定義了模型架構需要的參數和激活函數：
// AlexNet define
#ifndef __SLQ_NET_MACRO_H__
#define __SLQ_NET_MACRO_H__
#include <cmath>
namespace slqDL {
namespace slqAlexNet{
#define EpochLoop (100)
#define AccuracyRate (0.56)
#define Alpha (0.01f)
#define LoopError (0.001f)
#define EspCNN (1e-8f)
#define poolSpace (3)
#define poolStride (2)
#define TrainImgNum (40000)
#define TestImgNum (10000)
#define inMapHigh (227)
#define inMapWidth (227)
#define inMapNum (3)
#define inMapSize (51529) // 227*227
#define inUnitNum (154587) // 227*227*3
#define c1MapHigh (55)
#define c1MapWidth (55)
#define c1MapNum (96)
#define c1MapSize (3025) // 55*55
#define c1UnitNum (290400) // 55*55*96
#define c1ConvHigh (11)
#define c1ConvWidth (11)
#define c1ConvDeep (3)
#define c1ConvStride (4)
#define c1ConvTensor (121) // 11*11
#define c1ConvSize (363) // 11*11*3
#define c1ConvNum (96)
#define c1ConvUNum (34848) // 11*11*3*96
#define s1MapHigh (31) // 27*1 + (5-1)
#define s1MapWidth (31) // 27*1 + (5-1)
#define s1MapNum (96)
#define s1MapSize (961) // 31*31
#define s1UnitNum (92256) // 31*31*96
#define c2MapHigh (27)
#define c2MapWidth (27)
#define c2MapNum (256)
#define c2MapSize (729) // 27*27
#define c2UnitNum (186624) // 27*27*256
#define c2ConvHigh (5)
#define c2ConvWidth (5)
#define c2ConvDeep (48) // 96/2
#define c2ConvStride (1)
#define c2ConvTensor (25) // 5*5
#define c2ConvSize (1200) // 5*5*48
#define c2ConvNum (256)
#define c2ConvUNum (307200) // 5*5*48*256
#define s2MapHigh (15) // 13*1 + (3-1)
#define s2MapWidth (15) // 13*1 + (3-1)
#define s2MapNum (256)
#define s2MapSize (225) // 15*15
#define s2UnitNum (57600) // 15*15*256
#define c3MapHigh (15) // 13*1 + (3-1)
#define c3MapWidth (15) // 13*1 + (3-1)
#define c3MapNum (384)
#define c3MapSize (225) // 15*15
#define c3UnitNum (86400) // 15*15*384
#define c3ConvHigh (3)
#define c3ConvWidth (3)
#define c3ConvDeep (256)
#define c3ConvStride (1)
#define c3ConvTensor (9) // 3*3
#define c3ConvSize (2304) // 3*3*256
#define c3ConvNum (384)
#define c3ConvUNum (884736) // 3*3*256*384
#define c4MapHigh (15) // 13*1 + (3-1)
#define c4MapWidth (15) // 13*1 + (3-1)
#define c4MapNum (384)
#define c4MapSize (225) // 15*15
#define c4UnitNum (86400) // 15*15*384
#define c4ConvHigh (3)
#define c4ConvWidth (3)
#define c4ConvDeep (192) // 384/2
#define c4ConvStride (1)
#define c4ConvTensor (9) // 3*3
#define c4ConvSize (1728) // 3*3*192
#define c4ConvNum (384)
#define c4ConvUNum (663552) // 3*3*192*384
#define c5MapHigh (13)
#define c5MapWidth (13)
#define c5MapNum (256)
#define c5MapSize (169) // 13*13
#define c5UnitNum (43264) // 13*13*256
#define c5ConvHigh (3)
#define c5ConvWidth (3)
#define c5ConvDeep (192) // 384/2
#define c5ConvStride (1)
#define c5ConvTensor (9) // 3*3
#define c5ConvSize (1728) // 3*3*192
#define c5ConvNum (256)
#define c5ConvUNum (442368) // 3*3*192*256
#define s5MapHigh (6)
#define s5MapWidth (6)
#define s5MapNum (256)
#define s5MapSize (36) // 6*6
#define s5UnitNum (9216) // 6*6*256
#define f1UnitNum (4096)
#define f1MapHigh (1)
#define f1MapWidth (1)
#define f1MapSize (1)
#define f1ConvHigh (5)
#define f1ConvWidth (5)
#define f1ConvDeep (256)
#define f1ConvStride (1)
#define f1ConvTensor (25) // 5*5
#define f1ConnNum (37748736) // 6*6*256*4096
#define f2UnitNum (4096)
#define f2ConnNum (16777216) // 4096*4096
#define f3UnitNum (1000)
#define f3ConnNum (4096000) // 4096*1000
//#define ACTIVATION(x) ((std::exp((x)) - std::exp(-1*(x))) / (std::exp((x)) + std::exp(-1*(x))))
//#define ACTDEVICE(x) ((1 - ((x))*((x))))
#define ACTIVATION(x) (((x) > 0 ? (x) : 0))
#define ACTDEVICE(x) (((x) > 0 ? 1 : 0))
} // end namespace slqAlexNet
} // end namespace slqDL
#endif // #ifndef __SLQ_NET_MACRO_H__