Geekbench Performance on AWS Graviton 2

There is much touting about the new AWS Graviton 2 (ARM64) offering as a game changer. Let us run some benchmark to test it out.

Settings

We pick 3 EC2 instance types to compare:

  • a1 – First generation of ARM64 AWS Graviton CPU
  • m6g – Second generation of ARM64 Graviton 2 CPU
  • m5 – Intel Xeon Platinum 8259CL CPU

We run Geekbench 4 on all xlarge instances of these EC2 types. We mostly focus on 64bit performance, but we will also touch 32bit performance as well.

Overview

Instance typea1.xlargem6g.xlargem5.xlarge
vCPU444
Memory(GB)81616
Hourly price(us-ea-1,Linux)0.1020.1540.192
64bit single-core score189936093647
64bit multi-core score5227111428017

From the above table, several observations are obvious:

  • Graviton 2 has doubled the performance of Graviton 1.
  • For single core performance Graviton 2 is similar to Intel Xeon CPU
  • For multi-core performance, Graviton 2 scales up much better, likely because Intel uses hyper-threading technology, where vCPU count is only 1/2 of true CPU core count. By contrast, vCPU count in Graviton CPU is true CPU core count.

I also listed the pricing. It looks like Graviton 2 is a good deal!

Look into the Details

This link gives detailed scores for each test suite and each instance type. A few highlighted cells indicate interesting contrast between Intel Xeon and Graviton 2:

  • Intel Xeon is 20 times faster than Graviton 2 in AES test! This is *very* likely due to non-optimized implementation for ARM64, i.e., it is not using NEON instructions. Otherwise the performance should be more comparable.
  • Intel Xeon are 2x better in SGEMM and 50% better in SFFT, both heavily relying Intel AVS/SSE instructions while ARM64 using NEON instructions.
  • Graviton 2 shines in memory area, 2x better in Memory Copy and 4x better in Memory bandwidth.

32bit Performance

While 32bit performance is probably not interesting on those servers, it is still interesting to take a look. Below is the overview comparison table and this link gives detail scores.

Instance typea1.xlargem6g.xlargem5.xlarge
32bit single-core score170729753053
32bit multi-core score469290166886

Overall we see similar patterns in 64bit case:

  • Graviton 2 is about 2x faster than Graviton 1
  • Intel Xeon performs relatively same as Graviton 2 in single core and wanes in multi-core performance.
  • Detail scores also reflect similar pattern as 64bit case.

Build CentOS 6 AMI

Overview

This is a faithful translation of the excellent tutorial by Jeff Hunter to BASH script. However, the result is so useful that I felt it is meaningful to share. 🙂

If you are patient enough, you should read the tutorial for all the gory details. If you are not, just follow the steps below. If you are lucky, you can build a CentOS 6 AMI in a hurry.

Pre-requisites

    1. CentOS build host: Should have at 10GB extra space
    2. Install host tools:
yum -y install e2fsprogs ruby java-1.6.0-openjdk unzip MAKEDEV
    1. Install AWS tools:

# mkdir -p /opt/ec2/tools
# curl -o /tmp/ec2-api-tools.zip http://s3.amazonaws.com/ec2-downloads/ec2-api-tools.zip
# unzip /tmp/ec2-api-tools.zip -d /tmp
# cp -r /tmp/ec2-api-tools-*/* /opt/ec2/tools

# curl -o /tmp/ec2-ami-tools.zip http://s3.amazonaws.com/ec2-downloads/ec2-ami-tools.zip
# unzip /tmp/ec2-ami-tools.zip -d /tmp
# cp -rf /tmp/ec2-ami-tools-*/* /opt/ec2/tools

The script

You can find the script here.

Note you need to configure the following parameters at the beginning the script. Most certainly you need to supply EC2_PRIVATE_KEY, EC2_CERT, AWS_ACCOUNT_NUMBER, AWS_ACCESS_KEY_ID, AWS_SECRET_ACCESS_KEY, EC2_KEYPAIR, EC2_SECURITY_GROUP.

export JAVA_HOME=/usr
export EC2_HOME=/opt/ec2/tools
#export EC2_URL=https://ec2.amazonaws.com
export EC2_URL=https://ec2.us-west-1.amazonaws.com
export EC2_PRIVATE_KEY=/home/jsun/files/aws-nsp-x509-pk-4USZFXUMLDXAV5Q3BNUUYPURLA6VZWRH.pem
export EC2_CERT=/home/jsun/files/aws-nsp-x509-cert-4USZFXUMLDXAV5Q3BNUUYPURLA6VZWRH.pem

export AWS_ACCOUNT_NUMBER=XXXXXXXXXX
export AWS_ACCESS_KEY_ID=XXXXXXXXXX
export AWS_SECRET_ACCESS_KEY=XXXXXXXXXX
export AWS_AMI_BUCKET=vyatta-ami/x86-64/Linux/CentOS/6.5

IMG_BASE_NAME=centos-6-x86_64
S3_REGION=us-west-1
AMI_PVGRUB=aki-f77e26b2
EC2_KEYPAIR=XXXX
EC2_SECURITY_GROUP=XXXX

Also note you may need to change AMI_PVGRUB depending on the region and architecture. Refer to the tutorial for details. Here is a list of them for us-west-1:

root@localhost ~]# ec2-describe-images --owner amazon --region us-west-1 | grep "amazon\/pv-grub-hd0" | awk '{ print $1, $2, $3, $5, $7 }'
IMAGE aki-960531d3 amazon/pv-grub-hd00_1.04-i386.gz available i386
IMAGE aki-920531d7 amazon/pv-grub-hd00_1.04-x86_64.gz available x86_64
IMAGE aki-8e0531cb amazon/pv-grub-hd0_1.04-i386.gz available i386
IMAGE aki-880531cd amazon/pv-grub-hd0_1.04-x86_64.gz available x86_64
IMAGE aki-e97e26ac amazon/pv-grub-hd00_1.03-i386.gz available i386
IMAGE aki-eb7e26ae amazon/pv-grub-hd00_1.03-x86_64.gz available x86_64
IMAGE aki-f57e26b0 amazon/pv-grub-hd0_1.03-i386.gz available i386
IMAGE aki-f77e26b2 amazon/pv-grub-hd0_1.03-x86_64.gz available x86_64

If you are lucky, run the scrip the following order, and you should have a CentOS instance running in AWS. 🙂


commands:
  init     : perform teardown and create new img file/dirs, set up yum
  setup    : mount image, bind run-time dirs
  install  : install centos image (after setup)
  configure: configure the OS img (after install)
  teardown : unbind and un-mount
  bundle   : build img bundle for upload (after install/configure/teardown)
  upload   : upload image (after bundle)
  register : register AMI (after upload)
  run <id> : run a small instance of the registered AMI

Find out the IP address of the new instance, and ssh into it

ssh -i my_aws.pem root@<pub ip address>

Tricks and Tips

  1. It takes long time (>2 minutes) for the instance to boot up. Be patient. And don’t panic too soon.
  2. If somehow you cannot log into the instance with the key pair, you can always pre-create /root/.ssh directory in the OS image and pre-create the authorized_keys file underneath it.