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Merge pull request #182 from bobo0810/master
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【BUG】onnx-simplify
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derronqi committed Jul 19, 2022
2 parents d350540 + c558755 commit 4fd1ead
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15 changes: 0 additions & 15 deletions export.py
Original file line number Diff line number Diff line change
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parser.add_argument('--weights', type=str, default='./yolov5s.pt', help='weights path') # from yolov5/models/
parser.add_argument('--img_size', nargs='+', type=int, default=[640, 640], help='image size') # height, width
parser.add_argument('--batch_size', type=int, default=1, help='batch size')
parser.add_argument('--simplify', action='store_true', default=False, help='simplify onnx')
parser.add_argument('--dynamic', action='store_true', default=False, help='enable dynamic axis in onnx model')
parser.add_argument('--onnx2pb', action='store_true', default=False, help='export onnx to pb')
parser.add_argument('--onnx_infer', action='store_true', default=True, help='onnx infer test')
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# Checks
onnx_model = onnx.load(f) # load onnx model
onnx.checker.check_model(onnx_model) # check onnx model

# https://github.com/daquexian/onnx-simplifier
if opt.simplify:
try:
import onnxsim
print(f'simplifying with onnx-simplifier {onnxsim.__version__}...')
onnx_model, check = onnxsim.simplify(onnx_model,
dynamic_input_shape=opt.dynamic,
input_shapes={'input': list(img.shape)} if opt.dynamic else None)
assert check, "simplify check failed "
onnx.save(onnx_model, f)
except Exception as e:
print(f"simplifer failure: {e}")

print('ONNX export success, saved as %s' % f)
# Finish
print('\nExport complete (%.2fs). Visualize with https://github.com/lutzroeder/netron.' % (time.time() - t))
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