Adding instructions on training.

Author: GregorR

TRAINING

@@ -0,0 +1,11 @@
+(1) cd src ; ./compile.sh
+
+(2) ./denoise_training signal.raw noise.raw count > training.f32
+
+    (note the matrix size and replace 500000 87 below)
+
+(3) cd training ; ./bin2hdf5.py ../src/training.f32 500000 87 training.h5
+
+(4) ./rnn_train.py
+
+(5) ./dump_rnn.py weights.hdf5 ../src/rnn_data.c ../src/rnn_data.h

training/rnn_train.py

@@ -82,7 +82,7 @@ def get_config(self):
 batch_size = 32
 
 print('Loading data...')
-with h5py.File('denoise_data9.h5', 'r') as hf:
+with h5py.File('training.h5', 'r') as hf:
     all_data = hf['data'][:]
 print('done.')
 
@@ -113,4 +113,4 @@ def get_config(self):
           batch_size=batch_size,
           epochs=120,
           validation_split=0.1)
-model.save("newweights9i.hdf5")
+model.save("weights.hdf5")