deberta_torch.mlir

#loc = loc(unknown)
module attributes {torch.debug_module_name = "_lambda"} {
  func.func @forward(%arg0: !torch.vtensor<[1,128],si64> loc(unknown)) -> !torch.vtensor<[1,2],f32> {
    %int0 = torch.constant.int 0 loc(#loc1)
    %int1 = torch.constant.int 1 loc(#loc2)
    %true = torch.constant.bool true loc(#loc3)
    %float1.000000e00 = torch.constant.float 1.000000e+00 loc(#loc3)
    %none = torch.constant.none loc(#loc)
    %int11 = torch.constant.int 11 loc(#loc4)
    %false = torch.constant.bool false loc(#loc5)
    %int128 = torch.constant.int 128 loc(#loc6)
    %int12 = torch.constant.int 12 loc(#loc7)
    %int512 = torch.constant.int 512 loc(#loc8)
    %int64 = torch.constant.int 64 loc(#loc9)
    %0 = torch.vtensor.literal(dense<0.000000e+00> : tensor<2xf32>) : !torch.vtensor<[2],f32> loc(#loc)
    %1 = torch.vtensor.literal(dense_resource<__elided__> : tensor<2x768xf32>) : !torch.vtensor<[2,768],f32> loc(#loc)
    %2 = torch.vtensor.literal(dense<0.000000e+00> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %3 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %4 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %5 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %6 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %7 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %8 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %9 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %10 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %11 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %12 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %13 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %14 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %15 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %16 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %17 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %18 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %19 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %20 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %21 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %22 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %23 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %24 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %25 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %26 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %27 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %28 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %29 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %30 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %31 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %32 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %33 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %34 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %35 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %36 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %37 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %38 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %39 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %40 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %41 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %42 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %43 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %44 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %45 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %46 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %47 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %48 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %49 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %50 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %51 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %52 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %53 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %54 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %55 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %56 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %57 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %58 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %59 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %60 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %61 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %62 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %63 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %64 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %65 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %66 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %67 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %68 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %69 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %70 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %71 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %72 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %73 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %74 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %75 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %76 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %77 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %78 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %79 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %80 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %81 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %82 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %83 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %84 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %85 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %86 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %87 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %88 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %89 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %90 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %91 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %92 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %93 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %94 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %95 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %96 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %97 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %98 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %99 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %100 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %101 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %102 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %103 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %104 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %105 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %106 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %107 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %108 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %109 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %110 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %111 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %112 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %113 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %114 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %115 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %116 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %117 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %118 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %119 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %120 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %121 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %122 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %123 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %124 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %125 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %126 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %127 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %128 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %129 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %130 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %131 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %132 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %133 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %134 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %135 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %136 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %137 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %138 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %139 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %140 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %141 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %142 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %143 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %144 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %145 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %146 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %147 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %148 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %149 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %150 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %151 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %152 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %153 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %154 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %155 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %156 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %157 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %158 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %159 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %160 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %161 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %162 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %163 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %164 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %165 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %166 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %167 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %168 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %169 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %170 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %171 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %172 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %173 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %174 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %175 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %176 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %177 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %178 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %179 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %180 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %181 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %182 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %183 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x3072xf32>) : !torch.vtensor<[768,3072],f32> loc(#loc)
    %184 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072xf32>) : !torch.vtensor<[3072],f32> loc(#loc)
    %185 = torch.vtensor.literal(dense_resource<__elided__> : tensor<3072x768xf32>) : !torch.vtensor<[3072,768],f32> loc(#loc)
    %186 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %187 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %188 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %189 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %190 = torch.vtensor.literal(dense<-3.40282347E+38> : tensor<f32>) : !torch.vtensor<[],f32> loc(#loc)
    %191 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %192 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %193 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %194 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %195 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %196 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768x768xf32>) : !torch.vtensor<[768,768],f32> loc(#loc)
    %197 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %198 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %199 = torch.vtensor.literal(dense_resource<__elided__> : tensor<512x768xf32>) : !torch.vtensor<[512,768],f32> loc(#loc)
    %200 = torch.vtensor.literal(dense_resource<__elided__> : tensor<128x128xsi64>) : !torch.vtensor<[128,128],si64> loc(#loc)
    %201 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %202 = torch.vtensor.literal(dense_resource<__elided__> : tensor<768xf32>) : !torch.vtensor<[768],f32> loc(#loc)
    %203 = torch.vtensor.literal(dense_resource<__elided__> : tensor<128100x768xf32>) : !torch.vtensor<[128100,768],f32> loc(#loc)
    %int-2 = torch.constant.int -2 loc(#loc10)
    %int-1 = torch.constant.int -1 loc(#loc11)
    %str = torch.constant.str "none" loc(#loc)
    %int768 = torch.constant.int 768 loc(#loc12)
    %float9.999990e-08 = torch.constant.float 9.9999999999999995E-8 loc(#loc13)
    %int2 = torch.constant.int 2 loc(#loc14)
    %int3 = torch.constant.int 3 loc(#loc15)
    %float1.385640e01 = torch.constant.float 13.856406460551018 loc(#loc16)
    %int256 = torch.constant.int 256 loc(#loc17)
    %int511 = torch.constant.int 511 loc(#loc18)
    %int3072 = torch.constant.int 3072 loc(#loc19)
    %cpu = torch.constant.device "cpu" loc(#loc)
    %204 = torch.prim.ListConstruct %int1, %int128 : (!torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %205 = torch.aten.ones %204, %none, %none, %cpu, %false : !torch.list<int>, !torch.none, !torch.none, !torch.Device, !torch.bool -> !torch.vtensor<[1,128],f32> loc(#loc20)
    %206 = torch.aten.embedding %203, %arg0, %int0, %false, %false : !torch.vtensor<[128100,768],f32>, !torch.vtensor<[1,128],si64>, !torch.int, !torch.bool, !torch.bool -> !torch.vtensor<[1,128,768],f32> loc(#loc21)
    %207 = torch.prim.ListConstruct %int768 : (!torch.int) -> !torch.list<int> loc(#loc)
    %result0, %result1, %result2 = torch.aten.native_layer_norm %206, %207, %202, %201, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc22)
    %208 = torch.aten.unsqueeze %205, %int2 : !torch.vtensor<[1,128],f32>, !torch.int -> !torch.vtensor<[1,128,1],f32> loc(#loc23)
    %209 = torch.aten.mul.Tensor %result0, %208 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32> -> !torch.vtensor<[1,128,768],f32> loc(#loc24)
    %210 = torch.aten.unsqueeze %205, %int1 : !torch.vtensor<[1,128],f32>, !torch.int -> !torch.vtensor<[1,1,128],f32> loc(#loc25)
    %211 = torch.aten.unsqueeze %210, %int2 : !torch.vtensor<[1,1,128],f32>, !torch.int -> !torch.vtensor<[1,1,1,128],f32> loc(#loc26)
    %212 = torch.aten.squeeze.dim %211, %int-2 : !torch.vtensor<[1,1,1,128],f32>, !torch.int -> !torch.vtensor<[1,1,128],f32> loc(#loc27)
    %213 = torch.aten.unsqueeze %212, %int-1 : !torch.vtensor<[1,1,128],f32>, !torch.int -> !torch.vtensor<[1,1,128,1],f32> loc(#loc28)
    %214 = torch.aten.mul.Tensor %211, %213 : !torch.vtensor<[1,1,1,128],f32>, !torch.vtensor<[1,1,128,1],f32> -> !torch.vtensor<[1,1,128,128],f32> loc(#loc29)
    %215 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc30)
    %216 = torch.aten.to.dtype %215, %int1, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],si8> loc(#loc30)
    %217 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc30)
    %218 = torch.aten.broadcast_to %216, %217 : !torch.vtensor<[],si8>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],si8> loc(#loc30)
