aboutsummaryrefslogtreecommitdiff
path: root/src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp
diff options
context:
space:
mode:
authorAbe Mbise <abe.mbise@arm.com>2018-05-31 16:48:41 +0100
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:54:54 +0000
commit7784c837afd5844fb6dc4d166ff253d983abfd2d (patch)
tree3bc770240de148d565aa828e8f3471c354ac3837 /src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp
parentb03f7c5c780fe2df23eb8c5c1b4b1d65bd7f0339 (diff)
downloadComputeLibrary-7784c837afd5844fb6dc4d166ff253d983abfd2d.tar.gz
COMPMID-1167: Validation for NEDepthwiseConvolutionLayer
Change-Id: I9689e1a0627dc015dd2ce98417e4c97bb55581bb Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/131327 Reviewed-by: Anthony Barbier <anthony.barbier@arm.com> Tested-by: Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp')
-rw-r--r--src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp64
1 files changed, 50 insertions, 14 deletions
diff --git a/src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp b/src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp
index 8588f43edf..238786953b 100644
--- a/src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp
+++ b/src/core/NEON/kernels/NEGEMMMatrixVectorMultiplyKernel.cpp
@@ -39,6 +39,43 @@
using namespace arm_compute;
+namespace
+{
+Status validate_arguments(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::QASYMM8, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_NOT_IN(output, DataType::S32, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1);
+ ARM_COMPUTE_RETURN_ERROR_ON(is_data_type_quantized_asymmetric(input0->data_type()) && (output->data_type() != DataType::S32));
+ ARM_COMPUTE_RETURN_ERROR_ON(is_data_type_float(input0->data_type()) && (output->data_type() != DataType::F32));
+
+ ARM_COMPUTE_RETURN_ERROR_ON(input0->num_dimensions() == input1->num_dimensions());
+ ARM_COMPUTE_RETURN_ERROR_ON(input0->dimension(2) != input1->dimension(1));
+ ARM_COMPUTE_RETURN_ERROR_ON(input0->dimension(DataLayoutDimension::HEIGHT) != output->dimension(DataLayoutDimension::HEIGHT));
+ ARM_COMPUTE_RETURN_ERROR_ON(input1->dimension(DataLayoutDimension::WIDTH) != output->dimension(DataLayoutDimension::WIDTH));
+
+ return Status{};
+}
+
+std::pair<Status, Window> validate_and_configure_window(ITensorInfo *input0, ITensorInfo *input1, ITensorInfo *output)
+{
+ const unsigned int num_elems_read_per_iteration = 16 / input0->element_size();
+
+ Window win = calculate_max_window(*input0, Steps(num_elems_read_per_iteration));
+
+ AccessWindowHorizontal input0_access(input0, 0, num_elems_read_per_iteration);
+ AccessWindowHorizontal input1_access(input1, 0, num_elems_read_per_iteration);
+ AccessWindowStatic output_access(output, 0, 0, output->dimension(0), output->dimension(1));
+
+ bool window_changed = update_window_and_padding(win, input0_access, input1_access, output_access);
+
+ output->set_valid_region(ValidRegion(Coordinates(), output->tensor_shape()));
+
+ Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{};
+ return std::make_pair(err, win);
+}
+} // namespace
+
template <typename I0, typename I1, typename O>
void NEGEMMMatrixVectorMultiplyKernel::matrix_vector_multiply(const Window &window_in, const Window &window_w, const Window &window_out)
{
@@ -175,10 +212,9 @@ BorderSize NEGEMMMatrixVectorMultiplyKernel::border_size() const
void NEGEMMMatrixVectorMultiplyKernel::configure(const ITensor *input0, const ITensor *input1, ITensor *output)
{
- ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::QASYMM8, DataType::F32);
- ARM_COMPUTE_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1);
- ARM_COMPUTE_ERROR_ON(is_data_type_quantized_asymmetric(input0->info()->data_type()) && (output->info()->data_type() != DataType::S32));
- ARM_COMPUTE_ERROR_ON(input0->info()->dimension(2) != input1->info()->dimension(1));
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input0, input1, output);
+
+ ARM_COMPUTE_ERROR_THROW_ON(validate_arguments(input0->info(), input1->info(), output->info()));
_input0 = input0;
_input1 = input1;
@@ -203,17 +239,17 @@ void NEGEMMMatrixVectorMultiplyKernel::configure(const ITensor *input0, const IT
const unsigned int border_x = ceil_to_multiple(input0->info()->dimension(0), num_elems_read_per_iteration) - input0->info()->dimension(0);
_border_size = BorderSize(0, border_x);
- Window win = calculate_max_window(*input0->info(), Steps(num_elems_read_per_iteration));
-
- AccessWindowHorizontal input0_access(input0->info(), 0, num_elems_read_per_iteration);
- AccessWindowHorizontal input1_access(input1->info(), 0, num_elems_read_per_iteration);
- AccessWindowStatic output_access(output->info(), 0, 0, output->info()->dimension(0), output->info()->dimension(1));
-
- update_window_and_padding(win, input0_access, input1_access, output_access);
-
- _output->info()->set_valid_region(ValidRegion(Coordinates(), _output->info()->tensor_shape()));
+ auto win_config = validate_and_configure_window(input0->info(), input1->info(), output->info());
+ ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
+ INEKernel::configure(win_config.second);
+}
- INEKernel::configure(win);
+Status NEGEMMMatrixVectorMultiplyKernel::validate(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input0, input1, output);
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input0, input1, output));
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(input0->clone().get(), input1->clone().get(), output->clone().get()).first);
+ return Status{};
}
void NEGEMMMatrixVectorMultiplyKernel::run(const Window &window, const ThreadInfo &info)