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Cannot deploy pt_pointpillars_nuscenes_40000_64_108G_2.5.zip to KV260 #1116

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ryo-takahashi-1206 opened this issue Dec 20, 2022 · 1 comment

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@ryo-takahashi-1206
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ryo-takahashi-1206 commented Dec 20, 2022

What I want to do:

What I have done so far:

  1. Build xilinx/vitis-ai-gpu:2.5.0.1260
    • Use Vitis-AI.git/docker/docker_build_gpu.sh[469a4b7b]
    • torch==1.10.1 was installed
  2. Extend the above image basically according to pt_pointpillars_nuscenes_40000_64_108G_2.5.zip/README.md
    • Use pt_pointpillars_nuscenes_40000_64_108G_2.5.zip/code/ rather than the upstream open-mmlab/mmdetection3d.git
  3. Run pt_pointpillars_nuscenes_40000_64_108G_2.5.zip/run_quant.sh on the following environment
    • GPU: NVIDIA Tesla V100
    • Driver: 470.141.03
    • CUDA Version: 11.4

What my issue is:

  • Crushed at the end of run_quant.sh (specifically, --dump_xmodel)
    • LLVM ERROR: out of memory can be seen
python code/mmdetection3d/tools/quant.py float/hv_pointpillars_secfpn_sbn-all_4x4_2x_nus-3d_quant.py float/pointpillars-nus.pth --quant_mode test --quant_dir quantized --fast_finetune --dump_xmodel
Dumping xmodel...

[VAIQ_NOTE]: Loading NNDCT kernels...

[VAIQ_NOTE]: Quant config file is empty, use default quant configuration

[VAIQ_NOTE]: Quantization test process start up...

[VAIQ_NOTE]: =>Quant Module is in 'cpu'.

[VAIQ_NOTE]: =>Parsing MVXFasterRCNN_quant...

[VAIQ_NOTE]: Start to trace model...

[VAIQ_NOTE]: Finish tracing.

[VAIQ_NOTE]: Processing ops...

[VAIQ_WARN]: The quantizer recognize new op `index_put_inplace` as a float operator by default.

[VAIQ_WARN]: The quantizer recognize new op `equal` as a float operator by default.

[VAIQ_WARN]: The quantizer recognize new op `stack` as a float operator by default.
                                                                                         
[VAIQ_WARN]: The quantizer recognize new op `select` as a float operator by default.

[VAIQ_WARN]: The quantizer recognize new op `index` as a float operator by default.

[VAIQ_NOTE]: =>Doing weights equalization...

[VAIQ_NOTE]: =>Quantizable module is generated.(quantized/MVXFasterRCNN_quant.py)

[VAIQ_NOTE]: =>Get module with quantization.
                                                                                         
[VAIQ_NOTE]: =>Loading quant model parameters.(quantized/param.pth)                      [                                                  

[VAIQ_NOTE]: =>Converting to xmodel ...

[VAIQ_NOTE]: =>Dumping 'MVXFasterRCNN_quant_0'' checking data...

[VAIQ_WARN]: Only dump first output of multi-output node:'MVXFasterRCNN_quant::MVXFasterRCNN_quant/HardVFE_deploy_trans_input_quant[pts_voxel_encoder]/VFELayer_deploy_quant[vfe_layers]/ModuleList[0]/Max[max]/inputs.3(max)'.

[VAIQ_WARN]: Only dump first output of multi-output node:'MVXFasterRCNN_quant::MVXFasterRCNN_quant/HardVFE_deploy_trans_input_quant[pts_voxel_encoder]/VFELayer_deploy_quant[vfe_layers]/ModuleList[0]/Max[max]/inputs.3(max)'.

[VAIQ_NOTE]: =>Finsh dumping data.(quantized/deploy_check_data_int/MVXFasterRCNN_quant_0)

[VAIQ_NOTE]: =>Dumping 'MVXFasterRCNN_quant_1'' checking data...

