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Trainer: added --silent-start cmd option

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This commit is contained in:
Colombo 2020-04-02 13:05:04 +04:00
parent 2fe86faf01
commit 0fb912e91f
2 changed files with 59 additions and 45 deletions
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100
models/ModelBase.py
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@ -33,6 +33,7 @@ class ModelBase(object):
cpu_only=False,
debug=False,
force_model_class_name=None,
silent_start=False,
**kwargs):
self.is_training = is_training
self.saved_models_path = saved_models_path
@ -60,59 +61,64 @@ class ModelBase(object):
# sort by modified datetime
saved_models_names = sorted(saved_models_names, key=operator.itemgetter(1), reverse=True )
saved_models_names = [ x[0] for x in saved_models_names ]
if len(saved_models_names) != 0:
io.log_info ("Choose one of saved models, or enter a name to create a new model.")
io.log_info ("[r] : rename")
io.log_info ("[d] : delete")
io.log_info ("")
for i, model_name in enumerate(saved_models_names):
s = f"[{i}] : {model_name} "
if i == 0:
s += "- latest"
io.log_info (s)
if silent_start:
self.model_name = saved_models_names[0]
io.log_info(f'Silent start: choosed model "{self.model_name}"')
else:
io.log_info ("Choose one of saved models, or enter a name to create a new model.")
io.log_info ("[r] : rename")
io.log_info ("[d] : delete")
io.log_info ("")
for i, model_name in enumerate(saved_models_names):
s = f"[{i}] : {model_name} "
if i == 0:
s += "- latest"
io.log_info (s)
inp = io.input_str(f"", "0", show_default_value=False )
model_idx = -1
try:
model_idx = np.clip ( int(inp), 0, len(saved_models_names)-1 )
except:
pass
inp = io.input_str(f"", "0", show_default_value=False )
model_idx = -1
try:
model_idx = np.clip ( int(inp), 0, len(saved_models_names)-1 )
except:
pass
if model_idx == -1:
if len(inp) == 1:
is_rename = inp[0] == 'r'
is_delete = inp[0] == 'd'
if model_idx == -1:
if len(inp) == 1:
is_rename = inp[0] == 'r'
is_delete = inp[0] == 'd'
if is_rename or is_delete:
if len(saved_models_names) != 0:
if is_rename:
name = io.input_str(f"Enter the name of the model you want to rename")
elif is_delete:
name = io.input_str(f"Enter the name of the model you want to delete")
if name in saved_models_names:
if is_rename or is_delete:
if len(saved_models_names) != 0:
if is_rename:
new_model_name = io.input_str(f"Enter new name of the model")
name = io.input_str(f"Enter the name of the model you want to rename")
elif is_delete:
name = io.input_str(f"Enter the name of the model you want to delete")
for filepath in pathex.get_paths(saved_models_path):
filepath_name = filepath.name
if name in saved_models_names:
model_filename, remain_filename = filepath_name.split('_', 1)
if model_filename == name:
if is_rename:
new_model_name = io.input_str(f"Enter new name of the model")
if is_rename:
new_filepath = filepath.parent / ( new_model_name + '_' + remain_filename )
filepath.rename (new_filepath)
elif is_delete:
filepath.unlink()
continue
for filepath in pathex.get_paths(saved_models_path):
filepath_name = filepath.name
self.model_name = inp
else:
self.model_name = saved_models_names[model_idx]
model_filename, remain_filename = filepath_name.split('_', 1)
if model_filename == name:
if is_rename:
new_filepath = filepath.parent / ( new_model_name + '_' + remain_filename )
filepath.rename (new_filepath)
elif is_delete:
filepath.unlink()
continue
self.model_name = inp
else:
self.model_name = saved_models_names[model_idx]
else:
self.model_name = io.input_str(f"No saved models found. Enter a name of a new model", "new")
@ -144,9 +150,13 @@ class ModelBase(object):
if self.is_first_run():
io.log_info ("\nModel first run.")
self.device_config = nn.DeviceConfig.GPUIndexes( force_gpu_idxs or nn.ask_choose_device_idxs(suggest_best_multi_gpu=True)) \
if not cpu_only else nn.DeviceConfig.CPU()
if silent_start:
self.device_config = nn.DeviceConfig.BestGPU()
io.log_info (f"Silent start: choosed device {'CPU' if self.device_config.cpu_only else self.device_config.devices[0].name}")
else:
self.device_config = nn.DeviceConfig.GPUIndexes( force_gpu_idxs or nn.ask_choose_device_idxs(suggest_best_multi_gpu=True)) \
if not cpu_only else nn.DeviceConfig.CPU()
nn.initialize(self.device_config)