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License: GNU General Public License v3.0

Shell 12.37% Prolog 49.56% Dockerfile 38.07%

cuda pytorch conda mkl kde ubuntu vscode firefox ibus deepvac kdenlive konsole docker kubernetes k8s vnc realvnc

mlab's Issues

pytorch: RuntimeError: 1D tensors expected, but got 2D and 2D tensors

错误如下：

>>> t1.dot(t2.t())
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
RuntimeError: 1D tensors expected, but got 2D and 2D tensors

[新功能] 自HomePod 1.0以来pytorch的更新

fd02fc5d715a7647631c5806db736794edc2a52f: Port put_ and take from TH to ATen
4170a6cc24c6867ca6cd48f5581e98a4be89e593: Migrate mode from TH to ATen
6866c033d5aa134a83bc1cb84e3e084a7329167f: [JIT] Add recursive scripting for class type module attributes

pytorch: RuntimeError: 1D tensors expected, but got 2D and 2D tensors

错误如下：

>>> t1.dot(t2.t())
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
RuntimeError: 1D tensors expected, but got 2D and 2D tensors

[调整] 减小MKL静态库的大小

rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/bin
rm -rf /opt/intel/conda_channel
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/benchmarks
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/examples
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/*.so
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_blas*
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_blacs*
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_gf*
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_intel_thread.a
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_pgi_thread.a
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_tbb_thread.a
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_intel_ilp64.a
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_lapack95*
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_cdft_core.a
rm -rf /opt/intel/compilers_and_libraries_2020.4.304/linux/mkl/lib/intel64_lin/libmkl_scalapack*

[调整] HomePod单双击的问题

[新功能]安装最新protobuf

在HomePod上

#dependency
sudo apt-get install autoconf automake libtool curl make g++ unzip

git clone https://github.com/protocolbuffers/protobuf.git
cd protobuf
git submodule update --init --recursive
bash -x ./autogen.sh

./configure
 make
 make check
make install
#refresh shared library cache.
ldconfig

[新功能] 添加F1～F5快捷键

添加F1～F5快捷键

[新功能] xrdp在ubuntu 18.04上可以成功运行，但在ubuntu 20.04上失败了

经过调查，从log上可以看出区别：

# on ubuntu 18.04
xrdp-sesman[57]: (57)(140460571419968)[INFO ] ++ created session (access granted): username gemfield, ip ::ffff:222.128.gemfield:33552 - socket: 11
xrdp-sesman[57]: (57)(140460571419968)[INFO ] starting Xorg session...
xrdp-sesman[57]: (57)(140460571419968)[DEBUG] Closed socket 8 (AF_INET6 :: port 5910)
xrdp-sesman[57]: (57)(140460571419968)[DEBUG] Closed socket 8 (AF_INET6 :: port 6010)
xrdp-sesman[57]: (57)(140460571419968)[DEBUG] Closed socket 8 (AF_INET6 :: port 6210)
xrdp-sesman[57]: (57)(140460571419968)[DEBUG] Closed socket 7 (AF_INET6 ::ffff:127.0.0.1 port 3350)
xrdp[62]: (62)(139675925534528)[INFO ] xrdp_wm_log_msg: login successful for display 10
xrdp[62]: (62)(139675925534528)[INFO ] xrdp_wm_log_msg: login successful for display 10
xrdp-sesman[64]: (64)(140460571419968)[INFO ] calling auth_start_session from pid 64
xrdp[62]: (62)(139675925534528)[DEBUG] xrdp_wm_log_msg: started connecting
xrdp-sesman[64]: pam_unix(xrdp-sesman:session): session opened for user gemfield by (uid=0)
dbus-daemon[10]: [system] Activating service name='org.freedesktop.login1' requested by ':1.5' (uid=0 pid=64 comm="/usr/sbin/xrdp-sesman --nodaemon " label="docker-default (enforce)") (using servicehelper)
New seat seat0.
dbus-daemon[10]: [system] Activating service name='org.freedesktop.systemd1' requested by ':1.6' (uid=0 pid=66 comm="/lib/systemd/systemd-logind " label="docker-default (enforce)") (using servicehelper)
dbus-daemon[10]: [system] Successfully activated service 'org.freedesktop.login1'
dbus-daemon[10]: [system] Activated service 'org.freedesktop.systemd1' failed: Launch helper exited with unknown return code 1


