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dump model structure #304

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merged 1 commit into from
Jul 12, 2020
Merged

dump model structure #304

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1 change: 1 addition & 0 deletions configs/rec/rec_icdar15_train.yml
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Original file line number Diff line number Diff line change
Expand Up @@ -14,6 +14,7 @@ Global:
character_type: en
loss_type: ctc
distort: true
debug: false
reader_yml: ./configs/rec/rec_icdar15_reader.yml
pretrain_weights: ./pretrain_models/rec_mv3_none_bilstm_ctc/best_accuracy
checkpoints:
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3 changes: 3 additions & 0 deletions tools/program.py
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Expand Up @@ -75,6 +75,8 @@ def __getattr__(self, key):

global_config = AttrDict()

default_config = {'Global': {'debug': False, }}


def load_config(file_path):
"""
Expand All @@ -85,6 +87,7 @@ def load_config(file_path):

Returns: global config
"""
merge_config(default_config)
_, ext = os.path.splitext(file_path)
assert ext in ['.yml', '.yaml'], "only support yaml files for now"
merge_config(yaml.load(open(file_path), Loader=yaml.Loader))
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9 changes: 9 additions & 0 deletions tools/train.py
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Expand Up @@ -43,6 +43,7 @@ def set_paddle_flags(**kwargs):
from ppocr.data.reader_main import reader_main
from ppocr.utils.save_load import init_model
from ppocr.utils.character import CharacterOps
from paddle.fluid.contrib.model_stat import summary


def main():
Expand Down Expand Up @@ -87,6 +88,14 @@ def main():
# compile program for multi-devices
train_compile_program = program.create_multi_devices_program(
train_program, train_opt_loss_name)

# dump mode structure
if config['Global']['debug']:
if 'Attention' in config['Head'].keys():
logger.warning('Does not suport dump attention...')
else:
summary(train_program)

init_model(config, train_program, exe)

train_info_dict = {'compile_program':train_compile_program,\
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