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Mojo struct
LayerNormRopeRagged
struct LayerNormRopeRagged
Registers the mo.composite.layer_norm_rope_ragged graph op with the graph compiler.
Fuses LayerNorm with ragged RoPE applied to the leading freqs_cis-width
columns of the normalized output; the remaining columns pass through
unrotated.
Implemented traitsโ
Methodsโ
executeโ
static def execute[input_dtype: DType, output_dtype: DType, freq_dtype: DType, rank: Int, target: StringSpan[ImmStaticOrigin], interleaved: Bool](output: ManagedTensorSlice[IOSpec[_, _].FusedOutput, static_spec=output.static_spec], input: ManagedTensorSlice[IOSpec[_, _].FusedInput, static_spec=input.static_spec], gamma: ManagedTensorSlice[IOSpec[_, _].Input, static_spec=gamma.static_spec], beta: ManagedTensorSlice[IOSpec[_, _].Input, static_spec=beta.static_spec], epsilon: Float32, input_row_offsets: ManagedTensorSlice[IOSpec[_, _].Input, static_spec=input_row_offsets.static_spec], start_pos: ManagedTensorSlice[IOSpec[_, _].Input, static_spec=start_pos.static_spec], freqs_cis: ManagedTensorSlice[IOSpec[_, _].Input, static_spec=freqs_cis.static_spec], ctx: DeviceContext)