[TVM Discuss] [Development] Improving quantization accuracy with more precise bias

2019-05-08 Thread Wuwei Lin via TVM Discuss
The above example after annotation: ``` data || sim_quantize(QINPUT) sim_quantize(QINPUT) || add(bn_bias) | ... / | add ``` data is usually output of previous conv2d. There are duplicated simula

Re: [dmlc/tvm] [RFC] [VTA] [TSIM] Enabling Cycle-Accurate Hardware Simulation for VTA #3009 (#3010)

2019-05-08 Thread Thierry Moreau
Merged #3010 into master. -- You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub: https://github.com/dmlc/tvm/pull/3010#event-2327864904

Re: [dmlc/tvm] [RFC] Frontend layout transformation (#2519)

2019-05-08 Thread Tianqi Chen
As a side note, we can provide a layout transformation pass to do the layout transformation(from NHWC->NCHW, or NCHW4) in relay. -- You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub: https://github.com/dmlc/tvm/issues/2519#issueco

Re: [dmlc/tvm] [RFC] [VTA] [TSIM] Enabling Cycle-Accurate Hardware Simulation for VTA #3009 (#3010)

2019-05-08 Thread Tianqi Chen
@tmoreau89 the ci is now green -- You are receiving this because you are subscribed to this thread. Reply to this email directly or view it on GitHub: https://github.com/dmlc/tvm/pull/3010#issuecomment-490532689