[Apache TVM Discuss] [Questions] Do layer names get imported into Relay?

2020-09-24 Thread aca88 via Apache TVM Discuss
Hello, In some frameworks (maybe all?) we can define a layer/operator name. Looking at the[ Relay Python API documentation](https://tvm.apache.org/docs/api/python/relay/nn.html#module-tvm.relay.nn), I dont see that Relay operators have a 'name' (except Bitpack which uses this parameter for a

[Apache TVM Discuss] [Questions] AutoTVM how is the search space being generated

2020-09-24 Thread Akhil via Apache TVM Discuss
Hey @comaniac Thanks. Are the hardware parameters like (num of threads, cache size) taken into consideration when auto scheduling is used. Also how does auto scheduling generate schedules from scratch. Does it look at every loop and try to figure out the best transformation based on execution

[Apache TVM Discuss] [Questions] Prelu op can not support broadcast?

2020-09-24 Thread Blacklong via Apache TVM Discuss
@jwfromm Thanks very much, I will update and have a try. --- [Visit Topic](https://discuss.tvm.apache.org/t/prelu-op-can-not-support-broadcast/7880/5) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss

[Apache TVM Discuss] [Questions] Prelu op can not support broadcast?

2020-09-24 Thread Josh Fromm via Apache TVM Discuss
The fix is now merged, if you update to master your model should work. --- [Visit Topic](https://discuss.tvm.apache.org/t/prelu-op-can-not-support-broadcast/7880/4) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](h

[Apache TVM Discuss] [Questions] Not support arbitrary group number for conv3d

2020-09-24 Thread Hyperfraise via Apache TVM Discuss
I'm very interested in this too. --- [Visit Topic](https://discuss.tvm.apache.org/t/not-support-arbitrary-group-number-for-conv3d/7949/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.o

[Apache TVM Discuss] [Questions] AutoTVM how is the search space being generated

2020-09-24 Thread Cody H. Yu via Apache TVM Discuss
* The search space is defined in the schedule template, such as: https://github.com/apache/incubator-tvm/blob/master/python/tvm/topi/cuda/conv2d_direct.py#L31 This line defines a search parameter, and the candidates are the factors of the length of `f`. * While AutoTVM needs schedule templa

[Apache TVM Discuss] [Questions] Prelu op can not support broadcast?

2020-09-24 Thread Josh Fromm via Apache TVM Discuss
Sorry for the delay in response. @blacklong617, you're right that we should support broadcasting alpha but currently dont. This PR: https://github.com/apache/incubator-tvm/pull/6549 fixes the issue. --- [Visit Topic](https://discuss.tvm.apache.org/t/prelu-op-can-not-support-broadcast/7880

[Apache TVM Discuss] [Questions] Do TVM runtime threads occupy CPU persistently? How to sleep them in time?

2020-09-24 Thread wadewu via Apache TVM Discuss
How do you set the number of CPUs in the model runtime? --- [Visit Topic](https://discuss.tvm.apache.org/t/do-tvm-runtime-threads-occupy-cpu-persistently-how-to-sleep-them-in-time/6178/3) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these

[Apache TVM Discuss] [Questions] AutoTVM how is the search space being generated

2020-09-24 Thread Akhil via Apache TVM Discuss
After looking at the tutorial for auto tuning in auto tvm, there seems to two methods to create a search space, one where the user gives an array if possible values to search and the other where tvm generates this space. In the latter case how does tvm model the search space equation, or is ju