openpilot/tinygrad_repo/docs/nn.md
Vehicle Researcher c5d5c5d1f3 openpilot v0.10.1 release
date: 2025-10-24T00:30:59
master commit: 405631baf9685e171a0dd19547cb763f1b163d18
2025-10-24 00:31:03 -07:00

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## 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