hariby

sudo easy_install pip
sudo yum groupinstall "Development Tools" -y
sudo yum install libjpeg-devel -y
cd cifar10_sample/export/save.ckpt-78125/32x32/output/python/
pip3 install -r requirements.txt
wget https://docs.blueoil.org/_static/airplane.png
python run.py -i airplane.png -m ../models/lib/libdlk_aarch64.so -c ../models/meta.yaml

hariby

Kubeflow Pipelines - SageMaker Workshop

メンバー

• Owner
  • Yoshitaka Haribara
  • Kazuki Matsuda
• Container
  • Tori Hara
  • Yuki Asano
• Shinya Tahara

hariby

aws braket search-quantum-tasks --region us-west-2 --filters 'name=deviceArn,operator=EQUAL,values=arn:aws:braket:::device/qpu/d-wave/DW_2000Q_6' | jq '.[] | map({quantumTaskArn: .quantumTaskArn, price: (.shots * 0.00019 + 0.30000)})'
aws braket search-quantum-tasks --region us-west-2 --filters 'name=deviceArn,operator=EQUAL,values=arn:aws:braket:::device/qpu/d-wave/Advantage_system1' | jq '.[] | map({quantumTaskArn: .quantumTaskArn, price: (.shots * 0.00019 + 0.30000)})'
aws braket search-quantum-tasks --region us-east-1 --filters 'name=deviceArn,operator=EQUAL,values=arn:aws:braket:::device/qpu/ionq/ionQdevice' | jq '.[] | map({quantumTaskArn: .quantumTaskArn, price: (.shots * 0.01000 + 0.30000)})' 
aws braket search-quantum-tasks --region us-west-1 --filters 'name=deviceArn,operator=EQUAL,values=arn:aws:braket:::device/qpu/rigetti/Aspen-8' | jq '.[] | map({quantumTaskArn: .quantumTaskArn, price: (.shots * 0.00035 + 0.30000)})'

hariby

response = %db_reset --generate-token
token = response['payload']['token']
%db_reset --token $token

hariby

hariby

pip install pytket pytket-braket

from pytket import Circuit
from pytket.backends.braket import BraketBackend

circ = Circuit(2)
circ.H(0)
circ.CX(0,1)

braket_backend = BraketBackend(local=False, s3_bucket='amazon-braket-XXXXXXXXXXXX', s3_folder='pytket/sample')

hariby

#!/bin/bash
for i in {1..200}
do
    aws dynamodb create-table \
        --attribute-definitions AttributeName=ConfigID,AttributeType=S AttributeName=ItemID,AttributeType=N \
        --table-name myapp-user"$i" \
        --key-schema AttributeName=ConfigID,KeyType=HASH AttributeName=ItemID,KeyType=RANGE \
        --billing-mode PAY_PER_REQUEST
done

hariby

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Sid": "IamPassRole",
            "Effect": "Allow",
            "Action": "iam:PassRole",
            "Resource": "arn:aws:iam::*:role/AmazonBraketServiceSageMakerNotebookRole-*"
        },
        {

hariby

{
  "Resources": {
    "BraketWorkshopGroupD31A4393": {
      "Type": "AWS::IAM::Group",
      "Properties": {
        "GroupName": "BraketWorkshopGroup",
        "ManagedPolicyArns": [
          {
            "Fn::Join": [
              "",

hariby

import os
import sagemaker

sagemaker_session = sagemaker.session.Session()

bucket = sagemaker_session.default_bucket()
prefix = 'sagemaker/DEMO-pytorch-mnist'

# set appropriate IAM Role
role = 'AmazonSageMaker-ExecutionRole-20210101T000000'