Retrain with more and normalized data

include/fastgrnn_fc_params.h

@@ -7,34 +7,34 @@
 // clang-format off
 
 const float FC_W[6][32] = {
-   {-1.01876640e+00,  8.82426918e-01,  7.97044218e-01,  5.27679920e-01, -1.14344847e+00, -1.31566274e+00,  7.15613186e-01, -1.28947929e-01,
-     5.01945210e+00,  4.21062201e-01,  9.31112170e-01,  6.79761589e-01,  1.15256655e+00,  1.28910160e+00,  5.57762802e-01,  7.81024277e-01,
-     7.21558690e-01,  2.67299294e-01,  1.02604985e+00,  4.28639591e-01,  7.90530443e-01, -1.31585836e+00,  1.16346478e+00, -9.85148013e-01,
-    -5.66399932e-01, -1.04637861e+00,  6.02218091e-01, -1.48391590e-01,  6.42307472e+00, -2.52311174e-02, -1.23022032e+00, -1.55368531e+00},
-   {-1.25427425e+00, -1.66530430e+00, -5.43561459e-01, -1.35160112e+00, -1.32696712e+00,  1.77822375e+00,  1.31966674e+00,  4.21014801e-02,
-    -6.46677136e-01, -9.56940591e-01,  6.45243049e-01,  8.43990445e-01, -1.94800973e+00, -5.43887496e-01,  1.15205801e+00, -5.93377411e-01,
-    -1.48179853e+00, -3.78203303e-01, -1.34070599e+00, -3.09097469e-01,  7.85409570e-01,  2.44408321e+00,  5.59893429e-01, -1.81799638e+00,
-     3.29088140e+00,  2.63714409e+00, -9.56666529e-01,  3.33350301e-02, -5.59695482e-01, -7.39123970e-02,  2.12939501e+00,  2.30068731e+00},
-   { 5.78333974e-01,  3.16753238e-02, -2.39198279e+00, -1.01460624e+00,  1.75333631e+00, -3.83902240e+00,  1.07053173e+00,  3.54576856e-02,
-    -5.51588833e-01, -1.21621287e+00,  9.05550957e-01,  5.19581795e-01,  1.72610462e+00, -4.02662605e-01,  4.07919466e-01, -1.53603661e+00,
-    -1.49774957e+00, -1.35032147e-01, -1.41260982e+00, -2.42641911e-01, -1.31413519e+00,  2.68658662e+00,  7.31695116e-01, -1.75883973e+00,
-     2.95835304e+00, -1.21206427e+00,  1.98149955e+00,  4.75245975e-02, -7.29115069e-01, -6.62436113e-02,  2.49015093e+00, -1.92826092e+00},
-   { 7.42799640e-01,  1.21900928e+00,  1.51864123e+00,  1.31053436e+00,  1.31531549e+00,  1.68824041e+00,  5.76339722e-01,  2.51926817e-02,
-    -4.95115489e-01, -6.43838763e-01, -2.00257039e+00, -2.95299363e+00,  1.53174365e+00, -8.94445240e-01, -1.49706408e-01, -2.40024224e-01,
-     9.30686176e-01, -1.90558285e-01, -1.29019797e+00, -1.00127332e-01,  1.86089373e+00,  1.57411122e+00,  1.26331913e+00,  2.34774494e+00,
-    -1.98311925e+00,  5.11944711e-01, -1.34446871e+00, -2.61959195e-01, -7.14899778e-01, -1.91109642e-01, -2.35936832e+00,  1.17363012e+00},
-   { 8.84727657e-01, -1.00527132e+00,  1.64455259e+00,  1.38610256e+00, -1.46349773e-01,  1.48515928e+00, -2.14640713e+00, -1.98136374e-01,
-    -7.12713659e-01,  7.96206534e-01,  7.62133718e-01,  4.91376817e-01, -1.62145495e+00, -1.72134507e+00,  1.14214802e+00, -7.84285247e-01,
-    -3.27581763e-01,  1.33891270e-01,  1.14514685e+00,  7.21121430e-02, -1.11065495e+00, -1.69165683e+00, -3.60303140e+00,  2.91850901e+00,
-    -8.93901229e-01, -8.98680091e-01, -1.14152527e+00,  1.32426441e-01, -6.85515046e-01,  4.06753570e-01,  2.48427248e+00, -4.25367117e-01},
-   { 6.61175549e-01,  3.94189298e-01, -1.60646665e+00, -1.21165514e+00,  7.31573343e-01,  1.17580032e+00, -2.07723832e+00,  8.87461379e-02,
-    -6.39063239e-01,  1.07070529e+00, -1.67370975e+00, -7.20046163e-02, -1.53324711e+00,  4.37054038e-01, -4.01756191e+00,  7.70933032e-01,
-     2.03344727e+00,  2.64906324e-02,  1.31983054e+00, -6.47743046e-01, -2.05142808e+00, -1.10451698e+00,  9.87885237e-01,  2.17547631e+00,
-    -8.95749867e-01,  2.24909973e+00,  1.51246405e+00,  6.61935136e-02, -5.84801316e-01,  4.66600321e-02, -1.84143424e+00,  2.02170253e+00},
