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authorGiorgio Arena <giorgio.arena@arm.com>2017-11-29 17:33:59 +0000
committerAnthony Barbier <anthony.barbier@arm.com>2018-11-02 16:41:58 +0000
commit2995f5b6449f041d93a0e0cfb9f516ba957e3c40 (patch)
treec8ec78856f5d4a43838965b2b29c0746a7bb479b /src/core/CL/kernels/CLActivationLayerKernel.cpp
parent0162436565106e835e04c47d4a4e29a02ec1e351 (diff)
downloadComputeLibrary-2995f5b6449f041d93a0e0cfb9f516ba957e3c40.tar.gz
COMPMID-617 Add validation window to CLActivationLayer
Change-Id: I56e0655a2f3448691cfd7bef6911d7959da12fdd Reviewed-on: https://eu-gerrit-1.euhpc.arm.com/111186 Tested-by: BSG Visual Compute Jenkins server to access repositories on http://mpd-gerrit.cambridge.arm.com <bsgcomp@arm.com> Reviewed-by: Georgios Pinitas <georgios.pinitas@arm.com>
Diffstat (limited to 'src/core/CL/kernels/CLActivationLayerKernel.cpp')
-rw-r--r--src/core/CL/kernels/CLActivationLayerKernel.cpp90
1 files changed, 58 insertions, 32 deletions
diff --git a/src/core/CL/kernels/CLActivationLayerKernel.cpp b/src/core/CL/kernels/CLActivationLayerKernel.cpp
index 74dfe8aaae..b137184c91 100644
--- a/src/core/CL/kernels/CLActivationLayerKernel.cpp
+++ b/src/core/CL/kernels/CLActivationLayerKernel.cpp
@@ -43,6 +43,58 @@
using namespace arm_compute;
+namespace
+{
+Error validate_arguments(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info)
+{
+ ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::QASYMM8, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32);
+ ARM_COMPUTE_RETURN_ERROR_ON_MSG((input->data_type() == DataType::QASYMM8) && (act_info.activation() != ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU),
+ "For QASYMM8 only lower/upper bounded relu is supported");
+
+ // Checks performed when output is configured
+ if((output != nullptr) && (output->total_size() != 0))
+ {
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
+ ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
+ }
+
+ return Error{};
+}
+
+std::pair<Error, Window> validate_and_configure_window(ITensorInfo *input, ITensorInfo *output)
+{
+ if(output != nullptr)
+ {
+ ARM_COMPUTE_ERROR_ON_NULLPTR(input, output);
+ // Output auto inizialitation if not yet initialized
+ auto_init_if_empty(*output,
+ *input->clone());
+ }
+
+ const unsigned int num_elems_processed_per_iteration = 16 / input->element_size();
+
+ Window win = calculate_max_window(*input, Steps(num_elems_processed_per_iteration));
+ bool window_changed = false;
+
+ if(output != nullptr)
+ {
+ AccessWindowHorizontal input_access(input, 0, num_elems_processed_per_iteration);
+ AccessWindowHorizontal output_access(output, 0, num_elems_processed_per_iteration);
+ window_changed = update_window_and_padding(win, input_access, output_access);
+ output_access.set_valid_region(win, input->valid_region());
+ }
+ else
+ {
+ window_changed = update_window_and_padding(win,
+ AccessWindowHorizontal(input, 0, num_elems_processed_per_iteration));
+ }
+
+ Error err = (window_changed) ? ARM_COMPUTE_CREATE_ERROR(ErrorCode::RUNTIME_ERROR, "Insufficient Padding!") : Error{};
+ return std::make_pair(err, win);
+}
+} // namespace
+
CLActivationLayerKernel::CLActivationLayerKernel()
: _input(nullptr), _output(nullptr)
{
@@ -57,11 +109,7 @@ void CLActivationLayerKernel::configure(ICLTensor *input, ICLTensor *output, Act
ARM_COMPUTE_ERROR_ON_NULLPTR(input->info(), output->info());
// Output auto inizialitation if not yet initialized
auto_init_if_empty(*output->info(),
- input->info()->tensor_shape(),
- 1,
- input->info()->data_type(),
- input->info()->fixed_point_position(),
- input->info()->quantization_info());
+ *input->info()->clone());
}
ARM_COMPUTE_ERROR_THROW_ON(CLActivationLayerKernel::validate(input->info(), (output != nullptr) ? output->info() : nullptr, act_info));
@@ -135,22 +183,9 @@ void CLActivationLayerKernel::configure(ICLTensor *input, ICLTensor *output, Act
_output = output;
// Configure kernel window
- Window win = calculate_max_window(*input->info(), Steps(num_elems_processed_per_iteration));
-
- if(output != nullptr)
- {
- AccessWindowHorizontal input_access(input->info(), 0, num_elems_processed_per_iteration);
- AccessWindowHorizontal output_access(output->info(), 0, num_elems_processed_per_iteration);
- update_window_and_padding(win, input_access, output_access);
- output_access.set_valid_region(win, input->info()->valid_region());
- }
- else
- {
- update_window_and_padding(win,
- AccessWindowHorizontal(input->info(), 0, num_elems_processed_per_iteration));
- }
-
- ICLKernel::configure(win);
+ auto win_config = validate_and_configure_window(input->info(), (output == nullptr) ? nullptr : output->info());
+ ARM_COMPUTE_ERROR_THROW_ON(win_config.first);
+ ICLKernel::configure(win_config.second);
// Set config_id for enabling LWS tuning
_config_id = "activation_layer_";
@@ -163,17 +198,8 @@ void CLActivationLayerKernel::configure(ICLTensor *input, ICLTensor *output, Act
Error CLActivationLayerKernel::validate(const ITensorInfo *input, const ITensorInfo *output, const ActivationLayerInfo &act_info)
{
- ARM_COMPUTE_RETURN_ERROR_ON_DATA_TYPE_CHANNEL_NOT_IN(input, 1, DataType::U8, DataType::QASYMM8, DataType::QS8, DataType::QS16, DataType::F16, DataType::F32);
- ARM_COMPUTE_RETURN_ERROR_ON_MSG((input->data_type() == DataType::QASYMM8) && (act_info.activation() != ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU),
- "For QASYMM8 only lower/upper bounded relu is supported");
-
- // Checks performed when output is configured
- if((output != nullptr) && (output->total_size() != 0))
- {
- ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_SHAPES(input, output);
- ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_DATA_TYPES(input, output);
- ARM_COMPUTE_RETURN_ERROR_ON_MISMATCHING_FIXED_POINT(input, output);
- }
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_arguments(input, output, act_info));
+ ARM_COMPUTE_RETURN_ON_ERROR(validate_and_configure_window(input->clone().get(), (output == nullptr) ? nullptr : output->clone().get()).first);
return Error{};
}