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

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

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] Can the TVM stack target RISC-V?

I'm not quite clear about the extent, but I think the PR [Add µTVM Zephyr support + QEMU regression test #6603](https://github.com/apache/incubator-tvm/pull/6603) should be helpful for evaluating uTVM on RISC-V. --- [Visit Topic](https://discuss.tvm.apache.org/t/can-the-tvm-stack-target-

[Apache TVM Discuss] [Questions] [VTA] How can I calculate VTA GOPs?

Did you mean LOG_BLOCK=4 or just BLOCK=4? If LOG_BLOCK=4, that means BLOCK_IN and BLOCK_OUT would be 16. Therefore, in a GEMM instruction, it would perform 16x16 fused-multiply-add (MAC), that is 256 MACs in a single GEMM instruction. In my calculation, 256 MACs * 0.142 GHz = 36.352 GOps Not