Mlp.auto.h File Reference

#include <ae2fVK/Ann/Mlp.h>
#include <ae2fVK/Ann/Mlp.auto.h>
#include <ae2fVK/Ann/MlpSHADER.auto.h>
#include <ae2fVK/Ann/Slp.auto.h>
#include <stdlib.h>
#include <limits.h>
#include <string.h>
#include <assert.h>

Go to the source code of this file.

Macros
#define	__ae2f_MACRO_GENERATED   1
#define	ae2fVK_Ann_Mlp_auto_h
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2f_MACRO_GENERATED   1
#define	__ae2fVK_AnnMlpMk_imp(v_mk, iv_weight_opt, iv_bias_opt, iv_outstream_opt, iv_deltastream_opt, i_len_count, i_len, i_len_swap, i_prm_offset, i_extra, i_act, i_actderiv, i_lossderiv, i_learningrate, i_learningrate_bias, i_vkdev, i_vkmemprops, iv_vkalloccalls, i_vkcldeclaration, i_vkcldefinition)
	Make MLP with OpenCL compute shader.
#define	__ae2fVK_AnnMlpClean_imp(v_mlp)
#define	__ae2fVK_AnnMlpMapGoal_imp(v_map, iv_mlp, r_err, r_ptr)
#define	__ae2fVK_AnnMlpUnMapGoal_imp(v_unmap, iv_mlp)
#define	__ae2fVK_AnnMlpMapOutStream_imp(v_map, iv_mlp, r_err, r_ptr)
#define	__ae2fVK_AnnMlpUnMapOutStream_imp(v_unmap, iv_mlp)
#define	__ae2fVK_AnnMlpMapWB_imp(v_map, iv_mlp, r_err, r_ptrweight, r_ptrbias)
#define	__ae2fVK_AnnMlpUnMapWB_imp(v_unmap, iv_mlp)
#define	__ae2f_MACRO_GENERATED   0

Macro Definition Documentation

__ae2f_MACRO_GENERATED [1/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [2/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [3/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [4/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [5/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [6/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [7/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [8/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [9/10]

#define __ae2f_MACRO_GENERATED   1

Definition at line 2 of file Mlp.auto.h.

__ae2f_MACRO_GENERATED [10/10]

#define __ae2f_MACRO_GENERATED   0

Definition at line 2 of file Mlp.auto.h.

__ae2fVK_AnnMlpClean_imp

#define __ae2fVK_AnnMlpClean_imp

(

v_mlp

)

tparam param

Definition at line 524 of file Mlp.auto.h.

__ae2fVK_AnnMlpMapGoal_imp

#define __ae2fVK_AnnMlpMapGoal_imp	(		v_map,
			iv_mlp,
			r_err,
			r_ptr )

Value:

{ \
    __ae2fVK_AnnSlpMapRangedGeneric_imp( \
            ae2f_float_t \
            , v_map \
            , iv_mlp \
            , r_err \
            , r_ptr \
            , __ae2fVK_AnnMlpGoalOff((iv_mlp).m_mlp.m_depth, (iv_mlp).m_mlp.m_outc) \
            , __ae2fVK_AnnMlpGoalSz((iv_mlp).m_map.m_depth, (iv_mlp).m_mlp.m_outc)  \
            ); \
}

tparam param

Definition at line 604 of file Mlp.auto.h.

__ae2fVK_AnnMlpMapOutStream_imp

#define __ae2fVK_AnnMlpMapOutStream_imp	(		v_map,
			iv_mlp,
			r_err,
			r_ptr )

Value:

{ \
    __ae2fVK_AnnSlpMapRangedGeneric_imp( \
            ae2f_float_t \
            , v_map \
            , iv_mlp \
            , r_err \
            , r_ptr \
            , __ae2fVK_AnnMlpOutStreamOff((iv_mlp).m_mlp.m_depth, (iv_mlp).m_mlp.m_outc) \
            , __ae2fVK_AnnMlpOutStreamSz((iv_mlp).m_mlp.m_depth, (iv_mlp).m_mlp.m_outc) \
            ); \
}

tparam param

Definition at line 643 of file Mlp.auto.h.

