FRNN_0D_12channels_mar6_10.h

#include <math.h> 
 #include <string.h> 
#include "./include/k2c_include.h" 
#include "./include/k2c_tensor_include.h" 

 
static struct FRNN_0D_12channels_mar6_10_static_vars 
{ 
float lstm_1_state[128]; 
} FRNN_0D_12channels_mar6_10_states; 


void FRNN_0D_12channels_mar6_10(k2c_tensor* input_1_input, k2c_tensor* dense_1_output) { 

float lstm_1_output_array[64] = {0}; 
k2c_tensor lstm_1_output = {&lstm_1_output_array[0],1,64,{64, 1, 1, 1, 1}}; 
float lstm_1_fwork[512] = {0}; 
int lstm_1_go_backwards = 0;
int lstm_1_return_sequences = 0;
float * lstm_1_state = FRNN_0D_12channels_mar6_10_states.lstm_1_state; 
float lstm_1_kernel_array[3072] = {
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-1.68921098e-01,5.00298813e-02,}; 
k2c_tensor lstm_1_kernel = {&lstm_1_kernel_array[0],2,3072,{48,64, 1, 1, 1}}; 
float lstm_1_recurrent_kernel_array[16384] = {
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-8.79559740e-02,-1.03624970e-01,4.48525138e-02,3.08899526e-02,}; 
k2c_tensor lstm_1_recurrent_kernel = {&lstm_1_recurrent_kernel_array[0],2,16384,{256, 64,  1,  1,  1}}; 
float lstm_1_bias_array[256] = {
-4.27366830e-02,-2.12139506e-02,-1.69361345e-02,3.60924117e-02,-2.65413728e-02,
5.52277938e-02,-9.89075564e-03,-8.16512257e-02,-2.68602967e-02,-2.46608946e-02,
1.80982128e-02,-2.97380127e-02,6.78566769e-02,-2.00770684e-02,-6.50479598e-03,
-7.66807646e-02,3.80292884e-03,-3.08846161e-02,-1.07036028e-02,2.45258436e-02,
-2.76236981e-03,-5.69552109e-02,-1.66783656e-03,2.74745096e-02,-1.07686363e-01,
-1.00030228e-02,-3.94577011e-02,-5.40471124e-03,-1.53641810e-03,-2.32115667e-02,
-1.74177587e-02,3.32752503e-02,-4.32428755e-02,-1.17549989e-02,-1.27753457e-02,
-1.51948407e-02,3.57966917e-03,-8.40645209e-02,-2.58360542e-02,-2.28892937e-02,
1.40081428e-03,-8.50868132e-03,-5.57857007e-02,-4.03218158e-02,-1.37234274e-02,
-3.16649750e-02,-1.06841568e-02,-8.33552331e-03,-3.83304730e-02,-5.35258325e-03,
-2.58468706e-02,-9.90360752e-02,-3.11498027e-02,1.80609152e-02,9.32294596e-03,
-1.19722476e-02,-6.51067272e-02,-3.66750807e-02,-6.20481670e-02,-2.92086061e-02,
4.06833254e-02,-6.54565319e-02,1.97620466e-02,-1.76817235e-02,9.79202092e-01,
9.81455624e-01,1.01166093e+00,9.87625241e-01,1.02461326e+00,1.00053513e+00,
1.13765681e+00,1.02090108e+00,1.04690886e+00,1.03134787e+00,9.79459167e-01,
1.01104808e+00,1.02968693e+00,1.01748157e+00,1.01739836e+00,1.02768230e+00,
9.86463666e-01,1.00622773e+00,9.55484748e-01,9.92703676e-01,1.01864076e+00,
1.00241530e+00,1.01782095e+00,9.96093631e-01,1.04209673e+00,1.04725993e+00,
1.02526546e+00,1.03133130e+00,1.07892418e+00,1.05797410e+00,1.03972030e+00,
