| |
| |
| ``mx.model.buckets`` |
| ======================================== |
| |
| Description |
| ---------------------- |
| |
| Train RNN with bucket support |
| |
| Usage |
| ---------- |
| |
| .. code:: r |
| |
| mx.model.buckets( |
| |
| symbol, |
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| train.data, |
| |
| eval.data = NULL, |
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| metric = NULL, |
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| arg.params = NULL, |
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| aux.params = NULL, |
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| fixed.params = NULL, |
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| num.round = 1, |
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| begin.round = 1, |
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| initializer = mx.init.uniform(0.01), |
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| optimizer = "sgd", |
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| ctx = NULL, |
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| batch.end.callback = NULL, |
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| epoch.end.callback = NULL, |
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| kvstore = "local", |
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| verbose = TRUE, |
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| metric_cpu = TRUE |
| |
| ) |
| |
| Arguments |
| ------------------ |
| |
| +----------------------------------------+------------------------------------------------------------+ |
| | Argument | Description | |
| +========================================+============================================================+ |
| | ``symbol`` | Symbol or list of Symbols representing the model | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``train.data`` | Training data created by mx.io.bucket.iter | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``eval.data`` | Evaluation data created by mx.io.bucket.iter | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``num.round`` | int, number of epoch | |
| +----------------------------------------+------------------------------------------------------------+ |
| | ``verbose`` | | |
| +----------------------------------------+------------------------------------------------------------+ |
| |
| |
| |
