#?coding:utf8
from?__future__?import?division
from?__future__?import?print_function

from?config?import?cfg
from?opts?import?parse_opts

import?os
import?torch
from?torch?import?nn
from?torch.optim?import?lr_scheduler
from?datasets?import?FaceRecognition?train_spatial_transform?\
????TemporalRandomCrop?val_spatial_transform
from?tensorboard_logger?import?Logger
from?log_utils?import?get_log_dir
from?train?import?train_epoch
from?validation?import?val_epoch
from?models?import?get_model


def?main（）:
????opt?=?parse_opts（）

????ecd_name?cls_name?=?opt.model_name.split（‘-‘）

????cfg.encoder_model?=?ecd_name
????cfg.classification_model?=?cls_name

????if?opt.debug:
????????cfg.debug?=?opt.debug
????else:
????????if?opt.tensorboard?==?‘TEST‘:
????????????cfg.tensorboard?=?opt.model_name
????????else:
????????????cfg.tensorboard?=?opt.tensorboard
????????????cfg.flag?=?opt.flag

????model?parameters?=?get_model（2）
????cfg.video_path?=?os.path.join（cfg.root_path?cfg.video_path）
????cfg.annotation_path?=?os.path.join（cfg.root_path?cfg.annotation_path）

????cfg.list_all_member（）

????torch.manual_seed（cfg.manual_seed）
????print（‘##########################################‘）
????print（‘#######?model?僅支持單GPU‘）
????print（‘##########################################‘）
????print（model）
????criterion?=?nn.CrossEntropyLoss（）
????if?cfg.cuda:
????????criterion?=?criterion.cuda（）

????print（‘##########################################‘）
????print（‘#######?train‘）
????print（‘##########################################‘）

????training_data?=?FaceRecognition（cfg
????????????????????????????????????‘/share5/public/lijianwei/faces/‘
????????????????????????????????????TemporalRandomCrop（14）
????????????????????????????????????train_spatial_transform）
????train_loader?=?torch.utils.data.DataLoader（
????????training_data
????????batch_size=cfg.batch_size
????????shuffle=True
????????num_workers=cfg.n_threads
????????drop_last=False
????????pin_memory=True）
????optimizer?=?torch.optim.SGD（
????????parameters
????????lr=cfg.lr
????????momentum=0.9
????????dampening=0.9
????????weight_decay=1e-3）
????scheduler?=?lr_scheduler.ReduceLROnPlateau（
????????optimizer?‘min‘?patience=cfg.lr_patience）
????print（‘##########################################‘）
????print（‘#######?val‘）
????print（‘##########################################‘）
????validation_data?=?FaceRecognition（cfg
??????????????????????????????????????‘/share5/public/lijianwei/faces/‘
??????????????????????????????????????TemporalRandomCrop（14）
??????????????????????????????????????val_spatial_transform
??????????????????????????????????????phase=‘val‘）
????val_loader?=?torch.utils.data.DataLoader（
????????validation_data
????????batch_size=cfg.batch_size
????????shuffle=False
????????num_workers=cfg.n_threads
????????drop_last=False
????????pin_memory=True）
????print（‘##########################################‘）
????print（‘#######?run‘）
????print（‘##########################################‘）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2018-07-07?09:02??Mo-action-recognition-master\
?????文件??????????43??2018-07-07?09:02??Mo-action-recognition-master\README.md
?????文件????????3499??2018-07-07?09:02??Mo-action-recognition-master\baseline_main.py
?????文件????????2998??2018-07-07?09:02??Mo-action-recognition-master\config.py
?????文件????????1543??2018-07-07?09:02??Mo-action-recognition-master\dataset.py
?????目錄???????????0??2018-07-07?09:02??Mo-action-recognition-master\datasets\
?????文件?????????168??2018-07-07?09:02??Mo-action-recognition-master\datasets\__init__.py
?????文件????????2968??2018-07-07?09:02??Mo-action-recognition-master\datasets\faceRecognition.py
?????文件????????6569??2018-07-07?09:02??Mo-action-recognition-master\datasets\face_transforms.py
?????文件????????7034??2018-07-07?09:02??Mo-action-recognition-master\datasets\ucf101.py
?????文件?????????282??2018-07-07?09:02??Mo-action-recognition-master\log_utils.py
?????文件????????4503??2018-07-07?09:02??Mo-action-recognition-master\main.py
?????文件????????4388??2018-07-07?09:02??Mo-action-recognition-master\main_log.py
?????文件????????2756??2018-07-07?09:02??Mo-action-recognition-master\main_test.py
?????文件?????????635??2018-07-07?09:02??Mo-action-recognition-master\mean.py
?????目錄???????????0??2018-07-07?09:02??Mo-action-recognition-master\models\
?????文件????????2125??2018-07-07?09:02??Mo-action-recognition-master\models\BasicModule.py
?????文件?????????713??2018-07-07?09:02??Mo-action-recognition-master\models\CNNencoder.py
?????文件?????????198??2018-07-07?09:02??Mo-action-recognition-master\models\__init__.py
?????文件?????????872??2018-07-07?09:02??Mo-action-recognition-master\models\attentionlayer.py
?????文件???????11502??2018-07-07?09:02??Mo-action-recognition-master\models\inceptionv4.py
?????文件????????4012??2018-07-07?09:02??Mo-action-recognition-master\models\mobilev2.py
?????文件?????????937??2018-07-07?09:02??Mo-action-recognition-master\models\models_factory.py
?????文件????????6493??2018-07-07?09:02??Mo-action-recognition-master\models\resnet.py
?????文件????????8275??2018-07-07?09:02??Mo-action-recognition-master\models\resnet3D.py
?????文件????????2344??2018-07-07?09:02??Mo-action-recognition-master\models\vedioLSTM.py
?????文件????????6265??2018-07-07?09:02??Mo-action-recognition-master\models\vgg.py
?????文件????????2194??2018-07-07?09:02??Mo-action-recognition-master\models\videoGRU.py
?????文件?????????978??2018-07-07?09:02??Mo-action-recognition-master\opts.py
?????文件????????3643??2018-07-07?09:02??Mo-action-recognition-master\rnn_main.py
?????文件?????????104??2018-07-07?09:02??Mo-action-recognition-master\run.sh
............此處省略13個文件信息