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

aten.pad with mode = reflect is lowered wrong (numeric mismatch)

mgehre-amd opened this issue 8 months ago

Add aten._scaled_dot_product_flash_attention_for_cpu to default decomposition table

william0021224 opened this pull request 8 months ago

[Linalg] Bring back onnx AveragePool padding asymmetric support

AmosLewis opened this pull request 8 months ago

Update to llvm/llvm-proect@27ac46e6bea2 (2024-6-12)

antiagainst opened this pull request 8 months ago

convert-torch-onnx-to-torch generates invalid IR for onnx.Resize where scaling is in the first two dimensions

mgehre-amd opened this issue 8 months ago

onnx.MaxPool add atenMaxPool1d lowering support

PhaneeshB opened this pull request 8 months ago

Implement lowering of torch.aten.triu_indices

BaneTrifa opened this pull request 8 months ago

[onnx] Resize supports default-valued attributes

sjarus opened this pull request 8 months ago

[ONNX] Add onnx parser for LpPool operator

umangyadav opened this pull request 8 months ago

Bump LLVM to llvm/llvm-project@0ee71124f4eb47f1f8d

aartbik opened this pull request 8 months ago

Support onnx.GRU and onnx.RNN

renxida opened this pull request 8 months ago

[ONNX] add int16 quantization support

zjgarvey opened this pull request 8 months ago

[ONNX] add some args to the onnx importer to assist shape_inference

zjgarvey opened this pull request 8 months ago

[torch-mlir][sparse] re-enable all sparse tests

aartbik opened this pull request 8 months ago

[ONNX] Fix resize ceil numerics and add half_pixel_symmetric support

zjgarvey opened this pull request 8 months ago

Failed to convert "onnx.Pad" into torch

josel-amd opened this issue 8 months ago

onnx.resize: Add support for coordTfMode "half_pixel"

mgehre-amd opened this pull request 8 months ago

There is an incorrect hyperlink in docs/ltc_examples.md

simonzgx opened this issue 8 months ago

Implement lowering of torch.aten.atleast_1d

pkapris-syrmia opened this pull request 8 months ago

Failed to lower batch normalization (in training mode)

josel-amd opened this issue 8 months ago

[ONNX] Lower Onnx.Concat lowering version

vivekkhandelwal1 opened this pull request 8 months ago

[torch] Add support for f8 types for linalg conversion

rsuderman opened this pull request 8 months ago

[ONNX] add onnx lowering for global lp pool operator

umangyadav opened this pull request 8 months ago

Add f8 types to fx importer

rsuderman opened this pull request 8 months ago

Error lowering `index_put_`: 'tm_tensor.scatter' op mismatch in shape of indices and update value at dim#0

ScottTodd opened this issue 8 months ago

Add onnx op LRN lowering

manupak opened this pull request 8 months ago

Test custom op import with symbolic shapes

sjain-stanford opened this pull request 8 months ago

[Bazel] Add BuiltinDialectTdFiles dep to MLIRTorchOpsIncGen

sjain-stanford opened this pull request 8 months ago

Failed to lower "torch.aten.convolution" to linalg

josel-amd opened this issue 8 months ago

Failed to lower 'torch.operator "onnx.AveragePool"' to torch (dilation)

josel-amd opened this issue 8 months ago

Failed to lower 'torch.operator "onnx.MaxPool"' to torch

josel-amd opened this issue 8 months ago

[ONNX] Conv op adds support for asymmetric padding.

sjarus opened this pull request 8 months ago

[ONNX] Add OnnxToTorch Lowering for Sequence Ops

vivekkhandelwal1 opened this pull request 8 months ago

[torch] Add OnnxToTorch lowering for the Col2Im op

vinayakdsci opened this pull request 8 months ago

Failed to lower "torch.aten.sum.dim_IntList" to linalg

josel-amd opened this issue 8 months ago

Failed to lower 'torch.operator "onnx.MaxPool"' to torch

josel-amd opened this issue 8 months ago

add resize nearest mode round_prefer_floor, round_prefer_ceil, ceil

aldesilv opened this pull request 8 months ago

[ONNX] Add support for onnx.Resize with nearest_mode "round_prefer_floor" and "round_prefer_ceil"

flemairen6 opened this issue 8 months ago

Elide bad onnx.If nodes with different shapes on two branches

renxida opened this pull request 8 months ago

Re-enable the disabled sparse tests due to roll PyTorch

vivekkhandelwal1 opened this issue 8 months ago

Failed to lower torch.aten.slice.Tensor to linalg

josel-amd opened this issue 8 months ago

[Linalg] Promote type for compare tensor op

penguin-wwy opened this pull request 8 months ago

[Torch] fix toBuiltinTensor()

qingyunqu opened this pull request 8 months ago

[Bazel] Fix bazel deps

penguin-wwy opened this pull request 8 months ago

[ONNX] Add OnnxToTorch Lowering for MaxUnpool op

vivekkhandelwal1 opened this pull request 8 months ago

Update development.md to use ld.lld

renxida opened this pull request 8 months ago

torchscript_stablehlo_backend_tinybert.py failed to lower Torch Backend IR -> StableHLO

