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authorGeorgios Pinitas <georgios.pinitas@arm.com>2020-07-06 14:57:36 +0100
committerGeorgios Pinitas <georgios.pinitas@arm.com>2020-07-07 15:07:27 +0000
commitab23dd0fbc632063235a6ad408241dc79a35d3e4 (patch)
tree310eda0ec4f48c84ae1f0b520279ee2202bea6e6 /src/runtime/CL/functions/CLLSTMLayer.cpp
parent6eb73458c4869165c88d33c6a745a91cdc73a36a (diff)
downloadComputeLibrary-ab23dd0fbc632063235a6ad408241dc79a35d3e4.tar.gz
COMPMID-3387: Support memory injection in CLActivationLayer
Signed-off-by: Georgios Pinitas <georgios.pinitas@arm.com> Change-Id: I31f9620607b372fc3340c71e748a5ea177d9da62 Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/3520 Reviewed-by: Michele Di Giorgio <michele.digiorgio@arm.com> Comments-Addressed: Arm Jenkins <bsgcomp@arm.com> Tested-by: Arm Jenkins <bsgcomp@arm.com>
Diffstat (limited to 'src/runtime/CL/functions/CLLSTMLayer.cpp')
-rw-r--r--src/runtime/CL/functions/CLLSTMLayer.cpp32
1 files changed, 16 insertions, 16 deletions
diff --git a/src/runtime/CL/functions/CLLSTMLayer.cpp b/src/runtime/CL/functions/CLLSTMLayer.cpp
index 56f22e2fe0..e63a9cceb0 100644
--- a/src/runtime/CL/functions/CLLSTMLayer.cpp
+++ b/src/runtime/CL/functions/CLLSTMLayer.cpp
@@ -499,7 +499,7 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAddition::validate(&forget_gate, forget_gate_bias, &forget_gate, ConvertPolicy::SATURATE));
}
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&forget_gate, &forget_gate, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&forget_gate, &forget_gate, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
// Validate input gate
if(!lstm_params.has_cifg_opt())
@@ -534,7 +534,7 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
ARM_COMPUTE_RETURN_ON_ERROR(CLPixelWiseMultiplicationKernel::validate(&input_gate, lstm_params.input_layer_norm_weights(), &input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAddition::validate(&input_gate, lstm_params.input_gate_bias(), &input_gate, ConvertPolicy::SATURATE));
}
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&input_gate, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&input_gate, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
}
else
{
@@ -552,14 +552,14 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAddition::validate(&cell_state_tmp, cell_bias, &cell_state_tmp, ConvertPolicy::SATURATE));
}
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&cell_state_tmp, nullptr, activation_info));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&cell_state_tmp, nullptr, activation_info));
ARM_COMPUTE_RETURN_ON_ERROR(CLPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &input_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &forget_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAddition::validate(&cell_state_tmp, &cell_state_tmp, &cell_state_tmp, ConvertPolicy::SATURATE));
if(cell_threshold != 0.f)
{
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&cell_state_tmp, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -cell_threshold,
- cell_threshold)));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&cell_state_tmp, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -cell_threshold,
+ cell_threshold)));
}
std::vector<const ITensorInfo *> in_out_weights;
@@ -584,18 +584,18 @@ Status CLLSTMLayer::validate(const ITensorInfo *input,
RoundingPolicy::TO_NEAREST_EVEN));
ARM_COMPUTE_RETURN_ON_ERROR(CLArithmeticAddition::validate(&output_gate_tmp, output_gate_bias, &output_gate_tmp, ConvertPolicy::SATURATE));
}
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&output_gate_tmp, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&output_gate_tmp, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)));
// Validate output state
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(&cell_state_tmp, &cell_state_tmp, activation_info));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(&cell_state_tmp, &cell_state_tmp, activation_info));
ARM_COMPUTE_RETURN_ON_ERROR(CLPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &output_gate_tmp, &output_gate_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN));
if(lstm_params.has_projection())
{
ARM_COMPUTE_RETURN_ON_ERROR(CLFullyConnectedLayer::validate(&output_gate_tmp, lstm_params.projection_weights(), lstm_params.projection_bias(), output_state_out));
if(projection_threshold != 0.f)
{
- ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayerKernel::validate(output_state_out, output_state_out,
- ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -projection_threshold, projection_threshold)));
+ ARM_COMPUTE_RETURN_ON_ERROR(CLActivationLayer::validate(output_state_out, output_state_out,
+ ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -projection_threshold, projection_threshold)));
}
}
@@ -638,7 +638,7 @@ void CLLSTMLayer::run()
CLScheduler::get().enqueue(_pixelwise_mul_forget_gate_coeff);
CLScheduler::get().enqueue(_accum_forget_gate_bias);
}
- CLScheduler::get().enqueue(_activation_forget_gate);
+ _activation_forget_gate.run();
if(_run_cifg_opt)
{
@@ -661,7 +661,7 @@ void CLLSTMLayer::run()
CLScheduler::get().enqueue(_pixelwise_mul_input_gate_coeff);
CLScheduler::get().enqueue(_accum_input_gate_bias);
}
- CLScheduler::get().enqueue(_activation_input_gate);
+ _activation_input_gate.run();
}
_fully_connected_cell_state.run();
@@ -674,14 +674,14 @@ void CLLSTMLayer::run()
CLScheduler::get().enqueue(_pixelwise_mul_cell_gate_coeff);
CLScheduler::get().enqueue(_accum_cell_gate_bias);
}
- CLScheduler::get().enqueue(_activation_cell_state);
+ _activation_cell_state.run();
CLScheduler::get().enqueue(_pixelwise_mul_cell_state1);
CLScheduler::get().enqueue(_pixelwise_mul_cell_state2);
CLScheduler::get().enqueue(_accum_cell_state2);
if(_perform_cell_clipping)
{
- CLScheduler::get().enqueue(_cell_clip);
+ _cell_clip.run();
}
_fully_connected_output.run();
@@ -697,9 +697,9 @@ void CLLSTMLayer::run()
CLScheduler::get().enqueue(_pixelwise_mul_output_gate_coeff);
CLScheduler::get().enqueue(_accum_output_gate_bias);
}
- CLScheduler::get().enqueue(_activation_output);
+ _activation_output.run();
- CLScheduler::get().enqueue(_activation_output_state);
+ _activation_output_state.run();
CLScheduler::get().enqueue(_pixelwise_mul_output_state2);
if(_has_projection_weights)
@@ -707,7 +707,7 @@ void CLLSTMLayer::run()
_fully_connected_output_state.run();
if(_perform_projection_clipping)
{
- CLScheduler::get().enqueue(_projection_clip);
+ _projection_clip.run();
}
}