[VAIQ_NOTE]: =>Finsh dumping data.(quantized/deploy_check_data_int/MVXFasterRCNN_quant_1)
LLVM ERROR: out of memory
./run_quant.sh: line 47: 10503 Aborted
  • Showing bt from the core dump, I could find abnormal new() happen under libxir.so as below:
    • in this sense, LLVM ERROR: out of memory is reasonable
#0  0x00007f7dadc2ae87 in raise () from /lib/x86_64-linux-gnu/libc.so.6
#1  0x00007f7dadc2c7f1 in abort () from /lib/x86_64-linux-gnu/libc.so.6
#2  0x00007f7be6a68088 in llvm::report_bad_alloc_error(char const*, bool) ()
  from /home/vitis-ai-user/.local/lib/python3.7/site-packages/llvmlite/binding/libllvmlite.so
#3  0x00007f7da9f0bb97 in operator new (sz=140173364611777) at ../../../../libstdc++-v3/libsupc++/new_op.cc:55
#4  0x00007f7da9f6126f in std::__new_allocator<char>::allocate (this=<optimized out>, __n=<optimized out>)
   at /home/conda/feedstock_root/build_artifacts/gcc_compilers_1652324151713/work/build/x86_64-conda-linux-gnu/libstdc++-v3/src/c++11/alloc_traits.h:112
#5  std::allocator_traits<std::allocator<char> >::allocate (
   __a=<error reading variable: dwarf2_find_location_expression: Corrupted DWARF expression.>, __n=<optimized out>)
   at /home/conda/feedstock_root/build_artifacts/gcc_compilers_1652324151713/work/build/x86_64-conda-linux-gnu/libstdc++-v3/src/c++11/basic_string.tcc:464
#6  std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >::_M_create (this=this@entry=0x7fff0b8e3800,
   __capacity=__capacity@entry=@0x7fff0b8e3288: 140173364611776, __old_capacity=<optimized out>)
   at /home/conda/feedstock_root/build_artifacts/gcc_compilers_1652324151713/work/build/x86_64-conda-linux-gnu/libstdc++-v3/src/c++11/basic_string.h:155
#7  0x00007f7da9f61472 in std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >::_M_assign (this=0x7fff0b8e3800,
   __str=...)
   at /home/conda/feedstock_root/build_artifacts/gcc_compilers_1652324151713/work/build/x86_64-conda-linux-gnu/libstdc++-v3/src/c++11/char_traits.h:1132
#8  0x00007f7c14e28d56 in std::__detail::_Compiler<std::__cxx11::regex_traits<char> >::_M_atom() ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#9  0x00007f7c14e29279 in std::__detail::_Compiler<std::__cxx11::regex_traits<char> >::_M_alternative() ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#10 0x00007f7c14e294cd in std::__detail::_Compiler<std::__cxx11::regex_traits<char> >::_M_disjunction() ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#11 0x00007f7c14e29c26 in std::__detail::_Compiler<std::__cxx11::regex_traits<char> >::_Compiler(char const*, char const*, std::locale const&, std::regex_constants::syntax_option_type) () from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#12 0x00007f7c14e2a602 in xir::DataType::DataType(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&) ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#13 0x00007f7c14e67cc4 in xir::OpImp::create_output_tensor_(xir::DataType const&) ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#14 0x00007f7c14e6fa36 in xir::OpImp::OpImp(void*, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::unique_ptr<xir::Attrs, std::default_delete<xir::Attrs> >, std::map<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::vector<xir::Op*, std::allocator<xir::Op*> >, std::less<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::allocator<std::pair<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const, std::vector<xir::Op*, std::allocator<xir::Op*> > > > > const&, std::unique_ptr<xir::Tensor, std::default_delete<xir::Tensor> >, xir::GraphImp*, xir::DataType const&) ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#15 0x00007f7c14eb67fd in xir::GraphImp::add_op(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::unique_ptr<xir::Attrs, std::default_delete<xir::Attrs> >, std::map<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::vector<xir::Op*, std::allocator<xir::Op*> >, std::less<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::allocator<std::pair<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const, std::vector<xir::Op*, std::allocator<xir::Op*> > > > > const&, xir::DataType const&, xir::Subgraph*) () from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#16 0x00007f7c14eafbc9 in xir::GraphImp::add_op(std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const&, std::unique_ptr<xir::Attrs, std::default_delete<xir::Attrs> >, std::map<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> >, std::vector<xir::Op*, std::allocator<xir::Op*> >, std::less<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > >, std::allocator<std::pair<std::__cxx11::basic_string<char, std::char_traits<char>, std::allocator<char> > const, std::vector<xir::Op*, std::allocator<xir::Op*> > > > > const&, xir::Subgraph*) ()
  from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/../../libxir.so.2
#17 0x00007f7d73ff661a in ?? () from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/xir.cpython-37m-x86_64-linux-gnu.so
#18 0x00007f7d73fc7b97 in ?? () from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/xir.cpython-37m-x86_64-linux-gnu.so
#19 0x00007f7d74000c99 in ?? () from /opt/vitis_ai/conda/envs/vitis-ai-pytorch/lib/python3.7/site-packages/xir.cpython-37m-x86_64-linux-gnu.so
#20 0x000055f9932ad107 in _PyMethodDef_RawFastCallKeywords ()
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Objects/call.c:693
#21 0x000055f9932ad296 in _PyCFunction_FastCallKeywords (func=0x7f7d742cb870, args=<optimized out>, nargs=<optimized out>,
   kwnames=<optimized out>) at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Objects/call.c:732
#22 0x000055f9932ae269 in call_function () at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:4619
#23 0x000055f993324cba in _PyEval_EvalFrameDefault ()
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:3093
#24 0x000055f9932ab1d4 in PyEval_EvalFrameEx (throwflag=0, f=0x7f7bd7f74b30)
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:544
#25 function_code_fastcall (globals=0x7f7c1440b1e0, nargs=<optimized out>, args=<optimized out>, co=<optimized out>)
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Objects/call.c:283
#26 _PyFunction_FastCallKeywords () at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Objects/call.c:408
#27 0x000055f9932ae0d8 in call_function () at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:4616
#28 0x000055f9933208f1 in _PyEval_EvalFrameDefault ()
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:3110
#29 0x000055f993264ea2 in PyEval_EvalFrameEx (throwflag=0, f=0x7f7bdd3b3430)
   at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:3930
#30 _PyEval_EvalCodeWithName () at /home/conda/feedstock_root/build_artifacts/python_1635226054942/work/Python/ceval.c:3930

