def METHOD_NAME():
    in_size = 56
    ic, oc = 64, 64
    k = 3
    stride = 1
    pad = 1
    verify_bitserial_conv2d_nhwc(1, in_size, ic, oc, k, stride, pad, 1, 1, False)
    verify_bitserial_conv2d_nhwc(1, in_size, ic, oc, k, stride, pad, 2, 1, False)
    verify_bitserial_conv2d_nhwc(1, in_size, ic, oc, k, stride, pad, 1, 1, True)
    verify_bitserial_conv2d_nhwc(1, in_size, ic, oc, k, stride, pad, 2, 1, True)
    verify_bitserial_conv2d_nhwc(1, in_size, ic, oc, k, stride, pad, 2, 1, True, True)