Feeding Tensorflow from GPU - Revision history

Oleg: /* For Java */

2020-02-20T18:48:04Z

For Java

← Older revision		Revision as of 18:48, 20 February 2020
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	==For Java==		==For Java==
	Build TF from source ~~for Java~~:		* https://www.tensorflow.org/install/lang_java which leads to a more detailed:
			* https://github.com/tensorflow/tensorflow/blob/master/tensorflow/java/README.md

			In short, to Build TF for Java from source:
	<font size=2>./configure		<font size=2>./configure
	bazel build --config opt \		bazel build --config opt \
	//tensorflow/java:tensorflow \		//tensorflow/java:tensorflow \
	//tensorflow/java:libtensorflow_jni</font>		//tensorflow/java:libtensorflow_jni</font>

2020-02-20T18:45:31Z

← Older revision		Revision as of 18:45, 20 February 2020
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	cd ..		cd ..
	./run_tf_elphel.sh 1</font>		./run_tf_elphel.sh 1</font>

			==For Java==
			Build TF from source for Java:
			<font size=2>./configure
			bazel build --config opt \
			//tensorflow/java:tensorflow \
			//tensorflow/java:libtensorflow_jni</font>

2020-01-15T17:04:08Z

← Older revision		Revision as of 17:04, 15 January 2020
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	'''# update paths paths to the model, labels and the video from tensorflow-object-detection-cpp in fast_od/run_tf.sh'''		'''# update paths paths to the model, labels and the video from tensorflow-object-detection-cpp in fast_od/run_tf.sh'''
	cd ..		cd ..
	./run_tf_elphel.sh 1		./run_tf_elphel.sh 1</font>

	</font>

2020-01-15T17:03:48Z

@@ Line 97: / Line 97: @@
   sudo make install
   sudo ldconfig
   </font>

2020-01-15T01:56:34Z

Setup

← Older revision		Revision as of 01:56, 15 January 2020
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	tensorflow/contrib/makefile/download_dependencies.sh		tensorflow/contrib/makefile/download_dependencies.sh
	./configure		./configure
	# pick all defaults except select '''yes''' for CUDA support		'''# pick all defaults except select '''yes''' for CUDA support'''
	bazel build //tensorflow:libtensorflow_cc.so		bazel build //tensorflow:libtensorflow_cc.so

2020-01-15T01:56:02Z

Setup

← Older revision		Revision as of 01:56, 15 January 2020
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	sudo mkdir /usr/local/tensorflow/lib		sudo mkdir /usr/local/tensorflow/lib
	sudo cp bazel-bin/tensorflow/libtensorflow_*.so /usr/local/tensorflow/lib		sudo cp bazel-bin/tensorflow/libtensorflow_*.so /usr/local/tensorflow/lib
	# extras, not mentioned in the reference guide		'''# extras, not mentioned in the reference guide'''
	sudo cp -r tensorflow/contrib/makefile/downloads/absl/absl /usr/local/tensorflow/include/		sudo cp -r tensorflow/contrib/makefile/downloads/absl/absl /usr/local/tensorflow/include/
	sudo cp -r tensorflow/contrib/makefile/downloads/protobuf/src/google /usr/local/tensorflow/include/		sudo cp -r tensorflow/contrib/makefile/downloads/protobuf/src/google /usr/local/tensorflow/include/
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	sudo apt install libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev		sudo apt install libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev
	sudo apt install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libdc1394-22-dev		sudo apt install python-dev python-numpy libtbb2 libtbb-dev libjpeg-dev libpng-dev libtiff-dev libdc1394-22-dev
	# sudo apt install libjasper-dev # ~~missing~~ in ~~Kubuntu~~ 18.04		# sudo apt install libjasper-dev '''# no such package in 18.04'''

	sudo cp ~/git/tf_cv_cu/fast_od/docker/nvcuvid/dynlink_* /usr/local/cuda/include		sudo cp ~/git/tf_cv_cu/fast_od/docker/nvcuvid/dynlink_* /usr/local/cuda/include

2020-01-15T01:54:07Z

Setup

← Older revision		Revision as of 01:54, 15 January 2020
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	cd ~/git/tf_cv_cu/opencv-3.4.9		cd ~/git/tf_cv_cu/opencv-3.4.9
	mkdir build; cd build		mkdir build; cd build
			'''# haven't tested this line yet. Did from cmake-gui'''
	cmake -D WITH_CUDA=ON \		cmake -D WITH_CUDA=ON \
	-D OPENCV_EXTRA_MODULES_PATH=~/git/tf_cv_cu/opencv_contrib-3.4.9/modules \		-D OPENCV_EXTRA_MODULES_PATH=~/git/tf_cv_cu/opencv_contrib-3.4.9/modules \

2020-01-15T01:47:17Z

Setup

← Older revision		Revision as of 01:47, 15 January 2020
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	sudo cp bazel-bin/tensorflow/* /usr/local/tensorflow/lib		sudo cp bazel-bin/tensorflow/* /usr/local/tensorflow/lib
	sudo ln -sf /usr/local/tensorflow/lib/libtensorflow_framework.so.1.15.0 /usr/local/tensorflow/lib/libtensorflow_framework.so		sudo ln -sf /usr/local/tensorflow/lib/libtensorflow_framework.so.1.15.0 /usr/local/tensorflow/lib/libtensorflow_framework.so

	'''# Build & install OpenCV'''		'''# Build & install OpenCV'''
	sudo apt install libgtkglext1 libgtkglext1-dev		sudo apt install libgtkglext1 libgtkglext1-dev

2020-01-15T01:46:49Z

Setup

@@ Line 55: / Line 55: @@
   bazel build //tensorflow:libtensorflow_cc.so
-  '''# Build OpenCV'''
+ '''# Install TF with headers'''
   sudo apt install libgtkglext1 libgtkglext1-dev
   sudo apt install libgtk2.0-dev pkg-config libavcodec-dev libavformat-dev libswscale-dev

2020-01-15T01:44:29Z

Setup

← Older revision		Revision as of 01:44, 15 January 2020
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	<font size=2>sudo apt install build-essential		<font size=2>sudo apt install build-essential
	sudo apt install git curl		sudo apt install git curl

	mkdir -p ~/git/tf_cv_cu		mkdir -p ~/git/tf_cv_cu
	cd ~/git/tf_cv_cu		cd ~/git/tf_cv_cu