What I feel suspicious about:

  • My auto-generated MVXFasterRCNN_quant.py is slightly different from the archived pt_pointpillars_nuscenes_40000_64_108G_2.5.zip/quantized/MVXFasterRCNN_quant.py
    • archived: seems like 2D
      self.output_module_12 = self.module_12(end=[2147483647,2147483647], input=self.output_module_2, step=[1,1], start=[0,0])
    • my artifact: seems like 1D
      output_module_14 = self.module_14(input=output_module_3, dim=[1], start=[0], end=[9223372036854775807], step=[1])
    • This difference could lead to abnormal new() like above ?

I'm sorry if my trouble is a very basic matter.
I would greatly appreciate any advice the community members could give me.

@ryo-takahashi-1206
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I found the above LLVM ERROR: out of memory happened during a runtime compilation of std::regex in src/Vitis-AI-Runtime/VART/xir/src/xir/util/data_type.cpp. As a result of eliminating std::regex in this file, I could confirmed the same error didn't happen again. I close this issue. I'd appreciate you if someone would bring more elegant solution into the upstream.

janifer112x added a commit that referenced this issue Jun 29, 2023
* [wego][examples] update release examples for vai-3.5 release. (#1025)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [examples][wego-tf2.x] remove erfnet from wego-tf2.x examples. (#1026)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [examples][wego_tf2.x] remove link for erfnet since it's not avaliable in vai-3.5 release. (#1027)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* vai3.5 src update (#1028)

Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>

* vai3.5 examples update (#1029)

Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>

* vai3.5 board_setup update (#1030)

Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>

* update links in README_DPUCVDX8G.md (#1031)

Co-authored-by: xlinyang <xlinyang@xilinx.com>

* [wego] add examples for pytorch 2.0 preview. (#1033)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* Initial prototype of Github.IO documentation (#1034)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

Co-authored-by: Rhind <arhind@amd.com>

* [fix] fix some build issue (#1032)

Co-authored-by: shili <lishi@xilinx.com>

* [fix] sync last 3 commit in vitis-ai-library (#1035)

Co-authored-by: shili <lishi@xilinx.com>

* [fix] python version 3.9->3.10 in op_reg.sh (#1037)

* [fix] python version 3.9->3.10 in op_reg.sh

* [fix] update some readme

Co-authored-by: shili <lishi@xilinx.com>

* [wego][fix] fix typos for wego pt2.0 preview example. (#1038)

sync-up info: https://gitenterprise.xilinx.com/VitisAI/wego-release-examples/commit/a67a6a7580464c791da481c2125408616914dde6

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* update vai 3.5 docker related (#1040)

* update vai 3.5 docker related

* update rocm installation section

* update rocm installation section

* update rocm installation section

Co-authored-by: qiuyuny <qiuyuny@xilinx.com>

* [wego][improvment] tune parameters for wego zendnn examples for better performance. (#1042)

sync-up: https://gitenterprise.xilinx.com/VitisAI/wego-release-examples/commit/35f89cc8b372b5a54ca0a3e1e6e6333029092776

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [fix] update xmodel (#1041)

* [fix] update xmodel

* [fix] remove ocr samples

Co-authored-by: shili <lishi@xilinx.com>

* [wego] update pytorch examples with onboard support. (#1043)

This new feature is implemented by @hao Zhuan, please refer to MR: https://gitenterprise.xilinx.com/VitisAI/wego-release-examples/pull/10 for more details.

