34 lines
777 B
Markdown
34 lines
777 B
Markdown
|
## 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.torch_load
|
||
|
|
::: tinygrad.nn.state.gguf_load
|