    %219 = torch.aten.copy %218, %214, %false : !torch.vtensor<[1,1,128,128],si8>, !torch.vtensor<[1,1,128,128],f32>, !torch.bool -> !torch.vtensor<[1,1,128,128],si8> loc(#loc30)
    %220 = torch.aten.clone %200, %none : !torch.vtensor<[128,128],si64>, !torch.none -> !torch.vtensor<[128,128],si64> loc(#loc31)
    %221 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc32)
    %222 = torch.prim.ListConstruct %int128, %int128 : (!torch.int, !torch.int) -> !torch.list<int> loc(#loc32)
    %223 = torch.aten.broadcast_to %221, %222 : !torch.vtensor<[],si64>, !torch.list<int> -> !torch.vtensor<[128,128],si64> loc(#loc32)
    %224 = torch.aten.copy %223, %220, %false : !torch.vtensor<[128,128],si64>, !torch.vtensor<[128,128],si64>, !torch.bool -> !torch.vtensor<[128,128],si64> loc(#loc32)
    %225 = torch.aten.unsqueeze %224, %int0 : !torch.vtensor<[128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc33)
    %result0_0, %result1_1, %result2_2 = torch.aten.native_layer_norm %199, %207, %198, %197, %float9.999990e-08 : !torch.vtensor<[512,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[512,768],f32>, !torch.vtensor<[512,1],f32>, !torch.vtensor<[512,1],f32> loc(#loc34)
    %226 = torch.aten.transpose.int %196, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc35)
    %227 = torch.prim.ListConstruct %int128, %int768 : (!torch.int, !torch.int) -> !torch.list<int> loc(#loc1222)
    %228 = torch.aten.view %209, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc38)
    %229 = torch.aten.mm %228, %226 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc39)
    %230 = torch.aten.mul.Scalar %195, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc39)
    %231 = torch.aten.add.Tensor %230, %229, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc39)
    %232 = torch.prim.ListConstruct %int1, %int128, %int768 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1223)
    %233 = torch.aten.view %231, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc40)
    %234 = torch.prim.ListConstruct %int1, %int128, %int12, %int-1 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %235 = torch.aten.view %233, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc41)
    %236 = torch.prim.ListConstruct %int0, %int2, %int1, %int3 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %237 = torch.aten.permute %235, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc42)
    %238 = torch.aten.clone %237, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc43)
    %239 = torch.prim.ListConstruct %int-1, %int128, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %240 = torch.aten.view %238, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc44)
    %241 = torch.aten.transpose.int %194, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc45)
    %242 = torch.aten.view %209, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc46)
    %243 = torch.aten.mm %242, %241 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc47)
    %244 = torch.aten.mul.Scalar %193, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc47)
    %245 = torch.aten.add.Tensor %244, %243, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc47)
    %246 = torch.aten.view %245, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc48)
    %247 = torch.aten.view %246, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc49)
    %248 = torch.aten.permute %247, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc50)
    %249 = torch.aten.clone %248, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc51)
    %250 = torch.aten.view %249, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc52)
    %251 = torch.aten.transpose.int %192, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc53)
    %252 = torch.aten.view %209, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc54)
    %253 = torch.aten.mm %252, %251 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc55)
    %254 = torch.aten.mul.Scalar %191, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc55)
    %255 = torch.aten.add.Tensor %254, %253, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc55)
    %256 = torch.aten.view %255, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc56)
    %257 = torch.aten.view %256, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc57)
    %258 = torch.aten.permute %257, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc58)
    %259 = torch.aten.clone %258, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc59)
    %260 = torch.aten.view %259, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc60)
    %261 = torch.aten.transpose.int %250, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc61)
    %262 = torch.aten.bmm %240, %261 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc62)
    %263 = torch.aten.div.Scalar %262, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc63)
    %264 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc64)
    %265 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc65)
    %266 = torch.aten.transpose.int %196, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc66)
    %267 = torch.prim.ListConstruct %int512, %int768 : (!torch.int, !torch.int) -> !torch.list<int> loc(#loc1224)
    %268 = torch.aten.view %265, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc67)
    %269 = torch.aten.mm %268, %266 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc68)
    %270 = torch.aten.mul.Scalar %195, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc68)
    %271 = torch.aten.add.Tensor %270, %269, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc68)
    %272 = torch.prim.ListConstruct %int1, %int512, %int768 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1225)
    %273 = torch.aten.view %271, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc69)
    %274 = torch.prim.ListConstruct %int1, %int512, %int12, %int-1 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %275 = torch.aten.view %273, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc70)
    %276 = torch.aten.permute %275, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc71)
    %277 = torch.aten.clone %276, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc72)
    %278 = torch.prim.ListConstruct %int-1, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %279 = torch.aten.view %277, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc73)
    %280 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc74)
    %281 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc74)
    %282 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc74)
    %283 = torch.aten.view %279, %280 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc74)
    %284 = torch.aten.broadcast_to %283, %281 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc74)
    %285 = torch.aten.view %284, %282 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc74)
    %286 = torch.aten.transpose.int %194, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc75)
    %287 = torch.aten.view %265, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc76)
    %288 = torch.aten.mm %287, %286 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc77)
    %289 = torch.aten.mul.Scalar %193, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc77)
    %290 = torch.aten.add.Tensor %289, %288, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc77)
    %291 = torch.aten.view %290, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc78)
    %292 = torch.aten.view %291, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc79)
    %293 = torch.aten.permute %292, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc80)
    %294 = torch.aten.clone %293, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc81)
    %295 = torch.aten.view %294, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc82)
    %296 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc83)
    %297 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc83)
    %298 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc83)
    %299 = torch.aten.view %295, %296 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc83)
    %300 = torch.aten.broadcast_to %299, %297 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc83)
    %301 = torch.aten.view %300, %298 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc83)
    %302 = torch.aten.transpose.int %301, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc84)
    %303 = torch.aten.bmm %240, %302 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc85)
    %304 = torch.aten.add.Scalar %264, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc86)
    %305 = torch.aten.clamp %304, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc87)
    %306 = torch.aten.squeeze.dim %305, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc88)
    %307 = torch.prim.ListConstruct %int12, %int128, %int128 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1226)
    %308 = torch.aten.broadcast_to %306, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc91)
    %309 = torch.aten.gather %303, %int-1, %308, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc92)
    %310 = torch.aten.div.Scalar %309, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc93)
    %311 = torch.aten.add.Scalar %310, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc94)
    %312 = torch.aten.neg %264 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc95)
    %313 = torch.aten.add.Scalar %312, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc96)
    %314 = torch.aten.clamp %313, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc97)
    %315 = torch.aten.transpose.int %285, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc98)
    %316 = torch.aten.bmm %250, %315 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc99)
    %317 = torch.aten.squeeze.dim %314, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc100)
    %318 = torch.aten.broadcast_to %317, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc101)
    %319 = torch.aten.gather %316, %int-1, %318, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc102)
    %320 = torch.aten.transpose.int %319, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc103)
    %321 = torch.aten.div.Scalar %320, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc104)
    %322 = torch.aten.add.Tensor %311, %321, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc105)
    %323 = torch.aten.add.Tensor %263, %322, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc106)
    %324 = torch.prim.ListConstruct %int-1, %int12, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %325 = torch.aten.view %323, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc107)
    %326 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc108)
    %327 = torch.aten.to.dtype %326, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc108)
    %328 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc108)
    %329 = torch.aten.broadcast_to %327, %328 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc108)
    %330 = torch.aten.copy %329, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc108)
    %331 = torch.aten.bitwise_not %330 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc109)
    %332 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc110)
    %333 = torch.aten.masked_fill.Tensor %325, %331, %332 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc111)
    %values, %indices = torch.aten.max.dim %333, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc3)
    %334 = torch.aten.sub.Tensor %333, %values, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc3)
    %335 = torch.aten.exp %334 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc3)
    %336 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc3)
    %337 = torch.aten.sum.dim_IntList %335, %336, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc3)
    %338 = torch.aten.div.Tensor %335, %337 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc3)
    %339 = torch.aten.masked_fill.Scalar %338, %331, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc112)
    %340 = torch.prim.ListConstruct %int-1, %int128, %int128 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %341 = torch.aten.view %339, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc113)
    %342 = torch.aten.bmm %341, %260 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc114)
    %343 = torch.prim.ListConstruct %int-1, %int12, %int128, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %344 = torch.aten.view %342, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc115)
    %345 = torch.aten.permute %344, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc116)
    %346 = torch.aten.clone %345, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc117)
    %347 = torch.prim.ListConstruct %int1, %int128, %int-1 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc)
    %348 = torch.aten.view %346, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc118)
    %349 = torch.aten.transpose.int %189, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc119)
    %350 = torch.aten.view %348, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc120)
    %351 = torch.aten.mm %350, %349 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc121)
    %352 = torch.aten.mul.Scalar %188, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc121)
    %353 = torch.aten.add.Tensor %352, %351, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc121)
    %354 = torch.aten.view %353, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc122)
    %355 = torch.aten.add.Tensor %354, %209, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc123)
    %result0_3, %result1_4, %result2_5 = torch.aten.native_layer_norm %355, %207, %187, %186, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc124)
    %356 = torch.aten.transpose.int %185, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc125)
    %357 = torch.aten.view %result0_3, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc126)
    %358 = torch.aten.mm %357, %356 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc127)
    %359 = torch.aten.mul.Scalar %184, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc127)
    %360 = torch.aten.add.Tensor %359, %358, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc127)
    %361 = torch.prim.ListConstruct %int1, %int128, %int3072 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1227)
    %362 = torch.aten.view %360, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc128)
    %363 = torch.aten.gelu %362, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc129)
    %364 = torch.aten.transpose.int %183, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc130)
    %365 = torch.prim.ListConstruct %int128, %int3072 : (!torch.int, !torch.int) -> !torch.list<int> loc(#loc1228)
    %366 = torch.aten.view %363, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc131)
    %367 = torch.aten.mm %366, %364 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc132)
    %368 = torch.aten.mul.Scalar %182, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc132)
    %369 = torch.aten.add.Tensor %368, %367, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc132)
    %370 = torch.aten.view %369, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc133)
    %371 = torch.aten.add.Tensor %370, %result0_3, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc134)
    %result0_6, %result1_7, %result2_8 = torch.aten.native_layer_norm %371, %207, %181, %180, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc135)
    %372 = torch.aten.transpose.int %179, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc136)
    %373 = torch.aten.view %result0_6, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc137)
    %374 = torch.aten.mm %373, %372 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc138)
    %375 = torch.aten.mul.Scalar %178, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc138)
