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Python class

KVCacheInputs

KVCacheInputs​

class max.nn.kv_cache.KVCacheInputs(inputs)

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Bases: Generic[_Tensor, _Buffer], KVCacheInputsInterface[_Tensor, _Buffer]

Symbolic graph input types for a leaf KV cache.

This contains the KV cache inputs for all TP shards.

Parameters:

inputs (Sequence[KVCacheInputsPerDevice[_Tensor, _Buffer]])

flatten()​

flatten()

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Flattens this (sub)tree into a flattened buffer/tensor list.

Return type:

list[_Tensor | _Buffer]

inputs​

inputs: Sequence[KVCacheInputsPerDevice[_Tensor, _Buffer]]

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unflatten()​

unflatten(it)

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Rebuilds this (sub)tree by consuming values from it.

Parameters:

it (Iterator[Any])

Return type:

KVCacheInputs[TensorValue, BufferValue]