Files
tinygrad/docs/nn.md
leopf e4dad99145 nn.state docs cleanup (#8332)
* doc cleanup

* extension cleanup

* manual definition

* bring back accept_filename for gguf_load

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Co-authored-by: George Hotz <72895+geohot@users.noreply.github.com>
Co-authored-by: chenyu <chenyu@fastmail.com>
2025-03-18 17:16:40 -04:00

965 B

Neural Network classes

::: tinygrad.nn.BatchNorm ::: tinygrad.nn.Conv1d ::: tinygrad.nn.Conv2d ::: tinygrad.nn.ConvTranspose1d ::: tinygrad.nn.ConvTranspose2d ::: tinygrad.nn.Linear ::: tinygrad.nn.GroupNorm ::: tinygrad.nn.InstanceNorm ::: tinygrad.nn.LayerNorm ::: tinygrad.nn.LayerNorm2d ::: tinygrad.nn.RMSNorm ::: tinygrad.nn.Embedding ::: tinygrad.nn.LSTMCell

Optimizers

::: tinygrad.nn.optim.SGD ::: tinygrad.nn.optim.LARS ::: tinygrad.nn.optim.AdamW ::: tinygrad.nn.optim.Adam ::: tinygrad.nn.optim.LAMB

Load/Save

::: tinygrad.nn.state.safe_load ::: tinygrad.nn.state.safe_save ::: tinygrad.nn.state.get_state_dict ::: tinygrad.nn.state.get_parameters ::: tinygrad.nn.state.load_state_dict ::: tinygrad.nn.state.tar_extract options: show_signature: false separate_signature: false ::: tinygrad.nn.state.torch_load options: show_signature: false separate_signature: false ::: tinygrad.nn.state.gguf_load