[Apache TVM Discuss] [Questions] It is so long time when TVM parses Tensorflow MaskRCNN model

2022-02-15 Thread Abdul Aziz via Apache TVM Discuss
@kevinthesun Any hints on the issues above? --- [Visit Topic](https://discuss.tvm.apache.org/t/it-is-so-long-time-when-tvm-parses-tensorflow-maskrcnn-model/7353/4) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](ht

[Apache TVM Discuss] [Questions] How to read out the intermediate value in Relay IR?

2022-02-15 Thread popojames via Apache TVM Discuss
Thanks for your reply. I will take a look at how to use debug_executor to enable such a function. Also, I am asking this question because this is somehow related to pipeline execution. Thus, I am still wondering is it possible for that user can we register operations in Relay IR as new outputs

[Apache TVM Discuss] [Questions] Relay.transform to remove comments?

2022-02-15 Thread Ligeng Zhu via Apache TVM Discuss
Hi there, When following the [quantization tutorial](https://tvm.apache.org/docs/how_to/deploy_models/deploy_prequantized.html), the generated tvmir includes a lot of comment information like ``` fn (%input: Tensor[(1, 3, 224, 224), float32], %features.0.0_weight: Tensor[(32, 3, 3, 3), float

[Apache TVM Discuss] [Questions] How to read out the intermediate value in Relay IR?

2022-02-15 Thread Andrew Zhao Luo via Apache TVM Discuss
https://github.com/AndrewZhaoLuo/TVM-Sandbox/blob/main/relay/graph_debugger_example.py Here is an example of using graph debugger. My apologies as it isn't very complete and the tensor dumps you'll have to manually associate. If you use graph debugger there is also an interesting function `g

[Apache TVM Discuss] [Questions] How to read out the intermediate value in Relay IR?

2022-02-15 Thread masahi via Apache TVM Discuss
I heard that's possible with `debug_executor`. But I've never tried it. Can you take a look? --- [Visit Topic](https://discuss.tvm.apache.org/t/how-to-read-out-the-intermediate-value-in-relay-ir/12084/2) to respond. You are receiving this because you enabled mailing list mode. To unsubs

[Apache TVM Discuss] [Questions] Understanding the relationship between microTVM, autoTVM, RPCRunner, rpc_tracker and MicroTVMRpcServerLoop

2022-02-15 Thread Andrew Reusch via Apache TVM Discuss
@fPecc thanks for your questions! Here are some answers. [quote="fPecc, post:1, topic:12091"] * AutoTVM running on the host computer * Multiple boards connected to the same host computer running the AutoTVM schedules. [/quote] We've demonstrated the first one, but not the second one yet. It sh

[Apache TVM Discuss] [Questions] How to import native Tensorflow2 trained model into TVM Relay?

2022-02-15 Thread Yong Wu via Apache TVM Discuss
TF2 was supported now --- [Visit Topic](https://discuss.tvm.apache.org/t/how-to-import-native-tensorflow2-trained-model-into-tvm-relay/8847/4) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apa

[Apache TVM Discuss] [Questions] Understanding relationship between microTVM, autoTVM, RPCRunner, rpc_tracker and MicroTVMRpcServerLoop

2022-02-15 Thread F Pecc via Apache TVM Discuss
Hi all! I have currently been trying to understand the relationship between this components, in order to integrate a custom accelerator + board into TVM. As a reference, this is what I would like to try: * AutoTVM running on the host computer * Multiple boards connected to the same host compu