    %376 = torch.aten.add.Tensor %375, %374, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc138)
    %377 = torch.aten.view %376, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc139)
    %378 = torch.aten.view %377, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc140)
    %379 = torch.aten.permute %378, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc141)
    %380 = torch.aten.clone %379, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc142)
    %381 = torch.aten.view %380, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc143)
    %382 = torch.aten.transpose.int %177, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc144)
    %383 = torch.aten.view %result0_6, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc145)
    %384 = torch.aten.mm %383, %382 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc146)
    %385 = torch.aten.mul.Scalar %176, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc146)
    %386 = torch.aten.add.Tensor %385, %384, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc146)
    %387 = torch.aten.view %386, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc147)
    %388 = torch.aten.view %387, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc148)
    %389 = torch.aten.permute %388, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc149)
    %390 = torch.aten.clone %389, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc150)
    %391 = torch.aten.view %390, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc151)
    %392 = torch.aten.transpose.int %175, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc152)
    %393 = torch.aten.view %result0_6, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc153)
    %394 = torch.aten.mm %393, %392 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc154)
    %395 = torch.aten.mul.Scalar %174, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc154)
    %396 = torch.aten.add.Tensor %395, %394, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc154)
    %397 = torch.aten.view %396, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc155)
    %398 = torch.aten.view %397, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc156)
    %399 = torch.aten.permute %398, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc157)
    %400 = torch.aten.clone %399, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc158)
    %401 = torch.aten.view %400, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc159)
    %402 = torch.aten.transpose.int %391, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc160)
    %403 = torch.aten.bmm %381, %402 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc161)
    %404 = torch.aten.div.Scalar %403, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc162)
    %405 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc163)
    %406 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc164)
    %407 = torch.aten.transpose.int %179, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc165)
    %408 = torch.aten.view %406, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc166)
    %409 = torch.aten.mm %408, %407 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc167)
    %410 = torch.aten.mul.Scalar %178, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc167)
    %411 = torch.aten.add.Tensor %410, %409, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc167)
    %412 = torch.aten.view %411, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc168)
    %413 = torch.aten.view %412, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc169)
    %414 = torch.aten.permute %413, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc170)
    %415 = torch.aten.clone %414, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc171)
    %416 = torch.aten.view %415, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc172)
    %417 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc173)
    %418 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc173)
    %419 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc173)
    %420 = torch.aten.view %416, %417 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc173)
    %421 = torch.aten.broadcast_to %420, %418 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc173)
    %422 = torch.aten.view %421, %419 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc173)
    %423 = torch.aten.transpose.int %177, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc174)
    %424 = torch.aten.view %406, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc175)
    %425 = torch.aten.mm %424, %423 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc176)
    %426 = torch.aten.mul.Scalar %176, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc176)
    %427 = torch.aten.add.Tensor %426, %425, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc176)
    %428 = torch.aten.view %427, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc177)
    %429 = torch.aten.view %428, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc178)
    %430 = torch.aten.permute %429, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc179)
    %431 = torch.aten.clone %430, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc180)
    %432 = torch.aten.view %431, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc181)
    %433 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc182)
    %434 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc182)
    %435 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc182)
    %436 = torch.aten.view %432, %433 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc182)
    %437 = torch.aten.broadcast_to %436, %434 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc182)
    %438 = torch.aten.view %437, %435 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc182)
    %439 = torch.aten.transpose.int %438, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc183)
    %440 = torch.aten.bmm %381, %439 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc184)
    %441 = torch.aten.add.Scalar %405, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc185)
    %442 = torch.aten.clamp %441, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc186)
    %443 = torch.aten.squeeze.dim %442, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc187)
    %444 = torch.aten.broadcast_to %443, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc188)
    %445 = torch.aten.gather %440, %int-1, %444, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc189)
    %446 = torch.aten.div.Scalar %445, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc190)
    %447 = torch.aten.add.Scalar %446, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc191)
    %448 = torch.aten.neg %405 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc192)
    %449 = torch.aten.add.Scalar %448, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc193)
    %450 = torch.aten.clamp %449, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc194)
    %451 = torch.aten.transpose.int %422, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc195)
    %452 = torch.aten.bmm %391, %451 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc196)
    %453 = torch.aten.squeeze.dim %450, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc197)
    %454 = torch.aten.broadcast_to %453, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc198)
    %455 = torch.aten.gather %452, %int-1, %454, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc199)
    %456 = torch.aten.transpose.int %455, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc200)
    %457 = torch.aten.div.Scalar %456, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc201)
    %458 = torch.aten.add.Tensor %447, %457, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc202)
    %459 = torch.aten.add.Tensor %404, %458, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc203)
    %460 = torch.aten.view %459, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc204)
    %461 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc205)
    %462 = torch.aten.to.dtype %461, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc205)
    %463 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc205)
    %464 = torch.aten.broadcast_to %462, %463 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc205)
    %465 = torch.aten.copy %464, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc205)
    %466 = torch.aten.bitwise_not %465 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc206)
    %467 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc207)
    %468 = torch.aten.masked_fill.Tensor %460, %466, %467 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc208)
    %values_9, %indices_10 = torch.aten.max.dim %468, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc209)
    %469 = torch.aten.sub.Tensor %468, %values_9, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc209)
    %470 = torch.aten.exp %469 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc209)
    %471 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc209)
    %472 = torch.aten.sum.dim_IntList %470, %471, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc209)
    %473 = torch.aten.div.Tensor %470, %472 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc209)
    %474 = torch.aten.masked_fill.Scalar %473, %466, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc210)
    %475 = torch.aten.view %474, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc211)
    %476 = torch.aten.bmm %475, %401 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc212)
    %477 = torch.aten.view %476, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc213)
    %478 = torch.aten.permute %477, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc214)
    %479 = torch.aten.clone %478, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc215)
    %480 = torch.aten.view %479, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc216)
    %481 = torch.aten.transpose.int %173, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc217)
    %482 = torch.aten.view %480, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc218)
    %483 = torch.aten.mm %482, %481 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc219)
    %484 = torch.aten.mul.Scalar %172, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc219)
    %485 = torch.aten.add.Tensor %484, %483, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc219)
    %486 = torch.aten.view %485, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc220)
    %487 = torch.aten.add.Tensor %486, %result0_6, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc221)
    %result0_11, %result1_12, %result2_13 = torch.aten.native_layer_norm %487, %207, %171, %170, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc222)
    %488 = torch.aten.transpose.int %169, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc223)
    %489 = torch.aten.view %result0_11, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc224)
    %490 = torch.aten.mm %489, %488 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc225)
    %491 = torch.aten.mul.Scalar %168, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc225)
    %492 = torch.aten.add.Tensor %491, %490, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc225)
    %493 = torch.aten.view %492, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc226)
    %494 = torch.aten.gelu %493, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc227)
    %495 = torch.aten.transpose.int %167, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc228)
    %496 = torch.aten.view %494, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc229)
    %497 = torch.aten.mm %496, %495 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc230)
    %498 = torch.aten.mul.Scalar %166, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc230)
    %499 = torch.aten.add.Tensor %498, %497, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc230)
    %500 = torch.aten.view %499, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc231)
    %501 = torch.aten.add.Tensor %500, %result0_11, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc232)
    %result0_14, %result1_15, %result2_16 = torch.aten.native_layer_norm %501, %207, %165, %164, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc233)
    %502 = torch.aten.transpose.int %163, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc234)
    %503 = torch.aten.view %result0_14, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc235)
    %504 = torch.aten.mm %503, %502 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc236)
    %505 = torch.aten.mul.Scalar %162, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc236)
    %506 = torch.aten.add.Tensor %505, %504, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc236)
    %507 = torch.aten.view %506, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc237)
    %508 = torch.aten.view %507, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc238)
    %509 = torch.aten.permute %508, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc239)
    %510 = torch.aten.clone %509, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc240)
    %511 = torch.aten.view %510, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc241)
    %512 = torch.aten.transpose.int %161, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc242)
    %513 = torch.aten.view %result0_14, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc243)
    %514 = torch.aten.mm %513, %512 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc244)
    %515 = torch.aten.mul.Scalar %160, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc244)
    %516 = torch.aten.add.Tensor %515, %514, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc244)
    %517 = torch.aten.view %516, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc245)
    %518 = torch.aten.view %517, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc246)
    %519 = torch.aten.permute %518, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc247)
    %520 = torch.aten.clone %519, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc248)
    %521 = torch.aten.view %520, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc249)
    %522 = torch.aten.transpose.int %159, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc250)
    %523 = torch.aten.view %result0_14, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc251)
    %524 = torch.aten.mm %523, %522 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc252)
    %525 = torch.aten.mul.Scalar %158, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc252)
    %526 = torch.aten.add.Tensor %525, %524, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc252)
    %527 = torch.aten.view %526, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc253)
    %528 = torch.aten.view %527, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc254)
    %529 = torch.aten.permute %528, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc255)
    %530 = torch.aten.clone %529, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc256)
    %531 = torch.aten.view %530, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc257)
    %532 = torch.aten.transpose.int %521, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc258)
    %533 = torch.aten.bmm %511, %532 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc259)
    %534 = torch.aten.div.Scalar %533, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc260)
    %535 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc261)
    %536 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc262)
    %537 = torch.aten.transpose.int %163, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc263)
    %538 = torch.aten.view %536, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc264)
    %539 = torch.aten.mm %538, %537 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc265)
    %540 = torch.aten.mul.Scalar %162, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc265)
