2019-04-17 10:49:11 +08:00
|
|
|
//
|
|
|
|
// VulkanConvolutionImpl.hpp
|
|
|
|
// MNN
|
|
|
|
//
|
|
|
|
// Created by MNN on 2019/01/31.
|
|
|
|
// Copyright © 2018, Alibaba Group Holding Limited
|
|
|
|
//
|
|
|
|
|
|
|
|
#ifndef VulkanConvolutionImpl_hpp
|
|
|
|
#define VulkanConvolutionImpl_hpp
|
|
|
|
#include "VulkanBasicExecution.hpp"
|
|
|
|
namespace MNN {
|
|
|
|
class VulkanConvolutionImpl {
|
|
|
|
public:
|
|
|
|
virtual ~VulkanConvolutionImpl() {
|
|
|
|
}
|
|
|
|
template <typename T>
|
|
|
|
static void MNNReorderWeight(float* reorderedWeight, const T* srcWeight, int ci, int co, int kh, int kw,
|
|
|
|
int uint = 4);
|
|
|
|
|
|
|
|
static std::shared_ptr<VulkanBuffer> createBufferForSlideWindow(const VulkanBackend* backend,
|
|
|
|
const Convolution2DCommon* convOption,
|
|
|
|
const float* weightPtr, int ci, int co);
|
|
|
|
|
- dynamic computation graph (beta)
- add supports (/express)
- add tests
- add benchmarks with it (/benchmark/exprModels)
- Python
- MNN engine and tools were submitted to pip
- available on Windows/macOS/Linux
- Engine/Converter
- add supports for each op benchmarking
- refactor optimizer by separating steps
- CPU
- add supports for Conv3D, Pool3D, ELU, ReverseSequence
- fix ArgMax, Permute, Scale, BinaryOp, Slice, SliceTf
- OpenCL
- add half transform in CPU
- add broadcast supports for binary
- optimize Conv2D, Reshape, Eltwise, Gemm, etc.
- OpenGL
- add sub, real div supports for binary
- add supports for unary
- optimize Conv2D, Reshape
- Vulkan
- add max supports for eltwise
- Metal
- fix metallib missing problem
- Train/Quantization
- use express to refactor training codes
2019-09-26 21:02:07 +08:00
|
|
|
static VulkanBasicExecution* create(VulkanBackend* backend, const Convolution2DCommon* convOption,
|
2019-04-17 10:49:11 +08:00
|
|
|
const Tensor* input, const Tensor* output, const float* weightPtr,
|
|
|
|
const float* biasPtr, int ci, int co);
|
|
|
|
};
|
|
|
|
} // namespace MNN
|
|
|
|
#endif /* VulkanConvolutionImpl_hpp */
|