#!/usr/bin/env?python3
import?argparse
import?logging
from?os.path?import?dirname?abspath?join?isfile

import?numpy?as?np
import?torch
from?torch.utils.data?import?DataLoader
from?tqdm?import?tqdm

import?training.optim?as?optimz
from?training.summary_utils?import?SummaryMaker
from?training?import?train_utils
from?training.datasets?import?ImageNetVID?ImageNetVID_val
from?training.labels?import?create_BCELogit_loss_label
import?training.models?as?mdl
import?training.losses?as?losses
import?training.metrics?as?met
from?training.train_utils?import?RunningAverage
from?utils.profiling?import?Timer
from?utils.exceptions?import?IncompleteArgument
import?utils.image_utils?as?imutils

device?=?torch.device（“cuda“）?if?torch.cuda.is_available（）?\
????else?torch.device（“cpu“）


def?parse_arguments（）:
????parser?=?argparse.ArgumentParser（description=“Training?script“）
????parser.add_argument（‘-m‘?‘--mode‘?default=‘train‘?choices=[‘train‘?‘eval‘]
????????????????????????help=“The?mode?of?execution?of?the?script.?Options?are?“
????????????????????????“‘train‘?to?train?a?model?and?‘eval‘?to?evaluate?a?model?“
????????????????????????“on?the?ImageNet?eval?dataset.“）
????parser.add_argument（‘-d‘?‘--data_dir‘?default=‘/home/ml2/workspace_rafael/dummy_Imagenet‘
????????????????????????help=“Full?path?to?the?directory?containing?the?dataset“）
????parser.add_argument（‘-e‘?‘--exp_name‘?default=‘default‘
????????????????????????help=“The?name?of?the?experiment?folder?that?contains?the?“
?????????????????????????????“parameters?checkpoints?and?logs.?Must?be?in?“
?????????????????????????????“training/experiments“）
????parser.add_argument（‘-r‘?‘--restore_file‘?default=None
????????????????????????help=“Optional?name?of?file?to?restore?from?（without?its“
?????????????????????????????“extension?.pth.tar）“）
????parser.add_argument（“-t“?“--timer“?action=“store_true“?dest=“timer“
????????????????????????default=False?help=“Writes?the?elapsed?time?for?some?“
????????????????????????????????????????????“sections?of?code?on?the?log“）
????parser.add_argument（“-j“?“--num_workers“?dest=“num_workers“?type=int
????????????????????????default=4?help=“The?number?of?workers?for?the?dataloaders“
????????????????????????????????????????“?i.e.?the?number?of?additional“
????????????????????????????????????????“?dedicated?threads?to?dataloading.“）
????parser.add_argument（‘-f‘?‘--imutils_flag‘?default=‘fast‘?type=str
????????????????????????choices=imutils.VALID_FLAGS
????????????????????????help=“Optional?the?flag?of?the?image_utils?defining?“
????????????????????????“the?image?processing?tools.“）
????parser.add_argument（‘-s‘?‘--summary_samples‘?default=5?type=int
????????????????????????help=“Optional?the?number?of?pairs?the?TensorboardX?“
????????????????????????“samples?during?validation?to?write?in?the?summary.?“
????????????????????????“For?each?epoch?it?saves?the?ref?and?the?search?“
????????????????????????“embeddings?as?well?as?the?final?corre

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\
?????文件?????????245??2019-06-19?20:33??Pytorch-SiamFC-master\.gitignore
?????文件????15610824??2019-06-19?20:33??Pytorch-SiamFC-master\baselinePretrained.pth.tar
?????文件????????1165??2019-06-19?20:33??Pytorch-SiamFC-master\LICENSE
?????文件???????19073??2019-06-19?20:33??Pytorch-SiamFC-master\README.md
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\appSiamFC\
?????文件????????2479??2019-06-19?20:33??Pytorch-SiamFC-master\appSiamFC\app_utils.py
?????文件????????8001??2019-06-19?20:33??Pytorch-SiamFC-master\appSiamFC\display.py
?????文件???????11169??2019-06-19?20:33??Pytorch-SiamFC-master\appSiamFC\producer.py
?????文件????????3844??2019-06-19?20:33??Pytorch-SiamFC-master\environment.yaml
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\images\
?????文件??????117810??2019-06-19?20:33??Pytorch-SiamFC-master\images\catpair.png
?????文件?????1676299??2019-06-19?20:33??Pytorch-SiamFC-master\images\correlation_better.gif
?????文件????????5033??2019-06-19?20:33??Pytorch-SiamFC-master\images\first_line.png
?????文件??????369269??2019-06-19?20:33??Pytorch-SiamFC-master\images\pairs.png
?????文件??????661968??2019-06-19?20:33??Pytorch-SiamFC-master\images\quick_train_screen.gif
?????文件???????88726??2019-06-19?20:33??Pytorch-SiamFC-master\images\results_train.png
?????文件???????77371??2019-06-19?20:33??Pytorch-SiamFC-master\images\scalars.png
?????文件??????163985??2019-06-19?20:33??Pytorch-SiamFC-master\images\schema.png
?????文件??????385734??2019-06-19?20:33??Pytorch-SiamFC-master\images\second_line.png
?????文件???????18416??2019-06-19?20:33??Pytorch-SiamFC-master\images\third_line.png
?????文件??????126965??2019-06-19?20:33??Pytorch-SiamFC-master\images\train_screen.png
?????文件????11857023??2019-06-19?20:33??Pytorch-SiamFC-master\images\viz_app.gif
?????文件????????1172??2019-06-19?20:33??Pytorch-SiamFC-master\profile_script.sh
?????文件?????????534??2019-06-19?20:33??Pytorch-SiamFC-master\setup.sh
?????文件???????25689??2019-06-19?20:33??Pytorch-SiamFC-master\train.py
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\training\
?????文件????????5627??2019-06-19?20:33??Pytorch-SiamFC-master\training\crops_train.py
?????文件???????23123??2019-06-19?20:33??Pytorch-SiamFC-master\training\datasets.py
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\training\experiments\
?????目錄???????????0??2019-06-19?20:33??Pytorch-SiamFC-master\training\experiments\default\
............此處省略23個文件信息