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Mlp.core.h
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1#ifndef ae2fVK_Ann_Mlp_core_h
2#define ae2fVK_Ann_Mlp_core_h
3
4#include <ae2f/Ann/Mlp.h>
5
6#include "./Slp.core.h"
7
8#include <ae2f/Cast.h>
9#include <ae2f/errGlob.h>
10#include <vulkan/vulkan.h>
11
12#include <ae2f/Pack/Beg.h>
13
14ae2f_enumdef(ae2fVK_eAnnMlpDescLayouts, {
15 ae2fVK_eAnnMlpDescLayouts_ONLY,
16 ae2fVK_eAnnMlpDescLayouts_LEN
17 });
18
19ae2f_enumdef(ae2fVK_eAnnMlpPipeLayouts, {
20 ae2fVK_eAnnMlpPipeLayouts_kPredict,
21 ae2fVK_eAnnMlpPipeLayouts_kTrain,
22 ae2fVK_eAnnMlpPipeLayouts_LEN
23 });
24
25ae2f_enumdef(ae2fVK_eAnnMlpPipes, {
26 ae2fVK_eAnnMlpPipes_kPredict,
27 ae2fVK_eAnnMlpPipes_kPredictStream,
28 ae2fVK_eAnnMlpPipes_kFollow,
29 ae2fVK_eAnnMlpPipes_kTrainAuto,
30 ae2fVK_eAnnMlpPipes_LEN
31 });
32
33ae2f_enumdef(ae2fVK_eAnnMlpDescPools, {
34 ae2fVK_eAnnMlpDescPools_ONLY,
35 ae2fVK_eAnnMlpDescPools_LEN
36 });
37
38ae2f_structdef(struct, ae2fVK_AnnMlp);
39
40ae2f_structdef(struct, ae2fVK_AnnMlpMkU0Swap_t) {
41 /**
42 * @brief
43 * Maximum output count among all layers.
44 */
45 size_t m_outc;
46 /**
47 * @brief
48 * Loop counter.
49 */
50 size_t m_i;
51 /**
52 * @brief
53 * Union for pointer manipulation during creation.
54 */
55 ae2f_AnnMlpInitMkPtr_t m_mkptr;
56 /**
57 * @brief
58 * Base pointer to the created MLP.
59 */
60 ae2fVK_AnnMlp* restrict m_mkbase;
61};
62
63ae2f_structdef(union, ae2fVK_AnnMlpMkU0_t) {
64 ae2f_AnnMlpMk_t m_mk;
65 ae2fVK_AnnMlpMkU0Swap_t m_mkswap;
66 /** END OF DEFINITION */
67};
68
69ae2f_structdef(union, ae2fVK_AnnMlpMkU1_t) {
70 size_t m_i;
71 VkBufferCreateInfo m_vkbufcreatinfo;
72 VkMemoryAllocateInfo m_vkmemallocinfo;
73 VkDescriptorSetLayoutBinding m_vkdescsetlayoutbind[ae2fVK_eAnnMlpDescLayouts_LEN];
74 VkPushConstantRange m_vkpushconstrange;
77
78 const char* m_clsrc;
79 void* m_clsrc_v;
80
81 VkComputePipelineCreateInfo m_vkcomputepipecreatinfo[ae2fVK_eAnnMlpPipes_LEN];
82};
83
84ae2f_structdef(union, ae2fVK_AnnMlpMkU2_t) {
85 VkMemoryRequirements m_vkmemreqs;
86 VkDescriptorSetLayoutCreateInfo m_vkdescsetlayoutcreatinfo;
87 VkPipelineLayoutCreateInfo m_vkpipelayoutcreatinfo;
88 VkDeviceSize m_i;
89 VkShaderModuleCreateInfo m_vkshadermodcreatinfo;
90};
91
92ae2f_structdef(union, ae2fVK_AnnMlpMkU3_t) {
93 size_t m_vkmemtypeidx;
94 ae2f_float_t* m_mapped;
95
96 char* m_cllog;
97};
98
99ae2f_structdef(struct, ae2fVK_AnnMlpMkU4_t) {
100 ClspvError m_clspverror;
101};
102
103ae2f_structdef(struct, ae2fVK_AnnMlpMkRet_t) {
104 ae2f_err_t m_err;
105};
106ae2f_structdef(struct, ae2fVK_AnnMlpMk_t) {
107 ae2fVK_AnnMlpMkRet_t m_ret;
108 ae2fVK_AnnMlpMkU0_t m_U0;
109 ae2fVK_AnnMlpMkU1_t m_U1;
110 ae2fVK_AnnMlpMkU2_t m_U2;
111 ae2fVK_AnnMlpMkU3_t m_U3;
112 ae2fVK_AnnMlpMkU4_t m_U4;
113};
114
115#include <ae2f/Pack/End.h>
116
119typedef ae2fVK_AnnSlpDescPoolCmdMk_t ae2fVK_AnnMlpDescPoolCmdMk_t;
120
121
122#define __ae2fVK_AnnMlpMdlSz(i_depth, ...)