Co-authored-by: Hao Zhuan <haoz@xilinx.com>

* update driver version for nvidia GPU docker requirements

* add v70 setup flow and delete vck5000 setup folder

* update vai_library samples

* update vai_runtime examples

* add Transformer examples link

* update vai_library samples about  V70

* update vai_runtime samples download link

* add vck5000 board setup link

* add OnBoard example

* [onboard]demo format fix

* [onboard]tiny format fix

* add board_setup_v70.rst for bash

* [fix] update readme (#1050)

* [fix] update readme

* [fix] multitaskv3 <->  multitask_v3 name change

Co-authored-by: shili <lishi@xilinx.com>

* Vai 3.5 update (#1052)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>

* update onnx runtime installation and link error fix (#1053)

Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>

* update README_DPUCV2DX8G.md (#1054)

* update pytorch quantizer code to 3.5 (#1055)

Co-authored-by: niuxj <niuxj@xilinx.com>

* update Setup V70 Accelerator Card link

* update model.yaml

* update the model name

* [wego][fix] fix issue fired in jira: https://jira.xilinx.com/browse/VAI-2927?src=confmacro (#1058)

sync-up: https://gitenterprise.xilinx.com/VitisAI/wego-release-examples/commit/c2305da0ddc714c0e248e9d5252cd7359dc60982

Co-authored-by: Xie, ChuanLiang <ChuanLiang.Xie@amd.com>
Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [vai_library][apps] update vek280 demos (#1059)

* update OnBoard model path name

* [fix] update unet2d readme (#1061)

Co-authored-by: shili <lishi@xilinx.com>

* [wego][fix] fix issue fired in jira:  https://jira.xilinx.com/browse/VAI-2926 (#1062)

Sync-up: https://gitenterprise.xilinx.com/VitisAI/wego-release-examples/commit/9e570fa4be75c87cf8a67e41277cabdcd3986878

Co-authored-by: Sen Wang <Sen.Wang1@amd.com>

* Add vai_optimizer

* update modelzoo readme

* update readme (#1039)

* update readme

* fix

* update OnBoard readme

* [fix] update yolov578 readme (#1065)

Co-authored-by: shili <lishi@xilinx.com>

* update v70 quick start steps

* update the vck5000 and v70 quick start steps

* update for 3.5 release

* update V70 setup link

* update the V70 DPU xclbin config

* [fix] fix readme for accuracy test (#1069)

Co-authored-by: shili <lishi@xilinx.com>

* [wego][fix] remove stackoverflow link to avoid legal issue. (#1070)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [fix] avoid onnx sample accuracy hang (#1072)

Co-authored-by: shili <lishi@xilinx.com>

* Update README.md

* Delete README.md.old

* [fix] onnx model poinptillars readme update; dynamic batch support update (#1074)

Co-authored-by: shili <lishi@xilinx.com>

* Update release_notes.rst: add Optimizer and PyTorch CNN quantizer

* [fix] vai_profiler README was moved to github.io (#1076)

Co-authored-by: LiYunzhi <liyunzhi@xilinx.com>

* Vai 3.5 update (#1075)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>

* Update release_notes.rst

* [fix] port coverity fix from VaiLib (#1077)

* [fix] port coverity fix from VaiLib

* [fix]  remove useless url in comments

Co-authored-by: shili <lishi@xilinx.com>

* update release_notes and vek280 board setup (#1078)

* update model list

* update OnBoard readme

* update v70 link

* update onboard link

* update AIlibrary sample link

* update vai runtime link

* update v70 setup link

* Update LICENSE (#1073)

* Update LICENSE

* Update LICENSE

* [Example][OnBoard]license updated

* [examples][vai_library] update vek280 4video demo (#1081)

* [optimizer] Add license header to tf2 mnist example

* Vai 3.5 update (#1084)

* [vai_q_tensorflow1.x] remove 3.0 folder

* [vai_q_tensorflow1.x] add 3.5 folder, from dev and 3.5 branch commit 4f8667a

* [vai_q_tensorflow2.x] remove 3.0 folder

* [vai_q_tensorflow2.x] add 3.5 folder, from dev and 3.5 branch commit f8021be

* Add vai_q_onnx (#1083)

