Oren Bell

Additional support for custom network architectures

3

This fixes 2 issues: one where NetworkRT hardcodes the names of input and output layers (issue #154), and another where it permits use of 2D layers, like fully-connected layers (issue...

NetworkRT doesn't support 2D input and output layers

1

The layers used in the [dataDim_t](https://github.com/ceccocats/tkDNN/blob/b8855b9599e52a51b371e99255063cd6f00fecd7/include/tkDNN/Network.h#L17) struct is naturally 5 dimensional. NetworkRT reduces them to 3 by filling dimensions in with a 1. Eg 1x224x224x3x1. However, calling getBindingDimensions on a...

input_dim doesn't match buffersDIM[0]

3

I built a tensorrt engine with a custom architecture and I'm using the NetworkRT class to simplify inference. In the NetworkRT class, the dimensions of my input_dim are {n=1, c=0,...

Directions to edit cmdline don't work

1

Following these instructions: https://github.com/ros-realtime/reference-system/blob/a25f704735d004ce4149a23fc6eb597184c4b12e/README.md?plain=1#L133-L143 On a Pi 4 running Ubuntu 20.04 will not change the cmdline. Instead, you must edit `/boot/firmware/cmdline.txt` to say zswap.enabled=1 zswap.zpool=z3fold zswap.compressor=zstd dwc_otg.lpm_enable=0 console=tty1 root=LABEL=writable rootfstype=ext4...

These lines reference host.cpp in the wrong directory (should be `../src/host.cpp`) https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L60 https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L132 https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L160 --- Likewise for u250.cfg here https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L162 --- u250_hls.cfg doesn't exist. It should be `../src/u250.cfg` https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L134 https://github.com/Xilinx/Vitis-Tutorials/blob/6cc013da57c88e9aedf09cbcc385a3f78556190f/Getting_Started/Vitis/Part4-data_center.md?plain=1#L161...

Failure to build pa because of missing source file for ninja

6

# System Ubuntu 22.04 # Error ... ninja: Entering directory `out/Default' ninja: error: '../../third_party/libc++/src/src/algorithm.cpp', needed by 'obj/buildtools/third_party/libc++/libc++/algorithm.o', missing and no known rule to make it # Steps to reproduce git...

As mentioned in #17 , the PDF instructions don't reflect the most accurate name of the tutorial to run. The ToolboxLS dependency requires some setup of its own, (modifying a...