junru Shao via Apache TVM Discuss
Finally! Thank you for the hard work!! --- [Visit Topic](https://discuss.tvm.apache.org/t/rfc-tlcpack-thirdparty-binary-packages/7903/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.or

[Apache TVM Discuss] [Development/RFC] [RFC] tlcpack: Thirdparty Binary Packages

2020-09-14 Thread Chenfan via Apache TVM Discuss
Thanks! The pip package will be of great help if one just wants to run some simple tests. And the developer docker images are also helpful, I have had trouble building TVM in a old CentOS system which only have gcc 4.8 support. BTW, I'm curious about the decision of releasing cuda100 with 101