# on ubuntu 20.04
xrdp-sesman[11]: (11)(140645830477376)[INFO ] ++ created session (access granted): username gemfield, ip ::ffff:222.128.gemfield:54766 - socket: 11
xrdp-sesman[11]: (11)(140645830477376)[INFO ] starting Xorg session...
xrdp-sesman[11]: (11)(140645830477376)[DEBUG] Closed socket 8 (AF_INET6 :: port 5910)
xrdp-sesman[11]: (11)(140645830477376)[DEBUG] Closed socket 8 (AF_INET6 :: port 6010)
xrdp-sesman[11]: (11)(140645830477376)[DEBUG] Closed socket 8 (AF_INET6 :: port 6210)
xrdp[37]: (37)(139680321079104)[INFO ] xrdp_wm_log_msg: login successful for display 10
xrdp-sesman[11]: (11)(140645830477376)[DEBUG] Closed socket 7 (AF_INET6 ::ffff:127.0.0.1 port 3350)
xrdp[37]: (37)(139680321079104)[DEBUG] xrdp_wm_log_msg: started connecting
xrdp-sesman[39]: (39)(140645830477376)[INFO ] calling auth_start_session from pid 39
xrdp-sesman[39]: pam_unix(xrdp-sesman:session): session opened for user gemfield by (uid=0)
dbus-daemon[9]: [system] Activating service name='org.freedesktop.login1' requested by ':1.0' (uid=0 pid=39 comm="/usr/sbin/xrdp-sesman --nodaemon " label="docker-default (enforce)") (using servicehelper)
dbus-daemon[9]: [system] Activated service 'org.freedesktop.login1' failed: Launch helper exited with unknown return code 1
xrdp-sesman[39]: pam_systemd(xrdp-sesman:session): Failed to create session: Launch helper exited with unknown return code 1
xrdp-sesman[39]: (39)(140645830477376)[DEBUG] Closed socket 6 (AF_INET6 ::ffff:127.0.0.1 port 3350)
xrdp-sesman[39]: (39)(140645830477376)[DEBUG] Closed socket 7 (AF_INET6 ::ffff:127.0.0.1 port 3350)
......
dbus-daemon[9]: [system] Activating service name='org.freedesktop.login1' requested by ':1.1' (uid=1000 pid=43 comm="/usr/lib/xorg/Xorg :10 -auth .Xauthority -config x" label="docker-default (enforce)") (using servicehelper)
dbus-daemon[9]: [system] Activated service 'org.freedesktop.login1' failed: Launch helper exited with unknown return code 1

可以看到，在ubuntu20.04上，有关于org.freedesktop.login1的dbus错误。

[新功能]为user添加sudo组

usermod -aG sudo gemfield

Defaults        env_reset
Defaults        mail_badpass
Defaults        secure_path="/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin:/snap/bin"

# User privilege specification
root    ALL=(ALL:ALL) ALL
gemfield ALL=(ALL:ALL) ALL
# Members of the admin group may gain root privileges
%admin ALL=(ALL) ALL

# Allow members of group sudo to execute any command
%sudo   ALL=(ALL:ALL) ALL

#includedir /etc/sudoers.d

写/etc/hosts 解析MLab代码服务

HomePod的system settings打开是黑屏

HomePod的system settings打开是黑屏，估计是缺少KDE组件。

[新功能] 添加sftp server

添加sftp server

[新功能] 添加一组基础python包

onnx
onnxruntime
onnx-simplifier
requests
protobuf ?

