Skip to content

Commit

Permalink
[RFC] [Contrib] Minimal runtime (~12kb .text on ARMv7/x86) for subset…
Browse files Browse the repository at this point in the history
… of TVM models

This is an alternative implementation of a subset of the TVM runtime API (and
graph runtime) that focuses entirely on reducing code size, at the expense of
functionality (no tvm.extern(..) calls via PackedFunc, CPU only, etc). It might
be worth incrementally expanding the surface area if there's interest.

The motivation for this work was seeing what the minimal useful subset of the
TVM runtime is. This is relevant for e.g. super code-size constrained
applications in e.g. embedded/mobile. The current runtime is more like O(100KiB)
or so, so this might be compelling for some users.

The smaller surface area for auditing might make this relevant for
apache#3159, or the usecases I was thinking about in
apache#2523 (comment) re: the Rust
runtime.

The symbols in the tvm::minimalruntime space (i.e. excluding std:: and
picojson::) are about 5KiB, so I think there's a bunch of room here (i.e. we
could replace picojson:: with [`jsmn`](https://zserge.com/jsmn.html) or
something, and we could replace more of the `std::unordered_map` usage, etc with
custom primitives as well (similar to the `DynArray`).
  • Loading branch information
ajtulloch committed Jul 29, 2019
1 parent a88b284 commit b80a33d
Show file tree
Hide file tree
Showing 14 changed files with 2,282 additions and 0 deletions.
20 changes: 20 additions & 0 deletions 3rdparty/picojson/README.md
Original file line number Diff line number Diff line change
@@ -0,0 +1,20 @@
<!--- Licensed to the Apache Software Foundation (ASF) under one -->
<!--- or more contributor license agreements. See the NOTICE file -->
<!--- distributed with this work for additional information -->
<!--- regarding copyright ownership. The ASF licenses this file -->
<!--- to you under the Apache License, Version 2.0 (the -->
<!--- "License"); you may not use this file except in compliance -->
<!--- with the License. You may obtain a copy of the License at -->

<!--- http://www.apache.org/licenses/LICENSE-2.0 -->

<!--- Unless required by applicable law or agreed to in writing, -->
<!--- software distributed under the License is distributed on an -->
<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
<!--- KIND, either express or implied. See the License for the -->
<!--- specific language governing permissions and limitations -->
<!--- under the License. -->

## Notes

`picojson.h` is derived from https://github.com/kazuho/picojson.
Loading

0 comments on commit b80a33d

Please sign in to comment.