diff options
Diffstat (limited to 'tests/validation/fixtures/LSTMLayerFixture.h')
| -rw-r--r-- | tests/validation/fixtures/LSTMLayerFixture.h | 10 |
1 files changed, 4 insertions, 6 deletions
diff --git a/tests/validation/fixtures/LSTMLayerFixture.h b/tests/validation/fixtures/LSTMLayerFixture.h index f4bae86d30..a32e9adfe5 100644 --- a/tests/validation/fixtures/LSTMLayerFixture.h +++ b/tests/validation/fixtures/LSTMLayerFixture.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018-2021 Arm Limited. + * Copyright (c) 2018-2023 Arm Limited. * * SPDX-License-Identifier: MIT * @@ -46,7 +46,6 @@ template <typename TensorType, typename AccessorType, typename FunctionType, typ class LSTMLayerValidationFixture : public framework::Fixture { public: - template <typename...> void setup(TensorShape input_shape, TensorShape input_weights_shape, TensorShape recurrent_weights_shape, TensorShape cell_bias_shape, TensorShape output_cell_shape, TensorShape output_shape, TensorShape scratch_shape, ActivationLayerInfo info, float cell_threshold, float projection_threshold, DataType data_type, bool projection_opt, bool peephole_opt, bool use_layer_norm) @@ -458,7 +457,6 @@ protected: } input_gate = reference::activation_layer(input_gate, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)); } - // Compute cell_state SimpleTensor<T> fully_connected_cell_state = reference::fully_connected_layer(input, input_to_cell_w, cell_bias, output_cell_shape); transposed_weights = reference::transpose(recurrent_to_cell_w); @@ -474,12 +472,13 @@ protected: fill(cell_bias, 8); cell_state_out = reference::arithmetic_operation(reference::ArithmeticOperation::ADD, cell_state_out, cell_bias, data_type, ConvertPolicy::SATURATE); } - cell_state_out = reference::activation_layer(cell_state_out, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LOGISTIC)); + cell_state_out = reference::activation_layer(cell_state_out, info); cell_state_out = reference::pixel_wise_multiplication<T, T, T>(cell_state_out, input_gate, 1, ConvertPolicy::SATURATE, RoundingPolicy::TO_NEAREST_EVEN, data_type); cell_state_out = reference::arithmetic_operation(reference::ArithmeticOperation::ADD, cell_state_out, pixelwise_mul, data_type, ConvertPolicy::SATURATE); + if(cell_threshold != 0.f) { - cell_state_out = reference::activation_layer(cell_state_out, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -cell_threshold, cell_threshold)); + cell_state_out = reference::activation_layer(cell_state_out, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, cell_threshold, -cell_threshold)); } // Compute output @@ -515,7 +514,6 @@ protected: output_state_out = reference::activation_layer(fully_connected_projection, ActivationLayerInfo(ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU, -projection_threshold, projection_threshold)); } } - std::vector<SimpleTensor<T>> scratch_inputs; if(!cifg_opt) { |