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Posted to discuss-archive@tvm.apache.org by Alex via Apache TVM Discuss <no...@discuss.tvm.ai> on 2020/11/25 01:28:03 UTC
[Apache TVM Discuss] [Questions] Deploy object detection on GPU and
FPGA
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.
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[Apache TVM Discuss] [Questions] Deploy object detection on GPU and
FPGA
Posted by Alex via Apache TVM Discuss <no...@discuss.tvm.ai>.
I met some problems on MXNET, no module named mxnet, although I have pip install, but I can not import it from setting->interpreter. So are there any simple sample I can run asap about deploy object detection on FPGA through TVM ? Thank you so much. And how can I design experiment about TVM, for example, compared FPGA with gpu through tvm
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[Apache TVM Discuss] [Questions] Deploy object detection on GPU and
FPGA
Posted by Liangfu Chen via Apache TVM Discuss <no...@discuss.tvm.ai>.
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=tsim), and there you can setup SIM/TSIM based simulation of vision tasks like object detection.
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