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b/inpainting/options/test_options.py |
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import argparse |
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import os |
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import time |
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class TestOptions: |
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def __init__(self): |
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self.parser = argparse.ArgumentParser() |
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self.initialized = False |
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def initialize(self): |
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self.parser.add_argument('--dataset', type=str, default='paris_streetview', |
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help='The dataset of the experiment.') |
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self.parser.add_argument('--data_file', type=str, default='./imgs/paris-streetview_256x256', help='the file storing testing file paths') |
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self.parser.add_argument('--test_dir', type=str, default='./test_results', help='models are saved here') |
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self.parser.add_argument('--load_model_dir', type=str, default='./checkpoints', help='pretrained models are given here') |
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self.parser.add_argument('--seed', type=int, default=1, help='random seed') |
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self.parser.add_argument('--gpu_ids', type=str, default='0') |
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self.parser.add_argument('--model', type=str, default='gmcnn') |
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self.parser.add_argument('--random_mask', type=int, default=0, |
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help='using random mask') |
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self.parser.add_argument('--img_shapes', type=str, default='256,256,3', |
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help='given shape parameters: h,w,c or h,w') |
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self.parser.add_argument('--mask_shapes', type=str, default='128,128', |
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help='given mask parameters: h,w') |
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self.parser.add_argument('--mask_type', type=str, default='rect') |
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self.parser.add_argument('--test_num', type=int, default=-1) |
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self.parser.add_argument('--mode', type=str, default='save') |
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self.parser.add_argument('--phase', type=str, default='test') |
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# for generator |
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self.parser.add_argument('--g_cnum', type=int, default=32, |
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help='# of generator filters in first conv layer') |
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self.parser.add_argument('--d_cnum', type=int, default=32, |
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help='# of discriminator filters in first conv layer') |
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def parse(self): |
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if not self.initialized: |
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self.initialize() |
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self.opt = self.parser.parse_args() |
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if self.opt.data_file != '': |
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self.opt.dataset_path = self.opt.data_file |
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if os.path.exists(self.opt.test_dir) is False: |
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os.mkdir(self.opt.test_dir) |
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assert self.opt.random_mask in [0, 1] |
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self.opt.random_mask = True if self.opt.random_mask == 1 else False |
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assert self.opt.mask_type in ['rect', 'stroke'] |
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str_img_shapes = self.opt.img_shapes.split(',') |
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self.opt.img_shapes = [int(x) for x in str_img_shapes] |
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str_mask_shapes = self.opt.mask_shapes.split(',') |
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self.opt.mask_shapes = [int(x) for x in str_mask_shapes] |
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# model name and date |
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self.opt.date_str = 'test_'+time.strftime('%Y%m%d-%H%M%S') |
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self.opt.model_folder = self.opt.date_str + '_' + self.opt.dataset + '_' + self.opt.model |
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self.opt.model_folder += '_s' + str(self.opt.img_shapes[0]) + 'x' + str(self.opt.img_shapes[1]) |
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self.opt.model_folder += '_gc' + str(self.opt.g_cnum) |
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self.opt.model_folder += '_randmask-' + self.opt.mask_type if self.opt.random_mask else '' |
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if self.opt.random_mask: |
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self.opt.model_folder += '_seed-' + str(self.opt.seed) |
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self.opt.saving_path = os.path.join(self.opt.test_dir, self.opt.model_folder) |
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if os.path.exists(self.opt.saving_path) is False and self.opt.mode == 'save': |
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os.mkdir(self.opt.saving_path) |
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args = vars(self.opt) |
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print('------------ Options -------------') |
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for k, v in sorted(args.items()): |
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print('%s: %s' % (str(k), str(v))) |
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print('-------------- End ----------------') |
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return self.opt |