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onepilot/tinygrad_repo/docs/nn.md
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github-actions[bot] 6e2ccc8b15 sunnypilot v2026.002.000
version: sunnypilot v2026.002.000 (staging)
date: 2026-05-27T04:05:25
master commit: dfc3c98b226da57a653daf57131a8a3d66166fcb
2026-05-27 04:05:25 +00:00

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