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authorgiuros01 <giuseppe.rossini@arm.com>2019-01-11 14:04:43 +0000
committerGiuseppe Rossini <giuseppe.rossini@arm.com>2019-01-14 12:42:42 +0000
commit1c9efebf4344e8db97e6d9282b2bf48b52090b58 (patch)
tree40c8737a23ff289cb176618d7c16fd4b2d811689 /src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp
parent685c181d5ac36948f8df22f627ef9b3a74b5f87e (diff)
downloadComputeLibrary-1c9efebf4344e8db97e6d9282b2bf48b52090b58.tar.gz
Issue COMPMID-1835: Remove CLGEMMInterleave4x4Kernel and replace with CLGEMMReshapeLHSMatrixKernel
Change-Id: Id6a1bd78f9b1698b64a004e4adebc41002b15745 Reviewed-on: https://review.mlplatform.org/496 Tested-by: Arm Jenkins <bsgcomp@arm.com> Reviewed-by: Gian Marco Iodice <gianmarco.iodice@arm.com>
Diffstat (limited to 'src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp')
-rw-r--r--src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp25
1 files changed, 20 insertions, 5 deletions
diff --git a/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp b/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp
index cf20bc6a7a..edb3107173 100644
--- a/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp
+++ b/src/runtime/CL/functions/CLGEMMLowpMatrixMultiplyCore.cpp
@@ -1,5 +1,5 @@
/*
- * Copyright (c) 2017-2018 ARM Limited.
+ * Copyright (c) 2017-2019 ARM Limited.
*
* SPDX-License-Identifier: MIT
*
@@ -32,7 +32,8 @@
#include "arm_compute/core/utils/misc/ShapeCalculator.h"
#include "arm_compute/runtime/CL/CLScheduler.h"
-using namespace arm_compute;
+namespace arm_compute
+{
using namespace arm_compute::misc::shape_calculator;
namespace
@@ -109,6 +110,7 @@ void CLGEMMLowpMatrixMultiplyCore::configure(const ICLTensor *a, const ICLTensor
const ICLTensor *matrix_a = a;
const ICLTensor *matrix_b = b;
GEMMRHSMatrixInfo rhs_info;
+ GEMMLHSMatrixInfo lhs_info;
// Arguments used by GEMMReshapeInfo
// If we pass the matrix A and matrix B reshaped to CLGEMMMatrixMultiplyKernel, we need to pass m, n, k, mult_transpose1xW_width and mult_interleave4x4_height to CLGEMMReshapeInfo
@@ -126,6 +128,11 @@ void CLGEMMLowpMatrixMultiplyCore::configure(const ICLTensor *a, const ICLTensor
rhs_info.h0 = mult_transpose1xW_width;
rhs_info.interleave = false;
rhs_info.transpose = false;
+ lhs_info.m0 = 4;
+ lhs_info.k0 = 4;
+ lhs_info.v0 = mult_interleave4x4_height;
+ lhs_info.interleave = true;
+ lhs_info.transpose = unroll_block;
// Check if we need to reshape the matrix A and matrix B
_is_interleaved_transposed = is_interleaved_transposed(m, n, k, _reshape_b_only_on_first_run, gpu_target);
@@ -145,7 +152,7 @@ void CLGEMMLowpMatrixMultiplyCore::configure(const ICLTensor *a, const ICLTensor
}
// Configure interleave kernel
- _mtx_a_reshape_kernel.configure(a, &_tmp_a, mult_interleave4x4_height, gemm_info.reinterpret_input_as_3d(), unroll_block);
+ _mtx_a_reshape_kernel.configure(a, &_tmp_a, lhs_info, gemm_info.reinterpret_input_as_3d());
// Configure transpose kernel
_mtx_b_reshape_kernel.configure(b, &_tmp_b, rhs_info);
@@ -242,8 +249,10 @@ Status CLGEMMLowpMatrixMultiplyCore::validate(const ITensorInfo *a, const ITenso
TensorInfo tmp_a_info{};
TensorInfo tmp_b_info{};
GEMMRHSMatrixInfo rhs_info;
+ GEMMLHSMatrixInfo lhs_info;
bool reinterpret_input_as_3d = gemm_info.reinterpret_input_as_3d();
+ const bool unroll_block = dot8_supported(CLKernelLibrary::get().get_device());
const int m = reinterpret_input_as_3d ? (a->dimension(1) * a->dimension(2)) : a->dimension(1);
const int n = b->dimension(0);
const int k = a->dimension(0);
@@ -255,6 +264,11 @@ Status CLGEMMLowpMatrixMultiplyCore::validate(const ITensorInfo *a, const ITenso
rhs_info.h0 = mult_transpose1xW_width;
rhs_info.interleave = false;
rhs_info.transpose = false;
+ lhs_info.m0 = 4;
+ lhs_info.k0 = 4;
+ lhs_info.v0 = mult_interleave4x4_height;
+ lhs_info.interleave = true;
+ lhs_info.transpose = unroll_block;
bool reshape_matrices = is_interleaved_transposed(m, n, k, gemm_info.reshape_b_only_on_first_run(), CLScheduler::get().target());
@@ -272,8 +286,8 @@ Status CLGEMMLowpMatrixMultiplyCore::validate(const ITensorInfo *a, const ITenso
matrix_b_info = &tmp_b_info;
// Validate interleave kernel
- auto_init_if_empty(tmp_a_info, a->clone()->set_tensor_shape(compute_interleaved_shape(*a, mult_interleave4x4_height, gemm_info.reinterpret_input_as_3d())));
- ARM_COMPUTE_RETURN_ON_ERROR(CLGEMMInterleave4x4Kernel::validate(a, &tmp_a_info, mult_interleave4x4_height, gemm_info.reinterpret_input_as_3d()));
+ auto_init_if_empty(tmp_a_info, a->clone()->set_tensor_shape(compute_lhs_reshaped_shape(*a, lhs_info, gemm_info.reinterpret_input_as_3d())));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLGEMMReshapeLHSMatrixKernel::validate(a, &tmp_a_info, lhs_info, gemm_info.reinterpret_input_as_3d()));
// Validate transpose kernel
@@ -408,3 +422,4 @@ void CLGEMMLowpMatrixMultiplyCore::prepare()
_is_prepared = true;
}
}
+} // namespace arm_compute