Package: wnpp Severity: wishlist Owner: Wookey <[email protected]> * 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.
