text: import typing
  import torch
  
  from .base import *
  from .prim import *
  from .aten import *
  from .quantized import *
  
  OPERATOR_CONVERTER_DICT: typing.Dict[str, OperatorConverter] = {
      "prim::Constant": PrimConstantConverter,
      "prim::TupleConstruct": PrimTupleConstructConverter,
      "prim::ListConstruct": PrimListConstructConverter,
      "prim::ListUnpack": PrimListUnpackConverter,
      "prim::GetAttr": PrimGetAttrConverter,
      "prim::ConstantChunk": PrimConstantChunkConverter,
      "prim::NumToTensor": PrimNumToTensorConverter,
      "prim::If": PrimIfConverter,
      "aten::__getitem__": PrimGetItemConverter,
      # aten
      "aten::t": ATenTOperator,
      "aten::view": ATenViewOperator,
      "aten::reshape": ATenReshapeOperator,
      "aten::relu": ATenReluOperator,
      "aten::relu_": ATenReluOperator,
      "aten::relu6": ATenRelu6Operator,
      "aten::relu6_": ATenRelu6Operator,
      "aten::prelu": ATenPreluOperator,
      "aten::leaky_relu": ATenLeakyReluOperator,
      "aten::leaky_relu_": ATenLeakyReluOperator,
      "aten::elu": ATenEluOperator,
      "aten::elu_": ATenEluOperator,
      "aten::conv2d": ATenConv2dOperator,
      "aten::_convolution": ATenConvolutionOperator,
      "aten::batch_norm": ATenBatchNormOperator,
      "aten::avg_pool2d": ATenAvgPool2dOperator,
      "aten::max_pool2d": ATenMaxPool2dOperator,
      "aten::adaptive_avg_pool2d": ATenAdaptiveAvgPool2dOperator,
      "aten::adaptive_max_pool2d": ATenAdaptiveMaxPool2dOperator,
      "aten::mean": ATenMeanOperator,
      "aten::softmax": ATenSoftmaxOperator,
      "aten::log_softmax": ATenLogSoftmaxOperator,
      "aten::addmm": ATenAddmmOperator,
      "aten::dropout": ATenDropoutOperator,
      "aten::dropout_": ATenDropoutOperator,
      "aten::feature_dropout": ATenFeatureDropoutOperator,
      "aten::feature_dropout_": ATenFeatureDropoutOperator,
      "aten::contiguous": ATenContiguousOperator,
      "aten::permute": ATenPermuteOperator,
      "aten::sin": ATenSinOperator,
      "aten::cos": ATenCosOperator,
      "aten::tanh": ATenTanhOperator,
      "aten::pow": ATenPowOperator,
      "aten::sqrt": ATenSqrtOperator,
      "aten::sigmoid": ATenSigmoidOperator,
      "aten::sigmoid_": ATenSigmoidOperator,
      "aten::add": ATenAddOperator,
      "aten::add_": ATenAddOperator,
      "aten::sub": ATenSubOperator,
      "aten::sub_": ATenSubOperator,
      "aten::mul": ATenMulOperator,
      "aten::mul_": ATenMulOperator,
      "aten::div": ATenDivOperator,
      "aten::div_": ATenDivOperator,
      "aten::reciprocal": ATenReciprocalOperator,
      "aten::reciprocal_": ATenReciprocalOperator,
      "aten::rsqrt": ATenRsqrtOperator,
      "aten::rsqrt_": ATenRsqrtOperator,
      "aten::rsub": ATenRsubOperator,
      "aten::rsub_": ATenRsubOperator,
      "aten::atan2": ATenAtan2Operator,
      "aten::constant_pad_nd": ATenConstantPadNdOperator,
      "aten::reflection_pad1d": ATenReflectionPad1dOperator,
      "aten::reflection_pad2d": ATenReflectionPad2dOperator,
      "aten::select": ATenSelectOperator,
      "aten::unsqueeze": ATenUnsqueezeOperator,
      "aten::squeeze": ATenSqueezeOperator,
      "aten::slice": ATenSliceOperator,
      "aten::stack": ATenStackOperator,
      "aten::cat": ATenCatOperator,
      "aten::chunk": ATenChunkOperator,
      "aten::embedding": ATenEmbeddingOperator,
      "aten::linear": ATenLinearOperator,
      "aten::lstm": ATenLstmOperator,
      "aten::transpose": ATenTransposeOperator,
      "aten::hardtanh": ATenHardtanhOperator,
      "aten::hardtanh_": ATenHardtanhOperator,
      "aten::flip": ATenFlipOperator,
      "aten::floor": ATenFloorOperator,
      "aten::floor_divide": ATenFloorDivideOperator,
      "aten::leaky_relu": ATenLeakyReluOperator,
      "aten::matmul": ATenMatmulOperator,
      "aten::mm": ATenMmOperator,
      "aten::flatten": ATenFlattenOperator,
      "aten::upsample_bilinear2d": ATenUpsampleBilinear2dOperator,
      "aten::upsample_nearest2d": ATenUpsampleNearest2dOperator,
      "aten::clamp": ATenClampOperator,
      "aten::exp": ATenExpOperator,
      "aten::log": ATenLogOperator,
      "aten::to": ATenToOperator,
      "aten::ne": ATenNeOperator,
      "aten::softplus": ATenSoftplusOperator,
      "aten::layer_norm": ATenLayerNormOperator,
      "aten::instance_norm": ATenInstanceNormOperator,