123 ((sizeof(uint32_t) * (i_depth)))
124
125#define __ae2fVK_AnnMlpMdlOff(...) 0
126
127#define __ae2fVK_AnnMlpOutStreamSz(i_depth, i_outc)
128 ((sizeof(ae2f_float_t)) * (i_depth) * (i_outc)) /** outstream */
129
130#define __ae2fVK_AnnMlpOutStreamOff(i_depth, i_outc)
131 (__ae2fVK_AnnMlpMdlOff(i_depth, i_outc) + __ae2fVK_AnnMlpMdlSz(i_depth, i_outc))
132
133#define __ae2fVK_AnnMlpWeightSz(i_depth, i_outc)
134 ((sizeof(ae2f_float_t)) * ((i_depth) - 1) * (i_outc) * (i_outc)) /** weight */
135
136#define __ae2fVK_AnnMlpWeightOff(i_depth, i_outc)
137 (__ae2fVK_AnnMlpOutStreamOff(i_depth, i_outc) + __ae2fVK_AnnMlpOutStreamSz(i_depth, i_outc))
138
139#define __ae2fVK_AnnMlpBiasSz(i_depth, i_outc)
140 (sizeof(ae2f_float_t)) * ((i_depth) - 1) * (i_outc) /** bias */
141
142#define __ae2fVK_AnnMlpBiasOff(i_depth, i_outc)
143 (__ae2fVK_AnnMlpWeightOff(i_depth, i_outc) + __ae2fVK_AnnMlpWeightSz(i_depth, i_outc))
144
145#define __ae2fVK_AnnMlpDeltaStreamSz(i_depth, i_outc)
146 (((sizeof(ae2f_float_t)) * ((i_depth) - 1) * (i_outc))) /** deltastream */
147
148#define __ae2fVK_AnnMlpDeltaStreamOff(i_depth, i_outc)
149 (__ae2fVK_AnnMlpBiasSz(i_depth, i_outc) + __ae2fVK_AnnMlpBiasOff(i_depth, i_outc))
150
151#define __ae2fVK_AnnMlpGoalSz(i_depth, i_outc)
152 (sizeof(ae2f_float_t)) * (i_outc) /** goal */
153
154#define __ae2fVK_AnnMlpGoalOff(i_depth, i_outc)
155 (__ae2fVK_AnnMlpDeltaStreamSz(i_depth, i_outc) + __ae2fVK_AnnMlpDeltaStreamOff(i_depth, i_outc))
156
157#define __ae2fVK_AnnMlpGlobMemSz(i_depth, i_outc)
158 (__ae2fVK_AnnMlpGoalOff(i_depth, i_outc) + __ae2fVK_AnnMlpGoalSz(i_depth, i_outc))
159
160
161#define __ae2fVK_AnnMlpDescPoolMk_imp __ae2fVK_AnnSlpDescPoolMk_imp
162#define __ae2fVK_AnnMlpDescPoolClean_imp __ae2fVK_AnnSlpDescPoolClean_imp
163
164#define __ae2fVK_AnnMlpDescPoolCmdMk_imp __ae2fVK_AnnSlpDescPoolCmdMk_imp
165#define __ae2fVK_AnnMlpDescPoolCmdClean_imp __ae2fVK_AnnSlpDescPoolCmdClean_imp
166
167#define __ae2fVK_AnnMlpMapRangedGeneric_imp __ae2fVK_AnnSlpMapRangedGeneric_imp
168#define __ae2fVK_AnnMlpUnMapRanged_imp __ae2fVK_AnnSlpUnMapRanged_imp
169
170#endif
void ae2f_AnnAct_t(ae2f_float_t *ret, ae2f_float_t x)
Customisable activasion function type.
Definition Act.h:19
void ae2f_AnnLoss_t(ae2f_float_t *ret, const ae2f_float_t *out, const ae2f_float_t *goal, size_t index, size_t count)
Specify the way of calculating loss.
Definition Act.h:29
#define ae2f_enumdef(name,...)
Definition Cast.h:111
#define ae2f_structdef(key, name)
Definition Cast.h:110
#define ae2f_const_cast(t, v)
Definition Cast.h:57
#define ae2f_static_cast(t, v)
Definition Cast.h:42
#define ae2f_reinterpret_cast(t, v)
Definition Cast.h:52
#define unless(...)