* Vai 3.5 update recipes (#1082)

* src:vai_petalinux_recipes update recipes-vitis-ai to 3.5

1. update recipes-vitis-ai to 3.5
2. add recipes-devtools and recipes-support for vai35

* src:vai_petalinux_recipes update bsp.cfg for vaitracer

* Update README.md

* add custom op V70 compiled model

* add apu install command

* [fix]  coverity fix: port from VaiLib (#1087)

Co-authored-by: shili <lishi@xilinx.com>

* Additional 3.5 updates (#1085)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Remove historic ONNX runtime EP docs

* Update custom_target.rst

* Update custom_target.rst

* Fix v70.rst formatting

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>

* [fix][yolov8] fix yolov8 run error with large image (#1088)

* Vai 3.5 update add tensorflow-onnx (#1090)

* [vai_q_tensorflow1.x] remove 3.0 folder

* [vai_q_tensorflow1.x] add 3.5 folder, from dev and 3.5 branch commit 4f8667a

* [vai_q_tensorflow2.x] remove 3.0 folder

* [vai_q_tensorflow2.x] add 3.5 folder, from dev and 3.5 branch commit f8021be

* [tensorflow-onnx] open source for 3.5, from dev and 3.5 branch commit 78637ee

* [doc][xv2] updated for xv2 changelog (#1095)

* add XNNC (#1092)

Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>

* [feat] add examples for vai_q_tensorflow2 (#1091)

new file:   __init__.py
 	new file:   candidate_layer_quantize.py
 	new file:   custom_quantize_strategy.json
 	new file:   export_onnx.py
 	new file:   fashion_mnist_bfp/main.py
 	new file:   fashion_mnist_bfp/net.py
 	new file:   fashion_mnist_bfp/run.sh
 	new file:   mnist_cnn_convert_datatype.py
 	new file:   mnist_cnn_inspect.py
 	new file:   mnist_cnn_ptq.py
 	new file:   mnist_cnn_ptq_config_quantize_strategy.py
 	new file:   mnist_cnn_ptq_custom_layer.py
 	new file:   mnist_cnn_ptq_fs.py
 	new file:   mnist_cnn_ptq_gpu.py
 	new file:   mnist_cnn_ptq_mix_precision.py
 	new file:   mnist_cnn_ptq_unsigned_quantize.py
 	new file:   mnist_cnn_qat.py
 	new file:   mnist_cnn_quantize_with_xcompiler.py
 	new file:   my_quantize_strategy.json
 	new file:   transformers_bert_qa/code/run_qa.py
 	new file:   transformers_bert_qa/code/run_qa_quantize.py
 	new file:   transformers_bert_qa/code/utils_qa.py
 	new file:   transformers_bert_qa/readme.md
 	new file:   transformers_bert_qa/requirements.txt
 	new file:   transformers_bert_qa/run_eval.sh
 	new file:   transformers_bert_qa/run_qatrain.sh
 	new file:   transformers_bert_qa/run_quantize.sh
 	new file:   transformers_bert_qa/run_quantize_eval.sh
 	new file:   transformers_bert_qa/run_train.sh

Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>

* Vai 3.5 update (#1093)

* [bugfix]:fix the tf1 onnx output format error

* [bugfix]: fix the link in the file

* [bugfix]:fix the numpy and onnx version in requirements.txt and setup.py

* [bugfix]: fix the convert datatype & float scale quantizer model convert to onnx output format

Co-authored-by: Jiangyong Ren <jiangyon@amd.com>

* [wego][fix] update the instructions for VCK5000

* [WeGO][Fix]: Fix the computing formula of FPS

* [feat]initially add vai_benchmark tool (#1099)

* [feat]initial add vai_benchmark tool

* remove author name and update README

* [fix]add License

Co-authored-by: Yanjun Zhang <yanjunz@xilinx.com>

* add recipes for vai-benchmark

* release_notes.rst: update PyTorch CNN quantizer

* sync vai_q_pytorch 3.5 code (#1100)

Co-authored-by: niuxj <niuxj@xilinx.com>

* update docker recipe for 3.5 release (#1101)

Co-authored-by: qiuyuny <qiuyuny@xilinx.com>

* Vai 3.5 update (#1103)

* [bugfix]:fix the tf1 onnx output format error

* [bugfix]: fix the link in the file

* [bugfix]:fix the numpy and onnx version in requirements.txt and setup.py

* [bugfix]: fix the convert datatype & float scale quantizer model convert to onnx output format