[新功能] web novnc需要添加鉴权

如此以来可以方便公网用户使用。

[bug] 运行homepod 1.1的时候报错：Error response from daemon: AppArmor enabled on system but the docker-default profile could not be loaded: strconv.Atoi: parsing "file": invalid syntax.

错误如下：

gemfield@ThinkPad-X1C:~$ docker run -it --rm -p 5900:5900 -p 7030:7030 -v /app/gemfield:/app/gemfield -v /home/gemfield/github:/home/gemfield/github gemfield/homepod:1.1 bash
docker: Error response from daemon: AppArmor enabled on system but the docker-default profile could not be loaded: strconv.Atoi: parsing "file": invalid syntax.

MLab HomePod上onnx转TNN报错：ImportError: cannot import name 'optimizer' from 'onnx' (/opt/conda/lib/python3.8/site-packages/onnx/init.py)

转换命令如下（开启了-optimize=1 开关）：

python3 onnx2tnn.py /app/gemfield/onnxmodels/v2.onnx -version=v1.0 -optimize=1 -half=0 -o /app/gemfield/onnxmodels

然后报错：

Traceback (most recent call last):
  File "onnx2tnn.py", line 41, in do_optimize
    import onnx2tnn.onnx_optimizer.onnx_optimizer as opt
ModuleNotFoundError: No module named 'onnx2tnn.onnx_optimizer'; 'onnx2tnn' is not a package

During handling of the above exception, another exception occurred:

Traceback (most recent call last):
  File "onnx2tnn.py", line 148, in <module>
    main()
  File "onnx2tnn.py", line 120, in main
    do_optimize(onnx_net_path, input_shape)
  File "onnx2tnn.py", line 43, in do_optimize
    import onnx_optimizer.onnx_optimizer as opt
  File "/app/gemfield/github/TNN/tools/onnx2tnn/onnx-converter/onnx_optimizer/onnx_optimizer.py", line 8, in <module>
    from onnx import optimizer
ImportError: cannot import name 'optimizer' from 'onnx' (/opt/conda/lib/python3.8/site-packages/onnx/__init__.py)

AI推理部署环境最低要求

宿主机：

x86_64 cpu；
Linux;
8G RAM;
4G CUDA RAM(图灵架构或以上);
nvidia-driver 450+;
docker 19.3+;
NVIDIA Container Toolkit；

每个AI推理能力：

4G CUDA RAM;
4G RAM;
4 cpu cores.

homepod:2.0-pro torch.cuda.is_available return False and throws " Error 804: forward compatibility was attempted on non supported HW "

ENV

显卡型号: GeForce GTX 1650
驱动版本: Driver Version: 460.80
CUDA版本: CUDA Version: 11.3
系统: Ubuntu20.04

ERROR

nvidia-smi ok
import torch; print(torch.cuda.is_available())

/opt/conda/lib/python3.8/site-packages/torch/cuda/__init__.py:52: UserWarning: CUDA initialization: Unexpected error from cudaGetDeviceCount(). Did you run some cuda functions before calling NumCudaDevices() that might have already set an error? Error 804: forward compatibility was attempted on non supported HW (Triggered internally at  /opt/conda/conda-bld/pytorch_1623448278899/work/c10/cuda/CUDAFunctions.cpp:115.)
  return torch._C._cuda_getDeviceCount() > 0
False

Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired

模型推理时被warning信息刷屏：

环境 MLab HomePod 2.0 pro
错误信息：

[W ___torch_mangle_579.py:74] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:115] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:156] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:196] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:228] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:260] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
no text detected
[W ___torch_mangle_579.py:74] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:115] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:156] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:196] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:228] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )
[W ___torch_mangle_579.py:260] Warning: Default upsampling behavior when mode=bilinear is changed to align_corners=False since 0.4.0. Please specify align_corners=True if the old behavior is desired. See the documentation of nn.Upsample for details. (function )