9.98261631e-01,9.99202371e-01,1.00526321e+00,1.04445064e+00,9.89536226e-01,
1.03925812e+00,1.01728523e+00,9.99080181e-01,1.03866863e+00,1.04076099e+00,
9.85503972e-01,1.01449704e+00,1.03676569e+00,9.70719993e-01,1.02048004e+00,
1.02519584e+00,1.03652883e+00,1.00341868e+00,1.06091833e+00,1.01544094e+00,
1.05553567e+00,1.02697980e+00,1.06001818e+00,1.03523719e+00,9.84932661e-01,
1.02237523e+00,1.03015769e+00,1.00269651e+00,1.02163887e+00,1.04550898e+00,
1.02888680e+00,9.91080165e-01,1.01368165e+00,5.53639559e-03,-1.86965466e-02,
-1.12534426e-02,3.91570739e-02,1.35748303e-02,-2.40369700e-03,6.95986450e-02,
2.29201950e-02,-5.59588941e-03,2.51627043e-02,-1.33217871e-02,9.15805157e-03,
1.99556891e-02,1.76947266e-02,-1.61085576e-02,-2.04371065e-02,1.09127695e-02,
1.81020014e-02,1.01145152e-02,-1.41779333e-02,-6.32677507e-03,-2.02697124e-02,
-2.00633500e-02,2.71076374e-02,-1.10109802e-02,1.06825046e-02,1.56542845e-03,
-6.61460264e-03,1.26927383e-02,-3.75692081e-03,8.95768031e-03,-5.51769622e-02,
1.40583878e-02,3.30001651e-03,1.32903503e-02,1.48310671e-02,2.39247251e-02,
-2.30855029e-02,3.05243842e-02,3.81602463e-03,1.48722213e-02,1.03087360e-02,
-2.11018790e-02,-4.42505302e-03,-2.48132227e-03,-3.39308903e-02,-1.64782945e-02,
7.69217080e-03,3.95445749e-02,2.83266651e-03,8.81180763e-02,-8.09071586e-03,
-1.65633450e-03,2.79001798e-02,4.65153791e-02,1.81941837e-02,1.39709879e-02,
1.99290086e-02,3.33429733e-03,-9.84494202e-03,-1.01622604e-02,1.26759559e-02,
1.70470625e-02,-8.78043356e-04,-1.70591415e-03,1.13918530e-02,-4.79942653e-03,
2.10867990e-02,-2.12180521e-03,4.06246632e-02,6.86504133e-03,-6.54917350e-03,
2.04530675e-02,8.79156739e-02,-1.93533413e-02,-1.00722732e-02,7.99397007e-03,
-3.36178206e-03,-2.51266621e-02,-2.84083392e-02,1.50082604e-04,-2.11108327e-02,
-4.83145341e-02,-1.53405555e-02,6.30703522e-03,-2.56762113e-02,-2.02483423e-02,
3.21757086e-02,5.64007126e-02,2.99343411e-02,-1.85479857e-02,-7.03154970e-03,
3.81207988e-02,9.14429501e-03,7.70304576e-02,-1.83195807e-02,-3.44672389e-02,
-6.20854609e-02,-1.35570280e-02,-4.17118594e-02,-6.11966401e-02,-2.51929238e-02,
-3.13561037e-02,-2.48281211e-02,1.09454878e-01,-3.05916071e-02,-1.91286691e-02,
1.99706387e-02,-1.21993301e-02,2.02069469e-02,-2.39205151e-03,4.22625095e-02,
-1.44854595e-03,6.94009587e-02,-1.60378236e-02,3.38702425e-02,4.40548509e-02,
4.83383611e-02,-1.45725164e-04,-1.24650002e-02,-3.87218967e-02,3.23868217e-03,
1.17714715e-03,1.06362440e-01,2.29178891e-02,-2.85476726e-03,-1.49018550e-02,
-1.98996309e-02,}; 
k2c_tensor lstm_1_bias = {&lstm_1_bias_array[0],1,256,{256,  1,  1,  1,  1}}; 

