Difference between revisions of "Quad stereo tensorflow eclipse"

Revision as of 12:07, 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 uses

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...