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Diffstat (limited to 'arm_compute/runtime/CL/functions/CLLSTMLayer.h')
-rw-r--r--arm_compute/runtime/CL/functions/CLLSTMLayer.h174
1 files changed, 87 insertions, 87 deletions
diff --git a/arm_compute/runtime/CL/functions/CLLSTMLayer.h b/arm_compute/runtime/CL/functions/CLLSTMLayer.h
index abfcc3a62f..1a8b33463d 100644
--- a/arm_compute/runtime/CL/functions/CLLSTMLayer.h
+++ b/arm_compute/runtime/CL/functions/CLLSTMLayer.h
@@ -28,7 +28,6 @@
#include "arm_compute/core/CL/kernels/CLCopyKernel.h"
#include "arm_compute/core/CL/kernels/CLMemsetKernel.h"
-#include "arm_compute/core/CL/kernels/CLPixelWiseMultiplicationKernel.h"
#include "arm_compute/core/Types.h"
#include "arm_compute/runtime/CL/CLTensor.h"
#include "arm_compute/runtime/CL/functions/CLActivationLayer.h"
@@ -37,6 +36,7 @@
#include "arm_compute/runtime/CL/functions/CLFullyConnectedLayer.h"
#include "arm_compute/runtime/CL/functions/CLGEMM.h"
#include "arm_compute/runtime/CL/functions/CLMeanStdDevNormalizationLayer.h"
+#include "arm_compute/runtime/CL/functions/CLPixelWiseMultiplication.h"
#include "arm_compute/runtime/IMemoryManager.h"
#include "arm_compute/runtime/MemoryGroup.h"
#include "arm_compute/runtime/common/LSTMParams.h"
@@ -97,7 +97,7 @@ public:
const ICLTensor *input_to_forget_weights, const ICLTensor *input_to_cell_weights, const ICLTensor *input_to_output_weights,
const ICLTensor *recurrent_to_forget_weights, const ICLTensor *recurrent_to_cell_weights, const ICLTensor *recurrent_to_output_weights,
const ICLTensor *forget_gate_bias, const ICLTensor *cell_bias, const ICLTensor *output_gate_bias,
- const ICLTensor *output_state_in, const ICLTensor *cell_state_in,
+ const ICLTensor *output_state_in, ICLTensor *cell_state_in,
ICLTensor *scratch_buffer, ICLTensor *output_state_out, ICLTensor *cell_state_out, ICLTensor *output,
const LSTMParams<ICLTensor> &lstm_params, const ActivationLayerInfo &activation_info, float cell_threshold = 0.f, float projection_threshold = 0.f);
/** Initialize function's tensors.
@@ -143,7 +143,7 @@ public:
const ICLTensor *input_to_forget_weights, const ICLTensor *input_to_cell_weights, const ICLTensor *input_to_output_weights,
const ICLTensor *recurrent_to_forget_weights, const ICLTensor *recurrent_to_cell_weights, const ICLTensor *recurrent_to_output_weights,
const ICLTensor *forget_gate_bias, const ICLTensor *cell_bias, const ICLTensor *output_gate_bias,
- const ICLTensor *output_state_in, const ICLTensor *cell_state_in,
+ const ICLTensor *output_state_in, ICLTensor *cell_state_in,
ICLTensor *scratch_buffer, ICLTensor *output_state_out, ICLTensor *cell_state_out, ICLTensor *output,
const LSTMParams<ICLTensor> &lstm_params, const ActivationLayerInfo &activation_info, float cell_threshold = 0.f, float projection_threshold = 0.f);
@@ -200,90 +200,90 @@ public:
void prepare() override;
private:
- MemoryGroup _memory_group;
- CLFullyConnectedLayer _fully_connected_input_gate;
- CLArithmeticAddition _accum_input_gate1;
- CLArithmeticSubtraction _subtract_input_gate;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_input_gate;
- CLActivationLayer _activation_input_gate;
- CLFullyConnectedLayer _fully_connected_forget_gate;
