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mlflow's Introduction

Mlflow Server

Set up a server to run mlflow ui.

Run

build docker image

docker build -t mlflow-server --build-arg USER_ID=$(id -u) --build-arg GROUP_ID=$(id -g) .

run docker container

docker run -dit -v /home/data/ryoto/:/data --rm --network=host --name mlflow-server mlflow-server

ssh port forward (optional)

run this command on your local machine

ssh -L 5000:localhost:5000 virtus

you can visit http://localhost:5000/ to see result

mlflow's People

Contributors

ryotomatsuba avatar

Stargazers

Tomohiro Inoue avatar

Watchers

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mlflow's Issues

port fowardできない

問題

5000=>5000にport fowardしてるのに、host(virtus)の5000に何も来ない。

状況

  • dockerの中でmlflowは動いてる
  • 127.0.0.1:5000->5000/tcpにfowardingできてる
  • lsof -i:5000で何も表示されない
  • sshのport fowardしてももちろんmlflowは起動していない

host OS

$docker build -t mlflow-server .
$docker run -dit -v /home/data/ryoto/:/data --rm -p 5000:5000 --name mlflow-server mlflow-server

$ docker ps | grep mlflow-server
bba996c5e2b2   mlflow-server      "mlflow ui"              4 minutes ago    Up 4 minutes    127.0.0.1:5000->5000/tcp   mlflow-server
$ lsof -i:5000
$

dockerの中

root@bba996c5e2b2:/data/Result# ps xa
  PID TTY      STAT   TIME COMMAND
    1 pts/0    Ss+    0:06 /usr/local/bin/python /usr/local/bin/mlflow ui
   70 pts/0    S+     0:00 /usr/local/bin/python /usr/local/bin/gunicorn -b 127.0.0.1:5000 -w 1 mlflow.server:app
   71 pts/0    Sl+    0:04 /usr/local/bin/python /usr/local/bin/gunicorn -b 127.0.0.1:5000 -w 1 mlflow.server:app
  171 pts/1    Ss     0:00 bash
  177 pts/1    R+     0:00 ps xa

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