80 lines
1.8 KiB
C
80 lines
1.8 KiB
C
#ifndef CNNMODEL_H_
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#define CNNMODEL_H_
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#include "malloc.h"
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#include <math.h>
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#include <stdio.h>
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#include <stdarg.h>
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#include <stdlib.h>
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#include <string.h>
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#include <stdint.h>
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typedef struct {
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char* name;
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char* dname;
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float* array;
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uint32_t maxlength;
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uint32_t realength;
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uint8_t channel;
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uint8_t num_kernels;
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} Model;
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#define READLENGTH (11*10)
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#define CONV1_BIAS_ARRSIZE (32)
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#define CONV1_WEIGHT_ARRSIZE (32*1*3*3) //288
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#define CONV2_BIAS_ARRSIZE (64)
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#define CONV2_WEIGHT_ARRSIZE (64*32*3*3) //18432
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#define CONV3_BIAS_ARRSIZE (128)
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#define CONV3_WEIGHT_ARRSIZE (128*64*3*3) //73728
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#define FC1_BIAS_ARRSIZE (128)
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#define FC1_WEIGHT_ARRSIZE (128*18432) //2359296
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#define FC2_BIAS_ARRSIZE (4)
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#define FC2_WEIGHT_ARRSIZE (4*128) //896
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#define DATA_ARRSIZE (1300000)
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extern Model conv1_bias;
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extern Model conv1_weight;
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extern Model conv2_bias;
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extern Model conv2_weight;
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extern Model conv3_bias;
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extern Model conv3_weight;
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extern Model fc1_bias;
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extern Model fc1_weight;
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extern Model fc2_bias;
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extern Model fc2_weight;
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extern Model data;
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float* modelmym_init(char* model_name);
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uint8_t modelmym_free(char* model_name);
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uint8_t model_write(char* model_name);
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uint8_t model_read(char* model_name, uint32_t start, uint32_t end, uint32_t gap);
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uint8_t model_switchdata(char* model_name);
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uint8_t model_info(char* model_name);
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void* model(char* model_name);
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void model_init(void);
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//conv1_bias[a*1] a:0~31
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//conv1_weight[a*9+b*9+c*3+d*1] a:0~31 b:0 c:0~2 d:0~2
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//conv2_bias[a*1] a:0~63
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//conv2_weight[a*288+b*9+c*3+d*1] a:0~63 b:0~31 c:0~2 d:0~2
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//conv3_bias[a*1] a:0~127
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//conv3_weight[a*576+b*9+c*3+d*1] a:0~127 b:0~63 c:0~2 d:0~2
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//fc1_bias[a*1] a:0~127
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//fc1_weight[a*18432+b*1] a:0~127 b:0~18431
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//fc2_bias[a*1] a:0~6
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//fc2_weight[a*128+b*1] a:0~6 b:0~127
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#endif
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