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authorSiCong Li <sicong.li@arm.com>2022-08-17 17:09:05 +0100
committerMohammed Suhail Munshi <MohammedSuhail.Munshi@arm.com>2022-09-14 10:49:56 +0000
commit5687e55250613417c151864cb74229fc91ea6462 (patch)
tree93ed4ae1dd3aaed3c42726345d2df13b1bebe291
parent926f502ca731fa49bcdf949408ce25728616e5f2 (diff)
downloadComputeLibrary-5687e55250613417c151864cb74229fc91ea6462.tar.gz
Fix invalid memory access for dynamically fused Cl Elementwise kernels
The M0 and N0 were incorrectly set for the case of broadcasting when the elementwise component is non-root. This is because we previously always use rhs tensor to derive the load M0, N0. But for non-root components, the addend/divisor tensor can be in the lhs or rhs. Thus this would fail in case the addend/divisor is in the lhs. - Also fixes broken Dynamic Fusion test Resolves COMPMID-5482 Signed-off-by: SiCong Li <sicong.li@arm.com> Change-Id: I37f27ffa392781387db15739b1666f1dad28c554 Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/c/VisualCompute/ComputeLibrary/+/445890 Tested-by: bsgcomp <bsgcomp@arm.com> Reviewed-by: Mohammed Suhail Munshi <mohammedsuhail.munshi@arm.com> Comments-Addressed: bsgcomp <bsgcomp@arm.com> Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8111 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Pablo Marquez Tello <pablo.tello@arm.com> Reviewed-by: Gunes Bayir <gunes.bayir@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Benchmark: Arm Jenkins <bsgcomp@arm.com>
-rw-r--r--src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseKernelComponent.cpp20
-rw-r--r--tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp2
2 files changed, 12 insertions, 10 deletions
diff --git a/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseKernelComponent.cpp b/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseKernelComponent.cpp
index 7515aec27a..e2eba68a63 100644
--- a/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseKernelComponent.cpp
+++ b/src/core/experimental/dynamic_fusion/ClKernelBuildingImpl/components/ClElementwiseKernelComponent.cpp
@@ -175,16 +175,17 @@ void ClElementwiseKernelComponent::allocate_shared_vars(SharedVarTable &vtable)
ClElementwiseKernelComponent::TagLUT ClElementwiseKernelComponent::get_tag_lut(const SharedVarTable &vtable) const
{
- TagLUT lut{};
- const auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
- const auto t_rhs_info = _blueprint->impl().get_kernel_argument_info(_rhs.arg_id);
+ TagLUT lut{};
+ const auto t_dst_info = _blueprint->impl().get_kernel_argument_info(_blueprint->impl().get_dst_id());
+ ITensorInfo *t_addend_info = nullptr;
// Arguments and global shared variables
const bool is_root = _blueprint->impl().group(_lhs.arg_id) == SharedVarGroup::Argument && _blueprint->impl().group(_rhs.arg_id) == SharedVarGroup::Argument;
if(is_root)
{
- lut["lhs"] = vtable.get(_lhs);
- lut["rhs"] = vtable.get(_rhs);
- lut["dst"] = vtable.get(_dst);
+ lut["lhs"] = vtable.get(_lhs);
+ lut["rhs"] = vtable.get(_rhs);
+ lut["dst"] = vtable.get(_dst);
+ t_addend_info = _blueprint->impl().get_kernel_argument_info(_rhs.arg_id);
}
else
{
@@ -207,6 +208,7 @@ ClElementwiseKernelComponent::TagLUT ClElementwiseKernelComponent::get_tag_lut(c
}
lut["acc"] = vtable.get(accumulator);
lut["addend"] = vtable.get(addend);
+ t_addend_info = _blueprint->impl().get_kernel_argument_info(addend.arg_id);
}
// Local build options
lut["meta_kernel_id"] = id();
@@ -226,18 +228,18 @@ ClElementwiseKernelComponent::TagLUT ClElementwiseKernelComponent::get_tag_lut(c
// Set broadcast parameters
// PRE: All tensors are broadcast-compatible
- const bool is_broadcast = t_rhs_info->tensor_shape() != t_dst_info->tensor_shape();
+ const bool is_broadcast = t_addend_info->tensor_shape() != t_dst_info->tensor_shape();
if(is_broadcast)
{
// Note that n0 maps to input tensor dimension 0, m0 maps to input dimensions 1 and 2 because of our collapse strategy
- if(t_rhs_info->dimension(0) == 1U && t_rhs_info->dimension(1) == 1U && t_rhs_info->dimension(2) == 1U) // Broadcast in X, Y, Z: collapsed rhs win [M0xN0] = [1x1]
+ if(t_addend_info->dimension(0) == 1U && t_addend_info->dimension(1) == 1U && t_addend_info->dimension(2) == 1U) // Broadcast in X, Y, Z: collapsed rhs win [M0xN0] = [1x1]
{
lut["rhs_m0"] = "1";
lut["rhs_n0"] = "1";
lut["rhs_start_y"] = "0";
lut["rhs_start_x"] = "0";
}
- else if(t_rhs_info->dimension(1) == 1U && t_rhs_info->dimension(2) == 1U) // Broadcast in Y and Z: collapsed rhs win [M0xN0] = [1xN]
+ else if(t_addend_info->dimension(1) == 1U && t_addend_info->dimension(2) == 1U) // Broadcast in Y and Z: collapsed rhs win [M0xN0] = [1xN]
{
lut["rhs_m0"] = "1";
lut["rhs_n0"] = "N0";
diff --git a/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp b/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp
index 3ffbc077c6..dc98d72f4b 100644
--- a/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp
+++ b/tests/validation/CL/UNIT/dynamic_fusion/ClCompositeKernel.cpp
@@ -171,7 +171,7 @@ TEST_CASE(MoveNet_SubGraph_1_DirectConv2d, framework::DatasetMode::ALL)
SimpleTensor<float> ref_src_nhwc{ src_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC };
SimpleTensor<float> ref_wei_nhwc{ wei_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC };
SimpleTensor<float> ref_bia_nhwc{ bia_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC };
- SimpleTensor<float> ref_addend_nhwc{ dst_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC };
+ SimpleTensor<float> ref_addend_nhwc{ addend_shape, data_type, 1, QuantizationInfo(), DataLayout::NHWC };
// Fill reference
fill<float>(ref_src_nhwc, 0, library.get());