- CLArithmeticAddition _accum_forget_gate1;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_forget_gate;
- CLActivationLayer _activation_forget_gate;
- CLFullyConnectedLayer _fully_connected_cell_state;
- CLGEMM _gemm_cell_state1;
- CLTransposeKernel _transpose_cell_state;
- CLArithmeticAddition _accum_cell_state1;
- CLArithmeticAddition _accum_cell_state2;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_cell_state1;
- CLActivationLayer _activation_cell_state;
- CLActivationLayer _cell_clip;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_cell_state2;
- CLFullyConnectedLayer _fully_connected_output;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_output_state1;
- CLArithmeticAddition _accum_output1;
- CLActivationLayer _activation_output;
- CLActivationLayer _activation_output_state;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_output_state2;
- CLFullyConnectedLayer _fully_connected_output_state;
- CLActivationLayer _projection_clip;
- CLCopyKernel _copy_cell_state;
- CLCopyKernel _copy_output;
- CLConcatenateLayer _concat_scratch_buffer;
- CLConcatenateLayer _concat_inputs_forget_gate;
- CLConcatenateLayer _concat_weights_forget_gate;
- CLConcatenateLayer _concat_weights_input_gate;
- CLConcatenateLayer _concat_weights_output;
- CLMemsetKernel _ones_memset_kernel;
- CLMeanStdDevNormalizationLayer _mean_std_norm_input_gate;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_input_gate_coeff;
- CLArithmeticAddition _accum_input_gate_bias;
- CLMeanStdDevNormalizationLayer _mean_std_norm_forget_gate;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_forget_gate_coeff;
- CLArithmeticAddition _accum_forget_gate_bias;
- CLMeanStdDevNormalizationLayer _mean_std_norm_cell_gate;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_cell_gate_coeff;
- CLArithmeticAddition _accum_cell_gate_bias;
- CLMeanStdDevNormalizationLayer _mean_std_norm_output_gate;
- CLPixelWiseMultiplicationKernel _pixelwise_mul_output_gate_coeff;
- CLArithmeticAddition _accum_output_gate_bias;
- CLTensor _input_gate_out1;
- CLTensor _input_gate_out2;
- CLTensor _input_gate_out3;
- CLTensor _input_gate_out4;
- CLTensor _forget_gate_out1;
- CLTensor _forget_gate_out2;
- CLTensor _forget_gate_out3;
- CLTensor _forget_gate_out4;
- CLTensor _forget_gate_out5;
- CLTensor _forget_gate_out6;
- CLTensor _cell_state_out1;
- CLTensor _cell_state_out2;
- CLTensor _cell_state_out3;
- CLTensor _cell_state_out4;
- CLTensor _cell_state_out5;
- CLTensor _output1;
- CLTensor _output2;
- CLTensor _output3;
- CLTensor _output4;
- CLTensor _cell_state_activation;
- CLTensor _output_state1;
- CLTensor _ones;
- CLTensor _input_layer_norm_out1;
- CLTensor _input_layer_norm_out2;
- CLTensor _forget_layer_norm_out1;
- CLTensor _forget_layer_norm_out2;
- CLTensor _cell_layer_norm_out1;
- CLTensor _cell_layer_norm_out2;
- CLTensor _output_layer_norm_out1;
- CLTensor _output_layer_norm_out2;
- bool _run_peephole_opt;
- bool _run_cifg_opt;
- bool _perform_cell_clipping;
- bool _has_projection_weights;
- bool _perform_projection_clipping;
- bool _is_prepared;
- bool _is_layer_norm_lstm;
+ MemoryGroup _memory_group;
+ CLFullyConnectedLayer _fully_connected_input_gate;
+ CLArithmeticAddition _accum_input_gate1;
+ CLArithmeticSubtraction _subtract_input_gate;
+ CLPixelWiseMultiplication _pixelwise_mul_input_gate;
