github.com/llvm/torch-mlir issues | Ecosyste.ms: OpenCollective

add some canonicalizers for common patterns coming from ONNX

zjgarvey opened this pull request 4 months ago

[RFC] [ONNX] simplify shapes fed to broadcast in Expand lowering

zjgarvey opened this pull request 4 months ago

Adapt to `quant` dialect change.

bjacob opened this pull request 4 months ago

[ONNX] Change AtenScatterReduce to AtenScatterReduceTwoOp with tm_tensor pass for onnx.ScatterElements

AmosLewis opened this pull request 4 months ago

Fixed GRU quality issues exposed by e2e tests

knwng opened this pull request 4 months ago

[Release] Fix binary name for downstream compatibility

sjain-stanford opened this pull request 4 months ago

[torch.bind_symbolic_shape] Fix verifier for shapeSymbol detection

meshtag opened this pull request 4 months ago

[Torch Dialect] Emit `torch.aten.mul.float_int`, add folder and conversion to Arith.

giacs-epic opened this pull request 4 months ago

torch.aten.squeeze.dim lowering with dynamic dims

jinchen62 opened this pull request 4 months ago

[TorchToLinalg] Implement lowering of torch.aten.rrelu_with_noise and torch.aten.rrelu_with_noise_backward ops (fix)

bosko-syrmia opened this pull request 4 months ago

[stablehlo] support aten.all.dim lowering

yyp0 opened this pull request 4 months ago

[Stablehlo] support aten.all.dim

qingyunqu opened this pull request 4 months ago

lower group convolution failed

SihangZhu opened this issue 4 months ago

[Torch] support 1d aten.tensor shape and dtype infer

yyp0 opened this pull request 4 months ago

Translate Llama-2-7b-hf to MLIR failed

FlintWangacc opened this issue 4 months ago

How to translate a pytorch model to mlir?

FlintWangacc opened this issue 4 months ago

[Torch] support binary_cross_entropy_with_logits decomposition

yyp0 opened this pull request 4 months ago

[TOSA] Add legalization for aten.diagonal

justin-ngo-arm opened this pull request 4 months ago

Is there a guide to compile TinyLlama through torch-mlir ?

FlintWangacc opened this issue 4 months ago

[torch] `torch.aten.complex` operation with lowering

rsuderman opened this pull request 4 months ago

AtenCumprodOp

renxida opened this pull request 4 months ago

Try pytorch workflow

Hanumanth04 opened this pull request 4 months ago

How to inline non-user arguments in generated mlir

FruitClover opened this issue 4 months ago

Better errmsg upon getScalarTypeForType failure

renxida opened this pull request 4 months ago

Support max_unpool2d lowering

jinchen62 opened this pull request 4 months ago

[TorchToLinalg]Lower torch.gcd to linalg and scf

bratislavSyrmia opened this pull request 4 months ago

torch.ops.aten.silu_backward can not lowering

huangmaa opened this issue 4 months ago

[torch] Fix unsqueezed output shape in canonicalization of AtenUnflattenIntOp

vinayakdsci opened this pull request 4 months ago

[TorchToLinalg]Implement lowering `count_nonzero` and `count_nonzero.dim_IntList`

um-urosmarkovic opened this pull request 4 months ago

[stablehlo] support aten_adaptive_max_pool1d lowering

yyp0 opened this pull request 4 months ago

build: manually update PyTorch version

vivekkhandelwal1 opened this pull request 4 months ago

[onnx] Add IDF and TFIDF modes to TFIDF Vectorizer

samutamm opened this pull request 4 months ago

Is it necessary to verify the stash_type keyword for LayerNormalization op?

SihangZhu opened this issue 4 months ago

Update instructions on creating a virtual env

marbre opened this pull request 4 months ago

Whether the GRU is supported

deng-ShiFu opened this issue 4 months ago

Document requirements for `torch_mlir_e2e_test`

marbre opened this pull request 4 months ago

Support AtenNonzeroOp via DecomposeComplexOps

renxida opened this pull request 4 months ago

Missing UInt support fo getScalarTypeForType

renxida opened this issue 4 months ago

`torch_mlir_e2e_test` module not found when follow build instructions

marbre opened this issue 4 months ago

[TOSA] Extend Torch to TOSA legalization coverage

justin-ngo-arm opened this pull request 4 months ago

[TOSA] Add div rounding mode, remainder, fmod, and ge.Tensor ops support

justin-ngo-arm opened this pull request 4 months ago

[onnx] Fix onnx.Shape lowering with scalar input

jinchen62 opened this pull request 4 months ago

build: manually update PyTorch version

vivekkhandelwal1 opened this pull request 4 months ago

[torch] Fix attention on linalg for dynamic shapes

rsuderman opened this pull request 4 months ago

[ONNX] Fix issue with absent value in onnx.ConstantOfShape

zjgarvey opened this pull request 4 months ago

Fix target for python regression tests

weirdsmiley opened this pull request 4 months ago

Redefine TorchMLIRPythonModules to avoid building empty libraries.