    %541 = torch.aten.add.Tensor %540, %539, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc265)
    %542 = torch.aten.view %541, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc266)
    %543 = torch.aten.view %542, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc267)
    %544 = torch.aten.permute %543, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc268)
    %545 = torch.aten.clone %544, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc269)
    %546 = torch.aten.view %545, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc270)
    %547 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc271)
    %548 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc271)
    %549 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc271)
    %550 = torch.aten.view %546, %547 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc271)
    %551 = torch.aten.broadcast_to %550, %548 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc271)
    %552 = torch.aten.view %551, %549 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc271)
    %553 = torch.aten.transpose.int %161, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc272)
    %554 = torch.aten.view %536, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc273)
    %555 = torch.aten.mm %554, %553 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc274)
    %556 = torch.aten.mul.Scalar %160, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc274)
    %557 = torch.aten.add.Tensor %556, %555, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc274)
    %558 = torch.aten.view %557, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc275)
    %559 = torch.aten.view %558, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc276)
    %560 = torch.aten.permute %559, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc277)
    %561 = torch.aten.clone %560, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc278)
    %562 = torch.aten.view %561, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc279)
    %563 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc280)
    %564 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc280)
    %565 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc280)
    %566 = torch.aten.view %562, %563 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc280)
    %567 = torch.aten.broadcast_to %566, %564 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc280)
    %568 = torch.aten.view %567, %565 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc280)
    %569 = torch.aten.transpose.int %568, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc281)
    %570 = torch.aten.bmm %511, %569 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc282)
    %571 = torch.aten.add.Scalar %535, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc283)
    %572 = torch.aten.clamp %571, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc284)
    %573 = torch.aten.squeeze.dim %572, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc285)
    %574 = torch.aten.broadcast_to %573, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc286)
    %575 = torch.aten.gather %570, %int-1, %574, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc287)
    %576 = torch.aten.div.Scalar %575, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc288)
    %577 = torch.aten.add.Scalar %576, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc289)
    %578 = torch.aten.neg %535 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc290)
    %579 = torch.aten.add.Scalar %578, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc291)
    %580 = torch.aten.clamp %579, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc292)
    %581 = torch.aten.transpose.int %552, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc293)
    %582 = torch.aten.bmm %521, %581 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc294)
    %583 = torch.aten.squeeze.dim %580, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc295)
    %584 = torch.aten.broadcast_to %583, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc296)
    %585 = torch.aten.gather %582, %int-1, %584, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc297)
    %586 = torch.aten.transpose.int %585, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc298)
    %587 = torch.aten.div.Scalar %586, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc299)
    %588 = torch.aten.add.Tensor %577, %587, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc300)
    %589 = torch.aten.add.Tensor %534, %588, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc301)
    %590 = torch.aten.view %589, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc302)
    %591 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc303)
    %592 = torch.aten.to.dtype %591, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc303)
    %593 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc303)
    %594 = torch.aten.broadcast_to %592, %593 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc303)
    %595 = torch.aten.copy %594, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc303)
    %596 = torch.aten.bitwise_not %595 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc304)
    %597 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc305)
    %598 = torch.aten.masked_fill.Tensor %590, %596, %597 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc306)
    %values_17, %indices_18 = torch.aten.max.dim %598, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc307)
    %599 = torch.aten.sub.Tensor %598, %values_17, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc307)
    %600 = torch.aten.exp %599 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc307)
    %601 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc307)
    %602 = torch.aten.sum.dim_IntList %600, %601, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc307)
    %603 = torch.aten.div.Tensor %600, %602 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc307)
    %604 = torch.aten.masked_fill.Scalar %603, %596, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc308)
    %605 = torch.aten.view %604, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc309)
    %606 = torch.aten.bmm %605, %531 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc310)
    %607 = torch.aten.view %606, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc311)
    %608 = torch.aten.permute %607, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc312)
    %609 = torch.aten.clone %608, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc313)
    %610 = torch.aten.view %609, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc314)
    %611 = torch.aten.transpose.int %157, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc315)
    %612 = torch.aten.view %610, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc316)
    %613 = torch.aten.mm %612, %611 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc317)
    %614 = torch.aten.mul.Scalar %156, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc317)
    %615 = torch.aten.add.Tensor %614, %613, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc317)
    %616 = torch.aten.view %615, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc318)
    %617 = torch.aten.add.Tensor %616, %result0_14, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc319)
    %result0_19, %result1_20, %result2_21 = torch.aten.native_layer_norm %617, %207, %155, %154, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc320)
    %618 = torch.aten.transpose.int %153, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc321)
    %619 = torch.aten.view %result0_19, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc322)
    %620 = torch.aten.mm %619, %618 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc323)
    %621 = torch.aten.mul.Scalar %152, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc323)
    %622 = torch.aten.add.Tensor %621, %620, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc323)
    %623 = torch.aten.view %622, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc324)
    %624 = torch.aten.gelu %623, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc325)
    %625 = torch.aten.transpose.int %151, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc326)
    %626 = torch.aten.view %624, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc327)
    %627 = torch.aten.mm %626, %625 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc328)
    %628 = torch.aten.mul.Scalar %150, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc328)
    %629 = torch.aten.add.Tensor %628, %627, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc328)
    %630 = torch.aten.view %629, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc329)
    %631 = torch.aten.add.Tensor %630, %result0_19, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc330)
    %result0_22, %result1_23, %result2_24 = torch.aten.native_layer_norm %631, %207, %149, %148, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc331)
    %632 = torch.aten.transpose.int %147, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc332)
    %633 = torch.aten.view %result0_22, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc333)
    %634 = torch.aten.mm %633, %632 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc334)
    %635 = torch.aten.mul.Scalar %146, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc334)
    %636 = torch.aten.add.Tensor %635, %634, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc334)
    %637 = torch.aten.view %636, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc335)
    %638 = torch.aten.view %637, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc336)
    %639 = torch.aten.permute %638, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc337)
    %640 = torch.aten.clone %639, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc338)
    %641 = torch.aten.view %640, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc339)
    %642 = torch.aten.transpose.int %145, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc340)
    %643 = torch.aten.view %result0_22, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc341)
    %644 = torch.aten.mm %643, %642 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc342)
    %645 = torch.aten.mul.Scalar %144, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc342)
    %646 = torch.aten.add.Tensor %645, %644, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc342)
    %647 = torch.aten.view %646, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc343)
    %648 = torch.aten.view %647, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc344)
    %649 = torch.aten.permute %648, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc345)
    %650 = torch.aten.clone %649, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc346)
    %651 = torch.aten.view %650, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc347)
    %652 = torch.aten.transpose.int %143, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc348)
    %653 = torch.aten.view %result0_22, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc349)
    %654 = torch.aten.mm %653, %652 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc350)
    %655 = torch.aten.mul.Scalar %142, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc350)
    %656 = torch.aten.add.Tensor %655, %654, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc350)
    %657 = torch.aten.view %656, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc351)
    %658 = torch.aten.view %657, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc352)
    %659 = torch.aten.permute %658, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc353)
    %660 = torch.aten.clone %659, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc354)
    %661 = torch.aten.view %660, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc355)
    %662 = torch.aten.transpose.int %651, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc356)
    %663 = torch.aten.bmm %641, %662 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc357)
    %664 = torch.aten.div.Scalar %663, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc358)
    %665 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc359)
    %666 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc360)
    %667 = torch.aten.transpose.int %147, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc361)
    %668 = torch.aten.view %666, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc362)
    %669 = torch.aten.mm %668, %667 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc363)
    %670 = torch.aten.mul.Scalar %146, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc363)
    %671 = torch.aten.add.Tensor %670, %669, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc363)
    %672 = torch.aten.view %671, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc364)
    %673 = torch.aten.view %672, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc365)
    %674 = torch.aten.permute %673, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc366)
    %675 = torch.aten.clone %674, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc367)
    %676 = torch.aten.view %675, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc368)
    %677 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc369)
    %678 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc369)
    %679 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc369)
    %680 = torch.aten.view %676, %677 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc369)
    %681 = torch.aten.broadcast_to %680, %678 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc369)
    %682 = torch.aten.view %681, %679 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc369)
    %683 = torch.aten.transpose.int %145, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc370)
    %684 = torch.aten.view %666, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc371)
    %685 = torch.aten.mm %684, %683 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc372)
    %686 = torch.aten.mul.Scalar %144, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc372)
    %687 = torch.aten.add.Tensor %686, %685, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc372)
    %688 = torch.aten.view %687, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc373)
    %689 = torch.aten.view %688, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc374)
    %690 = torch.aten.permute %689, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc375)
    %691 = torch.aten.clone %690, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc376)
    %692 = torch.aten.view %691, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc377)
    %693 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc378)
    %694 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc378)
    %695 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc378)
    %696 = torch.aten.view %692, %693 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc378)
    %697 = torch.aten.broadcast_to %696, %694 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc378)
    %698 = torch.aten.view %697, %695 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc378)
    %699 = torch.aten.transpose.int %698, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc379)
    %700 = torch.aten.bmm %641, %699 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc380)
    %701 = torch.aten.add.Scalar %665, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc381)
    %702 = torch.aten.clamp %701, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc382)
    %703 = torch.aten.squeeze.dim %702, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc383)
    %704 = torch.aten.broadcast_to %703, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc384)
    %705 = torch.aten.gather %700, %int-1, %704, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc385)