Invokes when condition is false.
Definition Cast.h:103
ae2f_float ae2f_float_t
Definition Float.h:38
#define ae2f_opt
Definition Guide.h:26
#define __ae2fVK_AnnMlpBiasOff(i_depth, i_outc)
Definition Mlp.core.h:142
#define __ae2fVK_AnnMlpUnMapRanged_imp
Definition Mlp.core.h:168
ae2fVK_AnnSlpUnMap_t ae2fVK_AnnMlpUnMap_t
Definition Mlp.core.h:117
#define __ae2fVK_AnnMlpDeltaStreamSz(i_depth, i_outc)
Definition Mlp.core.h:145
#define __ae2fVK_AnnMlpMapRangedGeneric_imp
Definition Mlp.core.h:167
#define __ae2fVK_AnnMlpGoalSz(i_depth, i_outc)
Definition Mlp.core.h:151
VkMappedMemoryRange ae2fVK_AnnMlpMapRangedGeneric_t
Definition Mlp.core.h:118
#define __ae2fVK_AnnMlpMdlOff(...)
Definition Mlp.core.h:125
#define __ae2fVK_AnnMlpOutStreamSz(i_depth, i_outc)
Definition Mlp.core.h:127
#define __ae2fVK_AnnMlpWeightOff(i_depth, i_outc)
Definition Mlp.core.h:136
#define __ae2fVK_AnnMlpMdlSz(i_depth,...)
Definition Mlp.core.h:122
#define __ae2fVK_AnnMlpGoalOff(i_depth, i_outc)
Definition Mlp.core.h:154
ae2fVK_AnnSlpDescPoolCmdMk_t ae2fVK_AnnMlpDescPoolCmdMk_t
Definition Mlp.core.h:119
#define __ae2fVK_AnnMlpOutStreamOff(i_depth, i_outc)
Definition Mlp.core.h:130
#define __ae2fVK_AnnMlpWeightSz(i_depth, i_outc)
Definition Mlp.core.h:133
#define __ae2fVK_AnnMlpBiasSz(i_depth, i_outc)
Definition Mlp.core.h:139
#define __ae2fVK_AnnMlpGlobMemSz(i_depth, i_outc)
Definition Mlp.core.h:157
#define __ae2fVK_AnnMlpDeltaStreamOff(i_depth, i_outc)
Definition Mlp.core.h:148
VkMappedMemoryRange ae2fVK_AnnSlpMapRangedGeneric_t
Definition Slp.core.h:152
VkMappedMemoryRange ae2fVK_AnnSlpUnMap_t
Definition Slp.core.h:152
#define ae2f_MAC_BUILD
Definition Util.h:4
#define ae2fVK_AnnMlpSHADER
#define __ae2fVK_AnnSlpDescPoolMk_imp(v_descpool, r_pool, r_reterr, iv_slp, i_vkdescpoolcreatflags, i_vkmaxdescsets)
#define __ae2fVK_AnnSlpDescPoolCmdClean_imp(iv_slp, i_pool, i_cmd)
#define __ae2fVK_AnnSlpDescPoolCmdMk_imp(COMMANDONRECORDING, v_cmdmk, r_cmd, iv_slp, i_pool, iv_err, i_desccount, i_offglob, i_szglob, i_offloc, i_szloc, i_desclayout, i_pipe, i_pipelayout, i_vkcmdbuf)
#define __ae2fVK_AnnSlpDescPoolClean_imp(i_slp, i_pool)
#define ae2f_errGlob_OK
The Operation you've wanted went successful.
Definition errGlob.h:23
#define ae2f_errGlob_ALLOC_FAILED
stdlib allocating functions (malloc, calloc, realloc) has been failed.
Definition errGlob.h:40
#define ae2f_errGlob_NFOUND
Found some errors, but not by parameters. The operation has failed.
Definition errGlob.h:50
#define ae2f_errGlob_WRONG_OPERATION
Found that parameter sent by programmer is invalid. The operation may have been ceased while the midd...
Definition errGlob.h:45
uint8_t ae2f_err_t
Informs that this number represents the error.
Definition errGlob.h:19
#define ae2f_errGlob_PTR_IS_NULL
Failed to refer the pointer either l-value inside the function.
Definition errGlob.h:32
#define ae2f_errGlob_IMP_NOT_FOUND
Failed to find the function on preprocessor which is callable for some reason No operation has beed d...