saienduri opened this pull request 4 months ago

[TOSA] Extend Torch to TOSA reduction ops legalization

justin-ngo-arm opened this pull request 4 months ago

[Stablehlo] fix aten compare ops' promote rules

qingyunqu opened this pull request 4 months ago

Add Decompostion for `Aten_SafeSoftmaxOp`

zjgarvey opened this pull request 4 months ago

Delete unnecessary linalg conversion for aten.fmod

srinathava opened this pull request 4 months ago

[Torch] add AtenAsStridedOp in torch dialect

yyp0 opened this pull request 4 months ago

[Torch] enhance fold of aten.alias

qingyunqu opened this pull request 4 months ago

Add canonicalization pattern for maxpool3d with indices op

lingzhiz1998 opened this pull request 4 months ago

Missing Op Lowering for SDXL VAE (torch.aten._safe_softmax)

saienduri opened this issue 4 months ago

[stablehlo] fix type for compare scalar op

penguin-wwy opened this pull request 4 months ago

[TorchToLinalg] Merge indices and pooling computation into one linalg generic op

lingzhiz1998 opened this pull request 5 months ago

bump llvm/llvm-project@d418a03e01e6a31b51b0c9dd42ba46da6c47f89d

rsuderman opened this pull request 5 months ago

Revert commits causing release build failure

patel-vimal opened this pull request 5 months ago

[ci] enable fx_importer2stablehlo ci test

penguin-wwy opened this pull request 5 months ago

Bump llvm/llvm-project@b6603e1bf11dee4761e49af6581c8b8f074b705d

rsuderman opened this pull request 5 months ago

[Doc] Deeper doc change after disable TORCH_MLIR_ENABLE_JIT_IR_IMPORTER

AmosLewis opened this issue 5 months ago

Pure python verion of torch_ods_gen.py and abstract_interp_lib_gen.py

AmosLewis opened this issue 5 months ago

Bump `llvm-project` to b6603e1bf11dee4761e49af6581c8b8f074b705d

rsuderman opened this pull request 5 months ago

Disable TORCH_MLIR_ENABLE_JIT_IR_IMPORTER by default

AmosLewis opened this pull request 5 months ago

build: manually update PyTorch version

vivekkhandelwal1 opened this pull request 5 months ago

No module named 'torch_mlir._mlir_libs._jit_ir_importer'

MIONkb opened this issue 5 months ago

[Torch] [TMTensor] Added mask and is_causal support for torch.aten.scaled_dot_product_attention

rohan-tan-bhowmik opened this pull request 5 months ago

Decompose aten.fmod into aten.mul,sub,div etc.

srinathava opened this pull request 5 months ago

[FxImporter] Add InputInfo to Resolve Literal Hook

chrsmcgrr opened this pull request 5 months ago

[tmtensor] Add support for i64 index type for tm_tensor.scatter

rsuderman opened this pull request 5 months ago

Implement lowering of torch.column_stack

BaneTrifa opened this pull request 5 months ago

[fximporter] Avoid importing from `_torchMlir`

zjgarvey opened this pull request 5 months ago

[MLIR][ONNX] Add suport for zero ranked input for Onnx.Transpose op

vivekkhandelwal1 opened this pull request 5 months ago

build: manually update PyTorch version

vivekkhandelwal1 opened this pull request 5 months ago

[Query] The refback-munge-calling-conventions pass employed in the backend from linalg to llvm, causes runtime error

Abhishek-TyRnT opened this issue 5 months ago

[Torch]Emit Torch_AtenAnyDimsOp

duck7216 opened this pull request 5 months ago

Add canonicalize pattern for aten.mul.int and aten.floordiv.int

zezhang opened this pull request 5 months ago

[TorchToLinalg][test] Add test for ConvertAtenConvolutionOp

CoTinker opened this pull request 5 months ago

[TOSA] Add Torch to Tosa Legalization for torch.tril

justin-ngo-arm opened this pull request 5 months ago

onnxtotorch NonMaxSuppression lowering

aldesilv opened this pull request 5 months ago

[onnx] Relax constraints on input tensors in `onnx.STFT` conversion to torch dialect

giacs-epic opened this pull request 5 months ago

Fix onnx.Gather lowering with dynamic shapes

jinchen62 opened this pull request 5 months ago

How to integrate latest torch-mlir with torch stable <= 2.4.0?

qingyunqu opened this issue 5 months ago

[stablehlo] Avoid cast float scalar to int when lowering compareOp

yyp0 opened this pull request 5 months ago

Bump llvm to f9031f00f2c9

mabubakarpurdue opened this pull request 5 months ago

[MLIR][TORCH] Add E2E support for aten.polar op

vivekkhandelwal1 opened this pull request 5 months ago

[onnx] Add support for `auto_pad` in `onnx.Conv`

giacs-epic opened this pull request 5 months ago

[stablehlo] improve broadcast batch matmul lowering

yyp0 opened this pull request 5 months ago

[Torch] Extract TensorPlaceholder to a common interface

penguin-wwy opened this pull request 5 months ago

[stablehlo] improve broadcast batch matmul lowering

yyp0 opened this pull request 5 months ago

build: manually update PyTorch version

vivekkhandelwal1 opened this pull request 5 months ago

[torch] Fix lowerings of rshift and lshift

rsuderman opened this pull request 5 months ago

[torch] Add `torch.aten.view.dtype` to op list

rsuderman opened this pull request 5 months ago

Empty `torch_mlir._mlir_libs._jit_ir_importer` lib causes package build problem on macOS

dbabokin opened this issue 5 months ago

[Linalg] linalg.matmul f16 type convert to f32

CoTinker opened this issue 5 months ago

[TorchToLinalg] Use `linalg.broadcast` instead of `generic` for conv bias

ubfx opened this pull request 5 months ago

[TorchToLinalg] Use `linalg.transpose` instead of `generic` when lowering `aten.T`

ubfx opened this pull request 5 months ago

onnx.MelWeightMatrix Onnx to Torch to Linalg

PhaneeshB opened this pull request 5 months ago

MLIR][TORCH] Fix GroupNorm decomposition by adding shape info

vivekkhandelwal1 opened this pull request 5 months ago