[Bug] vs code 下拉菜单畸变的问题

这个需要等待新版本的vs code

deepvac.datasets 依赖 pycocotools

安装步骤：

pip3 install pycocotools

[新功能] airlock本地文件系统生成的文件自动出现在web页面上。

airlock本地文件系统生成的文件自动出现在web页面上。

[bug] HomePod重启后连接不上内部的代码服务

DNS问题

[bug] HomePod上apt update出现错误：KeyError: 'suite'

错误如下所示：

gemfield@bd0d4c6acd4c:/etc/apt$ sudo apt update
Hit:1 http://dl.google.com/linux/chrome/deb stable InRelease
Hit:2 http://packages.microsoft.com/repos/code stable InRelease                                                      
Hit:3 https://packages.microsoft.com/repos/vscode stable InRelease                                                   
Get:4 http://security.ubuntu.com/ubuntu focal-security InRelease [109 kB]                                            
Hit:5 http://archive.ubuntu.com/ubuntu focal InRelease                                                               
Hit:6 http://ppa.launchpad.net/kdenlive/kdenlive-stable/ubuntu focal InRelease                                       
Hit:7 https://apt.repos.intel.com/mkl all InRelease                                                  
Get:8 http://archive.ubuntu.com/ubuntu focal-updates InRelease [114 kB]                              
Get:9 http://archive.neon.kde.org/user focal InRelease [166 kB]                           
Get:10 http://security.ubuntu.com/ubuntu focal-security/main amd64 DEP-11 Metadata [28.5 kB]        
Get:11 http://archive.ubuntu.com/ubuntu focal-backports InRelease [101 kB]
Get:12 http://security.ubuntu.com/ubuntu focal-security/universe amd64 DEP-11 Metadata [71.3 kB]
Get:13 http://archive.ubuntu.com/ubuntu focal-updates/main amd64 DEP-11 Metadata [365 kB]
Get:14 http://archive.ubuntu.com/ubuntu focal-updates/main DEP-11 64x64 Icons [87.9 kB]
Get:15 http://archive.ubuntu.com/ubuntu focal-updates/universe amd64 DEP-11 Metadata [411 kB]
Get:16 http://archive.ubuntu.com/ubuntu focal-updates/multiverse amd64 DEP-11 Metadata [2,540 B]
Get:17 http://archive.ubuntu.com/ubuntu focal-backports/universe amd64 DEP-11 Metadata [1,765 B]
Fetched 1,457 kB in 4s (386 kB/s)                                              
Traceback (most recent call last):
  File "/usr/lib/cnf-update-db", line 26, in <module>
    col.create(db)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 94, in create
    self._fill_commands(con)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 138, in _fill_commands
    self._parse_single_commands_file(con, fp)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 176, in _parse_single_commands_file
    suite=tagf.section["suite"]
KeyError: 'suite'
Error in sys.excepthook:
Traceback (most recent call last):
  File "/usr/lib/python3/dist-packages/apport_python_hook.py", line 153, in apport_excepthook
    with os.fdopen(os.open(pr_filename,
FileNotFoundError: [Errno 2] No such file or directory: '/var/crash/_usr_lib_cnf-update-db.0.crash'

Original exception was:
Traceback (most recent call last):
  File "/usr/lib/cnf-update-db", line 26, in <module>
    col.create(db)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 94, in create
    self._fill_commands(con)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 138, in _fill_commands
    self._parse_single_commands_file(con, fp)
  File "/usr/lib/python3/dist-packages/CommandNotFound/db/creator.py", line 176, in _parse_single_commands_file
    suite=tagf.section["suite"]
KeyError: 'suite'
Reading package lists... Done

tensorrt runtime has depency on pycuda

Install pycuda with:

pip3 install pycuda

需要安装最新版chrome浏览器

[bug] HomePod上import onnx_coreml出错

>>> import onnx_coreml
WARNING:root:scikit-learn version 0.24.1 is not supported. Minimum required version: 0.17. Maximum required version: 0.19.2. Disabling scikit-learn conversion API.
Traceback (most recent call last):
  File "<stdin>", line 1, in <module>
  File "/opt/conda/lib/python3.8/site-packages/onnx_coreml/__init__.py", line 6, in <module>
    from .converter import convert
  File "/opt/conda/lib/python3.8/site-packages/onnx_coreml/converter.py", line 35, in <module>
    from coremltools.converters.nnssa.coreml.graph_pass.mlmodel_passes import remove_disconnected_layers, transform_conv_crop

有人遇到过这个问题了：onnx/onnx-coreml#585

HomePod的主题风格能否增加macOS大亚瑟

macOS大亚瑟确实比默认的漂亮，但是需要评估下。
此外，登录头像默认设置为DeepVAC LOGO。

[bug] airlock的缩略图问题

不要生成缩略图。

MLab HomdPod 2.1 待添加功能

添加对torch.elastic的支持；
nvidia驱动瞄准ubuntu 20.04 仓库的最新驱动；

k8s不支持xrdp

HomePod 2.0添加了rdp支持，在docker上测试OK，但在k8s集群上无法连接。

coremltools >= 5.0b2 is required while numpy >= 1.20

[新功能] 增加deepvac 1.0

deepvac现在在技术预览版阶段，更新比较频繁，暂时不内置。

HomePod不支持上传本地文件

[新功能] 添加对MNN模型转换的支持

[bug] 新版Chrome（90.0之后）浏览器不支持容器环境运行

为了在容器中运行新版本chrome浏览器，需要加上sandbox参数；然后经过测试发现，加上sandbox参数后chrome浏览器虽然能打开，但是会闪退。

在MLab HomePod 2.0 pro上编译基于pybind11的程序出错

错误信息：

pydeepvac.cpp:37:53: error: no matching function for call to ??pybind11::class_<deepvac::SyszuxVisionTerror>::def(const char [8], <unresolved overloaded function type>)??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1315:13: note: candidate: ??template<class Func, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(const char*, Func&&, const Extra& ...) [with Func = Func; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1315 |     class_ &def(const char *name_, Func&& f, const Extra&... extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1315:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   couldn??t deduce template parameter ??Func??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1333:13: note: candidate: ??template<pybind11::detail::op_id id, pybind11::detail::op_type ot, class L, class R, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(const pybind11::detail::op_<id, ot, L, R>&, const Extra& ...) [with pybind11::detail::op_id id = id; pybind11::detail::op_type ot = ot; L = L; R = R; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1333 |     class_ &def(const detail::op_<id, ot, L, R> &op, const Extra&... extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1333:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   mismatched types ??const pybind11::detail::op_<id, ot, L, R>?? and ??const char [8]??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1345:13: note: candidate: ??template<class ... Args, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(const pybind11::detail::initimpl::constructor<Args ...>&, const Extra& ...) [with Args = {Args ...}; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1345 |     class_ &def(const detail::initimpl::constructor<Args...> &init, const Extra&... extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1345:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   mismatched types ??const pybind11::detail::initimpl::constructor<Args ...>?? and ??const char [8]??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1351:13: note: candidate: ??template<class ... Args, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(const pybind11::detail::initimpl::alias_constructor<Args ...>&, const Extra& ...) [with Args = {Args ...}; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1351 |     class_ &def(const detail::initimpl::alias_constructor<Args...> &init, const Extra&... extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1351:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   mismatched types ??const pybind11::detail::initimpl::alias_constructor<Args ...>?? and ??const char [8]??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1357:13: note: candidate: ??template<class ... Args, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(pybind11::detail::initimpl::factory<Args ...>&&, const Extra& ...) [with Args = {Args ...}; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1357 |     class_ &def(detail::initimpl::factory<Args...> &&init, const Extra&... extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1357:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   mismatched types ??pybind11::detail::initimpl::factory<Args ...>?? and ??const char [8]??
   37 |         .def("process", &SyszuxVisionTerror::process);
      |                                                     ^
In file included from /deepvac/libtorch/include/torch/csrc/utils/pybind.h:7,
                 from /deepvac/libtorch/include/torch/csrc/api/include/torch/python.h:12,
                 from /deepvac/libtorch/include/torch/extension.h:6,
                 from /please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:1:
/deepvac/libtorch/include/pybind11/pybind11.h:1363:13: note: candidate: ??template<class ... Args, class ... Extra> pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >& pybind11::class_< <template-parameter-1-1>, <template-parameter-1-2> >::def(pybind11::detail::initimpl::pickle_factory<Args ...>&&, const Extra& ...) [with Args = {Args ...}; Extra = {Extra ...}; type_ = deepvac::SyszuxVisionTerror; options = {}]??
 1363 |     class_ &def(detail::initimpl::pickle_factory<Args...> &&pf, const Extra &...extra) {
      |             ^~~
/deepvac/libtorch/include/pybind11/pybind11.h:1363:13: note:   template argument deduction/substitution failed:
/please_cd_to/home/gemfield/libdeepvac-face/src/pydeepvac.cpp:37:53: note:   mismatched types ??pybind11::detail::initimpl::pickle_factory<Args ...>?? and ??const char [8]??
   37 |         .def("process", &SyszuxVisionTerror::process);

