exo-explore
How install on android
my android device only has python3.11.9. i try every solutinos,cannot install python3.12 on android.
Are you using a terminal emulator? Which device? Which version of android?
Are you using a terminal emulator? Which device? Which version of android?
termux xiaomi 14pro android 14
Are you using a terminal emulator? Which device? Which version of android?
termux xiaomi 14pro android 14
Use proot-distro and pipenv, here's a little hint:
- Install proot-distro: apt update && apt upgrade -y && apt install proot-distro -y
- Install the ubuntu distro: pd install --override-alias exo ubuntu
- Enter the distro: pd login exo
- Install packages and clone the exo repo: apt update && apt upgrade -y && apt install python3 python3-pip pipenv -y use git clone to clone the repo and navigate there with cd
- Initiate the python enviroment: pipenv shell
- Install python dependencies: pip install . pip install torch flax
- Initiate your android node: CLANG=1 python main.py
- If you get the error "Illegal instruction" desinstall torch and initiate the node again: pip uninstall torch
This works and should be in the wiki.
My only issue is, getting 0TFLOPS. So my guess is, it did not pick up on the CPU and GPU on the android device.
This works and should be in the wiki.
My only issue is, getting 0TFLOPS. So my guess is, it did not pick up on the CPU and GPU on the android device.
You can run it without CLANG=1 to be able to use GPUs, but I don't think Android GPUs can do much or are even supported.
proot-distro installing debian can run exo, but when multiple phones are connected to the same network, exo cannot be added together, and all nodes are displayed as one.
proot-distro installing debian can run exo, but when multiple phones are connected to the same network, exo cannot be added together, and all nodes are displayed as one.
Didn't happen to me, I installed exo on my phone and a tablet and it doesn't show as one
I met a problem, which seems to be related to sockets. How to solve it?
(exo) root@localhost:~/exo/exo# CLANG=1 python main.py Traceback (most recent call last):
File "/root/exo/exo/main.py", line 13, in
I met a problem, which seems to be related to sockets. How to solve it?
(exo) root@localhost:~/exo/exo# CLANG=1 python main.py Traceback (most recent call last): File "/root/exo/exo/main.py", line 13, in from exo.train.dataset import load_dataset, iterate_batches File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/exo/init.py", line 1, in from exo.helpers import DEBUG as DEBUG, DEBUG_DISCOVERY as DEBUG_DISCOVERY, VERSION as VERSION File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/exo/helpers.py", line 10, in from scapy.all import get_if_addr, get_if_list File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/all.py", line 16, in from scapy.arch import * File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/init.py", line 172, in _set_conf_sockets() # Apply config ^^^^^^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/config.py", line 826, in _set_conf_sockets conf.ifaces.reload() File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 255, in reload self._reload_provs() File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 251, in _reload_provs self._load(prov.reload(), prov) ^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 51, in reload return self.load() ^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/init.py", line 166, in load for iface in _get_if_list().values(): ^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/rtnetlink.py", line 798, in _get_if_list results = _sr1_rtrequest( ^^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/rtnetlink.py", line 723, in _sr1_rtrequest sock.bind((0, 0)) # bind to kernel ^^^^^^^^^^^^^^^^^ PermissionError: [Errno 13] Permission denied
The same error for me. My environment is Arch Linux in proot-distro, Android 14. Havn't found a solution yet.