    %706 = torch.aten.div.Scalar %705, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc386)
    %707 = torch.aten.add.Scalar %706, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc387)
    %708 = torch.aten.neg %665 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc388)
    %709 = torch.aten.add.Scalar %708, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc389)
    %710 = torch.aten.clamp %709, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc390)
    %711 = torch.aten.transpose.int %682, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc391)
    %712 = torch.aten.bmm %651, %711 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc392)
    %713 = torch.aten.squeeze.dim %710, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc393)
    %714 = torch.aten.broadcast_to %713, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc394)
    %715 = torch.aten.gather %712, %int-1, %714, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc395)
    %716 = torch.aten.transpose.int %715, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc396)
    %717 = torch.aten.div.Scalar %716, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc397)
    %718 = torch.aten.add.Tensor %707, %717, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc398)
    %719 = torch.aten.add.Tensor %664, %718, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc399)
    %720 = torch.aten.view %719, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc400)
    %721 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc401)
    %722 = torch.aten.to.dtype %721, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc401)
    %723 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc401)
    %724 = torch.aten.broadcast_to %722, %723 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc401)
    %725 = torch.aten.copy %724, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc401)
    %726 = torch.aten.bitwise_not %725 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc402)
    %727 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc403)
    %728 = torch.aten.masked_fill.Tensor %720, %726, %727 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc404)
    %values_25, %indices_26 = torch.aten.max.dim %728, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc405)
    %729 = torch.aten.sub.Tensor %728, %values_25, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc405)
    %730 = torch.aten.exp %729 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc405)
    %731 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc405)
    %732 = torch.aten.sum.dim_IntList %730, %731, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc405)
    %733 = torch.aten.div.Tensor %730, %732 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc405)
    %734 = torch.aten.masked_fill.Scalar %733, %726, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc406)
    %735 = torch.aten.view %734, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc407)
    %736 = torch.aten.bmm %735, %661 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc408)
    %737 = torch.aten.view %736, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc409)
    %738 = torch.aten.permute %737, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc410)
    %739 = torch.aten.clone %738, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc411)
    %740 = torch.aten.view %739, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc412)
    %741 = torch.aten.transpose.int %141, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc413)
    %742 = torch.aten.view %740, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc414)
    %743 = torch.aten.mm %742, %741 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc415)
    %744 = torch.aten.mul.Scalar %140, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc415)
    %745 = torch.aten.add.Tensor %744, %743, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc415)
    %746 = torch.aten.view %745, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc416)
    %747 = torch.aten.add.Tensor %746, %result0_22, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc417)
    %result0_27, %result1_28, %result2_29 = torch.aten.native_layer_norm %747, %207, %139, %138, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc418)
    %748 = torch.aten.transpose.int %137, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc419)
    %749 = torch.aten.view %result0_27, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc420)
    %750 = torch.aten.mm %749, %748 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc421)
    %751 = torch.aten.mul.Scalar %136, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc421)
    %752 = torch.aten.add.Tensor %751, %750, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc421)
    %753 = torch.aten.view %752, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc422)
    %754 = torch.aten.gelu %753, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc423)
    %755 = torch.aten.transpose.int %135, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc424)
    %756 = torch.aten.view %754, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc425)
    %757 = torch.aten.mm %756, %755 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc426)
    %758 = torch.aten.mul.Scalar %134, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc426)
    %759 = torch.aten.add.Tensor %758, %757, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc426)
    %760 = torch.aten.view %759, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc427)
    %761 = torch.aten.add.Tensor %760, %result0_27, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc428)
    %result0_30, %result1_31, %result2_32 = torch.aten.native_layer_norm %761, %207, %133, %132, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc429)
    %762 = torch.aten.transpose.int %131, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc430)
    %763 = torch.aten.view %result0_30, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc431)
    %764 = torch.aten.mm %763, %762 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc432)
    %765 = torch.aten.mul.Scalar %130, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc432)
    %766 = torch.aten.add.Tensor %765, %764, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc432)
    %767 = torch.aten.view %766, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc433)
    %768 = torch.aten.view %767, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc434)
    %769 = torch.aten.permute %768, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc435)
    %770 = torch.aten.clone %769, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc436)
    %771 = torch.aten.view %770, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc437)
    %772 = torch.aten.transpose.int %129, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc438)
    %773 = torch.aten.view %result0_30, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc439)
    %774 = torch.aten.mm %773, %772 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc440)
    %775 = torch.aten.mul.Scalar %128, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc440)
    %776 = torch.aten.add.Tensor %775, %774, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc440)
    %777 = torch.aten.view %776, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc441)
    %778 = torch.aten.view %777, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc442)
    %779 = torch.aten.permute %778, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc443)
    %780 = torch.aten.clone %779, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc444)
    %781 = torch.aten.view %780, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc445)
    %782 = torch.aten.transpose.int %127, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc446)
    %783 = torch.aten.view %result0_30, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc447)
    %784 = torch.aten.mm %783, %782 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc448)
    %785 = torch.aten.mul.Scalar %126, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc448)
    %786 = torch.aten.add.Tensor %785, %784, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc448)
    %787 = torch.aten.view %786, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc449)
    %788 = torch.aten.view %787, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc450)
    %789 = torch.aten.permute %788, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc451)
    %790 = torch.aten.clone %789, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc452)
    %791 = torch.aten.view %790, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc453)
    %792 = torch.aten.transpose.int %781, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc454)
    %793 = torch.aten.bmm %771, %792 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc455)
    %794 = torch.aten.div.Scalar %793, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc456)
    %795 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc457)
    %796 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc458)
    %797 = torch.aten.transpose.int %131, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc459)
    %798 = torch.aten.view %796, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc460)
    %799 = torch.aten.mm %798, %797 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc461)
    %800 = torch.aten.mul.Scalar %130, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc461)
    %801 = torch.aten.add.Tensor %800, %799, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc461)
    %802 = torch.aten.view %801, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc462)
    %803 = torch.aten.view %802, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc463)
    %804 = torch.aten.permute %803, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc464)
    %805 = torch.aten.clone %804, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc465)
    %806 = torch.aten.view %805, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc466)
    %807 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc467)
    %808 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc467)
    %809 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc467)
    %810 = torch.aten.view %806, %807 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc467)
    %811 = torch.aten.broadcast_to %810, %808 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc467)
    %812 = torch.aten.view %811, %809 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc467)
    %813 = torch.aten.transpose.int %129, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc468)
    %814 = torch.aten.view %796, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc469)
    %815 = torch.aten.mm %814, %813 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc470)
    %816 = torch.aten.mul.Scalar %128, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc470)
    %817 = torch.aten.add.Tensor %816, %815, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc470)
    %818 = torch.aten.view %817, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc471)
    %819 = torch.aten.view %818, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc472)
    %820 = torch.aten.permute %819, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc473)
    %821 = torch.aten.clone %820, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc474)
    %822 = torch.aten.view %821, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc475)
    %823 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc476)
    %824 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc476)
    %825 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc476)
    %826 = torch.aten.view %822, %823 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc476)
    %827 = torch.aten.broadcast_to %826, %824 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc476)
    %828 = torch.aten.view %827, %825 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc476)
    %829 = torch.aten.transpose.int %828, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc477)
    %830 = torch.aten.bmm %771, %829 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc478)
    %831 = torch.aten.add.Scalar %795, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc479)
    %832 = torch.aten.clamp %831, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc480)
    %833 = torch.aten.squeeze.dim %832, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc481)
    %834 = torch.aten.broadcast_to %833, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc482)
    %835 = torch.aten.gather %830, %int-1, %834, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc483)
    %836 = torch.aten.div.Scalar %835, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc484)
    %837 = torch.aten.add.Scalar %836, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc485)
    %838 = torch.aten.neg %795 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc486)
    %839 = torch.aten.add.Scalar %838, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc487)
    %840 = torch.aten.clamp %839, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc488)
    %841 = torch.aten.transpose.int %812, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc489)
    %842 = torch.aten.bmm %781, %841 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc490)
    %843 = torch.aten.squeeze.dim %840, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc491)
    %844 = torch.aten.broadcast_to %843, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc492)
    %845 = torch.aten.gather %842, %int-1, %844, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc493)
    %846 = torch.aten.transpose.int %845, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc494)
    %847 = torch.aten.div.Scalar %846, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc495)
    %848 = torch.aten.add.Tensor %837, %847, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc496)
    %849 = torch.aten.add.Tensor %794, %848, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc497)
    %850 = torch.aten.view %849, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc498)
    %851 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc499)
    %852 = torch.aten.to.dtype %851, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc499)
    %853 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc499)
    %854 = torch.aten.broadcast_to %852, %853 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc499)
    %855 = torch.aten.copy %854, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc499)
    %856 = torch.aten.bitwise_not %855 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc500)
    %857 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc501)
    %858 = torch.aten.masked_fill.Tensor %850, %856, %857 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc502)
    %values_33, %indices_34 = torch.aten.max.dim %858, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc503)
    %859 = torch.aten.sub.Tensor %858, %values_33, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc503)
    %860 = torch.aten.exp %859 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc503)
    %861 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc503)
    %862 = torch.aten.sum.dim_IntList %860, %861, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc503)
    %863 = torch.aten.div.Tensor %860, %862 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc503)
    %864 = torch.aten.masked_fill.Scalar %863, %856, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc504)
    %865 = torch.aten.view %864, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc505)
    %866 = torch.aten.bmm %865, %791 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc506)
    %867 = torch.aten.view %866, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc507)
    %868 = torch.aten.permute %867, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc508)
    %869 = torch.aten.clone %868, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc509)
