[Apache TVM Discuss] [Questions] External modules in uTVM

2020-09-25 Thread Andrew Reusch via Apache TVM Discuss
hi @manupa-arm, seems like we have two options: O1. build a library version of this [StaticRuntime fcompile function](https://github.com/areusch/incubator-tvm/blob/utvm-runtime/python/tvm/micro/build.py#L217) and make `export_library` call this function to create something like a DSO (instea

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

2020-09-25 Thread Cody H. Yu via Apache TVM Discuss
- For auto-schedule details, you can refer to the paper: https://arxiv.org/abs/2006.06762 - XGBoost model also takes some features extracted from the TIR. --- [Visit Topic](https://discuss.tvm.apache.org/t/autotvm-how-is-the-search-space-being-generated/7982/4) to respond. You are receiv

[Apache TVM Discuss] [Questions] External modules in uTVM

2020-09-25 Thread Manupa Karunaratne via Apache TVM Discuss
I've seen that current uTVM flow uses module.save(..) interface to save the "c" module prior to compiling it to the micro binary that is fed to the runtime. I was wondering if we use the BYOC on the flow and create our own external c-source module/function additionally to the single dso_module

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

2020-09-25 Thread Zhao Wu via Apache TVM Discuss
I don't know why relay drop it, but i think @tqchen @jroesch maybe know more information and background. --- [Visit Topic](https://discuss.tvm.apache.org/t/do-layer-names-get-imported-into-relay/7986/4) to respond. You are receiving this because you enabled mailing list mode. To unsubsc

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

2020-09-25 Thread aca88 via Apache TVM Discuss
Thanks for the reply. I noticed that at least the inputs, weights and biases get the name / (so for example 'conv2d_1/input' would be the IFM of the 'conv2d_1' layer from the model). So I guess over the naming of the arguments its possible to determine some relationships between relay operat

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

2020-09-25 Thread Zhao Wu via Apache TVM Discuss
Previous IR (NNVM) has one name attribute but relay miss it. --- [Visit Topic](https://discuss.tvm.apache.org/t/do-layer-names-get-imported-into-relay/7986/2) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https:/