Tensorflow with gpu - Revision history

Oleg: /* Tensorflow and OpenCV building notes */

2020-01-08T00:49:15Z

Tensorflow and OpenCV building notes

← Older revision		Revision as of 00:49, 8 January 2020
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	==Tensorflow and OpenCV building notes==		==Tensorflow and OpenCV building notes==
	===~~Targets~~ 1===		===Build 1===
	# TF 1.15.0		# TF 1.15.0
	# CUDA 10.0 and Toolkit and stuff		# CUDA 10.0 and Toolkit and stuff
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	3. ./configure		3. ./configure
	4.		4.

			===Build 2===
			# TF 1.13.1
			# CUDA 10.0 and Toolkit and stuff
			# OpenCV 3.4.9

			====TF 1.13.1====
			* Will build with Bazel 0.21.0 (installed from [https://github.com/bazelbuild/bazel/releases/tag/0.21.0 deb archive])

2020-01-07T23:12:42Z

Notes

← Older revision		Revision as of 23:12, 7 January 2020
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	# Then open a browser:		# Then open a browser:
	'''http://localhost:6006'''</font>		'''http://localhost:6006'''</font>

			==Tensorflow and OpenCV building notes==
			===Targets 1===
			# TF 1.15.0
			# CUDA 10.0 and Toolkit and stuff
			# OpenCV 3.4.9

			====TF 1.15.0====
			* Will build with Bazel 0.25.2 (installed from [https://github.com/bazelbuild/bazel/releases/tag/0.25.2 deb archive])
			* TF - downloaded as [https://github.com/tensorflow/tensorflow/releases/tag/v1.15.0 tensorflow-1.15.0.tar.gz]
			1. Unpack
			2. cd tensorflow-1.15.0
			3. ./configure
			4.

2020-01-07T20:16:25Z

Requirements

2019-12-24T00:39:26Z

Notes

← Older revision		Revision as of 00:39, 24 December 2019
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	* How to run tensorboard from the container:		* How to run tensorboard from the container:
	<font size='2'># from [https://briancaffey.github.io/2017/11/20/using-tensorflow-and-tensor-board-with-docker.html here]		<font size='2'># from [https://briancaffey.github.io/2017/11/20/using-tensorflow-and-tensor-board-with-docker.html here]
	# From the running container's command line (since it was run with 'bash' in the step above):		# From the running container's command line (since it was run with 'bash' in the step above).
			# set a correct --logdir
	root@e9efee9e3fd3:/# '''tensorboard --bind_all --logdir=/app/log.txt''' # remove --bind_all for TF 1.15		root@e9efee9e3fd3:/# '''tensorboard --bind_all --logdir=/app/log.txt''' # remove --bind_all for TF 1.15
	# Then open a browser:		# Then open a browser:
	'''http://localhost:6006'''</font>		'''http://localhost:6006'''</font>

2019-12-24T00:38:07Z

Walkthrough for CUDA 10.2 (Dec 2019)

← Older revision		Revision as of 00:38, 24 December 2019
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	==~~Walkthrough~~ for CUDA 10.2 (Dec 2019)==		==Setup walkthrough for CUDA 10.2 (Dec 2019)==

	===Install CUDA===		===Install CUDA===

2019-12-24T00:02:20Z

nvidia-docker

← Older revision		Revision as of 00:02, 24 December 2019
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	* In the docs it's clear that Docker version 19.03+ should use nvidia-docker2. For Docker of older versions - nvidia-docker v1 should be used.		* In the docs it's clear that Docker version 19.03+ should use nvidia-docker2. For Docker of older versions - nvidia-docker v1 should be used.
	* It's not immediately clear about the '''nvidia-container-runtime'''. nvidia-docker v1 & v2 already ~~register~~ it.		* It's not immediately clear about the '''nvidia-container-runtime'''. nvidia-docker v1 & v2 should have already registered it.

	====Notes====		====Notes====

2019-12-23T22:49:01Z

Docker images

2019-12-23T22:30:47Z

Notes

← Older revision		Revision as of 22:30, 23 December 2019
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	<font size='2'># from [https://briancaffey.github.io/2017/11/20/using-tensorflow-and-tensor-board-with-docker.html here]		<font size='2'># from [https://briancaffey.github.io/2017/11/20/using-tensorflow-and-tensor-board-with-docker.html here]
	# From the running container's command line (since it was run with 'bash' in the step above):		# From the running container's command line (since it was run with 'bash' in the step above):
	root@e9efee9e3fd3:/# '''tensorboard --bind_all --logdir=/app/log.txt'''		root@e9efee9e3fd3:/# '''tensorboard --bind_all --logdir=/app/log.txt''' # remove --bind_all for TF 1.15
	# Then open a browser:		# Then open a browser:
	'''http://localhost:6006'''</font>		'''http://localhost:6006'''</font>

2019-12-23T21:56:37Z

Notes

← Older revision		Revision as of 21:56, 23 December 2019
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	'''--mount type=bind,source="$(pwd)"/target,target=/app \'''		'''--mount type=bind,source="$(pwd)"/target,target=/app \'''
	'''--gpus all \'''		'''--gpus all \'''
	<font color='darkgreen'>'''tensorflow/tensorflow:latest-gpu-py3 \'''~~</font>~~		<font color='darkgreen'>'''tensorflow/tensorflow:latest-gpu-py3</font> \'''
	'''bash'''</font>		'''bash'''</font>

2019-12-23T21:56:20Z

Notes

← Older revision		Revision as of 21:56, 23 December 2019
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	'''--mount type=bind,source="$(pwd)"/target,target=/app \'''		'''--mount type=bind,source="$(pwd)"/target,target=/app \'''
	'''--gpus all \'''		'''--gpus all \'''
	'''tensorflow/tensorflow:latest-gpu-py3 \'''		<font color='darkgreen'>'''tensorflow/tensorflow:latest-gpu-py3 \'''</font>
	'''bash'''</font>		'''bash'''</font>