How to use the paddlehub.common.utils.from_pyobj_to_module_attr function in paddlehub
To help you get started, we’ve selected a few paddlehub examples, based on popular ways it is used in public projects.
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PaddlePaddle / PaddleHub / paddlehub / module / module.py View on Github 
param_attrs = attr.map.data['param_attrs']
param_attrs.type = module_desc_pb2.MAP
for param in self.program.global_block().iter_parameters():
param_attr = param_attrs.map.data[param.name]
paddle_helper.from_param_to_module_attr(param, param_attr)
# save Variable Info
var_infos = attr.map.data['var_infos']
var_infos.type = module_desc_pb2.MAP
for block in self.program.blocks:
for var in block.vars.values():
var_info = var_infos.map.data[var.name]
var_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(
var.stop_gradient, var_info.map.data['stop_gradient'])
utils.from_pyobj_to_module_attr(block.idx,
var_info.map.data['block_id'])
# save signarture info
for key, sign in self.signatures.items():
var = self.desc.sign2var[sign.name]
feed_desc = var.feed_desc
fetch_desc = var.fetch_desc
feed_names = sign.feed_names
fetch_names = sign.fetch_names
for index, input in enumerate(sign.inputs):
feed_var = feed_desc.add()
feed_var.var_name = self.get_var_name_with_prefix(input.name)
feed_var.alias = feed_names[index]
for index, output in enumerate(sign.outputs):
fetch_var = fetch_desc.add()fetch_var.alias = fetch_names[index]
# save default signature
utils.from_pyobj_to_module_attr(
self.default_signature.name if self.default_signature else None,
attr.map.data['default_signature'])
# save name prefix
utils.from_pyobj_to_module_attr(self.name_prefix,
self.desc.attr.map.data["name_prefix"])
# save module info
module_info = attr.map.data['module_info']
module_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,
module_info.map.data['author_email'])
utils.from_pyobj_to_module_attr(self.type, module_info.map.data['type'])
utils.from_pyobj_to_module_attr(self.summary,
module_info.map.data['summary'])
# save extra info
extra_info = attr.map.data['extra_info']
extra_info.type = module_desc_pb2.MAP
for key, value in self.extra_info.items():
utils.from_pyobj_to_module_attr(value, extra_info.map.data[key])feed_var = feed_desc.add()
feed_var.var_name = self.get_var_name_with_prefix(input.name)
feed_var.alias = feed_names[index]
for index, output in enumerate(sign.outputs):
fetch_var = fetch_desc.add()
fetch_var.var_name = self.get_var_name_with_prefix(output.name)
fetch_var.alias = fetch_names[index]
# save default signature
utils.from_pyobj_to_module_attr(
self.default_signature.name if self.default_signature else None,
attr.map.data['default_signature'])
# save name prefix
utils.from_pyobj_to_module_attr(self.name_prefix,
self.desc.attr.map.data["name_prefix"])
# save module info
module_info = attr.map.data['module_info']
module_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,
module_info.map.data['author_email'])
utils.from_pyobj_to_module_attr(self.type, module_info.map.data['type'])
utils.from_pyobj_to_module_attr(self.summary,
module_info.map.data['summary'])self.default_signature.name if self.default_signature else None,
attr.map.data['default_signature'])
# save name prefix
utils.from_pyobj_to_module_attr(self.name_prefix,
self.desc.attr.map.data["name_prefix"])
# save module info
module_info = attr.map.data['module_info']
module_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,
module_info.map.data['author_email'])
utils.from_pyobj_to_module_attr(self.type, module_info.map.data['type'])
utils.from_pyobj_to_module_attr(self.summary,
module_info.map.data['summary'])
# save extra info
extra_info = attr.map.data['extra_info']
extra_info.type = module_desc_pb2.MAP
for key, value in self.extra_info.items():
utils.from_pyobj_to_module_attr(value, extra_info.map.data[key])fetch_var.var_name = self.get_var_name_with_prefix(output.name)
fetch_var.alias = fetch_names[index]
# save default signature
utils.from_pyobj_to_module_attr(
