Usually we run layout transform or dtype conversion (fp16 quantization etc) before running BYOC flow. I’m not sure what you are trying to achieve with (1) - (5), the order seems odd. In the standard BYOC flow, (3) is the last step which happens after (5). The step (4) doesn’t exist because conversion ops are inserted before external functions are created.