| /* |
| * Copyright (c) 2018 ARM Limited. |
| * |
| * SPDX-License-Identifier: MIT |
| * |
| * Permission is hereby granted, free of charge, to any person obtaining a copy |
| * of this software and associated documentation files (the "Software"), to |
| * deal in the Software without restriction, including without limitation the |
| * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or |
| * sell copies of the Software, and to permit persons to whom the Software is |
| * furnished to do so, subject to the following conditions: |
| * |
| * The above copyright notice and this permission notice shall be included in all |
| * copies or substantial portions of the Software. |
| * |
| * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR |
| * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, |
| * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE |
| * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER |
| * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, |
| * OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE |
| * SOFTWARE. |
| */ |
| #ifndef __ARM_COMPUTE_GRAPH_TYPE_PRINTER_H__ |
| #define __ARM_COMPUTE_GRAPH_TYPE_PRINTER_H__ |
| |
| #include "arm_compute/core/Error.h" |
| #include "arm_compute/core/Types.h" |
| #include "arm_compute/graph/Types.h" |
| |
| namespace arm_compute |
| { |
| namespace graph |
| { |
| /** Formatted output of the Dimensions type. */ |
| template <typename T> |
| inline ::std::ostream &operator<<(::std::ostream &os, const arm_compute::Dimensions<T> &dimensions) |
| { |
| if(dimensions.num_dimensions() > 0) |
| { |
| os << dimensions[0]; |
| |
| for(unsigned int d = 1; d < dimensions.num_dimensions(); ++d) |
| { |
| os << "x" << dimensions[d]; |
| } |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the Size2D type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const Size2D &size) |
| { |
| os << size.width << "x" << size.height; |
| |
| return os; |
| } |
| |
| /** Formatted output of the DataType type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const DataType &data_type) |
| { |
| switch(data_type) |
| { |
| case DataType::UNKNOWN: |
| os << "UNKNOWN"; |
| break; |
| case DataType::U8: |
| os << "U8"; |
| break; |
| case DataType::QS8: |
| os << "QS8"; |
| break; |
| case DataType::QASYMM8: |
| os << "QASYMM8"; |
| break; |
| case DataType::S8: |
| os << "S8"; |
| break; |
| case DataType::U16: |
| os << "U16"; |
| break; |
| case DataType::S16: |
| os << "S16"; |
| break; |
| case DataType::QS16: |
| os << "QS16"; |
| break; |
| case DataType::U32: |
| os << "U32"; |
| break; |
| case DataType::S32: |
| os << "S32"; |
| break; |
| case DataType::U64: |
| os << "U64"; |
| break; |
| case DataType::S64: |
| os << "S64"; |
| break; |
| case DataType::F16: |
| os << "F16"; |
| break; |
| case DataType::F32: |
| os << "F32"; |
| break; |
| case DataType::F64: |
| os << "F64"; |
| break; |
| case DataType::SIZET: |
| os << "SIZET"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the Target. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const Target &target) |
| { |
| switch(target) |
| { |
| case Target::UNSPECIFIED: |
| os << "UNSPECIFIED"; |
| break; |
| case Target::NEON: |
| os << "NEON"; |
| break; |
| case Target::CL: |
| os << "CL"; |
| break; |
| case Target::GC: |
| os << "GC"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the DataLayout */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const DataLayout &data_layout) |
| { |
| switch(data_layout) |
| { |
| case DataLayout::NCHW: |
| os << "NCHW"; |
| break; |
| case DataLayout::NHWC: |
| os << "NHWC"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| inline ::std::ostream &operator<<(::std::ostream &os, const NodeType &node_type) |
| { |
| switch(node_type) |
| { |
| case NodeType::ActivationLayer: |
| os << "ActivationLayer"; |
| break; |
| case NodeType::BatchNormalizationLayer: |
| os << "BatchNormalizationLayer"; |
| break; |
| case NodeType::ChannelShuffleLayer: |
| os << "ChannelShuffleLayer"; |
| break; |
| case NodeType::ConvolutionLayer: |
| os << "ConvolutionLayer"; |
| break; |
| case NodeType::DeconvolutionLayer: |
| os << "DeconvolutionLayer"; |
| break; |
| case NodeType::DepthConcatenateLayer: |
| os << "DepthConcatenateLayer"; |
| break; |
| case NodeType::DepthwiseConvolutionLayer: |
| os << "DepthwiseConvolutionLayer"; |
| break; |
| case NodeType::EltwiseLayer: |
| os << "EltwiseLayer"; |
| break; |
| case NodeType::FlattenLayer: |
| os << "FlattenLayer"; |
| break; |
| case NodeType::FullyConnectedLayer: |
| os << "FullyConnectedLayer"; |
| break; |
| case NodeType::NormalizationLayer: |
| os << "NormalizationLayer"; |
| break; |
| case NodeType::PoolingLayer: |
| os << "PoolingLayer"; |
| break; |
| case NodeType::ReshapeLayer: |
| os << "ReshapeLayer"; |
| break; |
| case NodeType::ResizeLayer: |
| os << "ResizeLayer"; |
| break; |
| case NodeType::SoftmaxLayer: |
| os << "SoftmaxLayer"; |
| break; |
| case NodeType::SplitLayer: |
| os << "SplitLayer"; |
| break; |
| case NodeType::Input: |
| os << "Input"; |
| break; |
| case NodeType::Output: |
| os << "Output"; |
| break; |
| case NodeType::Const: |
| os << "Const"; |
| break; |
