Command Line Interface

d3rlpy provides the convenient CLI tool.

plot

Plot the saved metrics by specifying paths:

$ d3rlpy plot <path> [<path>...]

options

option	description
--window	moving average window.
--show-steps	use iterations on x-axis.
--show-max	show maximum value.

example:

$ d3rlpy plot d3rlpy_logs/CQL_20201224224314/environment.csv

plot-all

Plot the all metrics saved in the directory:

$ d3rlpy plot-all <path>

example:

$ d3rlpy plot-all d3rlpy_logs/CQL_20201224224314

export

Export the saved model to the inference format, onnx and torchscript:

$ d3rlpy export <path>

options

option	description
--format	model format (torchscript, onnx).
--params-json	explicitly specify params.json.
--out	output path.

example:

$ d3rlpy export d3rlpy_logs/CQL_20201224224314/model_100.pt