    %870 = torch.aten.view %869, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc510)
    %871 = torch.aten.transpose.int %125, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc511)
    %872 = torch.aten.view %870, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc512)
    %873 = torch.aten.mm %872, %871 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc513)
    %874 = torch.aten.mul.Scalar %124, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc513)
    %875 = torch.aten.add.Tensor %874, %873, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc513)
    %876 = torch.aten.view %875, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc514)
    %877 = torch.aten.add.Tensor %876, %result0_30, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc515)
    %result0_35, %result1_36, %result2_37 = torch.aten.native_layer_norm %877, %207, %123, %122, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc516)
    %878 = torch.aten.transpose.int %121, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc517)
    %879 = torch.aten.view %result0_35, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc518)
    %880 = torch.aten.mm %879, %878 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc519)
    %881 = torch.aten.mul.Scalar %120, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc519)
    %882 = torch.aten.add.Tensor %881, %880, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc519)
    %883 = torch.aten.view %882, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc520)
    %884 = torch.aten.gelu %883, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc521)
    %885 = torch.aten.transpose.int %119, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc522)
    %886 = torch.aten.view %884, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc523)
    %887 = torch.aten.mm %886, %885 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc524)
    %888 = torch.aten.mul.Scalar %118, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc524)
    %889 = torch.aten.add.Tensor %888, %887, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc524)
    %890 = torch.aten.view %889, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc525)
    %891 = torch.aten.add.Tensor %890, %result0_35, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc526)
    %result0_38, %result1_39, %result2_40 = torch.aten.native_layer_norm %891, %207, %117, %116, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc527)
    %892 = torch.aten.transpose.int %115, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc528)
    %893 = torch.aten.view %result0_38, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc529)
    %894 = torch.aten.mm %893, %892 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc530)
    %895 = torch.aten.mul.Scalar %114, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc530)
    %896 = torch.aten.add.Tensor %895, %894, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc530)
    %897 = torch.aten.view %896, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc531)
    %898 = torch.aten.view %897, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc532)
    %899 = torch.aten.permute %898, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc533)
    %900 = torch.aten.clone %899, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc534)
    %901 = torch.aten.view %900, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc535)
    %902 = torch.aten.transpose.int %113, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc536)
    %903 = torch.aten.view %result0_38, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc537)
    %904 = torch.aten.mm %903, %902 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc538)
    %905 = torch.aten.mul.Scalar %112, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc538)
    %906 = torch.aten.add.Tensor %905, %904, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc538)
    %907 = torch.aten.view %906, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc539)
    %908 = torch.aten.view %907, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc540)
    %909 = torch.aten.permute %908, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc541)
    %910 = torch.aten.clone %909, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc542)
    %911 = torch.aten.view %910, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc543)
    %912 = torch.aten.transpose.int %111, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc544)
    %913 = torch.aten.view %result0_38, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc545)
    %914 = torch.aten.mm %913, %912 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc546)
    %915 = torch.aten.mul.Scalar %110, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc546)
    %916 = torch.aten.add.Tensor %915, %914, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc546)
    %917 = torch.aten.view %916, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc547)
    %918 = torch.aten.view %917, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc548)
    %919 = torch.aten.permute %918, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc549)
    %920 = torch.aten.clone %919, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc550)
    %921 = torch.aten.view %920, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc551)
    %922 = torch.aten.transpose.int %911, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc552)
    %923 = torch.aten.bmm %901, %922 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc553)
    %924 = torch.aten.div.Scalar %923, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc554)
    %925 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc555)
    %926 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc556)
    %927 = torch.aten.transpose.int %115, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc557)
    %928 = torch.aten.view %926, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc558)
    %929 = torch.aten.mm %928, %927 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc559)
    %930 = torch.aten.mul.Scalar %114, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc559)
    %931 = torch.aten.add.Tensor %930, %929, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc559)
    %932 = torch.aten.view %931, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc560)
    %933 = torch.aten.view %932, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc561)
    %934 = torch.aten.permute %933, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc562)
    %935 = torch.aten.clone %934, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc563)
    %936 = torch.aten.view %935, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc564)
    %937 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc565)
    %938 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc565)
    %939 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc565)
    %940 = torch.aten.view %936, %937 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc565)
    %941 = torch.aten.broadcast_to %940, %938 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc565)
    %942 = torch.aten.view %941, %939 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc565)
    %943 = torch.aten.transpose.int %113, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc566)
    %944 = torch.aten.view %926, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc567)
    %945 = torch.aten.mm %944, %943 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc568)
    %946 = torch.aten.mul.Scalar %112, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc568)
    %947 = torch.aten.add.Tensor %946, %945, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc568)
    %948 = torch.aten.view %947, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc569)
    %949 = torch.aten.view %948, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc570)
    %950 = torch.aten.permute %949, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc571)
    %951 = torch.aten.clone %950, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc572)
    %952 = torch.aten.view %951, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc573)
    %953 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc574)
    %954 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc574)
    %955 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc574)
    %956 = torch.aten.view %952, %953 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc574)
    %957 = torch.aten.broadcast_to %956, %954 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc574)
    %958 = torch.aten.view %957, %955 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc574)
    %959 = torch.aten.transpose.int %958, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc575)
    %960 = torch.aten.bmm %901, %959 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc576)
    %961 = torch.aten.add.Scalar %925, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc577)
    %962 = torch.aten.clamp %961, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc578)
    %963 = torch.aten.squeeze.dim %962, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc579)
    %964 = torch.aten.broadcast_to %963, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc580)
    %965 = torch.aten.gather %960, %int-1, %964, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc581)
    %966 = torch.aten.div.Scalar %965, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc582)
    %967 = torch.aten.add.Scalar %966, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc583)
    %968 = torch.aten.neg %925 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc584)
    %969 = torch.aten.add.Scalar %968, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc585)
    %970 = torch.aten.clamp %969, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc586)
    %971 = torch.aten.transpose.int %942, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc587)
    %972 = torch.aten.bmm %911, %971 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc588)
    %973 = torch.aten.squeeze.dim %970, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc589)
    %974 = torch.aten.broadcast_to %973, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc590)
    %975 = torch.aten.gather %972, %int-1, %974, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc591)
    %976 = torch.aten.transpose.int %975, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc592)
    %977 = torch.aten.div.Scalar %976, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc593)
    %978 = torch.aten.add.Tensor %967, %977, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc594)
    %979 = torch.aten.add.Tensor %924, %978, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc595)
    %980 = torch.aten.view %979, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc596)
    %981 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc597)
    %982 = torch.aten.to.dtype %981, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc597)
    %983 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc597)
    %984 = torch.aten.broadcast_to %982, %983 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc597)
    %985 = torch.aten.copy %984, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc597)
    %986 = torch.aten.bitwise_not %985 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc598)
    %987 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc599)
    %988 = torch.aten.masked_fill.Tensor %980, %986, %987 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc600)
    %values_41, %indices_42 = torch.aten.max.dim %988, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc601)
    %989 = torch.aten.sub.Tensor %988, %values_41, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc601)
    %990 = torch.aten.exp %989 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc601)
    %991 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc601)
    %992 = torch.aten.sum.dim_IntList %990, %991, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc601)
    %993 = torch.aten.div.Tensor %990, %992 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc601)
    %994 = torch.aten.masked_fill.Scalar %993, %986, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc602)
    %995 = torch.aten.view %994, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc603)
    %996 = torch.aten.bmm %995, %921 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc604)
    %997 = torch.aten.view %996, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc605)
    %998 = torch.aten.permute %997, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc606)
    %999 = torch.aten.clone %998, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc607)
    %1000 = torch.aten.view %999, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc608)
    %1001 = torch.aten.transpose.int %109, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc609)
    %1002 = torch.aten.view %1000, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc610)
    %1003 = torch.aten.mm %1002, %1001 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc611)
    %1004 = torch.aten.mul.Scalar %108, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc611)
    %1005 = torch.aten.add.Tensor %1004, %1003, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc611)
    %1006 = torch.aten.view %1005, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc612)
    %1007 = torch.aten.add.Tensor %1006, %result0_38, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc613)
    %result0_43, %result1_44, %result2_45 = torch.aten.native_layer_norm %1007, %207, %107, %106, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc614)
    %1008 = torch.aten.transpose.int %105, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc615)
    %1009 = torch.aten.view %result0_43, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc616)
    %1010 = torch.aten.mm %1009, %1008 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc617)
    %1011 = torch.aten.mul.Scalar %104, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc617)
    %1012 = torch.aten.add.Tensor %1011, %1010, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc617)
    %1013 = torch.aten.view %1012, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc618)
    %1014 = torch.aten.gelu %1013, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc619)
    %1015 = torch.aten.transpose.int %103, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc620)
    %1016 = torch.aten.view %1014, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc621)
    %1017 = torch.aten.mm %1016, %1015 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc622)
    %1018 = torch.aten.mul.Scalar %102, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc622)
    %1019 = torch.aten.add.Tensor %1018, %1017, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc622)
    %1020 = torch.aten.view %1019, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc623)
    %1021 = torch.aten.add.Tensor %1020, %result0_43, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc624)
    %result0_46, %result1_47, %result2_48 = torch.aten.native_layer_norm %1021, %207, %101, %100, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc625)
    %1022 = torch.aten.transpose.int %99, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc626)
    %1023 = torch.aten.view %result0_46, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc627)
    %1024 = torch.aten.mm %1023, %1022 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc628)
    %1025 = torch.aten.mul.Scalar %98, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc628)
    %1026 = torch.aten.add.Tensor %1025, %1024, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc628)
    %1027 = torch.aten.view %1026, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc629)
    %1028 = torch.aten.view %1027, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc630)
