rishikksh20

rishikksh20

(wherever it says url.com, use your server's domain or IP)

Login to new server as root, then add a deploy user

sudo useradd --create-home -s /bin/bash deploy
sudo adduser deploy sudo
sudo passwd deploy

And Update the new password

rishikksh20

sudo apt-get install nfs-common
git clone https://github.com/aws/efs-utils.git
cd efs-utils
sudo apt-get update
sudo apt -y install binutils
./build-deb.sh
sudo apt -y install ./build/amazon-efs-utils*deb
cd ~
sudo mkdir /opt/efs
sudo mount -t nfs4 efs-ip:/ /opt/efs

rishikksh20

sudo apt update 

Check weather cuda exist

lsmod | grep nouveau 
lsmod | grep nvidia 
lspci | grep -i nvidia  

Install Nvidia driver

rishikksh20

rishikksh20

'''This script goes along the blog post
"Building powerful image classification models using very little data"
from blog.keras.io.
It uses data that can be downloaded at:
https://www.kaggle.com/c/dogs-vs-cats/data
In our setup, we:
- created a data/ folder
- created train/ and validation/ subfolders inside data/
- created cats/ and dogs/ subfolders inside train/ and validation/
- put the cat pictures index 0-999 in data/train/cats

rishikksh20

class CORALLossLayer(object):
    def __init__(self, diff_, color, cov_s, cov_t, mean_s, mean_t, diff_data_s, diff_data_t, square_mean_s, square_mean_t, bp_mean_s, bp_mean_t, bp_der_s, bp_der_t, identity):
        
        self.diff_=diff_;
        self.cov_s=cov_s;
        self.cov_t=cov_t;
        self.mean_s=mean_s;
        self.mean_t=mean_t;
        self.diff_data_s=diff_data_s;
        self.diff_data_t=diff_data_t;

rishikksh20

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rishikksh20

Rishikesh@DESKTOP-IGP4E4G MINGW64 /c/Open_Source/JAVA/Deeplearning4j/deeplearning4j
$ mvn clean install -DskipTests -Dmaven.javadoc.skip=true
[INFO] Scanning for projects...
[INFO] Inspecting build with total of 28 modules...
[INFO] Not installing Nexus Staging features:
[INFO]  * Preexisting staging related goal bindings found in 28 modules.
[INFO] ------------------------------------------------------------------------
[INFO] Reactor Build Order:
[INFO]
[INFO] DeepLearning4j

rishikksh20

Rishikesh@DESKTOP-IGP4E4G MINGW64 /c/Open_Source/JAVA/Deeplearning4j/nd4j
$ mvn clean install -DskipTests -Dmaven.javadoc.skip=true
[INFO] Scanning for projects...
[INFO] Inspecting build with total of 37 modules...
[INFO] Not installing Nexus Staging features:
[INFO]  * Preexisting staging related goal bindings found in 37 modules.
[INFO] ------------------------------------------------------------------------
[INFO] Reactor Build Order:
[INFO]
[INFO] nd4j