mirror of https://github.com/alibaba/MNN.git
94 lines
3.5 KiB
C++
94 lines
3.5 KiB
C++
//
|
|
// VulkanUnary.cpp
|
|
// MNN
|
|
//
|
|
// Created by MNN on 2019/01/31.
|
|
// Copyright © 2018, Alibaba Group Holding Limited
|
|
//
|
|
|
|
#include "VulkanUnary.hpp"
|
|
#include "Macro.h"
|
|
#include "TensorUtils.hpp"
|
|
|
|
namespace MNN {
|
|
|
|
struct Param {
|
|
int len;
|
|
};
|
|
|
|
VulkanUnary::VulkanUnary(const Op* op, Backend* bn) : VulkanBasicExecution(bn), mOp(op) {
|
|
auto vkbackend = static_cast<VulkanBackend*>(bn);
|
|
mParam = std::make_shared<VulkanBuffer>(vkbackend->getMemoryPool(), false, sizeof(Param), nullptr,
|
|
VK_BUFFER_USAGE_UNIFORM_BUFFER_BIT);
|
|
}
|
|
|
|
VulkanUnary::~VulkanUnary() {
|
|
}
|
|
|
|
ErrorCode VulkanUnary::onEncode(const std::vector<Tensor*>& inputs, const std::vector<Tensor*>& outputs,
|
|
const VulkanCommandPool::Buffer* cmdBuffer) {
|
|
MNN_ASSERT(MNN_DATA_FORMAT_NHWC == TensorUtils::getDescribe(inputs[0])->dimensionFormat);
|
|
MNN_ASSERT(inputs[0]->buffer().type.code == halide_type_float && inputs[0]->buffer().type.bits == 32);
|
|
// get pipeline
|
|
std::vector<VkDescriptorType> types{
|
|
VK_DESCRIPTOR_TYPE_STORAGE_BUFFER,
|
|
VK_DESCRIPTOR_TYPE_STORAGE_BUFFER,
|
|
VK_DESCRIPTOR_TYPE_UNIFORM_BUFFER,
|
|
};
|
|
auto vkbackend = static_cast<VulkanBackend*>(backend());
|
|
if (mOp->type() == OpType_TanH) {
|
|
mUnaryPipeline = vkbackend->getPipeline("glsl_tanh_comp", /*glsl_tanh_comp, glsl_tanh_comp_len,*/ types);
|
|
} else {
|
|
// unary op
|
|
auto unaryType = mOp->main_as_UnaryOp()->opType();
|
|
switch (unaryType) {
|
|
case UnaryOpOperation_RSQRT:
|
|
mUnaryPipeline =
|
|
vkbackend->getPipeline("glsl_rsqrt_comp", /*glsl_rsqrt_comp, glsl_rsqrt_comp_len,*/ types);
|
|
break;
|
|
case UnaryOpOperation_ABS:
|
|
mUnaryPipeline = vkbackend->getPipeline("glsl_abs_comp", /*glsl_abs_comp, glsl_abs_comp_len,*/ types);
|
|
break;
|
|
case UnaryOpOperation_EXP:
|
|
mUnaryPipeline = vkbackend->getPipeline("glsl_exp_comp", /*glsl_exp_comp, glsl_exp_comp_len,*/ types);
|
|
break;
|
|
case UnaryOpOperation_SQRT:
|
|
mUnaryPipeline =
|
|
vkbackend->getPipeline("glsl_sqrt_comp", /*glsl_sqrt_comp, glsl_sqrt_comp_len,*/ types);
|
|
break;
|
|
default:
|
|
break;
|
|
}
|
|
}
|
|
|
|
// set param
|
|
auto paramPtr = reinterpret_cast<Param*>(mParam->map());
|
|
paramPtr->len = inputs[0]->elementSize();
|
|
mParam->unmap();
|
|
|
|
mDesSet.reset(mUnaryPipeline->createSet());
|
|
mDesSet->writeBuffer(reinterpret_cast<VkBuffer>(outputs[0]->deviceId()), 0, outputs[0]->size());
|
|
mDesSet->writeBuffer(reinterpret_cast<VkBuffer>(inputs[0]->deviceId()), 1, inputs[0]->size());
|
|
mDesSet->writeBuffer(mParam->buffer(), 2, mParam->size());
|
|
mUnaryPipeline->bind(cmdBuffer->get(), mDesSet->get());
|
|
cmdBuffer->barrierSource(reinterpret_cast<VkBuffer>(inputs[0]->deviceId()), 0, inputs[0]->size());
|
|
vkCmdDispatch(cmdBuffer->get(), UP_DIV(inputs[0]->elementSize(), 16), 1, 1);
|
|
|
|
return NO_ERROR;
|
|
}
|
|
|
|
class VulkanUnaryCreator : public VulkanBackend::Creator {
|
|
public:
|
|
virtual Execution* onCreate(const std::vector<Tensor*>& inputs, const MNN::Op* op, Backend* bn) const override {
|
|
return new VulkanUnary(op, bn);
|
|
}
|
|
};
|
|
|
|
static bool gResistor = []() {
|
|
VulkanBackend::addCreator(OpType_UnaryOp, new VulkanUnaryCreator);
|
|
VulkanBackend::addCreator(OpType_TanH, new VulkanUnaryCreator);
|
|
return true;
|
|
}();
|
|
|
|
} // namespace MNN
|