    %1029 = torch.aten.permute %1028, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc631)
    %1030 = torch.aten.clone %1029, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc632)
    %1031 = torch.aten.view %1030, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc633)
    %1032 = torch.aten.transpose.int %97, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc634)
    %1033 = torch.aten.view %result0_46, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc635)
    %1034 = torch.aten.mm %1033, %1032 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc636)
    %1035 = torch.aten.mul.Scalar %96, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc636)
    %1036 = torch.aten.add.Tensor %1035, %1034, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc636)
    %1037 = torch.aten.view %1036, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc637)
    %1038 = torch.aten.view %1037, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc638)
    %1039 = torch.aten.permute %1038, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc639)
    %1040 = torch.aten.clone %1039, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc640)
    %1041 = torch.aten.view %1040, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc641)
    %1042 = torch.aten.transpose.int %95, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc642)
    %1043 = torch.aten.view %result0_46, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc643)
    %1044 = torch.aten.mm %1043, %1042 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc644)
    %1045 = torch.aten.mul.Scalar %94, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc644)
    %1046 = torch.aten.add.Tensor %1045, %1044, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc644)
    %1047 = torch.aten.view %1046, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc645)
    %1048 = torch.aten.view %1047, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc646)
    %1049 = torch.aten.permute %1048, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc647)
    %1050 = torch.aten.clone %1049, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc648)
    %1051 = torch.aten.view %1050, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc649)
    %1052 = torch.aten.transpose.int %1041, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc650)
    %1053 = torch.aten.bmm %1031, %1052 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc651)
    %1054 = torch.aten.div.Scalar %1053, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc652)
    %1055 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc653)
    %1056 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc654)
    %1057 = torch.aten.transpose.int %99, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc655)
    %1058 = torch.aten.view %1056, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc656)
    %1059 = torch.aten.mm %1058, %1057 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc657)
    %1060 = torch.aten.mul.Scalar %98, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc657)
    %1061 = torch.aten.add.Tensor %1060, %1059, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc657)
    %1062 = torch.aten.view %1061, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc658)
    %1063 = torch.aten.view %1062, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc659)
    %1064 = torch.aten.permute %1063, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc660)
    %1065 = torch.aten.clone %1064, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc661)
    %1066 = torch.aten.view %1065, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc662)
    %1067 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc663)
    %1068 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc663)
    %1069 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc663)
    %1070 = torch.aten.view %1066, %1067 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc663)
    %1071 = torch.aten.broadcast_to %1070, %1068 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc663)
    %1072 = torch.aten.view %1071, %1069 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc663)
    %1073 = torch.aten.transpose.int %97, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc664)
    %1074 = torch.aten.view %1056, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc665)
    %1075 = torch.aten.mm %1074, %1073 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc666)
    %1076 = torch.aten.mul.Scalar %96, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc666)
    %1077 = torch.aten.add.Tensor %1076, %1075, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc666)
    %1078 = torch.aten.view %1077, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc667)
    %1079 = torch.aten.view %1078, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc668)
    %1080 = torch.aten.permute %1079, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc669)
    %1081 = torch.aten.clone %1080, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc670)
    %1082 = torch.aten.view %1081, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc671)
    %1083 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc672)
    %1084 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc672)
    %1085 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc672)
    %1086 = torch.aten.view %1082, %1083 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc672)
    %1087 = torch.aten.broadcast_to %1086, %1084 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc672)
    %1088 = torch.aten.view %1087, %1085 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc672)
    %1089 = torch.aten.transpose.int %1088, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc673)
    %1090 = torch.aten.bmm %1031, %1089 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc674)
    %1091 = torch.aten.add.Scalar %1055, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc675)
    %1092 = torch.aten.clamp %1091, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc676)
    %1093 = torch.aten.squeeze.dim %1092, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc677)
    %1094 = torch.aten.broadcast_to %1093, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc678)
    %1095 = torch.aten.gather %1090, %int-1, %1094, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc679)
    %1096 = torch.aten.div.Scalar %1095, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc680)
    %1097 = torch.aten.add.Scalar %1096, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc681)
    %1098 = torch.aten.neg %1055 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc682)
    %1099 = torch.aten.add.Scalar %1098, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc683)
    %1100 = torch.aten.clamp %1099, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc684)
    %1101 = torch.aten.transpose.int %1072, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc685)
    %1102 = torch.aten.bmm %1041, %1101 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc686)
    %1103 = torch.aten.squeeze.dim %1100, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc687)
    %1104 = torch.aten.broadcast_to %1103, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc688)
    %1105 = torch.aten.gather %1102, %int-1, %1104, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc689)
    %1106 = torch.aten.transpose.int %1105, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc690)
    %1107 = torch.aten.div.Scalar %1106, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc691)
    %1108 = torch.aten.add.Tensor %1097, %1107, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc692)
    %1109 = torch.aten.add.Tensor %1054, %1108, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc693)
    %1110 = torch.aten.view %1109, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc694)
    %1111 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc695)
    %1112 = torch.aten.to.dtype %1111, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc695)
    %1113 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc695)
    %1114 = torch.aten.broadcast_to %1112, %1113 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc695)
    %1115 = torch.aten.copy %1114, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc695)
    %1116 = torch.aten.bitwise_not %1115 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc696)
    %1117 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc697)
    %1118 = torch.aten.masked_fill.Tensor %1110, %1116, %1117 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc698)
    %values_49, %indices_50 = torch.aten.max.dim %1118, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc699)
    %1119 = torch.aten.sub.Tensor %1118, %values_49, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc699)
    %1120 = torch.aten.exp %1119 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc699)
    %1121 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc699)
    %1122 = torch.aten.sum.dim_IntList %1120, %1121, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc699)
    %1123 = torch.aten.div.Tensor %1120, %1122 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc699)
    %1124 = torch.aten.masked_fill.Scalar %1123, %1116, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc700)
    %1125 = torch.aten.view %1124, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc701)
    %1126 = torch.aten.bmm %1125, %1051 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc702)
    %1127 = torch.aten.view %1126, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc703)
    %1128 = torch.aten.permute %1127, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc704)
    %1129 = torch.aten.clone %1128, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc705)
    %1130 = torch.aten.view %1129, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc706)
    %1131 = torch.aten.transpose.int %93, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc707)
    %1132 = torch.aten.view %1130, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc708)
    %1133 = torch.aten.mm %1132, %1131 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc709)
    %1134 = torch.aten.mul.Scalar %92, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc709)
    %1135 = torch.aten.add.Tensor %1134, %1133, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc709)
    %1136 = torch.aten.view %1135, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc710)
    %1137 = torch.aten.add.Tensor %1136, %result0_46, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc711)
    %result0_51, %result1_52, %result2_53 = torch.aten.native_layer_norm %1137, %207, %91, %90, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc712)
    %1138 = torch.aten.transpose.int %89, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc713)
    %1139 = torch.aten.view %result0_51, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc714)
    %1140 = torch.aten.mm %1139, %1138 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc715)
    %1141 = torch.aten.mul.Scalar %88, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc715)
    %1142 = torch.aten.add.Tensor %1141, %1140, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc715)
    %1143 = torch.aten.view %1142, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc716)
    %1144 = torch.aten.gelu %1143, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc717)
    %1145 = torch.aten.transpose.int %87, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc718)
    %1146 = torch.aten.view %1144, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc719)
    %1147 = torch.aten.mm %1146, %1145 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc720)
    %1148 = torch.aten.mul.Scalar %86, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc720)
    %1149 = torch.aten.add.Tensor %1148, %1147, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc720)
    %1150 = torch.aten.view %1149, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc721)
    %1151 = torch.aten.add.Tensor %1150, %result0_51, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc722)
    %result0_54, %result1_55, %result2_56 = torch.aten.native_layer_norm %1151, %207, %85, %84, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc723)
    %1152 = torch.aten.transpose.int %83, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc724)
    %1153 = torch.aten.view %result0_54, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc725)
    %1154 = torch.aten.mm %1153, %1152 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc726)
    %1155 = torch.aten.mul.Scalar %82, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc726)
    %1156 = torch.aten.add.Tensor %1155, %1154, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc726)
    %1157 = torch.aten.view %1156, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc727)
    %1158 = torch.aten.view %1157, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc728)
    %1159 = torch.aten.permute %1158, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc729)
    %1160 = torch.aten.clone %1159, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc730)
    %1161 = torch.aten.view %1160, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc731)
    %1162 = torch.aten.transpose.int %81, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc732)
    %1163 = torch.aten.view %result0_54, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc733)
    %1164 = torch.aten.mm %1163, %1162 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc734)
    %1165 = torch.aten.mul.Scalar %80, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc734)
    %1166 = torch.aten.add.Tensor %1165, %1164, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc734)
    %1167 = torch.aten.view %1166, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc735)
    %1168 = torch.aten.view %1167, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc736)
    %1169 = torch.aten.permute %1168, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc737)
    %1170 = torch.aten.clone %1169, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc738)
    %1171 = torch.aten.view %1170, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc739)
    %1172 = torch.aten.transpose.int %79, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc740)
    %1173 = torch.aten.view %result0_54, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc741)
    %1174 = torch.aten.mm %1173, %1172 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc742)
    %1175 = torch.aten.mul.Scalar %78, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc742)
    %1176 = torch.aten.add.Tensor %1175, %1174, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc742)
    %1177 = torch.aten.view %1176, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc743)
    %1178 = torch.aten.view %1177, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc744)
    %1179 = torch.aten.permute %1178, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc745)
    %1180 = torch.aten.clone %1179, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc746)
    %1181 = torch.aten.view %1180, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc747)
    %1182 = torch.aten.transpose.int %1171, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc748)
    %1183 = torch.aten.bmm %1161, %1182 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc749)
    %1184 = torch.aten.div.Scalar %1183, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc750)
    %1185 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc751)
    %1186 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc752)
    %1187 = torch.aten.transpose.int %83, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc753)
    %1188 = torch.aten.view %1186, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc754)
    %1189 = torch.aten.mm %1188, %1187 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc755)
    %1190 = torch.aten.mul.Scalar %82, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc755)