* [bugfix]:fix the bias_node should be biasadd_node

* [bugfix] modify usage of README.md

Co-authored-by: Jiangyong Ren <jiangyon@amd.com>

* [examples][vai_q_tensorflow] add tf1 quantizer examples (#1102)

* add XNNC

* [examples][vai_q_tensorflow] add tf1 quantizer examples

Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>

* update model list

* update model list

* [fix] synchronize code from Vitis-AI-Library (#1108)

Co-authored-by: shili <lishi@xilinx.com>

* remove some repo from permissive License list

* update recipes-vitis-ai with vitis-staging mirror

* recipe of protobuf static lib: clean

* [fix] Recover vai profiler files (#1111)

Co-authored-by: jileil <jilei.liu@xilinx.com>

* delete src/vai_petalinux_recipes/recipes-devtools/

* update recipes for kernel

* update recipe for kernel

* Update vai_petalinux_recipes README

* Update vai_petalinux_recip README

* update vai_petalinux_recipes README

* update vai_petalinux_recipes README

* Update vai_petalinux_recipes xir: not use protobuf static

* [feat]add vai_benchmark description (#1112)

Co-authored-by: Yanjun Zhang <yanjunz@xilinx.com>

* [fix] update vek280 model yaml (#1116)

Co-authored-by: shili <lishi@xilinx.com>

* Adjust vai_petalinux recipes structure

* rename vai-benchmark.bb to vai-benchmark_3.5.bb

* Vai 3.5 update (#1117)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Remove historic ONNX runtime EP docs

* Update custom_target.rst

* Update custom_target.rst

* Fix v70.rst formatting

* Update VEK280 Quickstart, Linux kernel version listings

* Update VEK280 Quickstart, Linux kernel version listings

* VEK280 + V70 Quickstarts

* Updates to V70 and Model Zoo

* Add Wallace.jpg

* Merge changes across all Quickstarts

* update for v70 quick start

* Minor updates to Quickstarts

* Editorial updates for 3.5 release

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>
Co-authored-by: suzhan <zhans@xilinx.com>

* [wego] remove yolov5 PTQ example due to AGPL license issue. (#1118)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* [fix][vai_library] remove yolov8 onnx example (#1120)

* [fix] add 'examples' in default EXAMPLE_PATH (#1121)

Co-authored-by: Yanjun Zhang <yanjunz@xilinx.com>

* [fix] Correct vaitrace run path (#1119)

Co-authored-by: jileil <jilei.liu@xilinx.com>

* [fix] readme update due to issues from email (#1122)

Co-authored-by: shili <lishi@xilinx.com>

* [bugfix]:fix the pruned RCAN model quantization (#1107)

* [bugfix]:fix the pruned RCAN model quantization

* [vai_q_tensorflow][examples] add tf1 quantizer ptq example

Co-authored-by: Jiangyong Ren <jiangyon@amd.com>

* Update onnx version in requirements.txt and update the example (#1110)

* Add vai_q_onnx

* Update onnx version and example

* Update onnx version and example

* [examples][vai_q_tensorflow2] update README.md and example (#1115)

Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>

* src/vai_petalinux_recipes/README.md: add packages version info

* src/vai_petalinux_recipes/README.md: fix info

* src/vai_petalinux_recipes/README.md: update

* update model.yaml

* remove vx2602 and ve2202 (#1123)

* Update release_notes.rst

* Vai 3.5 update (#1124)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Remove historic ONNX runtime EP docs

* Update custom_target.rst

* Update custom_target.rst

* Fix v70.rst formatting

* Update VEK280 Quickstart, Linux kernel version listings

* Update VEK280 Quickstart, Linux kernel version listings

* VEK280 + V70 Quickstarts

* Updates to V70 and Model Zoo

* Add Wallace.jpg

* Merge changes across all Quickstarts

* update for v70 quick start

* Minor updates to Quickstarts

* Editorial updates for 3.5 release

* update v70 quickstart command

* update v70 quickstart command

* Update Linux Devicetree docs

* Add Linux CMA Topic

* WSL Docker Links Added

* Doxygen and DPU nomenclature updates

* Update Online Install

* update v70 quick start command

* Minor edits to Library online install

* Remove VE2202/2602 from release notes

* Fix Alveo V70 image

* Fix Alveo targets discontinued statement

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>
Co-authored-by: suzhan <zhans@xilinx.com>

* sync vaiq pytorch code and correct example directory (#1125)

Co-authored-by: niuxj <niuxj@xilinx.com>

* delete board_setup_v70.rst

* [wego] add release notes for wego part. (#1127)

Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>

* update release note about V70 vitis version

* Update src/vai_petalinux_recipes/README.md

* Vai 3.5 update (#1129)

* add XNNC

* fix bugs in example and change default onnx_opset_version from 11 to 13

Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>

* Vai 3.5 update (#1130)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Remove historic ONNX runtime EP docs

* Update custom_target.rst

* Update custom_target.rst

* Fix v70.rst formatting

* Update VEK280 Quickstart, Linux kernel version listings

* Update VEK280 Quickstart, Linux kernel version listings

* VEK280 + V70 Quickstarts

* Updates to V70 and Model Zoo

* Add Wallace.jpg

* Merge changes across all Quickstarts

* update for v70 quick start

* Minor updates to Quickstarts

* Editorial updates for 3.5 release

* update v70 quickstart command

* update v70 quickstart command

* Update Linux Devicetree docs

* Add Linux CMA Topic

* WSL Docker Links Added

* Doxygen and DPU nomenclature updates

* Update Online Install

* update v70 quick start command

* Minor edits to Library online install

* Remove VE2202/2602 from release notes

* Fix Alveo V70 image

* Fix Alveo targets discontinued statement

* Update Online Library Install

* Update Online Library Install

* Correct dumb number mistake

* Correct dumb number mistake

* Clean HTML build

* Additional Editorial Changes

* Restructure index.rst, convert VEK280 ref design to RST

* Update Model Zoo to 3.5

* Fix minor formatting errors

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>
Co-authored-by: suzhan <zhans@xilinx.com>

* vai 3.5 release (#1131)

Co-authored-by: qiuyuny <qiuyuny@xilinx.com>

* remove invalid links

* [Release][bugfix]change v70 setup url to rel path (#1133)

* update vart source to the latest (#1134)

Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>

* Final updates for 3.5 public release (#1136)

* Update ONNX Runtime docs, dpu/README.md

* Fix model_zoo/README.md Github.IO link, update Zoo license link in HTML docs

* Fix Docker image naming convention and run commands

* Fix Docker image naming convention and run commands

* Update CUDA container test to align with release CUDA version

* Fix Docker image naming convention and run commands

* Fix broken Model Zoo license agreement link

* Minor text updates to workflow HTML

* Further optimization of install instructions

* Further optimization of install instructions

* Correct Model Zoo links in board_setup

* Consolidate install_docker into install

* Correct spelling mistake

* Minor text updates to workflow

* Minor text updates to workflow-model-zoo

* Further updates to install instructions

* Further updates to install instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Cleanup VCK5000 setup instructions

* Revise Alveo support, board_setup docs, Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Revise Alveo support / unify board_setup docs / update Model Zoo readme

* Fix Model Zoo downloader.py typo

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Add Github.IO 404.html page

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix VCK5000 board_setup doc error

* Fix broken workflow link

* Add V70 DPU description

* Add V70 DPU description

* Fix broken third-party link

* Update EDD2020 dataset link

* Updates for TOCTree structure

* Major revisions to 3.0 docs

* Rebrand quickstarts

* Fix release notes links:

* Initial 3.5 doc changes

* Initial changes for 3.5 docs

* Initial Doxygen integration test

* Fixed Command in Install.rst

* Fixed quickstart optimization links

* Fixed quickstart optimization links

* Update VAI_IDE.PNG

* Delete VAI_IDE.PNG

* Updated VAI_IDE.PNG

* Merging Mpsoc quick start and setting up the target

* MPSOC Quick Start Upload Test

* Updated to new AMD theme

* Update Sphinx theme

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* Updates to MPSoC quickstart

* MPSOC Changes

* New MPSOC + Quentons Changes

* Remove Chapter 8 reference

* Merging 3.0 changes to 3.5

* Fixed table format

* Minor updates

* Fixed MPSOC.rst

* Various 3.5 documentation updates

* Various 3.5 documentation updates

* First pass V70 quickstart

* GithubIO & repo updates for 3.5

* Remove RNN quantizer and Transformer references

* Updated to remove legal keywords

* Update V70 Quickstart, remove VCK5000 doc

* Synced latest changes

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Update Github to GithubIO inter-linkage