+ CLActivationLayer _activation_input_gate;
+ CLFullyConnectedLayer _fully_connected_forget_gate;
+ CLArithmeticAddition _accum_forget_gate1;
+ CLPixelWiseMultiplication _pixelwise_mul_forget_gate;
+ CLActivationLayer _activation_forget_gate;
+ CLFullyConnectedLayer _fully_connected_cell_state;
+ CLGEMM _gemm_cell_state1;
+ CLTransposeKernel _transpose_cell_state;
+ CLArithmeticAddition _accum_cell_state1;
+ CLArithmeticAddition _accum_cell_state2;
+ CLPixelWiseMultiplication _pixelwise_mul_cell_state1;
+ CLActivationLayer _activation_cell_state;
+ CLActivationLayer _cell_clip;
+ CLPixelWiseMultiplication _pixelwise_mul_cell_state2;
+ CLFullyConnectedLayer _fully_connected_output;
+ CLPixelWiseMultiplication _pixelwise_mul_output_state1;
+ CLArithmeticAddition _accum_output1;
+ CLActivationLayer _activation_output;
+ CLActivationLayer _activation_output_state;
+ CLPixelWiseMultiplication _pixelwise_mul_output_state2;
+ CLFullyConnectedLayer _fully_connected_output_state;
+ CLActivationLayer _projection_clip;
+ CLCopyKernel _copy_cell_state;
+ CLCopyKernel _copy_output;
+ CLConcatenateLayer _concat_scratch_buffer;
+ CLConcatenateLayer _concat_inputs_forget_gate;
+ CLConcatenateLayer _concat_weights_forget_gate;
+ CLConcatenateLayer _concat_weights_input_gate;
+ CLConcatenateLayer _concat_weights_output;
+ CLMemsetKernel _ones_memset_kernel;
+ CLMeanStdDevNormalizationLayer _mean_std_norm_input_gate;
+ CLPixelWiseMultiplication _pixelwise_mul_input_gate_coeff;
+ CLArithmeticAddition _accum_input_gate_bias;
+ CLMeanStdDevNormalizationLayer _mean_std_norm_forget_gate;
+ CLPixelWiseMultiplication _pixelwise_mul_forget_gate_coeff;
+ CLArithmeticAddition _accum_forget_gate_bias;
+ CLMeanStdDevNormalizationLayer _mean_std_norm_cell_gate;
+ CLPixelWiseMultiplication _pixelwise_mul_cell_gate_coeff;
+ CLArithmeticAddition _accum_cell_gate_bias;
+ CLMeanStdDevNormalizationLayer _mean_std_norm_output_gate;
+ CLPixelWiseMultiplication _pixelwise_mul_output_gate_coeff;
+ CLArithmeticAddition _accum_output_gate_bias;
+ CLTensor _input_gate_out1;
+ CLTensor _input_gate_out2;
+ CLTensor _input_gate_out3;
+ CLTensor _input_gate_out4;
+ CLTensor _forget_gate_out1;
+ CLTensor _forget_gate_out2;
+ CLTensor _forget_gate_out3;
+ CLTensor _forget_gate_out4;
+ CLTensor _forget_gate_out5;
+ CLTensor _forget_gate_out6;
+ CLTensor _cell_state_out1;
+ CLTensor _cell_state_out2;
+ CLTensor _cell_state_out3;
+ CLTensor _cell_state_out4;
+ CLTensor _cell_state_out5;
+ CLTensor _output1;
+ CLTensor _output2;
+ CLTensor _output3;
+ CLTensor _output4;
+ CLTensor _cell_state_activation;
+ CLTensor _output_state1;
+ CLTensor _ones;
+ CLTensor _input_layer_norm_out1;
+ CLTensor _input_layer_norm_out2;
+ CLTensor _forget_layer_norm_out1;
+ CLTensor _forget_layer_norm_out2;
+ CLTensor _cell_layer_norm_out1;
+ CLTensor _cell_layer_norm_out2;
+ CLTensor _output_layer_norm_out1;
+ CLTensor _output_layer_norm_out2;
+ bool _run_peephole_opt;
+ bool _run_cifg_opt;
+ bool _perform_cell_clipping;
+ bool _has_projection_weights;
+ bool _perform_projection_clipping;
+ bool _is_prepared;
+ bool _is_layer_norm_lstm;
};
} // namespace arm_compute
#endif /* ARM_COMPUTE_CLLSTMLAYER_H */
generated by cgit v1.2.1 (git 2.23.0) at 2024-04-25 07:25:26 +0000