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from train import _get_parser as get_trainer_parser, train | |
# Get default arguments. Then you can change the default values for a few arguments | |
args = get_trainer_parser().parse_args([]) | |
args.verbose = True | |
train(args) |
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########## | |
# Win10 Initial Setup Script | |
# Author: Disassembler <disassembler@dasm.cz> | |
# Version: 1.7, 2016-08-15 | |
# dasm's script: https://github.com/Disassembler0/Win10-Initial-Setup-Script/ | |
# THIS IS A PERSONALIZED VERSION | |
# This script leaves more MS defaults on, including MS security features. | |
# Tweaked based on personal preferences for @alirobe 2016-11-16 - v1.7.1 |
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+ echo Logging output to experiments/logs/rfcn_alt_opt_5step_ohem_rpn4_ResNet-101_.txt.2016-11-06_23-33-58 | |
Logging output to experiments/logs/rfcn_alt_opt_5step_ohem_rpn4_ResNet-101_.txt.2016-11-06_23-33-58 | |
+ ./tools/train_rfcn_alt_opt_5stage.py --gpu 4 --net_name ResNet-101 --weights data/imagenet_models/ResNet-101-model.caffemodel --imdb coco_2014_train --imdb_test coco_2014_minival --cfg experiments/cfgs/rfcn_alt_opt_5step_ohem.yml --model rfcn_alt_opt_5step_ohem | |
Called with args: | |
Namespace(cfg_file='experiments/cfgs/rfcn_alt_opt_5step_ohem.yml', gpu_id=4, imdb_name='coco_2014_train', imdb_test_name='coco_2014_minival', model_name='rfcn_alt_opt_5step_ohem', net_name='ResNet-101', pretrained_model='data/imagenet_models/ResNet-101-model.caffemodel', set_cfgs=None) | |
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
Stage 0 RPN, compute normalization means and stds | |
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~ | |
loading annotations into memory... | |
Done (t=11.90s) |
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+ echo Logging output to experiments/logs/rfcn_end2end_ResNet-101_.txt.2016-11-07_01-23-01 | |
Logging output to experiments/logs/rfcn_end2end_ResNet-101_.txt.2016-11-07_01-23-01 | |
+ ./tools/train_net.py --gpu 4 --solver models/coco/ResNet-101/rfcn_end2end/solver_ohem.prototxt --weights data/imagenet_models/ResNet-101-model.caffemodel --imdb coco_2014_train --iters 490000 --cfg experiments/cfgs/rfcn_end2end_ohem.yml | |
Called with args: | |
Namespace(cfg_file='experiments/cfgs/rfcn_end2end_ohem.yml', gpu_id=4, imdb_name='coco_2014_train', max_iters=490000, pretrained_model='data/imagenet_models/ResNet-101-model.caffemodel', randomize=False, set_cfgs=None, solver='models/coco/ResNet-101/rfcn_end2end/solver_ohem.prototxt') | |
Using config: | |
{'DATA_DIR': '/home/zer0ne/src/R-FCN/data', | |
'DEDUP_BOXES': 0.0625, | |
'EPS': 1e-14, | |
'EXP_DIR': 'rfcn_end2end_ohem', |
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http://i.ytimg.com/vi/rGAqBy-D8wc/maxresdefault.jpg | |
http://blog.defgrip.net/wp-content/uploads/2013/08/roof1.jpg | |
https://scontent.cdninstagram.com/hphotos-xpf1/t51.2885-15/s320x320/e15/10808825_409571005859448_326802933_n.jpg | |
http://www.madpac.nl/wp-content/uploads/2015/12/Chris2-1024x684.jpg | |
http://thehundreds.com/wp-content/uploads/2015/01/h-big-tatt-3.jpg | |
http://scontent-a.cdninstagram.com/hphotos-xfp1/t51.2885-15/10375657_582076715241103_588595470_a.jpg | |
http://smpfreeskiercom.c.presscdn.com/wp-content/uploads/2015/09/Erik-Roner.jpg | |
http://41.media.tumblr.com/7f20e204983f9cef0172edc464eaebdd/tumblr_mnmyl1lxtF1qienb7o1_1280.jpg | |
http://www.geeksofdoom.com/GoD/img/2013/10/2013-10-12-nycc-walking-dead-steven-yeun-11.jpg | |
http://media-cache-ec0.pinimg.com/736x/bd/f6/58/bdf6583cbbf839aea52bc5782a70d474.jpg |
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import os | |
os.environ['THEANO_FLAGS'] = 'mode=FAST_RUN,device=gpu,floatX=float32,nvcc.fastmath=True' | |
import theano | |
import time | |
import numpy as np | |
from keras.models import Sequential | |
from keras.layers.core import Dense, Activation | |
from keras.optimizers import SGD |
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