class_docstr: MoE implementation based on the CUTLASS multi-GEMM.
class_docstr_tok: ["MoE","implementation","based","on","the","CUTLASS","multi-GEMM","."]
code: def name():
      return "cutlass_multi_gemm_moe"
  
imports: from typing import Any, Dict, Optional, Tuple
  import torch
  from deepspeed.accelerator import get_accelerator
  from ....allocator import empty_from
  from ....inference_utils import ActivationType, is_gated
  from ....kernels.core_ops import BlasLibLinear, CUDAGatedActivation
  from ....kernels.ragged_ops import MoEGather, MoEScatter, RaggedTopKGating
  from ....ragged import RaggedBatchWrapper
  from ...interfaces import DSMoEBase, DSMoERegistry
  from ...configs import DSMoEConfig
  from ....kernels.cutlass_ops import MoEGEMM
  from ....inference_parameter import InferenceParameter
label_desc: Use image node_id 1 for calling the DSMultiGemmMoE obj's underlying member method code with example usage: obj.name() and returns: str