* Remove historic ONNX runtime EP docs

* Update custom_target.rst

* Update custom_target.rst

* Fix v70.rst formatting

* Update VEK280 Quickstart, Linux kernel version listings

* Update VEK280 Quickstart, Linux kernel version listings

* VEK280 + V70 Quickstarts

* Updates to V70 and Model Zoo

* Add Wallace.jpg

* Merge changes across all Quickstarts

* update for v70 quick start

* Minor updates to Quickstarts

* Editorial updates for 3.5 release

* update v70 quickstart command

* update v70 quickstart command

* Update Linux Devicetree docs

* Add Linux CMA Topic

* WSL Docker Links Added

* Doxygen and DPU nomenclature updates

* Update Online Install

* update v70 quick start command

* Minor edits to Library online install

* Remove VE2202/2602 from release notes

* Fix Alveo V70 image

* Fix Alveo targets discontinued statement

* Update Online Library Install

* Update Online Library Install

* Correct dumb number mistake

* Correct dumb number mistake

* Clean HTML build

* Additional Editorial Changes

* Restructure index.rst, convert VEK280 ref design to RST

* Update Model Zoo to 3.5

* Fix minor formatting errors

* Updates to Linux CMA, Release Notes, etc

* Update VEK280 notes

* new vek280 graphic, format fixing, resnet50_pt-=> resnet50 for example

Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>
Co-authored-by: suzhan <zhans@xilinx.com>

* [fix] fix tf2_2dunet yaml (#1139)

Co-authored-by: shili <lishi@xilinx.com>

Co-authored-by: Tianping Li <tianping.li@xilinx.com>
Co-authored-by: Tianping Li <tianping@xcogpuvai02.xilinx.com>
Co-authored-by: Qiang Lin <qiang.lin@xilinx.com>
Co-authored-by: qianglin-xlnx <linqiang@xilinx.com>
Co-authored-by: Xinlin Yang <xinlin.yang@xilinx.com>
Co-authored-by: xlinyang <xlinyang@xilinx.com>
Co-authored-by: Quenton Hall <quentonh@amd.com>
Co-authored-by: Rhind <arhind@amd.com>
Co-authored-by: Li Shi <li.shi@xilinx.com>
Co-authored-by: shili <lishi@xilinx.com>
Co-authored-by: qiuyuny <qiuyuny@xilinx.com>
Co-authored-by: Hao Zhuan <haoz@xilinx.com>
Co-authored-by: suzhan <zhans@xilinx.com>
Co-authored-by: Zhan Su <zhan.su@amd.com>
Co-authored-by: Aidan Rhind <aidan.rhind@xilinx.com>
Co-authored-by: Peiyue Han <allanhan@xilinx.com>
Co-authored-by: Xinjun Niu <xinjun.niu@xilinx.com>
Co-authored-by: niuxj <niuxj@xilinx.com>
Co-authored-by: wangxd <wangxd@xilinx.com>
Co-authored-by: Xie, ChuanLiang <ChuanLiang.Xie@amd.com>
Co-authored-by: Yu Zhou <yu.zhou@xilinx.com>
Co-authored-by: Sen Wang <Sen.Wang1@amd.com>
Co-authored-by: yuwang <yu.w@amd.com>
Co-authored-by: Runfeng Wang <runfeng.wang@xilinx.com>
Co-authored-by: Xiaodong Wang <xiaodong.wang@xilinx.com>
Co-authored-by: Yunzhi Li <yunzhi.li@xilinx.com>
Co-authored-by: LiYunzhi <liyunzhi@xilinx.com>
Co-authored-by: GengXin Wu <gengxin.wu@xilinx.com>
Co-authored-by: Chao Li <chao.li@xilinx.com>
Co-authored-by: Yangyang Liang <ylia@xilinx.com>
Co-authored-by: Jason Jia <xijie.jia@xilinx.com>
Co-authored-by: Zhenzhen Ding <zhenzhen.ding@amd.com>
Co-authored-by: Zhenzhen Ding <zhenzhen.ding@xilinx.com>
Co-authored-by: Jiangyong Ren <jiangyong.ren@amd.com>
Co-authored-by: Jiangyong Ren <jiangyon@amd.com>
Co-authored-by: chuanliang <chuanlia@xilinx.com>
Co-authored-by: chaow <chaow@amd.com>
Co-authored-by: Yanjun Zhang <yanjun.zhang@xilinx.com>
Co-authored-by: Yanjun Zhang <yanjunz@xilinx.com>
Co-authored-by: Tianfang Meng <tianfang@amd.com>
Co-authored-by: jianxuw <jianxuw@amd.com>
Co-authored-by: JiLei Liu <jilei.liu@amd.com>
Co-authored-by: jileil <jilei.liu@xilinx.com>
Co-authored-by: Hao Zhuan <hao.zhuan@xilinx.com>
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