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[ET-VK] Include FuseDequantLinearPass() in vulkan_preprocess #6168

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[ET-VK] Include FuseDequantLinearPass() in vulkan_preprocess #6168

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2bac617
[ET-VK] Include `FuseDequantLinearPass()` in `vulkan_preprocess`
SS-JIA Oct 11, 2024
36eefa1
Update on "[ET-VK] Include `FuseDequantLinearPass()` in `vulkan_prepr…
SS-JIA Oct 11, 2024
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1 change: 1 addition & 0 deletions backends/vulkan/TARGETS
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Original file line number Diff line number Diff line change
Expand Up @@ -25,6 +25,7 @@ runtime.python_library(
"//executorch/backends/transforms:addmm_mm_to_linear",
"//executorch/backends/transforms:fuse_batch_norm_with_conv",
"//executorch/backends/transforms:fuse_conv_with_clamp",
"//executorch/backends/transforms:fuse_dequant_linear",
"//executorch/backends/transforms:fuse_view_copy",
"//executorch/backends/transforms:mean_to_sum_div",
"//executorch/backends/transforms:remove_clone_ops",
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7 changes: 7 additions & 0 deletions backends/vulkan/partitioner/supported_ops.py
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Expand Up @@ -45,6 +45,13 @@ def __contains__(self, op):

PRIM_OPS = [
operator.getitem,
# Quantization related ops will be fused via graph passes
exir_ops.edge.quantized_decomposed.quantize_per_channel.default,
exir_ops.edge.quantized_decomposed.quantize_per_tensor.default,
exir_ops.edge.quantized_decomposed.quantize_per_tensor.tensor,
exir_ops.edge.quantized_decomposed.dequantize_per_tensor.default,
exir_ops.edge.quantized_decomposed.dequantize_per_tensor.tensor,
exir_ops.edge.quantized_decomposed.dequantize_per_channel.default,
]

SUPPORTS_DYNAMIC_SHAPE = [
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2 changes: 2 additions & 0 deletions backends/vulkan/vulkan_preprocess.py
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Expand Up @@ -13,6 +13,7 @@
FuseBatchNormWithConvPass,
)
from executorch.backends.transforms.fuse_conv_with_clamp import FuseClampPass
from executorch.backends.transforms.fuse_dequant_linear import FuseDequantLinearPass
from executorch.backends.transforms.fuse_view_copy import FuseViewCopyTransform
from executorch.backends.transforms.mean_to_sum_div import MeanToSumDiv
from executorch.backends.transforms.remove_clone_ops import RemoveCloneOpsTransform
Expand Down Expand Up @@ -59,6 +60,7 @@ def preprocess( # noqa: C901
passes = [
RemoveCloneOpsTransform(),
AddmmToLinearTransform(),
FuseDequantLinearPass(),
FuseViewCopyTransform(),
FuseBatchNormWithConvPass(program),
FuseClampPass(),
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