Definition errGlob.h:28
ae2fVK_AnnSlpDescPoolCmd ae2fVK_AnnMlpDescPoolCmd
Definition Mlp.h:28
ae2fVK_AnnSlpCreatDescPool_t ae2fVK_AnnMlpCreatDescPool_t
Definition Mlp.h:30
ae2fVK_AnnSlpDescPool ae2fVK_AnnMlpDescPool
Definition Mlp.h:27
#define __ae2fVK_AnnSlpMkCLSPVVerbose_imp(r_handle, ir_err, i_first, i_second, i_third)
Definition Slp.auto.h:760
#define __ae2fVK_AnnSlpMapRangedGeneric_imp(T, v_vkmapmemrange, iv_slp, r_err, r_ptr, i_off, i_sz)
Definition Slp.auto.h:834
#define __ae2fVK_AnnSlpMkLoadPipeCreat_imp(CMDONERR, r_reterr, pipecreat, pipelayout, shadermod, entrypoint, idx_pipe, idx_pipelayout)
Definition Slp.auto.h:209
#define __ae2fVK_AnnSlpMkOnePipeLayoutVerbose_imp(CMDONERR, v_vkpushconstrange, v_vkpipelayoutcreatinfo, r_reterr, iv_slpptr, idx, szrequired, vkalloccalls, vkdev)
Definition Slp.auto.h:248
#define __ae2fVK_AnnSlpUnMapRanged_imp(v_out, vi_slp, i_off, i_sz)
Definition Slp.auto.h:907
#define __ae2fVK_AnnSlpMkAllocVKMem_imp(CMDONERR, sz, r_vkres, r_vkbuf, r_vkdevmem, v_errbit, v_vkbufcreatinfo, v_memallocinfo, vkbufuseflags, vksharemode, vkdev, v_vkmemreq, vkalloccalls, v_memtypeidx, memtypeidx_invalid_minus_one, vkpropflag_req, vkphydevmemprops)
Definition Slp.auto.h:110
#define __ae2f_MACRO_GENERATED
Definition Mlp.auto.h:2
#define __ae2f_AnnMlpMk_imp(...)
Definition Mlp.auto.h:315
#define ae2f_MAC()
delta to delta
Definition mac.h:4
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const iv_bias_opt
Definition Mlp.def.cc:49
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t const VkDevice const VkPhysicalDeviceMemoryProperties ae2f_opt VkAllocationCallbacks *const iv_vkalloccalls
Definition Mlp.def.cc:71
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t const VkDevice const VkPhysicalDeviceMemoryProperties i_vkmemprops
Definition Mlp.def.cc:69
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t i_extra
Definition Mlp.def.cc:58
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t i_learningrate
Definition Mlp.def.cc:65
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const iv_outstream_opt
Definition Mlp.def.cc:50
ae2fVK_AnnMlp ae2f_err_t ae2f_float_t ae2f_float_t * r_ptrbias
Definition Mlp.def.cc:652
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const iv_deltastream_opt
Definition Mlp.def.cc:51
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t i_len_count
Definition Mlp.def.cc:53
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const i_actderiv
Definition Mlp.def.cc:61
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t i_learningrate_bias
Definition Mlp.def.cc:66
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t const VkDevice const VkPhysicalDeviceMemoryProperties ae2f_opt VkAllocationCallbacks *const ae2f_opt const char *const ae2f_opt const char *const i_vkcldefinition
Definition Mlp.def.cc:76
ae2f_opt ae2f_float_t *const iv_weight_opt
Definition Mlp.def.cc:48
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t const VkDevice i_vkdev
Definition Mlp.def.cc:68
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t i_prm_offset
Definition Mlp.def.cc:57
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const i_act
Definition Mlp.def.cc:60
ae2fVK_AnnMlp iv_mlp
Definition Mlp.def.cc:585
ae2fVK_AnnMlp ae2f_err_t ae2f_float_t * r_ptr
Definition Mlp.def.cc:589
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const ae2f_float_t ae2f_float_t const VkDevice const VkPhysicalDeviceMemoryProperties ae2f_opt VkAllocationCallbacks *const ae2f_opt const char *const i_vkcldeclaration
Definition Mlp.def.cc:73
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const i_len_swap
Definition Mlp.def.cc:55
ae2fVK_AnnMlp ae2f_err_t r_err
Definition Mlp.def.cc:586
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const i_len
Definition Mlp.def.cc:54
ae2fVK_AnnMlp ae2f_err_t ae2f_float_t * r_ptrweight
Definition Mlp.def.cc:649
ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const ae2f_opt ae2f_float_t *const const uint32_t const size_t *const ae2f_opt size_t *const ae2f_opt const size_t ae2f_opt const size_t ae2f_opt ae2f_AnnAct_t **const ae2f_opt ae2f_AnnAct_t **const ae2f_AnnLoss_t *const i_lossderiv
Definition Mlp.def.cc:63