Difference between revisions of "Quad stereo tensorflow eclipse"
From ElphelWiki
(Created page with "==ImageJ plugin== * Install Eclipse * Clone and Import [https://git.elphel.com/Elphel/imagej-elphel imagej-elphel] <font color='tomato'>'''Note: if the project is updated/pull...") |
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* Install Eclipse | * Install Eclipse | ||
* Clone and Import [https://git.elphel.com/Elphel/imagej-elphel imagej-elphel] | * Clone and Import [https://git.elphel.com/Elphel/imagej-elphel imagej-elphel] | ||
| − | <font color=' | + | <font color='red'>'''NOTE: if project is updated/pulled outside Eclipse - might need a manual refresh'''</font> |
| + | * TF version is pulled from pom.xml | ||
| + | * Trained TF model for EO sensors is auto-downloaded - [https://community.elphel.com/files/quad-stereo/ml/trained_model_v1.0.zip trained_model_v1.0.zip] | ||
| + | * Get some image samples, provide paths | ||
| + | * Before running the plugin (Eyesis_Correction), copy imagej options to /home/user/.imagejs/Eyesis_Correction.xml: | ||
| + | <font size='1'> | ||
| + | <?xml version="1.0" encoding="UTF-8"?> | ||
| + | <!DOCTYPE properties SYSTEM "http://java.sun.com/dtd/properties.dtd"> | ||
| + | <properties> | ||
| + | <comment>last updated Thu Sep 08 14:09:47 MDT 2042</comment> | ||
| + | <entry key="ADVANCED_MODE">True</entry> | ||
| + | <entry key="DCT_MODE">True</entry> | ||
| + | <entry key="MODE_3D">False</entry> | ||
| + | <entry key="GPU_MODE">True</entry> | ||
| + | <entry key="LWIR_MODE">True</entry> | ||
| + | </properties> | ||
| + | </font> | ||
| + | * Updaed pom.xml to TF 1.15 - package exists | ||
| + | * Install cuDNN all 3 packages - runtime, dev and docs. Used docs to verify installation - built mnistCUDNN: | ||
| + | https://docs.nvidia.com/deeplearning/sdk/cudnn-install/index.html | ||
| + | * I think TF 1.15 maven package was built for CUDA 10.0 driver, and so it whines when 10.2 is installed. | ||
| + | <font size=1 color=red>2019-12-27 13:05:15.754656: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcudart.so.10.0'; dlerror: libcudart.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.754756: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcublas.so.10.0'; dlerror: libcublas.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.754860: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcufft.so.10.0'; dlerror: libcufft.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.754970: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcurand.so.10.0'; dlerror: libcurand.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.755075: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusolver.so.10.0'; dlerror: libcusolver.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.755178: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusparse.so.10.0'; dlerror: libcusparse.so.10.0: cannot open shared object file: No such file or directory | ||
| + | 2019-12-27 13:05:15.762197: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 | ||
| + | 2019-12-27 13:05:15.762227: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1641] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform. | ||
| + | Skipping registering GPU devices...</font> | ||
Revision as of 12:32, 27 December 2019
ImageJ plugin
- Install Eclipse
- Clone and Import imagej-elphel
NOTE: if project is updated/pulled outside Eclipse - might need a manual refresh
- TF version is pulled from pom.xml
- Trained TF model for EO sensors is auto-downloaded - trained_model_v1.0.zip
- Get some image samples, provide paths
- Before running the plugin (Eyesis_Correction), copy imagej options to /home/user/.imagejs/Eyesis_Correction.xml:
<?xml version="1.0" encoding="UTF-8"?> <!DOCTYPE properties SYSTEM "http://java.sun.com/dtd/properties.dtd"> <properties> <comment>last updated Thu Sep 08 14:09:47 MDT 2042</comment> <entry key="ADVANCED_MODE">True</entry> <entry key="DCT_MODE">True</entry> <entry key="MODE_3D">False</entry> <entry key="GPU_MODE">True</entry> <entry key="LWIR_MODE">True</entry> </properties>
- Updaed pom.xml to TF 1.15 - package exists
- Install cuDNN all 3 packages - runtime, dev and docs. Used docs to verify installation - built mnistCUDNN:
https://docs.nvidia.com/deeplearning/sdk/cudnn-install/index.html
- I think TF 1.15 maven package was built for CUDA 10.0 driver, and so it whines when 10.2 is installed.
2019-12-27 13:05:15.754656: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcudart.so.10.0'; dlerror: libcudart.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.754756: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcublas.so.10.0'; dlerror: libcublas.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.754860: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcufft.so.10.0'; dlerror: libcufft.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.754970: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcurand.so.10.0'; dlerror: libcurand.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.755075: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusolver.so.10.0'; dlerror: libcusolver.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.755178: W tensorflow/stream_executor/platform/default/dso_loader.cc:55] Could not load dynamic library 'libcusparse.so.10.0'; dlerror: libcusparse.so.10.0: cannot open shared object file: No such file or directory 2019-12-27 13:05:15.762197: I tensorflow/stream_executor/platform/default/dso_loader.cc:44] Successfully opened dynamic library libcudnn.so.7 2019-12-27 13:05:15.762227: W tensorflow/core/common_runtime/gpu/gpu_device.cc:1641] Cannot dlopen some GPU libraries. Please make sure the missing libraries mentioned above are installed properly if you would like to use GPU. Follow the guide at https://www.tensorflow.org/install/gpu for how to download and setup the required libraries for your platform. Skipping registering GPU devices...
