[Apache TVM Discuss] [Questions] Cannot squeeze axis with dimension not equal to 1

2020-11-24 Thread Ravish via Apache TVM Discuss
Nothing @myuniqueusername, I am also are waiting for reply. Please let me know if you find something. --- [Visit Topic](https://discuss.tvm.apache.org/t/cannot-squeeze-axis-with-dimension-not-equal-to-1/8370/3) to respond. You are receiving this because you enabled mailing list mode. To

[Apache TVM Discuss] [Questions] [VTA] GEMM cycle count

2020-11-24 Thread Liangfu Chen via Apache TVM Discuss
Did you mean the number of cycles for a single GEMM instruction? AKAIK, it depends on the implementation, as it for Chisel-based implementation, a single GEMM instruction takes 4 cycles to complete, since there are stages in the design that prepare the data stream for such execution. ---

[Apache TVM Discuss] [Questions] Deploy object detection on GPU and FPGA

2020-11-24 Thread Liangfu Chen via Apache TVM Discuss
Before start working on actual FPGA, we could evaluate with TSIM (cycle-accurate simulation) in TVM; For experiments with vision models, please refer to [ Deploy Pretrained Vision Model from MxNet on VTA](https://tvm.apache.org/docs/vta/tutorials/frontend/deploy_classification.html?highlight=t

[Apache TVM Discuss] [Questions] Deploy object detection on GPU and FPGA

2020-11-24 Thread Alex via Apache TVM Discuss
I want to deploy object detection on ZYNQ104, but I am a fresh man on machine learning and FPGA, can I use emulator to do it? I do not have an FPGA yet, but I want to do experiment to compare it. --- [Visit Topic](https://discuss.tvm.apache.org/t/deploy-object-detection-on-gpu-and-fpga/85

[Apache TVM Discuss] [Questions] Deploy model on cluster

2020-11-24 Thread Sky via Apache TVM Discuss
I would like to know if there is a way to deploy the TVM module to a cluster of hardware devices for performance gain. Example multiple CPUs/GPUs. It can be a homogeneous cluster. --- [Visit Topic](https://discuss.tvm.apache.org/t/deploy-model-on-cluster/8516/1) to respond. You are recei

[Apache TVM Discuss] [Questions] [CI] C++ standard for the TVM project

2020-11-24 Thread Manupa Karunaratne via Apache TVM Discuss
https://github.com/apache/tvm/pull/6968/files --- [Visit Topic](https://discuss.tvm.apache.org/t/ci-c-standard-for-the-tvm-project/8508/5) to respond. You are receiving this because you enabled mailing list mode. To unsubscribe from these emails, [click here](https://discuss.tvm.apache.

[Apache TVM Discuss] [Application] Auto tuning self onnx model with Android-rpc and failed on the "Evaluating" step

2020-11-24 Thread pminimd via Apache TVM Discuss
I was trying to speed up my model running on Android device, but failed on the "Evaluating" step. Firstly, I tested the [tune_relay_arm.py](https://tvm.apache.org/docs/tutorials/autotvm/tune_relay_arm.html#sphx-glr-tutorials-autotvm-tune-relay-arm-py) scripts following the instruction. (The v