__ae2fVK_AnnMlpMapWB_imp

#define __ae2fVK_AnnMlpMapWB_imp	(		v_map,
			iv_mlp,
			r_err,
			r_ptrweight,
			r_ptrbias )

Value:

{ \
    __ae2fVK_AnnSlpMapRangedGeneric_imp( \
            ae2f_float_t \
            , v_map \
            , iv_mlp \
            , r_err \
            , r_ptrweight \
            , sizeof(uint32_t) * (iv_mlp).m_mlp.m_depth  \
            + sizeof(ae2f_float_t) * (iv_mlp).m_mlp.m_outc * (iv_mlp).m_mlp.m_depth  \
            , sizeof(ae2f_float_t) * (iv_mlp).m_mlp.m_outc * ((iv_mlp).m_mlp.m_outc + 1) * ((iv_mlp).m_mlp.m_depth - 1) \
            ); \
    do { \
        if(r_err) { \
            assert(!"__ae2fVK_AnnSlpMapRangedGeneric_imp has failed."); \
            break; \
        } \
 \
        unless(r_ptrweight) { \
            assert(!"__ae2fVK_AnnSlpMapRangedGeneric_imp went null."); \
            break; \
        } \
 \
        r_ptrbias =  \
            (r_ptrweight) +  \
            ((iv_mlp).m_mlp.m_depth - 1) *  \
            (iv_mlp).m_mlp.m_outc * (iv_mlp).m_mlp.m_outc; \
 \
    } while(0); \
}

tparam param

Definition at line 682 of file Mlp.auto.h.

__ae2fVK_AnnMlpMk_imp

#define __ae2fVK_AnnMlpMk_imp	(		v_mk,
			iv_weight_opt,
			iv_bias_opt,
			iv_outstream_opt,
			iv_deltastream_opt,
			i_len_count,
			i_len,
			i_len_swap,
			i_prm_offset,
			i_extra,
			i_act,
			i_actderiv,
			i_lossderiv,
			i_learningrate,
			i_learningrate_bias,
			i_vkdev,
			i_vkmemprops,
			iv_vkalloccalls,
			i_vkcldeclaration,
			i_vkcldefinition )

Make MLP with OpenCL compute shader.

The shader itself is incomplete.
For using it you will need to define three macros as function.
Below is the required snippet.

#define ACT(const ae2f_float_t) -> ae2f_float_t
#define ACT_DERIV(const ae2f_float_t) -> ae2f_float_t
#define LOSS_DERIV( ae2f_float_t* retval const ae2f_float_t* const out , const ae2f_float_t* const out_desired , const size_t index , const size_t length_out_goal );

Parameters

vkcldeclaration
vkcldefinition	tparam param

Definition at line 65 of file Mlp.auto.h.

__ae2fVK_AnnMlpUnMapGoal_imp

#define __ae2fVK_AnnMlpUnMapGoal_imp	(		v_unmap,
			iv_mlp )

Value:

{ \
    __ae2fVK_AnnSlpUnMapRanged_imp( \
            v_unmap \
            , iv_mlp \
            , __ae2fVK_AnnMlpGoalOff((iv_mlp).m_mlp.m_depth, (iv_mlp).m_mlp.m_outc) \
            , __ae2fVK_AnnMlpGoalSz((iv_mlp).m_map.m_depth, (iv_mlp).m_mlp.m_outc)  \
            ); \
}

tparam param

Definition at line 626 of file Mlp.auto.h.

__ae2fVK_AnnMlpUnMapOutStream_imp

#define __ae2fVK_AnnMlpUnMapOutStream_imp	(		v_unmap,
			iv_mlp )

Value:

{ \
    __ae2fVK_AnnSlpUnMapRanged_imp( \
            v_unmap \
            , iv_mlp \
            , sizeof(uint32_t) * (iv_mlp).m_mlp.m_depth \
            , sizeof(ae2f_float_t) * (iv_mlp).m_mlp.m_outc * (iv_mlp).m_mlp.m_depth \
            ); \
}

tparam param

Definition at line 665 of file Mlp.auto.h.

__ae2fVK_AnnMlpUnMapWB_imp

#define __ae2fVK_AnnMlpUnMapWB_imp	(		v_unmap,
			iv_mlp )

Value:

{ \
    __ae2fVK_AnnSlpUnMapRanged_imp( \
            v_unmap \
            , iv_mlp \
            , sizeof(uint32_t) * (iv_mlp).m_mlp.m_depth \
            + sizeof(ae2f_float_t) * (iv_mlp).m_mlp.m_outc * (iv_mlp).m_mlp.m_depth \
            , sizeof(ae2f_float_t) * (iv_mlp).m_mlp.m_outc * ((iv_mlp).m_mlp.m_outc + 1) * ((iv_mlp).m_mlp.m_depth - 1) \
            ); \
}

tparam param

Definition at line 723 of file Mlp.auto.h.

ae2fVK_Ann_Mlp_auto_h

#define ae2fVK_Ann_Mlp_auto_h

Definition at line 6 of file Mlp.auto.h.