def __init__(
self,
symbol,
data_names=("data", ),
label_names=("softmax_label", ),
logger=logger,
context=ctx.cpu(),
work_load_list=None,
fixed_param_names=None,
state_names=None,
config=None,
):
super(Module, self).__init__(logger=logger)
self.config = config
if isinstance(context, ctx.Context):
context = [context]
self._context = context
if work_load_list is None:
work_load_list = [1] * len(self._context)
assert len(work_load_list) == len(self._context)
self._work_load_list = work_load_list
self._symbol = symbol
data_names = list(data_names) if data_names is not None else []
label_names = list(label_names) if label_names is not None else []
state_names = list(state_names) if state_names is not None else []
fixed_param_names = list(
fixed_param_names) if fixed_param_names is not None else []
_check_input_names(symbol, data_names, "data", True)
_check_input_names(symbol, label_names, "label", False)
_check_input_names(symbol, state_names, "state", True)
_check_input_names(symbol, fixed_param_names, "fixed_param", True)
arg_names = symbol.list_arguments()
input_names = data_names + label_names + state_names
self._param_names = [x for x in arg_names if x not in input_names]
self._fixed_param_names = fixed_param_names
self._aux_names = symbol.list_auxiliary_states()
self._data_names = data_names
self._label_names = label_names
self._state_names = state_names
self._output_names = symbol.list_outputs()
self._arg_params = None
self._aux_params = None
self._params_dirty = False
self._optimizer = None
self._kvstore = None
self._update_on_kvstore = None
self._updater = None
self._preload_opt_states = None
self._grad_req = None
self._exec_group = None
self._data_shapes = None
self._label_shapes = None
def __init__(self, symbol, data_names=('data',), label_names=('softmax_label',),
logger=logging, context=ctx.cpu(), work_load_list=None,
fixed_param_names=None, state_names=None):
super(Module, self).__init__(logger=logger)
if isinstance(context, ctx.Context):
context = [context]
self._context = context
if work_load_list is None:
work_load_list = [1] * len(self._context)
assert len(work_load_list) == len(self._context)
self._work_load_list = work_load_list
self._symbol = symbol
data_names = list(data_names) if data_names is not None else []
label_names = list(label_names) if label_names is not None else []
state_names = list(state_names) if state_names is not None else []
fixed_param_names = list(fixed_param_names) if fixed_param_names is not None else []
_check_input_names(symbol, data_names, "data", True)
_check_input_names(symbol, label_names, "label", False)
_check_input_names(symbol, state_names, "state", True)
_check_input_names(symbol, fixed_param_names, "fixed_param", True)
arg_names = symbol.list_arguments()
input_names = data_names + label_names + state_names
self._param_names = [x for x in arg_names if x not in input_names]
self._fixed_param_names = fixed_param_names
self._aux_names = symbol.list_auxiliary_states()
self._data_names = data_names
self._label_names = label_names
self._state_names = state_names
self._output_names = symbol.list_outputs()
self._arg_params = None
self._aux_params = None
self._params_dirty = False
self._optimizer = None
self._kvstore = None
self._update_on_kvstore = None
self._updater = None
self._preload_opt_states = None
self._grad_req = None
self._exec_group = None
self._data_shapes = None
self._label_shapes = None
def __init__(self,
symbol,
data_names=None,
label_names=None,
logger=logging,
context=ctx.cpu(),
fixed_param=None,
excluded_param=None):
super(DetModule, self).__init__(logger=logger)
if isinstance(context, ctx.Context):
context = [context]
self._context = context
work_load_list = [1] * len(self._context)
assert len(work_load_list) == len(self._context)
self._work_load_list = work_load_list
self._group2ctxs = None
self._symbol = symbol
data_names = list(data_names) if data_names is not None else []
label_names = list(label_names) if label_names is not None else []
state_names = []
fixed_param_names = list()
if fixed_param is not None:
for name in self._symbol.list_arguments():
for fixed_partial_name in fixed_param:
if fixed_partial_name in name:
fixed_param_names.append(name)
if excluded_param is not None:
for name in fixed_param_names.copy():
for excluded_partial_name in excluded_param:
if excluded_partial_name in name:
fixed_param_names.remove(name)
logger.info("fixed parameters: {}".format(fixed_param_names))
_check_input_names(symbol, data_names, "data", True)
_check_input_names(symbol, label_names, "label", False)
_check_input_names(symbol, state_names, "state", True)
_check_input_names(symbol, fixed_param_names, "fixed_param", True)
arg_names = symbol.list_arguments()
input_names = data_names + label_names + state_names
self._param_names = [x for x in arg_names if x not in input_names]
self._fixed_param_names = fixed_param_names
self._aux_names = symbol.list_auxiliary_states()
self._data_names = data_names
self._label_names = label_names
self._state_names = state_names
self._output_names = symbol.list_outputs()
self._arg_params = None
self._aux_params = None
self._params_dirty = False
self._compression_params = None
self._optimizer = None
self._kvstore = None
self._update_on_kvstore = None
self._updater = None
self._preload_opt_states = None
self._grad_req = None
self._exec_group = None
self._data_shapes = None
self._label_shapes = None