revilokeb
revilokeb
/ cuda7.5_on_fresh_ubuntu_server_14
Created
January 22, 2017 19:35
Installing CUDA 7.5 / cuDNN 5.1 on a fresh Ubuntu Server 14.04
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # following http://kislayabhi.github.io/Installing_CUDA_with_Ubuntu/ | |
| # Problem was the following: package installer always installed CUDA 8.0 | |
| # Run-File install as in https://devtalk.nvidia.com/default/topic/920308/how-to-install-cuda-7-5-with-the-newest-nvidia-driver-361-28-/ resulted in "login loop" | |
| # After setting up the OS in Ubuntu 14.04 there is initially only command line | |
| # Download: A reasonably up-to-date NVIDIA driver: http://www.nvidia.com/download/driverResults.aspx/98373/en-us#axzz41eljfR2P | |
| # Download: CUDA 7.5 Run-File: http://developer.download.nvidia.com/compute/cuda/7.5/Prod/local_installers/cuda_7.5.18_linux.run | |
| # Download: cuDNN 5.1 | |
| sudo apt-get install build-essential |
revilokeb
/ tf_serving_cuda_inception_v3_client_on_docker_host
Created
July 15, 2016 21:08
Tensorflow Serving with CUDA 7.5 / cuDNN5 on Docker serving inception v3, query with client from within docker and from host
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| #docker, start with port 9000 as in TF serving example on old commit https://gist.github.com/revilokeb/02894302701fcea7ef4e85a92514e246 | |
| nvidia-docker run --rm -ti -p 9000 -v /myhosthome:/mydockerhome tf_serving_old_commit_cuda7.5_cudnn5:latest bash | |
| #docker, upgrade six | |
| sudo pip install --upgrade six | |
| #docker, install grpcio | |
| sudo pip install grpcio | |
| #docker, download inception-v3 pre-trained model and export (https://tensorflow.github.io/serving/serving_inception.html) |
revilokeb
/ setup_tf_serving_cuda_docker_v0.2
Last active
October 16, 2017 06:42
Setting up Tensorflow Serving with CUDA 7.5 / cuDNN5 on Docker based on TF Serving commit from May 2016
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Create docker image with TF serving on GPU | |
| # Ubuntu 14.04 LTS with nvidia-docker (https://github.com/NVIDIA/nvidia-docker) | |
| # docker: docker bash | |
| # host: bash on host machine | |
| #host, pull nvidia-docker latest | |
| nvidia-docker pull nvidia/cuda | |
| #docker, start docker bash | |
| nvidia-docker run --rm -ti -v /myhosthome:/mydockerhome nvidia/cuda:latest bash |
revilokeb
/ setup_tf_serving_cuda_docker_v0.1
Last active
March 14, 2018 23:57
Setting up Tensorflow Serving with CUDA 7.5 / cuDNN5 on Docker - error "missing dependency ... eigen3/Eigen/Core..."
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| # Create docker image with TF serving on GPU | |
| # Ubuntu 14.04 LTS with nvidia-docker (https://github.com/NVIDIA/nvidia-docker) | |
| # docker: docker bash | |
| # host: bash on host machine | |
| #host, pull nvidia-docker latest | |
| nvidia-docker pull nvidia/cuda | |
| #docker, start docker bash | |
| nvidia-docker run --rm -ti -v /myhosthome:/mydockerhome nvidia/cuda:latest bash |
revilokeb
/ wide_residual_net_28_10_dropout_caffe
Created
June 10, 2016 05:59
caffe train_val for training wide residual nets with dropout wrn_28_10_dropout
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "wrn_28_10_dropout" | |
| layer { | |
| name: "Data1" | |
| type: "Data" | |
| top: "Data1" | |
| top: "Data2" | |
| include { | |
| phase: TRAIN | |
| } | |
| transform_param { |
revilokeb
/ wide_residual_net_28_10_solver_caffe
Created
June 7, 2016 21:05
Caffe solver for training wide residual net wrn_28_10
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| net: "MY_PATH/wrn_28_10_train_val.prototxt" | |
| test_iter: 157 | |
| test_interval: 390 | |
| test_initialization: false | |
| iter_size: 1 | |
| #type: "RMSProp" | |
| #rms_decay: 0.9 | |
| #delta: 1.0 | |
| type: "Nesterov" | |
| display: 390 |
revilokeb
/ wide_residual_net_28_10_caffe
Created
June 7, 2016 21:01
Caffe train_val for training wide residual net wrn_28_10 on CIFAR10
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "wrn_28_10" | |
| layer { | |
| name: "Data1" | |
| type: "Data" | |
| top: "Data1" | |
| top: "Data2" | |
| include { | |
| phase: TRAIN | |
| } | |
| transform_param { |
revilokeb
/ inception_resnet_v2_solver_2ndtry.txt
Created
April 24, 2016 19:47
Caffe solver for learning inception-resnet-v2 - 2ndtry
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| net: "/inception_resnet_v2_train_test_2ndtry.prototxt" | |
| test_iter: 25000 | |
| test_interval: 40000 | |
| test_initialization: false | |
| iter_size: 1 | |
| type: "RMSProp" | |
| rms_decay: 0.9 | |
| delta: 1.0 | |
| display: 500 | |
| average_loss: 1000 |
revilokeb
/ inception_resnet_v2_train_val_2ndtry.txt
Created
April 24, 2016 19:44
Caffe train_val for learning inception-resnet-v2 - 2ndtry
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| name: "Inception_Resnet2_Imagenet" | |
| layer { | |
| name: "data" | |
| type: "Data" | |
| top: "data" | |
| top: "label" | |
| include { | |
| phase: TRAIN | |
| } | |
| transform_param { |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
| { | |
| "variables": { | |
| "aws_access_key": "", | |
| "aws_secret_key": "" | |
| }, | |
| "builders": [{ | |
| "type": "amazon-ebs", | |
| "access_key": "{{user `aws_access_key`}}", | |
| "secret_key": "{{user `aws_secret_key`}}", | |
| "region": "eu-west-1", |
NewerOlder