Hari-MathWorks

Performance regression from v1.4 to v2.6

10

# Summary I have benchmarked various standard deep learning networks such as AlexNet, GoogleNet, ResNet50, and MobileNet-V2. I have observed that OneDNN v2.6 performs slower compared with v1.4. # Version...

LSTM kernel performs 1.5x slower for v2.6 compared with v1.4

4

# Summary I have benchmarked LSTM layer using OneDNN for v1.4 and v2.6. I have observed that OneDNN v2.6 performs 1.5x slower compared with v1.4. # Version v2.6 # Environment...

10-aie-dsp-lib-model-composer: Facing compilation errors while generating hardware image for the 10-aie-dsp-lib-model-composer tutorial

3

** Which tutorial are you running? ** I'm running **Designing with the AI Engine DSPLib and Vitis Model Composer**(_https://github.com/Xilinx/Vitis-Tutorials/tree/c2e1a5d0caff6a2ec0bb196d0d807d733f9d0c3d/AI_Engine_Development/Feature_Tutorials/10-aie-dsp-lib-model-composer_) tutorial. ** Describe the issue ** I was successfully ran the...

LeNet AIE tutorial hangs with EN_TRACE=1 option while running on VCK190 hardware

11

Hello Everyone, I'm trying out the 2022.2 version [01-aie_lenet_tutorial](https://github.com/Xilinx/Vitis-Tutorials/tree/2022.2/AI_Engine_Development/Design_Tutorials/01-aie_lenet_tutorial). I was able to build the example and successfully deployed on to the hardware. Thanks for the detailed steps in the...

13-aie-performance-analysis: Facing runtime errors when I try to find the graph latency using 13-aie-performance-analysis

2

**Describe the issue** I was able to successfully run the "**13-aie-performance-analysis**" on both Hardware emulation and actual hardware with out any modifications. But If I use the `event::start_profiling(gr.in, gr.dataout, event::io_stream_start_difference_cycles)`...