Apache TVM

Clone this repo:
  1. 16cb571 [TFLITE]Nit: Function names made consitent (#5515) by Samuel · 3 weeks ago master
  2. 7cbc0ca [PATCH] [ring_buffer.h] Improve commentary for RingBuffer (#5518) by Ramana Radhakrishnan · 3 weeks ago
  3. 4c9724d [RPC][BUGFIX][BACKPORT-0.6] Fix bug in rpc ring buffer shrink (#5516) by Tianqi Chen · 3 weeks ago
  4. 32a094c [QNN] Support CallNode inputs in qnn.concatenate (#5360) by mbaret · 3 weeks ago
  5. 70a5902 [RPC] Call sync in remote cpu to gpu copies (#5512) by Tianqi Chen · 3 weeks ago

Open Deep Learning Compiler Stack

Documentation | Contributors | Community | Release Notes

Build Status WinMacBuild

Apache TVM (incubating) is a compiler stack for deep learning systems. It is designed to close the gap between the productivity-focused deep learning frameworks, and the performance- and efficiency-focused hardware backends. TVM works with deep learning frameworks to provide end to end compilation to different backends.


© Contributors Licensed under an Apache-2.0 license.

Contribute to TVM

TVM adopts apache committer model, we aim to create an open source project that is maintained and owned by the community. Checkout the Contributor Guide


We learned a lot from the following projects when building TVM.

  • Halide: Part of TVM's TIR and arithmetic simplification module originates from Halide. We also learned and adapted some part of lowering pipeline from Halide.
  • Loopy: use of integer set analysis and its loop transformation primitives.
  • Theano: the design inspiration of symbolic scan operator for recurrence.