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Mojo struct
CausalConv1DVarlenStates
struct CausalConv1DVarlenStates
Extract conv states from variable-length sequences.
Extracts the last state_len elements from each sequence to initialize conv_state for subsequent autoregressive generation.
Tensor Shapes: - states: (batch, dim, state_len) - Output states tensor - x: (total_tokens, dim) - Input tensor (concatenated sequences) - cu_seqlens: (batch + 1,) - Cumulative sequence lengths
Implemented traits
AnyType,
ImplicitlyDestructible
Methods
execute
static execute[dtype: DType, target: StringSlice[StaticConstantOrigin]](states: ManagedTensorSlice[Output, static_spec=states.static_spec], x: ManagedTensorSlice[Input, static_spec=x.static_spec], cu_seqlens: ManagedTensorSlice[Input, static_spec=cu_seqlens.static_spec], ctx: DeviceContext)
shape
static shape[dtype: DType](x: ManagedTensorSlice[Input, static_spec=x.static_spec], cu_seqlens: ManagedTensorSlice[Input, static_spec=cu_seqlens.static_spec]) -> IndexList[3]
Returns:
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