def path_setup(out_folder="", sublevel=0, data_path="dataset/"):
#### Relative path
data_path = os_package_root_path(__file__, sublevel=sublevel, path_add=data_path)
out_path = os.getcwd() + "/" + out_folder
os.makedirs(out_path, exist_ok=True)
log(data_path, out_path)
return data_path, out_path
def get_data_file():
return os.path.join(os_package_root_path(__file__), 'dataset',
'IMDB_Dataset.txt')
def get_config_file():
return os.path.join(os_package_root_path(__file__, 1), 'config',
'model_tch', 'textcnn.json')
def get_config_file():
return os.path.join(os_package_root_path(__file__, 1), 'config',
'model_keras', 'Imagecnn.json')
log("#### Save/Load ###################################################")
save_pars = {"path": out_pars['path']}
save(model, session=session, save_pars=save_pars)
model2, session2 = load(save_pars)
log("#### Save/Load - Predict #########################################")
print(model2, session2)
ypred = predict(model2, session2, data_pars, compute_pars, out_pars)
if __name__ == '__main__':
VERBOSE = True
test_path = os.getcwd() + "/mytest/"
root_path = os_package_root_path()
### Local fixed params
# test(pars_choice="test01")
#### Local json file
test(pars_choice="json", data_path= f"dataset/json/refactor/charcnn.json")
# #### test_module(model_uri="model_xxxx/yyyy.py", param_pars=None)
# from mlmodels.models import test_module
#
# param_pars = {'choice': "json", 'config_mode': 'test', 'data_path': "model_keras/charcnn.json"}
# test_module(model_uri=MODEL_URI, param_pars=param_pars)
#
# #### get of get_params
print(metrics_val)
log("#### Plot ########################################################")
log("#### Save/Load ###################################################")
# save(model, session, save_pars=out_pars)
# model2 = load(out_pars)
# ypred = predict(model2, data_pars, compute_pars, out_pars)
# metrics_val = metrics(model2, ypred, data_pars, compute_pars, out_pars)
# print(model2)
if __name__ == "__main__":
VERBOSE = True
test_path = os.getcwd() + "/mytest/"
root_path = os_package_root_path(__file__, 0)
### Local fixed params
# test(pars_choice="test01")
### Local json file
# test(pars_choice="json", data_path=f"model_keras/namentity_crm_bilstm.json")
#### test_module(model_uri="model_xxxx/yyyy.py", param_pars=None)
from mlmodels.models import test_module
param_pars = {
"choice": "json",
"config_mode": "test",
"data_path":
f"dataset/json/refactor/namentity_crm_bilstm_dataloader.json",