# In[2]: CACHED = False CONTINUE = True N_STATES = 96 N_EPOCHS = 50 BATCH_SIZE = 32 MAX_VOCAB_SIZE = -1 MAX_SEQUENCE_SIZE = -1 LAYERS_TO_CHECK = [0] import scores METRIC = scores.Correlation() SAMPLES_VERIFY = 8 TEST_RATIO = .1 MODEL_NAME = '3_layers_96_cells' # In[3]: import datetime import os FOLDER_OUT = MODEL_NAME + '-' + str(datetime.datetime.today())[:16] FOLDER_OUT = FOLDER_OUT.replace(' ', '_') if not os.path.exists(FOLDER_OUT): os.makedirs(FOLDER_OUT)
CACHED = True CONTINUE = True N_STATES = 256 N_EPOCHS = 50 BATCH_SIZE = 32 MAX_VOCAB_SIZE = -1 MAX_SEQUENCE_SIZE = -1 LAYERS_TO_CHECK = [0] import scores METRIC = scores.Correlation() SAMPLES_VERIFY = 8 TEST_RATIO = .1 MODEL_NAME = 'thibz_layers_1_hidden_units_256_dropout_0.5' # In[3]: import datetime import os FOLDER_OUT = MODEL_NAME + '-' + str(datetime.datetime.today())[:16] FOLDER_OUT = FOLDER_OUT.replace(' ','_')