Wednesday, August 1, 2018

Fast boot with Raspberry Pi

I am hoping to have a raspberry pi power a wildlife camera. This camera will have to rely on battery and solar power. As a result, it would be beneficial if the camera was off when no wildlife is present. To aid in this regard, I hope to use a motion sensor that can trigger the raspberry pi to turn on and take a picture. For this to work, the time from motion detection to picture snap is heavily influenced by the boot time of the raspberry pi. Here is a video of what I've been able to accomplish:

I am starting with the stock Raspbian Stretch Lite distribution on a Pi 3B. Boot times out of the box are on the order of 1 minute. Boot time is influenced by the following:

1. Hardware
2. Bootloader
3. Kernel
4. Userspace

The Raspberry Pi hardware and bootloader are essentially out of my control. There was an effort to open source the boot loader, however the proprietary binary blob is the only reasonable option at this point. The Hardware and bootloader take approximately a minimum of 1.5-2 seconds to run. This is explained in an excellent post on the Raspberry Pi Forums. The author tested boot times with various minimal boot loaders. The fastest any code could be run on the ARM processor was around 1.5 seconds.

I was able to get the kernel and userspace boot times down to about 0.6 second and 0.8 seconds respectively. As a result my total boot time is on the order of 3.5 to 4 seconds (from power on to picture taken).

To be able to control the Raspberry Pi without SSH, I used serial (UART) communications. See my previous post to learn how.

I reduced the kernel and userspace boot times by doing the following (in order highest yield to lowest yield):

1. Editing the /boot/config.txt with the following changes:

# Disable the rainbow splash screen

# Disable bluetooth

#Disable Wifi

# Overclock the SD Card from 50 to 100MHz
# This can only be done with at least a UHS Class 1 card

# Set the bootloader delay to 0 seconds. The default is 1s if not specified.

# Overclock the raspberry pi. This voids its warranty. Make sure you have a good power supply.

2. Make the kernel output less verbose by adding the "quiet" flag to the kernel command line in file /boot/cmdline.txt 

dwc_otg.lpm_enable=0 console=serial0,115200 console=tty1 root=PARTUUID=32e07f87-02 rootfstype=ext4 elevator=deadline quiet rootwait

3. Use systemd-analyze blame, systemd-analyze critical-chain to disable services I didn't need

sudo systemctl disable dhcpcd.service
sudo systemctl disable networking.service
sudo systemctl disable ssh.service
sudo systemctl disable ntp.service
sudo systemctl disable dphys-swapfile.service
sudo systemctl disable keyboard-setup.service
sudo systemctl disable apt-daily.service
sudo systemctl disable wifi-country.service
sudo systemctl disable hciuart.service
sudo systemctl disable raspi-config.service
sudo systemctl disable avahi-daemon.service
sudo systemctl disable triggerhappy.service

See the references below to learn about a primer on systemd and the new linux init system to learn about how to interpret and write the above services.

4. Add a service that runs the code you would like to run as fast as possible. For example if you wanted to add a service called "1ylapse", create the following file: /etc/systemd/system/1ylapse.service

Description=Starts 1 Year Lapse Service



5. Analyze the kernel for unnecessary work being done at boot.

To do this you need to compile your kernel with "CONFIG_PRINTK_TIME" and "CONFIG_KALLSYMS". This should be enabled on the default raspberry pi kernel. This allows you to add "initcall_debug" to the kernel command line. The kernel will now output start and end time information for every init call. You can use "" which is included with the linux kernel to analyze the output of dmesg.

On the raspberry pi:

$ dmesg > boot.log

On the cross-compile host:

$ linux/scripts/ boot.log >

This will output an graph of what is taking the most time when initializing the kernel. I noticed that a routine used by the USB driver was taking around 0.3s. I don't need USB for my project so I disabled USB support when re-compiling the  kernel (see below). This saved around 0.3s.

6. Re-compile the Linux kernel

Remove stuff that is wasting time during initialization. I used the guide from the Raspberry Pi Foundation to learn how to re-compile the kernel.

7. Use LZO compression for kernel

When compiling the Linux kernel, select "LZO" compression instead of "GZip". This saved around 0.3s.

8. Don't re-mount the /boot partition

Edit the /etc/fstab file and comment out the line that re-mounts the /boot partition. This saved around 0.2s.

The final systemd-analyze shows:

Startup finished in 669ms (kernel) + 1.225s (userspace) = 1.894s

It should be noted that my camera service starts before systemd is finished initializing. You can find out when your service starts by using systemd-analyze crritical-chain. You can see below that my service starts at 836ms after the kernel is finished initializing, rather than the total of 1.225s.

$ systemd-analyze critical-chain 1ylapse.service
1ylapse.service @836ms
└─ @832ms
  └─ @832ms
    └─dbus.socket @831ms
      └─ @826ms
        └─systemd-update-utmp.service @784ms +41ms
          └─systemd-tmpfiles-setup.service @748ms +33ms
            └─systemd-journal-flush.service @658ms +87ms
              └─systemd-remount-fs.service @585ms +64ms
                └─systemd-fsck-root.service @444ms +137ms
                  └─systemd-journald.socket @433ms
                    └─-.slice @376ms

9. Remove plymouth to disable systemd init messages

sudo apt-get purge --remove plymouth

I haven't seen anyone boot a raspberry pi faster than this using full Raspbian. Bare metal is obviously faster however. However having full Raspbian available at this boot up speed is a good compromise.

Things that failed to improve boot time included making the root partition read only.

Hopefully this helps others in my predicament.

  1. Presentation by Jan Altenberg on booting linux in less than 1 second. Powerpoint here. Youtube of presentation here.
  2. Excellent powerpoint on boot time optimization using a beagle bone as a prototype here.
  3. Excellent powerpoint on speeding up raspberry pi boot time here.
  4. Excellent primer on systemd-anzlyze.
  5. Good stackoverflow question on using sytemd-analyze. 


  1. Amazing. Do you think an Rpi zero can reach the similar boot time?

  2. Awesome tutorial, maybe you should male a longer and more detailed video on this, kudos!!

  3. Very interesting. What camera software are you using?

  4. The most recent comments here have been spam so I am unfollowing what could have been interesting followup.

  5. "sudo apt-get purge --remove plymouth" will leave your raspbian unbootable because there is a depency to mountall which is removed when executing the above command.