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DragonBoard: A naïve dashboard for Dragon

Runtime Requirements for Python

  1. flask

  2. Dragon

Installation

  1. Clone this repository

  2. Copy files

    cp -r DragonBoard/static DragonBoard/templates $DRAGON_ROOT/python/dragon/tools/board

  3. Install Dragon

    cd $DRAGON_ROOT/python
python setup.py install

    Note: If you do not have permission, try as follows:

    cd $DRAGON_ROOT/python
python setup.py install --user

Usage

Import

You should start App firstly.

from dragon.tools.board.app import DragonBoard
board = DragonBoard()
board.start()

SummaryWriter

We support ScalarSummary only NOW.

import dragon.tools.summary_writer as sw
scalar_writer = sw.ScalarSummary()
iter = 2333
scalar_writer.add_summary(('loss', 2.333), 2333)

Attention: We preset a ScalarSummary for caffe.Solver, you just need to start the app.

DashBoard

Open the Browser, direct to localhost:5000 or 127.0.0.1:5000

You can also set the port freely for multiple Apps:

board = DragonBoard(port=2333)
board.start()

Tricks

  1. The dashboard will directly use the logs folder(made by SummaryWriter).

    If you forgot to start the board before training, you can start the borad in another python file,

    i.e., the board just simply Crawl your log files.

  2. Comming soon...