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author | Alex Gilday <alexander.gilday@arm.com> | 2018-02-22 11:36:16 +0000 |
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committer | Anthony Barbier <anthony.barbier@arm.com> | 2018-11-02 16:49:16 +0000 |
commit | 27c08abe6947b1ee5b266799f2bb2bf0a05d0def (patch) | |
tree | 32dfb3a6d6b199d5138e25b103023f07d88bce29 /src/core/NEON/kernels | |
parent | 9e9cbafa9e6cc6b543c89a96d52fc9c5fde04ceb (diff) | |
download | ComputeLibrary-27c08abe6947b1ee5b266799f2bb2bf0a05d0def.tar.gz |
COMPMID-754: Add validation to LocallyConnected and NEDeconv layers
Change-Id: Ifed8713f4d7f1315af684b30d11323db2b533f10
Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/121783
Reviewed-by: Anthony Barbier <anthony.barbier@arm.com>
Tested-by: Jenkins <bsgcomp@arm.com>
Reviewed-by: Michalis Spyrou <michalis.spyrou@arm.com>
Diffstat (limited to 'src/core/NEON/kernels')
-rw-r--r-- | src/core/NEON/kernels/NELocallyConnectedMatrixMultiplyKernel.cpp | 57 |
1 files changed, 42 insertions, 15 deletions
diff --git a/src/core/NEON/kernels/NELocallyConnectedMatrixMultiplyKernel.cpp b/src/core/NEON/kernels/NELocallyConnectedMatrixMultiplyKernel.cpp index 35beb82689..099626d259 100644 --- a/src/core/NEON/kernels/NELocallyConnectedMatrixMultiplyKernel.cpp +++ b/src/core/NEON/kernels/NELocallyConnectedMatrixMultiplyKernel.cpp @@ -302,6 +302,37 @@ void vector_matrix_multiply_f32(const ITensor *input0, const ITensor *input1, IT }, ina, out); } + +Status validate_arguments(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output) +{ + ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(input0, input1, output); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::F16, DataType::F32); + ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input0, input1, output); + ARM_COMPUTE_RETURN_ERROR_ON(input0->dimension(0) != input1->dimension(1)); + + return Status{}; +} + +std::tuple<Status, Window> validate_and_configure_window(ITensorInfo *input0, ITensorInfo *input1, ITensorInfo *output) +{ + const unsigned int num_elems_processed_per_iteration_x = 16; + + Window win = calculate_max_window(*output, Steps(num_elems_processed_per_iteration_x)); + + AccessWindowHorizontal input0_access(input0, 0, num_elems_processed_per_iteration_x); + AccessWindowHorizontal input1_access(input1, 0, num_elems_processed_per_iteration_x); + AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration_x); + + bool window_changed = update_window_and_padding(win, input0_access, input1_access, output_access); + + output_access.set_valid_region(win, ValidRegion(Coordinates(), output->tensor_shape())); + + Status err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Status{}; + + return std::make_tuple(err, win); +} } // namespace NELocallyConnectedMatrixMultiplyKernel::NELocallyConnectedMatrixMultiplyKernel() @@ -311,31 +342,27 @@ NELocallyConnectedMatrixMultiplyKernel::NELocallyConnectedMatrixMultiplyKernel() void NELocallyConnectedMatrixMultiplyKernel::configure(const ITensor *input0, const ITensor *input1, ITensor *output) { - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input0, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input1, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(output, 1, DataType::F16, DataType::F32); - ARM_COMPUTE_ERROR_ON(input0->info()->dimension(0) != 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; _output = output; - const unsigned int num_elems_processed_per_iteration_x = 16; - // Configure kernel window - Window win = calculate_max_window(*output->info(), Steps(num_elems_processed_per_iteration_x)); + auto win_config = validate_and_configure_window(input0->info(), input1->info(), output->info()); - AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration_x); + ARM_COMPUTE_ERROR_THROW_ON(std::get<0>(win_config)); - update_window_and_padding(win, - AccessWindowHorizontal(input0->info(), 0, num_elems_processed_per_iteration_x), - AccessWindowHorizontal(input1->info(), 0, num_elems_processed_per_iteration_x), - output_access); + INEKernel::configure(std::get<1>(win_config)); +} - output_access.set_valid_region(win, ValidRegion(Coordinates(), output->info()->tensor_shape())); +Status NELocallyConnectedMatrixMultiplyKernel::validate(const ITensorInfo *input0, const ITensorInfo *input1, const ITensorInfo *output) +{ + ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input0, input1, output)); + ARM_COMPUTE_RETURN_ON_ERROR(std::get<0>(validate_and_configure_window(input0->clone().get(), input1->clone().get(), output->clone().get()))); - INEKernel::configure(win); + return Status{}; } void NELocallyConnectedMatrixMultiplyKernel::run(const Window &window, const ThreadInfo &info) |