3 Commits

Author SHA1 Message Date
Fabian Mora
016e1eb9c8
[mlir][gpu] Add metadata attributes for storing kernel metadata in GPU objects (#95292)
This patch adds the `#gpu.kernel_metadata` and `#gpu.kernel_table`
attributes. The `#gpu.kernel_metadata` attribute allows storing metadata
related to a compiled kernel, for example, the number of scalar
registers used by the kernel. The attribute only has 2 required
parameters, the name and function type. It also has 2 optional
parameters, the arguments attributes and generic dictionary for storing
all other metadata.

The `#gpu.kernel_table` stores a table of `#gpu.kernel_metadata`,
mapping the name of the kernel to the metadata.

Finally, the function `ROCDL::getAMDHSAKernelsELFMetadata` was added to
collect ELF metadata from a binary, and to test the class methods in
both attributes.

Example:
```mlir
gpu.binary @binary [#gpu.object<#rocdl.target<chip = "gfx900">, kernels = #gpu.kernel_table<[
    #gpu.kernel_metadata<"kernel0", (i32) -> (), metadata = {sgpr_count = 255}>,
    #gpu.kernel_metadata<"kernel1", (i32, f32) -> (), arg_attrs = [{llvm.read_only}, {}]>
  ]> , bin = "BLOB">]

```
The motivation behind these attributes is to provide useful information
for things like tunning.

---------

Co-authored-by: Mehdi Amini <joker.eph@gmail.com>
2024-08-27 18:44:50 -04:00
Guray Ozen
f8ff909471
[mlir][gpu] Add py binding for AsyncTokenType (#96466)
The PR adds py binding for `AsyncTokenType`
2024-06-24 11:39:22 +02:00
Maksim Levental
6e6da74c8b
[mlir][python] add binding to #gpu.object (#88992) 2024-04-18 16:31:55 -05:00