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34 lines
777 B
34 lines
777 B
1 month ago
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## Neural Network classes
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::: tinygrad.nn.BatchNorm
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::: tinygrad.nn.Conv1d
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::: tinygrad.nn.Conv2d
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::: tinygrad.nn.ConvTranspose1d
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::: tinygrad.nn.ConvTranspose2d
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::: tinygrad.nn.Linear
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::: tinygrad.nn.GroupNorm
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::: tinygrad.nn.InstanceNorm
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::: tinygrad.nn.LayerNorm
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::: tinygrad.nn.LayerNorm2d
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::: tinygrad.nn.RMSNorm
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::: tinygrad.nn.Embedding
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::: tinygrad.nn.LSTMCell
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## Optimizers
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::: tinygrad.nn.optim.SGD
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::: tinygrad.nn.optim.LARS
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::: tinygrad.nn.optim.AdamW
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::: tinygrad.nn.optim.Adam
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::: tinygrad.nn.optim.LAMB
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## Load/Save
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::: tinygrad.nn.state.safe_load
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::: tinygrad.nn.state.safe_save
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::: tinygrad.nn.state.get_state_dict
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::: tinygrad.nn.state.get_parameters
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::: tinygrad.nn.state.load_state_dict
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::: tinygrad.nn.state.torch_load
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::: tinygrad.nn.state.gguf_load
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