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Conv(3, 16, k=3, p=1, s=2, act_type=act_type, norm_type=norm_type),
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Conv(3, 16, k=3, p=1, s=2, act_type=act_type, norm_type=norm_type),
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- Conv(16, 16, k=3, p=1, act_type=act_type, norm_type=norm_type, depthwise=depthwise),
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+ Conv(16, 16, k=3, p=1, s=1, act_type=act_type, norm_type=norm_type, depthwise=depthwise),
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