Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "HalPolicy.hpp" |
| 7 | |
| 8 | #include "../1.0/HalPolicy.hpp" |
| 9 | #include "../1.1/HalPolicy.hpp" |
| 10 | |
| 11 | namespace armnn_driver |
| 12 | { |
| 13 | namespace hal_1_2 |
| 14 | { |
| 15 | |
| 16 | bool HandledByV1_0(V1_2::OperationType operationType) |
| 17 | { |
| 18 | switch (static_cast<V1_0::OperationType>(operationType)) |
| 19 | { |
| 20 | case V1_0::OperationType::ADD: |
| 21 | case V1_0::OperationType::AVERAGE_POOL_2D: |
| 22 | case V1_0::OperationType::CONCATENATION: |
| 23 | case V1_0::OperationType::DEPTH_TO_SPACE: |
| 24 | case V1_0::OperationType::DEQUANTIZE: |
| 25 | case V1_0::OperationType::EMBEDDING_LOOKUP: |
| 26 | case V1_0::OperationType::FLOOR: |
| 27 | case V1_0::OperationType::FULLY_CONNECTED: |
| 28 | case V1_0::OperationType::HASHTABLE_LOOKUP: |
| 29 | case V1_0::OperationType::L2_NORMALIZATION: |
| 30 | case V1_0::OperationType::L2_POOL_2D: |
| 31 | case V1_0::OperationType::LOCAL_RESPONSE_NORMALIZATION: |
| 32 | case V1_0::OperationType::LOGISTIC: |
| 33 | case V1_0::OperationType::LSH_PROJECTION: |
| 34 | case V1_0::OperationType::LSTM: |
| 35 | case V1_0::OperationType::MAX_POOL_2D: |
| 36 | case V1_0::OperationType::MUL: |
| 37 | case V1_0::OperationType::RELU: |
| 38 | case V1_0::OperationType::RELU1: |
| 39 | case V1_0::OperationType::RELU6: |
| 40 | case V1_0::OperationType::RESHAPE: |
| 41 | case V1_0::OperationType::RESIZE_BILINEAR: |
| 42 | case V1_0::OperationType::RNN: |
| 43 | case V1_0::OperationType::SOFTMAX: |
| 44 | case V1_0::OperationType::SPACE_TO_DEPTH: |
| 45 | case V1_0::OperationType::SVDF: |
| 46 | case V1_0::OperationType::TANH: |
| 47 | case V1_0::OperationType::OEM_OPERATION: |
| 48 | return true; |
| 49 | default: |
| 50 | return false; |
| 51 | } |
| 52 | } |
| 53 | |
| 54 | bool HandledByV1_1(V1_2::OperationType operationType) |
| 55 | { |
| 56 | if (HandledByV1_0(operationType)) |
| 57 | { |
| 58 | return true; |
| 59 | } |
| 60 | switch (static_cast<V1_1::OperationType>(operationType)) |
| 61 | { |
| 62 | case V1_1::OperationType::BATCH_TO_SPACE_ND: |
| 63 | case V1_1::OperationType::DIV: |
| 64 | case V1_1::OperationType::MEAN: |
| 65 | case V1_1::OperationType::PAD: |
| 66 | case V1_1::OperationType::SPACE_TO_BATCH_ND: |
| 67 | case V1_1::OperationType::SQUEEZE: |
| 68 | case V1_1::OperationType::STRIDED_SLICE: |
| 69 | case V1_1::OperationType::SUB: |
| 70 | case V1_1::OperationType::TRANSPOSE: |
| 71 | return true; |
| 72 | default: |
| 73 | return false; |
| 74 | } |
| 75 | } |
| 76 | |
| 77 | bool HandledByV1_0(const V1_2::Operation& operation) |
| 78 | { |
| 79 | return HandledByV1_0(operation.type); |
| 80 | } |
| 81 | |
| 82 | bool HandledByV1_1(const V1_2::Operation& operation) |
| 83 | { |
| 84 | return HandledByV1_1(operation.type); |
| 85 | } |
| 86 | |
| 87 | V1_0::OperationType CastToV1_0(V1_2::OperationType type) |
| 88 | { |
| 89 | return static_cast<V1_0::OperationType>(type); |
| 90 | } |
| 91 | |
| 92 | V1_1::OperationType CastToV1_1(V1_2::OperationType type) |
| 93 | { |
| 94 | return static_cast<V1_1::OperationType>(type); |
| 95 | } |
| 96 | |
| 97 | V1_0::Operation ConvertToV1_0(const V1_2::Operation& operation) |
| 98 | { |
| 99 | V1_0::Operation op; |
| 100 | op.type = CastToV1_0(operation.type); |
| 101 | op.inputs = operation.inputs; |
| 102 | op.outputs = operation.outputs; |
| 103 | return op; |
| 104 | } |
| 105 | |
| 106 | V1_1::Operation ConvertToV1_1(const V1_2::Operation& operation) |
| 107 | { |
| 108 | V1_1::Operation op; |
| 109 | op.type = CastToV1_1(operation.type); |
| 110 | op.inputs = operation.inputs; |
| 111 | op.outputs = operation.outputs; |
| 112 | return op; |
| 113 | } |
| 114 | |
| 115 | bool HalPolicy::ConvertOperation(const Operation& operation, const Model& model, ConversionData& data) |
| 116 | { |
| 117 | if (HandledByV1_0(operation) && compliantWithV1_0(model)) |
| 118 | { |
| 119 | hal_1_0::HalPolicy::Operation v10Operation = ConvertToV1_0(operation); |
| 120 | hal_1_0::HalPolicy::Model v10Model = convertToV1_0(model); |
| 121 | |
| 122 | return hal_1_0::HalPolicy::ConvertOperation(v10Operation, v10Model, data); |
| 123 | } |
| 124 | else if (HandledByV1_1(operation) && compliantWithV1_1(model)) |
| 125 | { |
| 126 | hal_1_1::HalPolicy::Operation v11Operation = ConvertToV1_1(operation); |
| 127 | hal_1_1::HalPolicy::Model v11Model = convertToV1_1(model); |
| 128 | |
| 129 | return hal_1_1::HalPolicy::ConvertOperation(v11Operation, v11Model, data); |
| 130 | } |
| 131 | switch (operation.type) |
| 132 | { |
| 133 | case V1_2::OperationType::CONV_2D: |
Aron Virginas-Tar | cd700e4 | 2019-06-14 14:54:52 +0100 | [diff] [blame] | 134 | return ConvertConv2d<hal_1_2::HalPolicy>(operation, model, data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 135 | case V1_2::OperationType::DEPTHWISE_CONV_2D: |
Aron Virginas-Tar | cd700e4 | 2019-06-14 14:54:52 +0100 | [diff] [blame] | 136 | return ConvertDepthwiseConv2d<hal_1_2::HalPolicy>(operation, model, data); |
Mike Kelly | b5fdf38 | 2019-06-11 16:35:25 +0100 | [diff] [blame] | 137 | default: |
| 138 | return Fail("%s: Operation type %s not supported in ArmnnDriver", |
| 139 | __func__, toString(operation.type).c_str()); |
| 140 | } |
| 141 | } |
| 142 | |
| 143 | } // namespace hal_1_2 |
| 144 | } // namespace armnn_driver |