torch-mlir/python
Gleb Kazantaev 3dd29f9d5d
Update Torch ODS list with new ops (#2361)
* [LTC] Add shape_inference_(add|uniform)

* Add torch.multinomial op.

* Update ods gen; add normal_functional and erfinv ops support

* New TorchMLIR ops: clamp_min.Tensor, clamp_max.Tensor, xlogy, binary_cross_entropy, log_sigmoid_forward, sigmoid_backward, cosine_embedding_loss, scatter.reduce

* Improve the shape inference logic of whereOp

- Infer the result tensor according to the broadcasting semantics

Signed-off-by: rahul shrivastava <rahul.shrivastava@cerebras.net>

* Added aten::sgn

* Add shape inference logic for hardtanh_backward op

* Added new Torch-MLIR ops

Co-authored-by: GlebKazantaev <gleb.nnstu@gmail.com>

* Add support for elu lowering

* Add support for elu_backward lowering

* Support fmod, remainder, and floor_divide

Emit generated op defs for the remainder.Tensor and fmod.Tensor

Add shape inference impelementations for remainder.Scalar, fmod.Scalar
and floor_divide.Tensor

* Add shape inference logic for im2col

- pytorch.nn.unfold gets decomposed into im2col

Signed-off-by: rahul shrivastava <rahul.shrivastava@cerebras.net>

* Add aten::eye and aten::eye.m support

* Add tracing for linalg_qr

* Update GeneratedTorchOps.td

* Update xfails

* Fix unbound variable issue in torch_ods_gen

---------

Signed-off-by: rahul shrivastava <rahul.shrivastava@cerebras.net>
Co-authored-by: Mark Browning <mark@cerebras.net>
Co-authored-by: zihaoc-cerebras <zihao.chen@cerebras.net>
Co-authored-by: rahul shrivastava <rahul.shrivastava@cerebras.net>
Co-authored-by: Gokul Ramakrishnan <gokul.ramakrishnan@cerebras.net>
Co-authored-by: glebk-cerebras <111300564+glebk-cerebras@users.noreply.github.com>
Co-authored-by: Behzad Abghari <behzad.abghari@gmail.com>
Co-authored-by: Ahmed Elkoushy <ahmed.elkoushy@cerebras.net>
2023-08-21 06:36:39 -04:00
..
test Print name of the backend when tests fail to help debugging issues in CI (#2210) 2023-06-09 10:47:07 +02:00
torch_mlir Update Torch ODS list with new ops (#2361) 2023-08-21 06:36:39 -04:00
torch_mlir_e2e_test [TOSA] Fix conversion for depthwise convolutions (#2398) 2023-08-18 08:15:54 -07:00
CMakeLists.txt Fix version comparison against stable (#2209) 2023-06-07 10:19:38 +02:00
TorchMLIRModule.cpp Miscellaneous fixes for Windows builds (#1376) 2022-09-29 12:07:43 -05:00