Commit Graph

10 Commits (f18014f60c565d31277235fa9cdec3dc5be4406d)

Author SHA1 Message Date
Sean Silva b4f0cea8fa Rework e2e flow to use new "npcomprt"
This ~totally reworks the existing "runtime" stuff to be more
principled and usable, such as from Python. It's still not fully
production-quality, mainly in the department of memory management (e.g.
it currently leaks memory; we need to figure out "who frees memrefs" +
the analysis and transformation needed to do that (maybe use upstream
buffer allocation pass?)).

The user API is in include/npcomp/runtime/UserAPI.h, though
include/npcomp/JITRuntime/JITModule.h is a friendlier wrapper.

The stuff under {include,lib}/runtime is totally firewalled from the
compiler and tiny (<6kB, though no attention has gone into optimizing
that size). For example, we don't link in libSupport into the runtime,
instead having our own bare bones replacements for basics like ArrayRef
(the JITRuntime helps with bridging that gap, since it *can* depend on
all common LLVM utilities).

The overall features of npcomprt is that it exposes a module that
with multiple function entry points. Each function has arguments and
results that are tensor-valued, and npcomprt::Tensor is the runtime type
that is used to interact with that (and a npcomprt::Ref<T>
reference-counting wrapper is provided to wrap npcomprt::Tensor in the
common case).

From an implementation perspective, an npcomprt module at the
LLVM/object/binary level exposes a single module descriptor struct that
has pointers to other metadata (currently just a list of function
metadata descriptors). All interactions with the npcomp runtime are
keyed off of that module descriptor, including function lookups and
dispatching. This is done to dodge platform ABI issues and also allow
enough reflection to e.g. verify provided arguments.

Most of the compiler-side work here was in LowerToNpcomprtABI and
LowerToLLVM.

Also,
- Rename npcomp_rt/NpcompRt to npcomprt/Npcomprt; it was getting
annoying to type the underscores/caps.
- misc improvements to bash_helpers.sh
2020-07-08 19:36:19 -07:00
Stella Laurenzo 48a0b0ec7f NFC: Move CPATypeInference to Typing directory. 2020-07-04 16:56:09 -07:00
Stella Laurenzo f1b08a0ef0 Add some support classes for implementing a CPA type inference algorithm. 2020-06-30 18:28:39 -07:00
Stella Laurenzo 0962a31ca8 Bump llvm and IREE version to revisions circa 2020/7/29.
* Also fixes a dependency issue that was causing a build race.
2020-06-30 11:22:30 -07:00
Stella Laurenzo 373878f31f Add _npcomp.backend.iree module.
* Populates with builders for the various path pipelines and translator.
2020-06-18 23:28:30 -07:00
Stella Laurenzo 213041449f Move most python sources to the include and lib tree. 2020-06-18 18:02:39 -07:00
Stella Laurenzo 19196f23e1 Make a real library for InitAll and extend it to conditionally initialize dependencies.
* Conditioned on the top level CMake option to enable IREE.
* There is still some warning flags and such that need triage, but it does build/work.
2020-06-11 17:47:14 -07:00
Sean Silva e29aef855b Initial TCF/TCP E2E seed.
Very much WIP.

This is enough to get tcf.add down to approximately the "linalg.generic
on buffers" level of abstraction. (but there are nuances)
2020-05-08 20:20:41 -07:00
Stella Laurenzo d3b6e1767a Add stub numpy dialect. 2020-04-26 17:20:58 -07:00
Stella Laurenzo 9ee2f6ff7f Initial commit of python boiler-plate. 2020-04-26 15:50:23 -07:00