 
float reshape_1_output_array[64] = {0}; 
k2c_tensor reshape_1_output = {&reshape_1_output_array[0],2,64,{ 1,64, 1, 1, 1}}; 
size_t reshape_1_newndim = 2; 
size_t reshape_1_newshp[K2C_MAX_NDIM] = { 1,-1, 1, 1, 1}; 


float dense_1_kernel_array[64] = {
-1.64841324e-01,2.36259967e-01,3.10437717e-02,-9.32443589e-02,-1.62277967e-01,
8.15175399e-02,-2.60051358e-02,-1.61789402e-01,7.78511092e-02,-3.84171754e-02,
2.64362484e-01,-2.09586918e-01,-1.12223923e-01,-1.95664898e-01,1.80239707e-01,
1.79029375e-01,-1.09656289e-01,-1.05026603e-01,-1.86664507e-01,2.36941025e-01,
-3.81145738e-02,2.15040773e-01,2.38181785e-01,6.53043464e-02,-3.00745969e-03,
-1.53675258e-01,-6.24983013e-02,-1.42803475e-01,1.02681108e-02,-4.12102044e-02,
-2.06340128e-03,9.43694711e-02,-1.86068520e-01,-2.05902055e-01,-1.99846983e-01,
-2.16443628e-01,-6.85158968e-02,3.22971374e-01,-9.04412493e-02,-2.79729098e-01,
2.65457854e-02,-2.39185378e-01,8.65596458e-02,-2.62102544e-01,2.58593678e-01,
1.86987653e-01,2.01657727e-01,-6.29867315e-02,2.92929020e-02,3.41078639e-02,
-1.34757221e-01,5.48119396e-02,-1.22518493e-02,-1.19267236e-02,-1.41742021e-01,
-1.92304984e-01,-2.73549885e-01,-9.77701619e-02,-9.86350626e-02,1.20511232e-02,
-3.96152884e-02,-4.51761037e-02,-1.75923944e-01,-2.47029006e-01,}; 
k2c_tensor dense_1_kernel = {&dense_1_kernel_array[0],2,64,{64, 1, 1, 1, 1}}; 
float dense_1_bias_array[1] = {
-1.79162305e-02,}; 
k2c_tensor dense_1_bias = {&dense_1_bias_array[0],1,1,{1,1,1,1,1}}; 
float dense_1_fwork[128] = {0}; 

 
k2c_lstm(&lstm_1_output,input_1_input,lstm_1_state,&lstm_1_kernel, 
	&lstm_1_recurrent_kernel,&lstm_1_bias,lstm_1_fwork, 
	lstm_1_go_backwards,lstm_1_return_sequences, 
	k2c_hard_sigmoid,k2c_tanh); 
k2c_reshape(&reshape_1_output,&lstm_1_output,reshape_1_newshp,reshape_1_newndim); 
k2c_tensor dropout_1_output; 
dropout_1_output.ndim = reshape_1_output.ndim; // copy data into output struct 
dropout_1_output.numel = reshape_1_output.numel; 
memcpy(dropout_1_output.shape,reshape_1_output.shape,K2C_MAX_NDIM*sizeof(size_t));  
dropout_1_output.array = &reshape_1_output.array[0]; // rename for clarity 
k2c_dense(dense_1_output,&dropout_1_output,&dense_1_kernel, 
	&dense_1_bias,k2c_linear,dense_1_fwork); 

 } 

void FRNN_0D_12channels_mar6_10_initialize() { 

} 

void FRNN_0D_12channels_mar6_10_terminate() { 

} 

void FRNN_0D_12channels_mar6_10_reset_states() { 

memset(&FRNN_0D_12channels_mar6_10_states,0,sizeof(FRNN_0D_12channels_mar6_10_states)); 
}