[TVM Discuss] [Questions] Relay.build can't find config for a conv2d that doesn't exist in model

2020-06-10 Thread Sleepwalker2017 via TVM Discuss
I'm using tvm to convert a tensorflow model. when I call relay.build, there comes a warning, > Cannot find config for target=cuda, workload=('conv2d_nchw.cuda', ('TENSOR', > (1, 384, 35, 35), 'float32'), ('TENSOR', (224, 384, 1, 1), ' but in fact, I searched the tf model and can't find a conv2

[TVM Discuss] [Questions] How to assign a specific GPU when auto-tuning?

2020-05-28 Thread Sleepwalker2017 via TVM Discuss
wow thank you! I'll try it. --- [Visit Topic](https://discuss.tvm.ai/t/how-to-assign-a-specific-gpu-when-auto-tuning/4509/5) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.ai/email/unsubscribe

[TVM Discuss] [Questions] How to assign a specific GPU when auto-tuning?

2020-05-28 Thread Sleepwalker2017 via TVM Discuss
@ [comaniac](https://discuss.tvm.ai/u/comaniac) any advice? Thank you! --- [Visit Topic](https://discuss.tvm.ai/t/how-to-assign-a-specific-gpu-when-auto-tuning/4509/3) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here

[TVM Discuss] [Questions] How to assign a specific GPU when auto-tuning?

2020-05-28 Thread Sleepwalker2017 via TVM Discuss
have you solved this problem? --- [Visit Topic](https://discuss.tvm.ai/t/how-to-assign-a-specific-gpu-when-auto-tuning/4509/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.ai/email/unsubscrib

[TVM Discuss] [Questions] How to do auto-tuning for a list of specific ops?

2020-05-27 Thread Sleepwalker2017 via TVM Discuss
Thank you ! I have two questions for this solution. 1. To use this API, I have to load all models at the same time, which seems to have a huge demand for memory. 2. I didn't find a way to save tasks to disk, that means if the tuning is interrupted , I have to do the whole thing from beginnin

[TVM Discuss] [Questions] How to do auto-tuning for a list of specific ops?

2020-05-27 Thread Sleepwalker2017 via TVM Discuss
Thank you!Seems it will work to me. --- [Visit Topic](https://discuss.tvm.ai/t/how-to-do-auto-tuning-for-a-list-of-specific-ops/6817/3) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.ai/email/u

[TVM Discuss] [Questions] How to do auto-tuning for a specific op?

2020-05-27 Thread Sleepwalker2017 via TVM Discuss
I have read tutorials about auto-tuning, seems there are two kinds for auto tuning. 1. write a schedule for a specific op and create a task for it. 2. extract tasks from a graph, which is to auto tune the whole model. Here I have a lot of models to tune, and their convolution configurations hav