[新功能] 更新到最新的KDE LTS

参考：https://github.com/KDE/docker-neon/blob/Neon/stable/Dockerfile

[调整] 转换NCNN所需的工具全部内置在HomePod中

从源码编译的过程也固化在Dockerfile中。

[调研] HomePod能否支持中文输入法

按照 https://pinyin.sogou.com/linux/help.php 步骤安装sougou拼音输入法失败

[新功能] 添加对TNN模型转换的支持

HomePod:2.0 和HomePod:2.0-pro的区别

pro在标准版的基础上，增加了一些面向底层开发者的软件包：

boost开发库（libboost-dev libboost-filesystem-dev libboost-program-options-dev libboost-system-dev）；
cuda开发库（pro直接基于nvidia/cuda:devel系列镜像）；
MKL静态库（从intel仓库下载的，用于编译静态libtorch应用）；
pycuda包，tensorrt运行时的依赖；

[新功能] HomePod内无基础的视频播放软件

[优化] 改变pybind11包的安装方式

当前的安装方式为：

apt install python3-pybind11

这个包有如下依赖：

gemfield@ThinkPad-X1C:~$ apt show python3-pybind11
Package: python3-pybind11
Version: 2.5.0-5
Source: pybind11
Origin: Ubuntu
Installed-Size: 610 kB
Depends: python3:any, pybind11-dev (= 2.5.0-5)
Recommends: python3-numpy
Homepage: https://github.com/pybind/pybind11
Download-Size: 113 kB
APT-Manual-Installed: yes
APT-Sources: http://archive.ubuntu.com/ubuntu groovy/universe amd64 Packages
......

导致实际会安装如下3个deb包：

python3-pybind11
pybind11-dev
python3

而这并不是必须的。

其中，python3-pybind11包含的文件如下：

/usr/lib/python3/dist-packages/pybind11-2.5.0.egg-info/dependency_links.txt
/usr/lib/python3/dist-packages/pybind11-2.5.0.egg-info/top_level.txt
/usr/lib/python3/dist-packages/pybind11-2.5.0.egg-info/not-zip-safe
/usr/lib/python3/dist-packages/pybind11-2.5.0.egg-info/PKG-INFO
/usr/lib/python3/dist-packages/pybind11/_version.py
/usr/lib/python3/dist-packages/pybind11/__main__.py
/usr/lib/python3/dist-packages/pybind11/__init__.py
/usr/lib/python3/dist-packages/pybind11/include/pybind11/cast.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/complex.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/buffer_info.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/common.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/operators.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/functional.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/attr.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/pytypes.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/embed.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/eigen.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/stl.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/eval.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/iostream.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/numpy.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/pybind11.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/options.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/chrono.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/stl_bind.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/common.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/typeid.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/internals.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/init.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/descr.h
/usr/lib/python3/dist-packages/pybind11/include/pybind11/detail/class.h

