[Apache TVM Discuss] [Questions] AutoTVM vs AutoScheduler tuning metrics

2021-06-23 Thread Caleb via Apache TVM Discuss
Thanks for this detailed reply, this was very helpful. Just to clarify, when you refer to a "schedule candidate" or the "best schedule", you're referring to the configuration of a specific operator (or task) on the hardware target, correct? --- [Visit Topic](https://discuss.tvm.apache.or

[Apache TVM Discuss] [Application] TVM Community Survey

2021-06-23 Thread Cody H. Yu via Apache TVM Discuss
Thanks for the efforts. I left some comments in the doc. In addition, I'm wondering if we could add a text box to all "other" options so that people can specify what they really have. --- [Visit Topic](https://discuss.tvm.apache.org/t/tvm-community-survey/10305/3) to respond. You are rece

[Apache TVM Discuss] [Application] TVM Community Survey

2021-06-23 Thread Xqdan via Apache TVM Discuss
[quote="hogepodge, post:1, topic:10305"] What platforms are you using TVM for? * [ ] X86 CPU * [ ] ARM CPU * [ ] Other CPU * [ ] NVidia GPU * [ ] AMD GPU * [ ] Other GPU * [ ] Embedded Platform [/quote] We are using TVM for DSA NPU, can you add one option, thanks! --- [Visit Topic](https:/

[Apache TVM Discuss] [Application] TVM Community Survey

2021-06-23 Thread Chris Hoge via Apache TVM Discuss
Hi everyone, I'm putting together a short survey of TVM developers and users to help us to get a general understanding of what the community is using TVM for and directions for the roadmap to take. I've put together a set of questions, and would like your feedback on them. This is an open com

[Apache TVM Discuss] [Questions] AutoTVM vs AutoScheduler tuning metrics

2021-06-23 Thread Cody H. Yu via Apache TVM Discuss
> 1. When tuning using AutoTVM (`tvmc tune` with `--enable-autoscheduler` > disabled), one of the metrics printed in the console is Current/Best GFLOPS > per task. I do not understand how this metric is being measured or calculated > here? In the context of tuning a model, what is this metric

[Apache TVM Discuss] [Questions] What is the current plan for embedded?

2021-06-23 Thread Mehrdad Hessar via Apache TVM Discuss
cc @areusch to add more on this if I missed anything. --- [Visit Topic](https://discuss.tvm.apache.org/t/what-is-the-current-plan-for-embedded/10304/3) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discus

[Apache TVM Discuss] [Questions] What is the current plan for embedded?

2021-06-23 Thread Mehrdad Hessar via Apache TVM Discuss
@max1996 sorry to hear about your confusion. You have mentioned three concepts here which I try to distinguish them. The development of AOT is separate from microTVM and Zephyr RTOS. - AOT is a new runtime where the runtime doesn't need to parse the graph json on the target and therefore can sa

[Apache TVM Discuss] [Questions] What is the current plan for embedded?

2021-06-23 Thread Max Sponner via Apache TVM Discuss
Hi, I tried to follow to current development around µTVM and AOT compilation, but still quite a bit confused, as it seems like the AOT will replace the efforts around µTVM's runtime? Will the µTVM runtime development be continued? If I understood correctly, according to the RFC for AOT ther