FruitClover opened this issue 8 months ago

Add conversion operation for bool resolved_literal

rsuderman opened this pull request 8 months ago

Create MLIR functions for ONNX operators that are functions

andfau-amd opened this pull request 8 months ago

add onnx loop support

PhaneeshB opened this pull request 8 months ago

[NFC] Fix member cast change to global for landing collision

rsuderman opened this pull request 8 months ago

[Stablehlo] Support AtenScaledDotProductAttentionOp

william0021224 opened this pull request 8 months ago

[NFC] Change to *cast instead of .*cast variants

rsuderman opened this pull request 8 months ago

[E2E][ONNX] torch.multinomial

123epsilon opened this pull request 8 months ago

[Onnx] reduce MatMul OpsetVersion to 1

zjgarvey opened this pull request 8 months ago

[FxImporter] refactor canonicalize using table driven

penguin-wwy opened this pull request 8 months ago

[Torch] support recompose of aten.split.with_sizes and aten.tensor_sp…

qingyunqu opened this pull request 8 months ago

[MLIR][ONNX] Add OnnxToTorch support for Scatter Op

suryajasper opened this pull request 8 months ago

Some issues with migrating to one-shot-bufferize

zjgarvey opened this issue 8 months ago

Fix error when attempting to read elided onnx constants

renxida opened this pull request 8 months ago

[ONNX] Add OnnxToTorch Lowering for LpNormalization op

vivekkhandelwal1 opened this pull request 8 months ago

Bump LLVM to llvm/llvm-project@6127f15

zjgarvey opened this pull request 8 months ago

[MLIR][ONNX] Add OnnxToTorch support for MaxRoiPool Op

suryajasper opened this pull request 8 months ago

[onnx] Attempting to lower onnx mlir with elided attributes causes crash

renxida opened this issue 8 months ago

[ONNX] Add OnnxToTorch lowering for SpaceToDepth op

vivekkhandelwal1 opened this pull request 8 months ago

[Torch] move DenseResource handling into torch.vtensor's canonicalize

qingyunqu opened this pull request 8 months ago

[Torch] fix aten.linear's decomposition

qingyunqu opened this pull request 8 months ago

enhance verbose option in e2e_testing

qingyunqu opened this pull request 8 months ago

[Stablehlo] fix crashing on AtenEmbeddingBagSumExample_basic

qingyunqu opened this pull request 8 months ago

Implement lowering of torch.aten.renorm

BaneTrifa opened this pull request 8 months ago

[FxImporter] Fix embedding bag

penguin-wwy opened this pull request 8 months ago

[NFC] Remove unused header files

penguin-wwy opened this pull request 8 months ago

[Onnx] Add Onnx->Torch lowering for Onnx.Shrink Op

vivekkhandelwal1 opened this pull request 8 months ago

[ONNX] Systematically expand ONNX functions before conversion to Torch to avoid needing bespoke conversions

andfau-amd opened this issue 8 months ago

[Stablehlo] refactor reduction lowering and support aten.amin

qingyunqu opened this pull request 8 months ago

[FxImporter] Fix transpose rank zero

penguin-wwy opened this pull request 8 months ago

Modifies onnx resize lowering to fix numerical issues

zjgarvey opened this pull request 8 months ago

[ONNX] Add OnnxToTorch lowering for Onnx.NegativeLogLikelihoodLoss Op

123epsilon opened this pull request 8 months ago

[FxImporter] Fix primitive type in return

penguin-wwy opened this pull request 8 months ago

[MLIR] Fix 64-bit product during aten.view lowering

Shukla-Gaurav opened this pull request 8 months ago

Bump llvm and stablehlo

qingyunqu opened this pull request 8 months ago

[Pipeline] Use dedicated simplification pipeline for TorchDynamo frontend

sjain-stanford opened this pull request 8 months ago

[FxImporter] Fix constant bool tensor

penguin-wwy opened this pull request 8 months ago

[torch-mlir][sparse] replace xavier with ones initialization

aartbik opened this pull request 8 months ago

[ONNX] Implement Softsign op

RattataKing opened this pull request 8 months ago

Representing Symbolic Shape Expressions in Torch Dialect

sjain-stanford opened this pull request 8 months ago

[ONNX] Add OnnxToTorch lowering for Onnx.Upsample Op

vivekkhandelwal1 opened this pull request 8 months ago

Trying to lower elided IR from torch onnx to torch causes crash

renxida opened this issue 8 months ago

[torch-mlir][sparse] inference mode for sparse GCN test

aartbik opened this pull request 8 months ago

onnx.Resize and aten._interpolate : allow n spatial dims.

zjgarvey opened this pull request 8 months ago

[Stablehlo] support uint8

qingyunqu opened this pull request 8 months ago

unsupported aten.meshgrid operator

zhangdong-user opened this issue 8 months ago

[FxImporter] Fix failed e2e case

penguin-wwy opened this pull request 8 months ago

Link necessary op interface implementations

zjgarvey opened this pull request 8 months ago

[torch-mlir][sparse] example of a sparse graph convolution

aartbik opened this pull request 8 months ago

Add support for the onnx.SequenceLength op.

AWoloszyn opened this pull request 8 months ago

[Torch] emit aten.dot and canonicalize it to aten.matmul

qingyunqu opened this pull request 8 months ago

Implement lowering of torch.aten.kthvalue

ptrifunovic98 opened this pull request 8 months ago

[Stablehlo] Support AtenTrilOp

william0021224 opened this pull request 8 months ago

[ONNX][TOSA] Adds ONNX to TOSA e2e tests

sjarus opened this pull request 8 months ago