add cpu_math_library_num_threads params
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@ -21,6 +21,9 @@ import json
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from PIL import Image, ImageDraw, ImageFont
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import math
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from paddle import inference
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import time
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from ppocr.utils.logging import get_logger
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logger = get_logger()
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def parse_args():
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@ -98,6 +101,7 @@ def parse_args():
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parser.add_argument("--cls_thresh", type=float, default=0.9)
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parser.add_argument("--enable_mkldnn", type=str2bool, default=False)
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parser.add_argument("--cpu_threads", type=int, default=10)
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parser.add_argument("--use_pdserving", type=str2bool, default=False)
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parser.add_argument("--use_mp", type=str2bool, default=False)
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@ -140,14 +144,15 @@ def create_predictor(args, mode, logger):
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max_batch_size=args.max_batch_size)
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else:
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config.disable_gpu()
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config.set_cpu_math_library_num_threads(6)
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if hasattr(args, "cpu_threads"):
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config.set_cpu_math_library_num_threads(args.cpu_threads)
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else:
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config.set_cpu_math_library_num_threads(
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10) # default cpu threads as 10
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if args.enable_mkldnn:
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# cache 10 different shapes for mkldnn to avoid memory leak
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config.set_mkldnn_cache_capacity(10)
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config.enable_mkldnn()
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# TODO LDOUBLEV: fix mkldnn bug when bach_size > 1
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#config.set_mkldnn_op({'conv2d', 'depthwise_conv2d', 'pool2d', 'batch_norm'})
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args.rec_batch_num = 1
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# enable memory optim
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config.enable_memory_optim()
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