diff options
Diffstat (limited to 'src/runtime/NEON/functions/NELSTMLayer.cpp')
| -rw-r--r-- | src/runtime/NEON/functions/NELSTMLayer.cpp | 48 |
1 files changed, 24 insertions, 24 deletions
diff --git a/src/runtime/NEON/functions/NELSTMLayer.cpp b/src/runtime/NEON/functions/NELSTMLayer.cpp index d8c684bf15..467c51b1a6 100644 --- a/src/runtime/NEON/functions/NELSTMLayer.cpp +++ b/src/runtime/NEON/functions/NELSTMLayer.cpp @@ -464,14 +464,14 @@ Status NELSTMLayer::validate(const ITensorInfo *input, if(lstm_params.has_peephole_opt()) { - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(cell_state_in, lstm_params.cell_to_forget_weights(), &forget_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(cell_state_in, lstm_params.cell_to_forget_weights(), &forget_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&forget_gate, &forget_gate, &forget_gate, ConvertPolicy::SATURATE)); } if(lstm_params.use_layer_norm()) { ARM_COMPUTE_RETURN_ON_ERROR(NEMeanStdDevNormalizationLayer::validate(&forget_gate)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&forget_gate, lstm_params.forget_layer_norm_weights(), &forget_gate, 1, ConvertPolicy::SATURATE, - RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&forget_gate, lstm_params.forget_layer_norm_weights(), &forget_gate, 1, ConvertPolicy::SATURATE, + RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&forget_gate, forget_gate_bias, &forget_gate, ConvertPolicy::SATURATE)); } ARM_COMPUTE_RETURN_ON_ERROR(NEActivationLayer::validate(&forget_gate, &forget_gate, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC))); @@ -498,14 +498,14 @@ Status NELSTMLayer::validate(const ITensorInfo *input, { ARM_COMPUTE_RETURN_ERROR_ON_NULLPTR(lstm_params.cell_to_input_weights()); ARM_COMPUTE_RETURN_ERROR_ON(lstm_params.cell_to_input_weights()->num_dimensions() > 1); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(cell_state_in, lstm_params.cell_to_input_weights(), &input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(cell_state_in, lstm_params.cell_to_input_weights(), &input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&input_gate, &input_gate, &input_gate, ConvertPolicy::SATURATE)); } if(lstm_params.use_layer_norm()) { ARM_COMPUTE_RETURN_ON_ERROR(NEMeanStdDevNormalizationLayer::validate(&input_gate)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&input_gate, lstm_params.input_layer_norm_weights(), &input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&input_gate, lstm_params.input_layer_norm_weights(), &input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&input_gate, lstm_params.input_gate_bias(), &input_gate, ConvertPolicy::SATURATE)); } ARM_COMPUTE_RETURN_ON_ERROR(NEActivationLayer::validate(&input_gate, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC))); @@ -522,13 +522,13 @@ Status NELSTMLayer::validate(const ITensorInfo *input, if(lstm_params.use_layer_norm()) { ARM_COMPUTE_RETURN_ON_ERROR(NEMeanStdDevNormalizationLayer::validate(&cell_state_tmp)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&cell_state_tmp, lstm_params.cell_layer_norm_weights(), &cell_state_tmp, 1, ConvertPolicy::SATURATE, - RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&cell_state_tmp, lstm_params.cell_layer_norm_weights(), &cell_state_tmp, 1, ConvertPolicy::SATURATE, + RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&cell_state_tmp, cell_bias, &cell_state_tmp, ConvertPolicy::SATURATE)); } ARM_COMPUTE_RETURN_ON_ERROR(NEActivationLayer::validate(&cell_state_tmp, nullptr, activation_info)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &input_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &forget_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&cell_state_tmp, &input_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&cell_state_tmp, &forget_gate, &cell_state_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&cell_state_tmp, &cell_state_tmp, &cell_state_tmp, ConvertPolicy::SATURATE)); if(cell_threshold != 0.f) { @@ -548,22 +548,22 @@ Status NELSTMLayer::validate(const ITensorInfo *input, if(lstm_params.has_peephole_opt()) { - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&cell_state_tmp, lstm_params.cell_to_output_weights(), &output_gate_tmp, 1, ConvertPolicy::SATURATE, - RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&cell_state_tmp, lstm_params.cell_to_output_weights(), &output_gate_tmp, 1, ConvertPolicy::SATURATE, + RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&output_gate_tmp, &output_gate_tmp, &output_gate_tmp, ConvertPolicy::SATURATE)); } if(lstm_params.use_layer_norm()) { ARM_COMPUTE_RETURN_ON_ERROR(NEMeanStdDevNormalizationLayer::validate(&output_gate_tmp)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&output_gate_tmp, lstm_params.output_layer_norm_weights(), &output_gate_tmp, 1, ConvertPolicy::SATURATE, - RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&output_gate_tmp, lstm_params.output_layer_norm_weights(), &output_gate_tmp, 1, ConvertPolicy::SATURATE, + RoundingPolicy::TO_ZERO)); ARM_COMPUTE_RETURN_ON_ERROR(NEArithmeticAddition::validate(&output_gate_tmp, output_gate_bias, &output_gate_tmp, ConvertPolicy::SATURATE)); } ARM_COMPUTE_RETURN_ON_ERROR(NEActivationLayer::validate(&output_gate_tmp, nullptr, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC))); // Validate output state ARM_COMPUTE_RETURN_ON_ERROR(NEActivationLayer::validate(&cell_state_tmp, &cell_state_tmp, activation_info)); - ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplicationKernel::validate(&cell_state_tmp, &output_gate_tmp, &output_gate_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); + ARM_COMPUTE_RETURN_ON_ERROR(NEPixelWiseMultiplication::validate(&cell_state_tmp, &output_gate_tmp, &output_gate_tmp, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_ZERO)); if(lstm_params.has_projection()) { ARM_COMPUTE_RETURN_ON_ERROR(NEFullyConnectedLayer::validate(&output_gate_tmp, lstm_params.projection_weights(), lstm_params.projection_bias(), output_state_out)); @@ -603,13 +603,13 @@ void NELSTMLayer::run() if(_run_peephole_opt) { - NEScheduler::get().schedule(&_pixelwise_mul_forget_gate, Window::DimY); + _pixelwise_mul_forget_gate.run(); _accum_forget_gate1.run(); } if(_is_layer_norm_lstm) { _mean_std_norm_forget_gate.run(); - NEScheduler::get().schedule(&_pixelwise_mul_forget_gate_coeff, Window::DimY); + _pixelwise_mul_forget_gate_coeff.run(); _accum_forget_gate_bias.run(); } _activation_forget_gate.run(); @@ -632,14 +632,14 @@ void NELSTMLayer::run() if(_run_peephole_opt) { - NEScheduler::get().schedule(&_pixelwise_mul_input_gate, Window::DimY); + _pixelwise_mul_input_gate.run(); _accum_input_gate1.run(); } if(_is_layer_norm_lstm) { _mean_std_norm_input_gate.run(); - NEScheduler::get().schedule(&_pixelwise_mul_input_gate_coeff, Window::DimY); + _pixelwise_mul_input_gate_coeff.run(); _accum_input_gate_bias.run(); } _activation_input_gate.run(); @@ -652,12 +652,12 @@ void NELSTMLayer::run() if(_is_layer_norm_lstm) { _mean_std_norm_cell_gate.run(); - NEScheduler::get().schedule(&_pixelwise_mul_cell_gate_coeff, Window::DimY); + _pixelwise_mul_cell_gate_coeff.run(); _accum_cell_gate_bias.run(); } _activation_cell_state.run(); - NEScheduler::get().schedule(&_pixelwise_mul_cell_state1, Window::DimY); - NEScheduler::get().schedule(&_pixelwise_mul_cell_state2, Window::DimY); + _pixelwise_mul_cell_state1.run(); + _pixelwise_mul_cell_state2.run(); _accum_cell_state2.run(); if(_perform_cell_clipping) @@ -668,19 +668,19 @@ void NELSTMLayer::run() _fully_connected_output.run(); if(_run_peephole_opt) { - NEScheduler::get().schedule(&_pixelwise_mul_output_state1, Window::DimY); + _pixelwise_mul_output_state1.run(); _accum_output1.run(); } if(_is_layer_norm_lstm) { _mean_std_norm_output_gate.run(); - NEScheduler::get().schedule(&_pixelwise_mul_output_gate_coeff, Window::DimY); + _pixelwise_mul_output_gate_coeff.run(); _accum_output_gate_bias.run(); } _activation_output.run(); _activation_output_state.run(); - NEScheduler::get().schedule(&_pixelwise_mul_output_state2, Window::DimY); + _pixelwise_mul_output_state2.run(); if(_has_projection_weights) { |