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A package for simple experiment run tracing.

Project description

srspy

A package for simple research experiment tracing. Python 3.

pip install srspy

For example,

from srspy import RunTrace

# ...

r = RunTrace(name="train_model", data={
    "epochs": epochs,
    "batch_size": batch_size,
    "p": p,
    "λ": lamb,
    "optimizer": "adam",
    "lr": 0.0001,
    "gpu": GPU,
    "bias": bias,
}, log_dir="./runs")

# ...

for epoch in ...:
    # ...
    r.flush(data={"epoch_loss": epoch_loss})

# ...
r.close()

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