I met a problem, which seems to be related to sockets. How to solve it? (exo) root@localhost:~/exo/exo# CLANG=1 python main.py Traceback (most recent call last): File "/root/exo/exo/main.py", line 13, in from exo.train.dataset import load_dataset, iterate_batches File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/exo/init.py", line 1, in from exo.helpers import DEBUG as DEBUG, DEBUG_DISCOVERY as DEBUG_DISCOVERY, VERSION as VERSION File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/exo/helpers.py", line 10, in from scapy.all import get_if_addr, get_if_list File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/all.py", line 16, in from scapy.arch import * File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/init.py", line 172, in _set_conf_sockets() # Apply config ^^^^^^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/config.py", line 826, in _set_conf_sockets conf.ifaces.reload() File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 255, in reload self._reload_provs() File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 251, in _reload_provs self._load(prov.reload(), prov) ^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/interfaces.py", line 51, in reload return self.load() ^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/init.py", line 166, in load for iface in _get_if_list().values(): ^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/rtnetlink.py", line 798, in _get_if_list results = _sr1_rtrequest( ^^^^^^^^^^^^^^^ File "/root/.local/share/virtualenvs/exo-e6zsp3qK/lib/python3.12/site-packages/scapy/arch/linux/rtnetlink.py", line 723, in _sr1_rtrequest sock.bind((0, 0)) # bind to kernel ^^^^^^^^^^^^^^^^^ PermissionError: [Errno 13] Permission denied
The same error for me. My environment is Arch Linux in proot-distro, Android 14. Havn't found a solution yet.
i have the same issue under termux with proot distro on android 14 on a poco f4 from my understanding the issue is related to android itself due to Seccomp in android
if i open termux and then start proot with " PROOT_NO_SECCOMP=1 pd login exo ", then try to run exo by running " python3 main.py " in the folder where exo is installed i get this error
Traceback (most recent call last):
File "main.py", line 1, in
I am guessing it is related to proot
Hello according to this https://www.reddit.com/r/termux/comments/1dyvfgq/cannot_bind_netlink_socket_permission_denied/ if you see permission denied you will need to root your device otherwise it won't work. A workaround could be to have the device communicate with a server installed in a local computer and have it communicate via http but I guess it would add overhead noticeable at high speeds like 1gbps of data transfer. Android is expected to have virtual machine support in an upcoming android release
Also see this https://www.reddit.com/r/termux/comments/rktz6d/cant_run_nmap_because_it_cannot_locate_interface/
https://github.com/termux/termux-packages/wiki/Termux-and-Android-10
https://github.com/termux/termux-app/issues/2993
An alternative is to write your own function to get the interface and IP by making the following changes to exo/helpers.py:
# from scapy.all import get_if_addr, get_if_list
def get_if_list():
result = subprocess.run(["ifconfig"], capture_output=True, text=True)
output = result.stdout
interfaces = re.findall(r'^(\w+):', output, re.MULTILINE)
return interfaces
def get_if_addr(interface="wlan0"):
s = socket.socket(socket.AF_INET, socket.SOCK_DGRAM)
s.connect(("8.8.8.8", 80))
return s.getsockname()[0]
I was able to get it to work on proot-distro ubuntu with this.
I made another version of exo/helpers.py, but using ifconfig only... socks get IP from interface connected to 8.8.8.8 and on my local network it is not the correct IP for exo network
#from scapy.all import get_if_addr, get_if_list
import re
import subprocess
def get_if_list():
try:
result = subprocess.run(['ifconfig'], capture_output=True, text=True, check=True)
output = result.stdout
#Procura por interfaces que começam com 'w'
interfaces = re.findall(r'^(w\w+):', output, re.MULTILINE)
return interfaces
except Exception as e:
print(f"Erro ao obter interfaces: {e}")
return None
def get_if_addr(interface="wlan0"):
try:
result = subprocess.run(['ifconfig'], capture_output=True, text=True, check=True)
output = result.stdout
# Procura por endereço IPv4 - padrão mais robusto
# Funciona com diferentes versões do ifconfig
ip_patterns = [
r'inet (\d+\.\d+\.\d+\.\d+)', # Linux moderno
r'inet addr:(\d+\.\d+\.\d+\.\d+)', # Linux antigo
#r'inet\s+(\d+\.\d+\.\d+\.\d+)' # Variação sem addr:
]
ipp = None
for pattern in ip_patterns:
ip_match = re.findall(pattern, output)
for ip in ip_match:
if ip:
ip_addr = ip
# Ignora endereços de loopback
if not ip_addr.startswith('127.'):
ipp = ip
return ipp
except subprocess.CalledProcessError:
print(f"Interface {interface} não encontrada ou inativa")
return None
except Exception as e:
print(f"Erro ao obter IP da interface {interface}: {e}")
return None
