dlwheel 1.1.0

A lightweight deep learning library.

DLWheel

A lightweight deep learning experiment toolkit.

Installation

pip install -e .

Usage

import dlwheel

cfg = dlwheel.setup()  # loads config, optional backup

python main.py --backup
python main.py lr=0.1 batch_size=64

CLI

dlwheel list                    # list experiments
dlwheel show <exp>              # show details
dlwheel diff <exp>              # compare with backup
dlwheel restore <exp> [--to]    # restore code
dlwheel clean --keep 10         # keep latest N
dlwheel rlog [path] [name]      # rename log dir

Configuration

# config/default.yaml
lr: 1e-3
batch_size: 32
backup:
  max_file_size: 100MB
  exclude:
    - "data/"

Override via CLI:

python main.py --config=config/exp.yaml lr=0.1