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86 lines
3.0 KiB
86 lines
3.0 KiB
/*
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* Copyright (C) 2021 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#define LOG_TAG "SampleDriverFloatFast"
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#include <android-base/logging.h>
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#include <android/binder_auto_utils.h>
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#include <hidl/LegacySupport.h>
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#include <nnapi/hal/aidl/Conversions.h>
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#include <memory>
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#include <thread>
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#include <vector>
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#include "AidlHalUtils.h"
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#include "SampleDriverPartial.h"
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namespace android {
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namespace nn {
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namespace sample_driver {
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class SampleDriverFloatFast : public SampleDriverPartial {
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public:
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SampleDriverFloatFast() : SampleDriverPartial("nnapi-sample_float_fast") {}
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ndk::ScopedAStatus getCapabilities(aidl_hal::Capabilities* capabilities) override;
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private:
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std::vector<bool> getSupportedOperationsImpl(const Model& model) const override;
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};
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ndk::ScopedAStatus SampleDriverFloatFast::getCapabilities(aidl_hal::Capabilities* capabilities) {
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android::nn::initVLogMask();
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VLOG(DRIVER) << "getCapabilities()";
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*capabilities = {
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.relaxedFloat32toFloat16PerformanceScalar = {.execTime = 0.7f, .powerUsage = 1.1f},
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.relaxedFloat32toFloat16PerformanceTensor = {.execTime = 0.7f, .powerUsage = 1.1f},
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.operandPerformance = nonExtensionOperandPerformance({1.0f, 1.0f}),
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.ifPerformance = {.execTime = 1.0f, .powerUsage = 1.0f},
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.whilePerformance = {.execTime = 1.0f, .powerUsage = 1.0f}};
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update(&capabilities->operandPerformance, aidl_hal::OperandType::TENSOR_FLOAT32,
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{.execTime = 0.8f, .powerUsage = 1.2f});
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update(&capabilities->operandPerformance, aidl_hal::OperandType::FLOAT32,
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{.execTime = 0.8f, .powerUsage = 1.2f});
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return ndk::ScopedAStatus::ok();
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}
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std::vector<bool> SampleDriverFloatFast::getSupportedOperationsImpl(const Model& model) const {
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const size_t count = model.main.operations.size();
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std::vector<bool> supported(count);
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for (size_t i = 0; i < count; i++) {
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const Operation& operation = model.main.operations[i];
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if (!isExtensionOperationType(operation.type) && operation.inputs.size() > 0) {
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const Operand& firstOperand = model.main.operands[operation.inputs[0]];
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supported[i] = firstOperand.type == OperandType::TENSOR_FLOAT32;
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}
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}
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return supported;
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}
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} // namespace sample_driver
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} // namespace nn
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} // namespace android
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using android::nn::sample_driver::SampleDriverFloatFast;
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int main() {
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std::shared_ptr<SampleDriverFloatFast> driver =
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ndk::SharedRefBase::make<SampleDriverFloatFast>();
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return driver->run();
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}
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