self.default_signature.name if self.default_signature else None,
attr.map.data['default_signature'])
# save name prefix
utils.from_pyobj_to_module_attr(self.name_prefix,
self.desc.attr.map.data["name_prefix"])
# save module info
module_info = attr.map.data['module_info']
module_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,
module_info.map.data['author_email'])
utils.from_pyobj_to_module_attr(self.type, module_info.map.data['type'])
utils.from_pyobj_to_module_attr(self.summary,
module_info.map.data['summary'])
# save extra info
extra_info = attr.map.data['extra_info']
extra_info.type = module_desc_pb2.MAP
for key, value in self.extra_info.items():
utils.from_pyobj_to_module_attr(value, extra_info.map.data[key])feed_desc = var.feed_desc
fetch_desc = var.fetch_desc
feed_names = sign.feed_names
fetch_names = sign.fetch_names
for index, input in enumerate(sign.inputs):
feed_var = feed_desc.add()
feed_var.var_name = self.get_var_name_with_prefix(input.name)
feed_var.alias = feed_names[index]
for index, output in enumerate(sign.outputs):
fetch_var = fetch_desc.add()
fetch_var.var_name = self.get_var_name_with_prefix(output.name)
fetch_var.alias = fetch_names[index]
# save default signature
utils.from_pyobj_to_module_attr(
self.default_signature.name if self.default_signature else None,
attr.map.data['default_signature'])
# save name prefix
utils.from_pyobj_to_module_attr(self.name_prefix,
self.desc.attr.map.data["name_prefix"])
# save module info
module_info = attr.map.data['module_info']
module_info.type = module_desc_pb2.MAP
utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,utils.from_pyobj_to_module_attr(self.name, module_info.map.data['name'])
utils.from_pyobj_to_module_attr(self.version,
module_info.map.data['version'])
utils.from_pyobj_to_module_attr(self.author,
module_info.map.data['author'])
utils.from_pyobj_to_module_attr(self.author_email,
module_info.map.data['author_email'])
utils.from_pyobj_to_module_attr(self.type, module_info.map.data['type'])
utils.from_pyobj_to_module_attr(self.summary,
module_info.map.data['summary'])
# save extra info
extra_info = attr.map.data['extra_info']
extra_info.type = module_desc_pb2.MAP
for key, value in self.extra_info.items():
utils.from_pyobj_to_module_attr(value, extra_info.map.data[key])def from_param_to_module_attr(param, module_attr):
def paddle_obj_filter(pyobj):
return isinstance(pyobj, fluid.framework.Variable) or isinstance(
pyobj, fluid.framework.Block) or isinstance(
pyobj, fluid.framework.Program) or isinstance(
pyobj, fluid.framework.Operator)
module_attr.type = module_desc_pb2.MAP
from_pyobj_to_module_attr(param.trainable,
module_attr.map.data['trainable'])
from_pyobj_to_module_attr(param.do_model_average,
module_attr.map.data['do_model_average'])
from_pyobj_to_module_attr(param.optimize_attr,
module_attr.map.data['optimize_attr'])
from_pyobj_to_module_attr(
param.regularizer,
module_attr.map.data['regularizer'],
obj_filter=paddle_obj_filter)
from_pyobj_to_module_attr(
param.gradient_clip_attr,
module_attr.map.data['gradient_clip_attr'],
obj_filter=paddle_obj_filter)paddlehub
A toolkit for managing pretrained models of PaddlePaddle and helping user getting started with transfer learning more efficiently.
Package Health Score
54 / 100Popular paddlehub functions
- paddlehub.AdamWeightDecayStrategy
- paddlehub.commands.base_command.BaseCommand
- paddlehub.common.dir.DATA_HOME
- paddlehub.common.downloader.default_downloader.download_file_and_uncompress
- paddlehub.common.logger.logger
- paddlehub.common.logger.logger.info
- paddlehub.common.logger.logger.warning
- paddlehub.common.utils
- paddlehub.common.utils.from_module_attr_to_pyobj
- paddlehub.common.utils.from_pyobj_to_module_attr
- paddlehub.common.utils.mkdir
- paddlehub.dataset
- paddlehub.dataset.InputExample
- paddlehub.Module
- paddlehub.module_desc_pb2.FlexibleData
- paddlehub.reader
- paddlehub.reader.batching.pad_batch_data
- paddlehub.reader.tokenization
- paddlehub.reader.tokenization.convert_to_unicode
- paddlehub.RunConfig