submission 549188

#!POPCORN leaderboard amd-moe-mxfp4
#!POPCORN gpu MI355X

from task import input_t, output_t
from aiter import ActivationType, QuantType
from aiter.fused_moe import fused_moe

def custom_kernel(data: input_t) -> output_t:
    """
    Maximized Python Dispatch.
    """
    return fused_moe(
        data[0],   # hidden_states
        data[5],   # gate_up_weight_shuffled
        data[6],   # down_weight_shuffled
        data[9],   # topk_weights
        data[10],  # topk_ids
        expert_mask=None,
        activation=ActivationType.Silu,
        quant_type=QuantType.per_1x32,
        doweight_stage1=False,
        w1_scale=data[7],  # gate_up_weight_scale_shuffled
        w2_scale=data[8],  # down_weight_scale_shuffled
        a1_scale=None,
        a2_scale=None,
        hidden_pad=0,
        intermediate_pad=0,
    )