pybind11-dev包含的文件如下：

/usr/lib/cmake/pybind11/pybind11Targets.cmake
/usr/lib/cmake/pybind11/pybind11Tools.cmake
/usr/lib/cmake/pybind11/FindPythonLibsNew.cmake
/usr/lib/cmake/pybind11/pybind11ConfigVersion.cmake
/usr/lib/cmake/pybind11/pybind11Config.cmake
/usr/share/doc/python3-pybind11/copyright
/usr/share/doc/pybind11-dev/copyright
/usr/share/doc/pybind11-dev/changelog.Debian.gz
/usr/include/pybind11/cast.h
/usr/include/pybind11/complex.h
/usr/include/pybind11/buffer_info.h
/usr/include/pybind11/common.h
/usr/include/pybind11/operators.h
/usr/include/pybind11/functional.h
/usr/include/pybind11/attr.h
/usr/include/pybind11/pytypes.h
/usr/include/pybind11/embed.h
/usr/include/pybind11/eigen.h
/usr/include/pybind11/stl.h
/usr/include/pybind11/eval.h
/usr/include/pybind11/iostream.h
/usr/include/pybind11/numpy.h
/usr/include/pybind11/pybind11.h
/usr/include/pybind11/options.h
/usr/include/pybind11/chrono.h
/usr/include/pybind11/stl_bind.h
/usr/include/pybind11/detail/common.h
/usr/include/pybind11/detail/typeid.h
/usr/include/pybind11/detail/internals.h
/usr/include/pybind11/detail/init.h
/usr/include/pybind11/detail/descr.h
/usr/include/pybind11/detail/class.h

[新功能] 添加kubectl客户端

添加kubectl客户端

[新功能] 自MLab HomePod 2.0 pro以来pytorch的更新

0dc40474fe Peter Bell Tue Jul 6 19:05:39 2021 -0700 Migrate glu from the THC to ATen (CUDA) (#61153);备注：glu是GatedLinearUnit；
a69e947ffd Freey0 Wed Jul 7 07:42:49 2021 -0700 avg_pool3d_backward: Port to structured (#59084)
45ce26c397 Xue Haotian Wed Jul 7 12:32:43 2021 -0700 Port isposinf & isneginf kernel to structured kernels (#60633)
baa518e2f6 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add Int32 support for NNAPI (#59365)
cf285d8eea Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::slice NNAPI converter (#59364)
d26372794a Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::detach NNAPI converter (#58543)
0be228dd5f Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::flatten NNAPI converter (#60885)
b297f65b66 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::div NNAPI converter (#58541)
eab18a9a40 Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::to NNAPI converter (#58540)
14d604a13e Akshit Khurana Wed Jul 7 12:37:51 2021 -0700 Add aten::softmax NNAPI converter (#58539)
179b3ab88c Xiao Wang Wed Jul 7 20:45:42 2021 -0700 [cuDNN] Enable cudnn_batchnorm_spatial_persistent for BatchNorm3d channels_last_3d (#59129)

[新功能] 添加faiss

RUN git clone https://github.com/facebookresearch/faiss && \
    cd faiss && \
    mkdir build && \
    cd build && \
    cmake .. && \
    make VERBOSE=1 && \
    make install && \
    cd faiss/python && \
    python setup.py install && \
    cd ../../ && \
    make clean

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