      "aten::index": ATenIndexOperator,
      "aten::clone": ATenCloneOperator,
      "aten::repeat": ATenRepeatOperator,
      "aten::hardswish": ATenHardswishOperator,
      "aten::hardswish_": ATenHardswishOperator,
      "aten::hardsigmoid": ATenHardsigmoidOperator,
      "aten::hardsigmoid_": ATenHardsigmoidOperator,
      "aten::silu": ATenSiluOperator,
      "aten::silu_": ATenSiluOperator,
      "aten::std": ATenStdOperator,
      "aten::var": ATenVarOperator,
      "aten::split": ATenSplitOperator,
      "aten::split_with_sizes": ATenSplitWithSizesOperator,
      "aten::pixel_shuffle": ATenPixelShuffleOperator,
      "aten::pixel_unshuffle": ATenPixelUnshuffleOperator,
      "aten::argmax": ATenArgmaxOperator,
      "aten::argmin": ATenArgminOperator,
      "aten::expand": ATenExpandOperator,
      "aten::gather": ATenGatherOperator,
      "aten::gelu": ATenGeluOperator,
      "aten::gelu_": ATenGeluOperator,
      "aten::copy_": ATenCopyOperator,
      "aten::bmm": ATenBmmOperator,
      "aten::eq": ATenEqOperator,
      "aten::neg": ATenNegOperator,
      "aten::bitwise_not": ATenBitwiseNotOperator,
      "aten::bitwise_and": ATenBitwiseAndOperator,
      "aten::bitwise_or": ATenBitwiseOrOperator,
      "aten::__and__": ATenAndOperator,
      "aten::__or__": ATenOrOperator,
      "aten::sum": ATenSumOperator,
      "aten::prod": ATenProdOperator,
      "aten::min": ATenMinOperator,
      "aten::max": ATenMaxOperator,
      "aten::amin": ATenAminOperator,
      "aten::amax": ATenAmaxOperator,
      "aten::glu": ATenGluOperator,
      "aten::glu_": ATenGluOperator,
      "aten::masked_fill": ATenMaskedFillOperator,
      "aten::masked_fill_": ATenMaskedFillOperator,
      "aten::gt": ATenGtOperator,
      "aten::lt": ATenLtOperator,
      "aten::ge": ATenGeOperator,
      "aten::le": ATenLeOperator,
      "aten::remainder": ATenRemainderOperator,
      "aten::where": ATenWhereOperator,
      "aten::type_as": ATenTypeAsOperator,
      "aten::topk": ATenTopkOperator,
      "aten::cumsum": ATenCumsumOperator,
      "aten::meshgrid": ATenMeshgridOperator,
      "aten::unbind": ATenUnbindOperator,
      "aten::fill_": ATenFillOperator,
      # quantized
      "aten::quantize_per_tensor": ATenQuantizePerTensorOperator,
      "aten::fake_quantize_per_tensor_affine": ATenFakeQuantizePerTensorAffineOperator,
      "aten::fake_quantize_per_channel_affine": ATenFakeQuantizePerChannelAffineOperator,
      "aten::quantized_lstm": ATenQuantizedLstmOperator,
      "aten::dequantize": ATenDequantizeOperator,
      "quantized::conv1d": QuantizedConv1dOperator,
      "quantized::conv1d_relu": QuantizedConv1dReluOperator,
      "quantized::conv2d": QuantizedConv2dOperator,
      "quantized::conv2d_relu": QuantizedConv2dReluOperator,
      "quantized::linear": QuantizedLinearOperator,
      "quantized::linear_relu": QuantizedLinearReluOperator,
      "quantized::relu6": QuantizedRelu6Operator,
      "quantized::mul": QuantizedMulOperator,
      "quantized::mul_scalar": QuantizedMulScalarOperator,
      "quantized::cat": QuantizedCatOperator,
      "quantized::batch_norm1d": QuantizedBatchNorm1dOperator,
      "quantized::batch_norm2d": QuantizedBatchNorm2dOperator,
      "quantized::batch_norm2d_relu": QuantizedBatchNorm2dReluOperator,
      "quantized::add": QuantizedAddOperator,
      "quantized::add_relu": QuantizedAddReluOperator,
      "quantized::add_scalar": QuantizedAddScalarOperator,
      "quantized::conv_transpose1d": QuantizedConvTranspose1dOperator,
      "quantized::conv_transpose2d": QuantizedConvTranspose2dOperator,
      "quantized::hardswish": QuantizedHardswishOperator,
      "quantized::leaky_relu": QuantizedLeakyReluOperator,
      "quantized::linear_dynamic": QuantizedLinearDynamicOperator,
      "quantized::linear_relu_dynamic": QuantizedLinearReluDynamicOperator,
      "quantized::elu": QuantizedEluOperator,
      # non tracking
      "aten::Int": NoTrackOperator,
      "aten::zeros": NoTrackOperator,
      "aten::detach": NoTrackOperator,
      "aten::size": NoTrackOperator,
      "aten::arange": NoTrackOperator,
      "aten::ones": NoTrackOperator,
      "aten::ones_like": NoTrackOperator,
      "aten::zeros_like": NoTrackOperator,
      "aten::empty": NoTrackOperator,
      "aten::new_zeros": NoTrackOperator,
      "aten::new_ones": NoTrackOperator,
  }
  