Skip to content

Add litert dialects for tfl ops. #812

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 1 commit into
base: main
Choose a base branch
from
Open

Add litert dialects for tfl ops. #812

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
12 changes: 12 additions & 0 deletions ai_edge_torch/odml_torch/experimental/torch_tfl/_decomps.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -243,6 +243,18 @@ def _aten_cat_decomp(tensors, dim=0):
return torch.ops.tfl.concatenation(processed_tensors, dim)


@register_decomp(torch.ops.aten.full.default)
def _aten_full_decomp(
size,
fill_value,
dtype=None,
layout=None,
device=None,
pin_memory=None,
):
return torch.ops.tfl.fill(tuple(size), fill_value)


@register_decomp(torch.ops.aten.full_like.default)
def _aten_full_like_decomp(
x,
Expand Down
3 changes: 2 additions & 1 deletion ai_edge_torch/odml_torch/experimental/torch_tfl/_lowerings.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -72,10 +72,11 @@ def _tfl_batch_matmul_lowering(
@lower(torch.ops.tfl.add.default)
def _tfl_add_lowering(
lctx: LoweringContext,
lhs: ir.Value,
lhs: ir.Value | int | float,
rhs: ir.Value | int | float,
fused_activation_function: str = "NONE",
) -> ir.Value:
lhs = lowering_utils.convert_to_ir_value(lhs)
rhs = lowering_utils.convert_to_ir_value(rhs)
return _ir_operation(
"tfl.add",
Expand Down
2 changes: 2 additions & 0 deletions ai_edge_torch/odml_torch/experimental/torch_tfl/test/test_torch_tfl_impls.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -179,6 +179,8 @@ def _assert_export_and_close(
("aten_cat_2", torch.ops.aten.cat.default, ([rnd(torch.float32, (10, 10)), rnd(torch.float32, (0, 10))], 0,), dict()),
("aten_cat_3", torch.ops.aten.cat.default, ([rnd(torch.float32, (10, 10)), rnd(torch.float32, (0,))], 0,), dict()),
("aten_cat_4", torch.ops.aten.cat.default, ([rnd(torch.float32, (10, 10)), rnd(torch.float32, (10, 10)), rnd(torch.float32, (10, 10))],), dict()),
("aten_full_0", torch.ops.aten.full.default, ([10, 10], 0.123,), dict()),
("aten_full_1", torch.ops.aten.full.default, ([10, 10], 123,), dict()),
("aten_full_like_0", torch.ops.aten.full_like.default, (rnd(torch.float32, (10, 10)), 0.123,), dict()),
("aten_full_like_1", torch.ops.aten.full_like.default, (rnd(torch.int64, (10, 10)), 123,), dict()),
("aten_view_0", torch.ops.aten.view.default, (rnd(torch.float32, (10, 10)), [1, 100],), dict()),
Expand Down
Loading