telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | #pragma once |
| 6 | |
| 7 | namespace armnn |
| 8 | { |
| 9 | namespace |
| 10 | { |
| 11 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 12 | // Make a workload of the specified WorkloadType. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 13 | template<typename WorkloadType> |
| 14 | struct MakeWorkloadForType |
| 15 | { |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 16 | template<typename QueueDescriptorType, typename... Args> |
| 17 | static std::unique_ptr<WorkloadType> Func(const QueueDescriptorType& descriptor, |
| 18 | const WorkloadInfo& info, |
| 19 | Args&&... args) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | { |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 21 | return std::make_unique<WorkloadType>(descriptor, info, std::forward<Args>(args)...); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | } |
| 23 | }; |
| 24 | |
| 25 | // Specialization for void workload type used for unsupported workloads. |
| 26 | template<> |
| 27 | struct MakeWorkloadForType<NullWorkload> |
| 28 | { |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 29 | template<typename QueueDescriptorType, typename... Args> |
| 30 | static std::unique_ptr<NullWorkload> Func(const QueueDescriptorType& descriptor, |
| 31 | const WorkloadInfo& info, |
| 32 | Args&&... args) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 33 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 34 | IgnoreUnused(descriptor); |
| 35 | IgnoreUnused(info); |
| 36 | IgnoreUnused(args...); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 37 | return nullptr; |
| 38 | } |
| 39 | }; |
| 40 | |
| 41 | // Makes a workload for one the specified types based on the data type requirements of the tensorinfo. |
| 42 | // Specify type void as the WorkloadType for unsupported DataType/WorkloadType combos. |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 43 | template <typename Float16Workload, typename Float32Workload, typename Uint8Workload, typename Int32Workload, |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 44 | typename BooleanWorkload, typename Int8Workload, typename QueueDescriptorType, typename... Args> |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 45 | std::unique_ptr<IWorkload> MakeWorkloadHelper(const QueueDescriptorType& descriptor, |
| 46 | const WorkloadInfo& info, |
| 47 | Args&&... args) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 48 | { |
| 49 | const DataType dataType = !info.m_InputTensorInfos.empty() ? |
| 50 | info.m_InputTensorInfos[0].GetDataType() |
| 51 | : info.m_OutputTensorInfos[0].GetDataType(); |
| 52 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 53 | switch (dataType) |
| 54 | { |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 55 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 56 | case DataType::Float16: |
| 57 | return MakeWorkloadForType<Float16Workload>::Func(descriptor, info, std::forward<Args>(args)...); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 58 | case DataType::Float32: |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 59 | return MakeWorkloadForType<Float32Workload>::Func(descriptor, info, std::forward<Args>(args)...); |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 60 | case DataType::QAsymmU8: |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 61 | return MakeWorkloadForType<Uint8Workload>::Func(descriptor, info, std::forward<Args>(args)...); |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 62 | case DataType::QSymmS8: |
Keith Davis | a856501 | 2020-02-14 12:22:40 +0000 | [diff] [blame] | 63 | case DataType::QAsymmS8: |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 64 | return MakeWorkloadForType<Int8Workload>::Func(descriptor, info, std::forward<Args>(args)...); |
narpra01 | db2b160 | 2019-01-23 15:23:11 +0000 | [diff] [blame] | 65 | case DataType::Signed32: |
| 66 | return MakeWorkloadForType<Int32Workload>::Func(descriptor, info, std::forward<Args>(args)...); |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 67 | case DataType::Boolean: |
| 68 | return MakeWorkloadForType<BooleanWorkload>::Func(descriptor, info, std::forward<Args>(args)...); |
Narumol Prangnawarat | 44179c3 | 2020-03-11 14:51:27 +0000 | [diff] [blame] | 69 | case DataType::BFloat16: |
Derek Lamberti | f90c56d | 2020-01-10 17:14:08 +0000 | [diff] [blame] | 70 | case DataType::QSymmS16: |
Narumol Prangnawarat | f9ac3fd | 2019-07-03 14:55:57 +0100 | [diff] [blame] | 71 | return nullptr; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 72 | default: |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 73 | ARMNN_ASSERT_MSG(false, "Unknown DataType."); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 74 | return nullptr; |
| 75 | } |
| 76 | } |
| 77 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 78 | // Makes a workload for one the specified types based on the data type requirements of the tensorinfo. |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 79 | // Calling this method is the equivalent of calling the five typed MakeWorkload method with <FloatWorkload, |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 80 | // FloatWorkload, Uint8Workload, NullWorkload, NullWorkload, NullWorkload>. |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 81 | // Specify type void as the WorkloadType for unsupported DataType/WorkloadType combos. |
| 82 | template <typename FloatWorkload, typename Uint8Workload, typename QueueDescriptorType, typename... Args> |
Aron Virginas-Tar | a8e06ed | 2018-10-19 16:46:15 +0100 | [diff] [blame] | 83 | std::unique_ptr<IWorkload> MakeWorkloadHelper(const QueueDescriptorType& descriptor, |
| 84 | const WorkloadInfo& info, |
| 85 | Args&&... args) |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 86 | { |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 87 | return MakeWorkloadHelper<FloatWorkload, FloatWorkload, Uint8Workload, NullWorkload, NullWorkload, NullWorkload>( |
kevmay01 | 2b4d88e | 2019-01-24 14:05:09 +0000 | [diff] [blame] | 88 | descriptor, |
| 89 | info, |
| 90 | std::forward<Args>(args)...); |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 91 | } |
| 92 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 93 | } //namespace |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 94 | } //namespace armnn |