Update validate_data to work with SingleImageDataset
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@ -11,6 +11,12 @@ class SingleImageDataset(BaseUnsupervisedImageDataset):
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def __init__(self, opt):
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super(SingleImageDataset, self).__init__(opt)
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def get_paths(self):
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for i in range(len(self)):
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chunk_ind = bisect_left(self.starting_indices, i)
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chunk_ind = chunk_ind if chunk_ind < len(self.starting_indices) and self.starting_indices[chunk_ind] == i else chunk_ind-1
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yield self.chunks[chunk_ind].tiles[i-self.starting_indices[chunk_ind]]
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def __getitem__(self, item):
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chunk_ind = bisect_left(self.starting_indices, item)
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chunk_ind = chunk_ind if chunk_ind < len(self.starting_indices) and self.starting_indices[chunk_ind] == item else chunk_ind-1
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@ -15,7 +15,7 @@ from skimage import io
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def main():
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#### options
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parser = argparse.ArgumentParser()
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parser.add_argument('-opt', type=str, help='Path to option YAML file.', default='../../options/train_feature_net.yml')
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parser.add_argument('-opt', type=str, help='Path to option YAML file.', default='../../options/train_exd_imgset_spsr7.yml')
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parser.add_argument('--launcher', choices=['none', 'pytorch'], default='none',
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help='job launcher')
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parser.add_argument('--local_rank', type=int, default=0)
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@ -52,7 +52,7 @@ def main():
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len(train_set), train_size))
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assert train_loader is not None
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tq_ldr = tqdm(train_set.paths_GT)
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tq_ldr = tqdm(train_set.get_paths())
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for path in tq_ldr:
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try:
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_ = io.imread(path)
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