+   { 2.20075428e-01,  4.19540405e-01,  1.27604052e-01,  3.74314308e-01,  5.56950033e-01,  5.07091403e-01,  1.90455362e-01, -2.08922520e-01,
+     2.71546721e+00,  1.74020910e+00,  5.07763505e-01,  2.13501036e-01, -6.00566030e-01, -2.33038962e-01, -5.86215816e-02,  4.92269427e-01,
+     2.08808804e+00,  2.91504174e-01, -9.41568673e-01, -3.87064159e-01, -4.81383651e-01, -6.40411437e-01,  5.63290596e-01, -4.55971360e-01,
+    -5.71559221e-02,  6.37868822e-01,  6.06390476e-01,  9.29213524e-01,  3.76115218e-02,  6.73595488e-01, -3.90059829e-01, -4.18037921e-01},
+   {-1.36310712e-01,  3.97855282e-01,  1.06168501e-01, -1.01094353e+00, -9.21948969e-01, -5.82065105e-01, -1.51510596e-01,  4.76005822e-01,
+    -4.18258160e-01, -6.69235647e-01,  5.83975434e-01, -5.61422110e-01,  9.60119665e-01,  1.08128250e-01,  1.06073582e+00, -9.74764764e-01,
+    -3.26731622e-01,  6.80982530e-01,  1.01445687e+00,  1.10170795e-02, -7.88970292e-01,  3.33887547e-01,  2.23867878e-01,  8.13439712e-02,
+    -4.67374206e-01, -2.00400487e-01,  8.33849967e-01,  7.65734792e-01, -1.91304398e+00, -6.59527898e-01, -7.56387115e-01,  1.23988426e+00},
+   { 2.74159815e-02,  3.58085066e-01,  2.01630890e-01,  4.22653139e-01, -1.22801828e+00, -7.23958850e-01, -3.79806943e-02,  7.14746952e-01,
+    -4.79710460e-01, -8.78863096e-01,  1.97018728e-01, -5.17167330e-01,  1.35985124e+00, -2.83201367e-01, -1.51948142e+00, -7.77341723e-01,
+    -3.81748736e-01,  8.74854743e-01, -6.84660673e-01, -3.47791135e-01, -8.46411347e-01,  4.74337727e-01, -2.15515304e+00, -4.62251514e-01,
+     3.56864870e-01,  1.18479800e+00, -9.52771068e-01,  5.69153965e-01,  6.17639363e-01,  6.73712611e-01,  1.37961292e+00,  1.14496267e+00},
+   {-2.55108148e-01, -9.11700606e-01,  1.02184005e-01, -8.71201336e-01,  5.32426178e-01,  7.67262399e-01, -2.50768095e-01, -2.35554874e-01,
+    -5.26839197e-01,  1.15002882e+00, -1.22110569e+00,  7.24442601e-01,  1.01007926e+00,  6.57213688e-01,  6.12716079e-01, -6.07138753e-01,
+    -2.81477243e-01,  6.39078259e-01,  6.40094936e-01,  4.53078389e-01,  1.18458104e+00,  2.81234860e-01,  4.88062531e-01, -5.46246886e-01,
+     9.59623992e-01, -5.60255229e-01,  2.22428679e-01, -7.92678118e-01,  5.20552695e-01, -5.38368464e-01,  1.19220591e+00, -1.19064116e+00},
+   { 1.92033220e-02,  4.64432865e-01, -1.07298446e+00,  3.67614031e-01,  5.01664758e-01,  7.88700521e-01,  4.56944061e-03, -7.20634833e-02,
+    -5.26616991e-01, -9.57175910e-01,  5.37966251e-01, -6.09024465e-01, -7.07741380e-01, -1.62846670e-01, -1.27069545e+00,  6.10039234e-01,
+    -3.55940133e-01, -1.46804011e+00, -7.09802687e-01,  8.03648293e-01,  1.36720562e+00,  2.34459609e-01,  5.74516356e-01,  8.84378254e-01,
+    -4.03855681e-01, -7.09354281e-01, -7.96690941e-01, -9.16347504e-01, -2.31368411e-02,  5.33264458e-01, -3.44479740e-01,  9.82225090e-02},
+   {-7.66041651e-02, -1.00174904e+00,  1.22002356e-01,  5.85281551e-01,  6.43760145e-01, -9.66128588e-01, -1.26030490e-01, -2.29844034e-01,
+    -4.20755863e-01, -5.71098268e-01, -1.03414905e+00,  8.97161067e-01, -6.60991967e-01,  7.20689774e-01,  6.50427878e-01,  1.07782447e+00,
+    -2.84590870e-01, -1.57751691e+00,  1.22777903e+00, -3.64775985e-01,  1.69351593e-01, -6.41315162e-01, -1.07481408e+00,  1.04698730e+00,
+    -7.17207432e-01, -3.68270457e-01, -6.54324114e-01, -9.79849815e-01,  7.63811707e-01, -8.65397155e-01, -2.15224579e-01, -7.55367160e-01},
 };
 
 const float FC_B[6] = 
-   { 1.35292435e+00, -4.69823301e-01, -7.47131765e-01, -6.62152648e-01, -1.54967412e-01, -7.17667997e-01};
+   { 1.11417031e+00, -1.59542128e-01, -9.18950796e-01,  8.21367949e-02, -2.83133864e-01, -7.87725568e-01};
 
 // clang-format on