Bug#949155: ITP: tvm -- Deep Learning compiler
Package: wnpp
Severity: wishlist
Owner: Wookey <wookey@debian.org>
* Package name : tvm
Version : 0.6.0
Upstream Author : Apache tvm incubator project
* URL : https://tvm.apache.org/
* License : Apache 2.0
Programming Lang: C++, (with go, java, python, rust parts)
Description : Deep Learning compiler
TVM is a deep learning compiler stack for CPUs, GPUs, and specialized
accelerators. It interfaces between the productivity-focused deep
learning frameworks, and the performance- or efficiency-oriented
hardware backends. TVM compiles deep learning models in Keras, MXNet,
PyTorch, Tensorflow, CoreML, and DarkNet into minimum deployable modules
on various hardware backends (CPUs, GPUs and specialised accelerators).
It also provides tools to auto-generate and optimize tensor operators on
more backends with better performance.
This is part of the growing stack of AI software.
If anyone else is interested in helping with this package that would
be great because I know very little about AI. I'm mostly interested
because this piece is the next step up above low-level support like
openCL, arm compute library and armNN (neural network accelerator
support), which I am also working on/helping with. I do have access to
people with clue in linaro, where this packaging will be initially
tested, but in the longer term people actually using AI tools in
debian would be best place to look after this.
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