additional config
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@ -15,14 +15,12 @@ from sconf import Config
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def main(config):
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def main(config):
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# max_length = 768
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config_vision = VisionEncoderDecoderConfig.from_pretrained(config.pretrained_model_path)
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# image_size = [1920, 2560]
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config_vision.encoder.image_size = [1920, 2560] # (height, width)
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# config_vision = VisionEncoderDecoderConfig.from_pretrained(config.pretrained_model_path)
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config_vision.decoder.max_length = 768
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# config_vision.encoder.image_size = image_size # (height, width)
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# config_vision.decoder.max_length = max_length
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processor = DonutProcessor.from_pretrained(config.pretrained_processor_path)
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processor = DonutProcessor.from_pretrained(config.pretrained_processor_path)
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model = VisionEncoderDecoderModel.from_pretrained(config.pretrained_model_path)
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model = VisionEncoderDecoderModel.from_pretrained(config.pretrained_model_path, config=config_vision)
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dataset = load_dataset(config.validation_dataset_path, split=config.validation_dataset_split)
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dataset = load_dataset(config.validation_dataset_path, split=config.validation_dataset_split)
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device = "cuda" if torch.cuda.is_available() else "cpu"
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device = "cuda" if torch.cuda.is_available() else "cpu"
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model.eval()
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model.eval()
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