[Apache TVM Discuss] [Questions] Explanation of autoscheduler transform steps

2021-04-24 Thread Lianmin Zheng via Apache TVM Discuss
They basically follow the semantics of tvm's schedule primitives. https://tvm.apache.org/docs/tutorials/language/schedule_primitives.html --- [Visit Topic](https://discuss.tvm.apache.org/t/explanation-of-autoscheduler-transform-steps/9512/5) to respond. You are receiving this because you

[Apache TVM Discuss] [Questions] Explanation of autoscheduler transform steps

2021-03-24 Thread Lianmin Zheng via Apache TVM Discuss
The output JSON file stores serialized measurement records, so we can extract the best schedules and re-apply them again during compilation. One measurement record also contains a complete schedule, which consists of the transform steps you mentioned. This json format is designed to be compact

[Apache TVM Discuss] [Questions] Explanation of autoscheduler transform steps

2021-03-24 Thread Wheest via Apache TVM Discuss
I am trying to understand more about the auto-scheduler, and the output from the Ansor tuning process. If I examine the output JSON from tuning, I see a series of transformation that have been learned as an autoschedule, e.g.: ``` ["SP", 2, 24, 3, [3], 1], ["RE", 2, [0, 4, 8, 12, 16, 1, 5, 9,