| case NodeType::Dummy: |
| os << "Dummy"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the activation function type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const ActivationLayerInfo::ActivationFunction &act_function) |
| { |
| switch(act_function) |
| { |
| case ActivationLayerInfo::ActivationFunction::ABS: |
| os << "ABS"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::LINEAR: |
| os << "LINEAR"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::LOGISTIC: |
| os << "LOGISTIC"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::RELU: |
| os << "RELU"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::BOUNDED_RELU: |
| os << "BOUNDED_RELU"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::LEAKY_RELU: |
| os << "LEAKY_RELU"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::SOFT_RELU: |
| os << "SOFT_RELU"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::SQRT: |
| os << "SQRT"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::LU_BOUNDED_RELU: |
| os << "LU_BOUNDED_RELU"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::SQUARE: |
| os << "SQUARE"; |
| break; |
| case ActivationLayerInfo::ActivationFunction::TANH: |
| os << "TANH"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| inline std::string to_string(const ActivationLayerInfo::ActivationFunction &act_function) |
| { |
| std::stringstream str; |
| str << act_function; |
| return str.str(); |
| } |
| |
| /** Formatted output of the PoolingType type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const PoolingType &pool_type) |
| { |
| switch(pool_type) |
| { |
| case PoolingType::AVG: |
| os << "AVG"; |
| break; |
| case PoolingType::MAX: |
| os << "MAX"; |
| break; |
| case PoolingType::L2: |
| os << "L2"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the NormType type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const NormType &norm_type) |
| { |
| switch(norm_type) |
| { |
| case NormType::CROSS_MAP: |
| os << "CROSS_MAP"; |
| break; |
| case NormType::IN_MAP_1D: |
| os << "IN_MAP_1D"; |
| break; |
| case NormType::IN_MAP_2D: |
| os << "IN_MAP_2D"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the EltwiseOperation type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const EltwiseOperation &eltwise_op) |
| { |
| switch(eltwise_op) |
| { |
| case EltwiseOperation::ADD: |
| os << "ADD"; |
| break; |
| case EltwiseOperation::MUL: |
| os << "MUL"; |
| break; |
| case EltwiseOperation::SUB: |
| os << "SUB"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the ConvolutionMethod type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const ConvolutionMethod &method) |
| { |
| switch(method) |
| { |
| case ConvolutionMethod::DEFAULT: |
| os << "DEFAULT"; |
| break; |
| case ConvolutionMethod::DIRECT: |
| os << "DIRECT"; |
| break; |
| case ConvolutionMethod::GEMM: |
| os << "GEMM"; |
| break; |
| case ConvolutionMethod::WINOGRAD: |
| os << "WINOGRAD"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the FastMathHint type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const FastMathHint &hint) |
| { |
| switch(hint) |
| { |
| case FastMathHint::ENABLED: |
| os << "ENABLED"; |
| break; |
| case FastMathHint::DISABLED: |
| os << "DISABLED"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the DepthwiseConvolutionMethod type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const DepthwiseConvolutionMethod &method) |
| { |
| switch(method) |
| { |
| case DepthwiseConvolutionMethod::DEFAULT: |
| os << "DEFAULT"; |
| break; |
| case DepthwiseConvolutionMethod::GEMV: |
| os << "GEMV"; |
| break; |
| case DepthwiseConvolutionMethod::OPTIMIZED_3x3: |
| os << "OPTIMIZED_3x3"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| |
| /** Formatted output of the PadStrideInfo type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const PadStrideInfo &pad_stride_info) |
| { |
| os << pad_stride_info.stride().first << "," << pad_stride_info.stride().second; |
| os << ";"; |
| os << pad_stride_info.pad_left() << "," << pad_stride_info.pad_right() << "," |
| << pad_stride_info.pad_top() << "," << pad_stride_info.pad_bottom(); |
| |
| return os; |
| } |
| |
| /** Formatted output of the QuantizationInfo type. */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const QuantizationInfo &quantization_info) |
| { |
| os << "Scale:" << quantization_info.scale << "~" |
| << "Offset:" << quantization_info.offset; |
| return os; |
| } |
| |
| /** Formatted output of the Interpolation policy type. |
| * |
| * @param[out] os Output stream. |
| * @param[in] policy Interpolation policy to output. |
| * |
| * @return Modified output stream. |
| */ |
| inline ::std::ostream &operator<<(::std::ostream &os, const InterpolationPolicy &policy) |
| { |
| switch(policy) |
| { |
| case InterpolationPolicy::NEAREST_NEIGHBOR: |
| os << "NEAREST NEIGHBOR"; |
| break; |
| case InterpolationPolicy::BILINEAR: |
| os << "BILINEAR"; |
| break; |
| case InterpolationPolicy::AREA: |
| os << "AREA"; |
| break; |
| default: |
| ARM_COMPUTE_ERROR("NOT_SUPPORTED!"); |
| } |
| |
| return os; |
| } |
| } // namespace graph |
| } // namespace arm_compute |
| #endif /* __ARM_COMPUTE_GRAPH_TYPE_PRINTER_H__ */ |