diff options
Diffstat (limited to 'tests/validation/fixtures/UpsampleLayerFixture.h')
-rw-r--r-- | tests/validation/fixtures/UpsampleLayerFixture.h | 67 |
1 files changed, 54 insertions, 13 deletions
diff --git a/tests/validation/fixtures/UpsampleLayerFixture.h b/tests/validation/fixtures/UpsampleLayerFixture.h index 40229e2866..0a72e44dad 100644 --- a/tests/validation/fixtures/UpsampleLayerFixture.h +++ b/tests/validation/fixtures/UpsampleLayerFixture.h @@ -1,5 +1,5 @@ /* - * Copyright (c) 2018 ARM Limited. + * Copyright (c) 2018-2019 ARM Limited. * * SPDX-License-Identifier: MIT * @@ -40,37 +40,51 @@ namespace test namespace validation { template <typename TensorType, typename AccessorType, typename FunctionType, typename T> -class UpsampleLayerFixture : public framework::Fixture +class UpsampleLayerFixtureBase : public framework::Fixture { public: template <typename...> void setup(TensorShape input_shape, DataType data_type, DataLayout data_layout, - Size2D info, const InterpolationPolicy &policy) + Size2D info, const InterpolationPolicy &policy, QuantizationInfo quantization_info) { _data_type = data_type; - _target = compute_target(input_shape, info, policy, data_type, data_layout); - _reference = compute_reference(input_shape, info, policy, data_type); + _target = compute_target(input_shape, info, policy, data_type, data_layout, quantization_info); + _reference = compute_reference(input_shape, info, policy, data_type, quantization_info); } protected: template <typename U> void fill(U &&tensor, int i) { - library->fill_tensor_uniform(tensor, i); + if(_data_type == DataType::QASYMM8) + { + const auto bounds = get_quantized_bounds(tensor.quantization_info(), -1.0f, 1.0f); + std::uniform_int_distribution<uint8_t> distribution(bounds.first, bounds.second); + library->fill(tensor, distribution, i); + } + else + { + library->fill_tensor_uniform(tensor, i); + } } - TensorType compute_target(TensorShape input_shape, - const Size2D &info, const InterpolationPolicy &policy, DataType data_type, DataLayout data_layout) + TensorType compute_target(TensorShape input_shape, const Size2D &info, const InterpolationPolicy &policy, + DataType data_type, DataLayout data_layout, QuantizationInfo quantization_info) { + TensorShape output_shape(input_shape); + output_shape.set(0, info.x() * input_shape[0]); + output_shape.set(1, info.y() * input_shape[1]); + if(data_layout == DataLayout::NHWC) { permute(input_shape, PermutationVector(2U, 0U, 1U)); + permute(output_shape, PermutationVector(2U, 0U, 1U)); } // Create tensors - TensorType src = create_tensor<TensorType>(input_shape, data_type, 1, QuantizationInfo(), data_layout); - TensorType dst; + TensorType src = create_tensor<TensorType>(input_shape, data_type, 1, quantization_info, data_layout); + TensorType dst = create_tensor<TensorType>(output_shape, data_type, 1, quantization_info, data_layout); // Create and configure function FunctionType upsample; @@ -95,11 +109,11 @@ protected: return dst; } - SimpleTensor<T> compute_reference(const TensorShape &input_shape, - const Size2D &info, const InterpolationPolicy &policy, DataType data_type) + SimpleTensor<T> compute_reference(const TensorShape &input_shape, const Size2D &info, const InterpolationPolicy &policy, + DataType data_type, QuantizationInfo quantization_info) { // Create reference - SimpleTensor<T> src{ input_shape, data_type }; + SimpleTensor<T> src{ input_shape, data_type, 1, quantization_info }; // Fill reference fill(src, 0); @@ -111,6 +125,33 @@ protected: SimpleTensor<T> _reference{}; DataType _data_type{}; }; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class UpsampleLayerFixture : public UpsampleLayerFixtureBase<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(TensorShape input_shape, DataType data_type, DataLayout data_layout, + Size2D info, const InterpolationPolicy &policy) + { + UpsampleLayerFixtureBase<TensorType, AccessorType, FunctionType, T>::setup(input_shape, data_type, data_layout, + info, policy, QuantizationInfo()); + } +}; + +template <typename TensorType, typename AccessorType, typename FunctionType, typename T> +class UpsampleLayerQuantizedFixture : public UpsampleLayerFixtureBase<TensorType, AccessorType, FunctionType, T> +{ +public: + template <typename...> + void setup(TensorShape input_shape, DataType data_type, DataLayout data_layout, + Size2D info, const InterpolationPolicy &policy, QuantizationInfo quantization_info) + { + UpsampleLayerFixtureBase<TensorType, AccessorType, FunctionType, T>::setup(input_shape, data_type, data_layout, + info, policy, quantization_info); + } +}; + } // namespace validation } // namespace test } // namespace arm_compute |