    %1191 = torch.aten.add.Tensor %1190, %1189, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc755)
    %1192 = torch.aten.view %1191, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc756)
    %1193 = torch.aten.view %1192, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc757)
    %1194 = torch.aten.permute %1193, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc758)
    %1195 = torch.aten.clone %1194, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc759)
    %1196 = torch.aten.view %1195, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc760)
    %1197 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc761)
    %1198 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc761)
    %1199 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc761)
    %1200 = torch.aten.view %1196, %1197 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc761)
    %1201 = torch.aten.broadcast_to %1200, %1198 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc761)
    %1202 = torch.aten.view %1201, %1199 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc761)
    %1203 = torch.aten.transpose.int %81, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc762)
    %1204 = torch.aten.view %1186, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc763)
    %1205 = torch.aten.mm %1204, %1203 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc764)
    %1206 = torch.aten.mul.Scalar %80, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc764)
    %1207 = torch.aten.add.Tensor %1206, %1205, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc764)
    %1208 = torch.aten.view %1207, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc765)
    %1209 = torch.aten.view %1208, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc766)
    %1210 = torch.aten.permute %1209, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc767)
    %1211 = torch.aten.clone %1210, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc768)
    %1212 = torch.aten.view %1211, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc769)
    %1213 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc770)
    %1214 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc770)
    %1215 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc770)
    %1216 = torch.aten.view %1212, %1213 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc770)
    %1217 = torch.aten.broadcast_to %1216, %1214 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc770)
    %1218 = torch.aten.view %1217, %1215 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc770)
    %1219 = torch.aten.transpose.int %1218, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc771)
    %1220 = torch.aten.bmm %1161, %1219 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc772)
    %1221 = torch.aten.add.Scalar %1185, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc773)
    %1222 = torch.aten.clamp %1221, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc774)
    %1223 = torch.aten.squeeze.dim %1222, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc775)
    %1224 = torch.aten.broadcast_to %1223, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc776)
    %1225 = torch.aten.gather %1220, %int-1, %1224, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc777)
    %1226 = torch.aten.div.Scalar %1225, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc778)
    %1227 = torch.aten.add.Scalar %1226, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc779)
    %1228 = torch.aten.neg %1185 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc780)
    %1229 = torch.aten.add.Scalar %1228, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc781)
    %1230 = torch.aten.clamp %1229, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc782)
    %1231 = torch.aten.transpose.int %1202, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc783)
    %1232 = torch.aten.bmm %1171, %1231 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc784)
    %1233 = torch.aten.squeeze.dim %1230, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc785)
    %1234 = torch.aten.broadcast_to %1233, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc786)
    %1235 = torch.aten.gather %1232, %int-1, %1234, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc787)
    %1236 = torch.aten.transpose.int %1235, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc788)
    %1237 = torch.aten.div.Scalar %1236, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc789)
    %1238 = torch.aten.add.Tensor %1227, %1237, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc790)
    %1239 = torch.aten.add.Tensor %1184, %1238, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc791)
    %1240 = torch.aten.view %1239, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc792)
    %1241 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc793)
    %1242 = torch.aten.to.dtype %1241, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc793)
    %1243 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc793)
    %1244 = torch.aten.broadcast_to %1242, %1243 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc793)
    %1245 = torch.aten.copy %1244, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc793)
    %1246 = torch.aten.bitwise_not %1245 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc794)
    %1247 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc795)
    %1248 = torch.aten.masked_fill.Tensor %1240, %1246, %1247 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc796)
    %values_57, %indices_58 = torch.aten.max.dim %1248, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc797)
    %1249 = torch.aten.sub.Tensor %1248, %values_57, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc797)
    %1250 = torch.aten.exp %1249 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc797)
    %1251 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc797)
    %1252 = torch.aten.sum.dim_IntList %1250, %1251, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc797)
    %1253 = torch.aten.div.Tensor %1250, %1252 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc797)
    %1254 = torch.aten.masked_fill.Scalar %1253, %1246, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc798)
    %1255 = torch.aten.view %1254, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc799)
    %1256 = torch.aten.bmm %1255, %1181 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc800)
    %1257 = torch.aten.view %1256, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc801)
    %1258 = torch.aten.permute %1257, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc802)
    %1259 = torch.aten.clone %1258, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc803)
    %1260 = torch.aten.view %1259, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc804)
    %1261 = torch.aten.transpose.int %77, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc805)
    %1262 = torch.aten.view %1260, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc806)
    %1263 = torch.aten.mm %1262, %1261 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc807)
    %1264 = torch.aten.mul.Scalar %76, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc807)
    %1265 = torch.aten.add.Tensor %1264, %1263, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc807)
    %1266 = torch.aten.view %1265, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc808)
    %1267 = torch.aten.add.Tensor %1266, %result0_54, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc809)
    %result0_59, %result1_60, %result2_61 = torch.aten.native_layer_norm %1267, %207, %75, %74, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc810)
    %1268 = torch.aten.transpose.int %73, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc811)
    %1269 = torch.aten.view %result0_59, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc812)
    %1270 = torch.aten.mm %1269, %1268 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc813)
    %1271 = torch.aten.mul.Scalar %72, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc813)
    %1272 = torch.aten.add.Tensor %1271, %1270, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc813)
    %1273 = torch.aten.view %1272, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc814)
    %1274 = torch.aten.gelu %1273, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc815)
    %1275 = torch.aten.transpose.int %71, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc816)
    %1276 = torch.aten.view %1274, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc817)
    %1277 = torch.aten.mm %1276, %1275 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc818)
    %1278 = torch.aten.mul.Scalar %70, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc818)
    %1279 = torch.aten.add.Tensor %1278, %1277, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc818)
    %1280 = torch.aten.view %1279, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc819)
    %1281 = torch.aten.add.Tensor %1280, %result0_59, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc820)
    %result0_62, %result1_63, %result2_64 = torch.aten.native_layer_norm %1281, %207, %69, %68, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc821)
    %1282 = torch.aten.transpose.int %67, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc822)
    %1283 = torch.aten.view %result0_62, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc823)
    %1284 = torch.aten.mm %1283, %1282 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc824)
    %1285 = torch.aten.mul.Scalar %66, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc824)
    %1286 = torch.aten.add.Tensor %1285, %1284, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc824)
    %1287 = torch.aten.view %1286, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc825)
    %1288 = torch.aten.view %1287, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc826)
    %1289 = torch.aten.permute %1288, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc827)
    %1290 = torch.aten.clone %1289, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc828)
    %1291 = torch.aten.view %1290, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc829)
    %1292 = torch.aten.transpose.int %65, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc830)
    %1293 = torch.aten.view %result0_62, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc831)
    %1294 = torch.aten.mm %1293, %1292 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc832)
    %1295 = torch.aten.mul.Scalar %64, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc832)
    %1296 = torch.aten.add.Tensor %1295, %1294, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc832)
    %1297 = torch.aten.view %1296, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc833)
    %1298 = torch.aten.view %1297, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc834)
    %1299 = torch.aten.permute %1298, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc835)
    %1300 = torch.aten.clone %1299, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc836)
    %1301 = torch.aten.view %1300, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc837)
    %1302 = torch.aten.transpose.int %63, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc838)
    %1303 = torch.aten.view %result0_62, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc839)
    %1304 = torch.aten.mm %1303, %1302 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc840)
    %1305 = torch.aten.mul.Scalar %62, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc840)
    %1306 = torch.aten.add.Tensor %1305, %1304, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc840)
    %1307 = torch.aten.view %1306, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc841)
    %1308 = torch.aten.view %1307, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc842)
    %1309 = torch.aten.permute %1308, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc843)
    %1310 = torch.aten.clone %1309, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc844)
    %1311 = torch.aten.view %1310, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc845)
    %1312 = torch.aten.transpose.int %1301, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc846)
    %1313 = torch.aten.bmm %1291, %1312 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc847)
    %1314 = torch.aten.div.Scalar %1313, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc848)
    %1315 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc849)
    %1316 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc850)
    %1317 = torch.aten.transpose.int %67, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc851)
    %1318 = torch.aten.view %1316, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc852)
    %1319 = torch.aten.mm %1318, %1317 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc853)
    %1320 = torch.aten.mul.Scalar %66, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc853)
    %1321 = torch.aten.add.Tensor %1320, %1319, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc853)
    %1322 = torch.aten.view %1321, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc854)
    %1323 = torch.aten.view %1322, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc855)
    %1324 = torch.aten.permute %1323, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc856)
    %1325 = torch.aten.clone %1324, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc857)
    %1326 = torch.aten.view %1325, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc858)
    %1327 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc859)
    %1328 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc859)
    %1329 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc859)
    %1330 = torch.aten.view %1326, %1327 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc859)
    %1331 = torch.aten.broadcast_to %1330, %1328 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc859)
    %1332 = torch.aten.view %1331, %1329 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc859)
    %1333 = torch.aten.transpose.int %65, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc860)
    %1334 = torch.aten.view %1316, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc861)
    %1335 = torch.aten.mm %1334, %1333 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc862)
    %1336 = torch.aten.mul.Scalar %64, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc862)
    %1337 = torch.aten.add.Tensor %1336, %1335, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc862)
    %1338 = torch.aten.view %1337, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc863)
    %1339 = torch.aten.view %1338, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc864)
    %1340 = torch.aten.permute %1339, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc865)
    %1341 = torch.aten.clone %1340, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc866)
    %1342 = torch.aten.view %1341, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc867)
    %1343 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc868)
    %1344 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc868)
    %1345 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc868)
    %1346 = torch.aten.view %1342, %1343 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc868)
    %1347 = torch.aten.broadcast_to %1346, %1344 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc868)
    %1348 = torch.aten.view %1347, %1345 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc868)
    %1349 = torch.aten.transpose.int %1348, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc869)
    %1350 = torch.aten.bmm %1291, %1349 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc870)
    %1351 = torch.aten.add.Scalar %1315, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc871)
    %1352 = torch.aten.clamp %1351, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc872)
    %1353 = torch.aten.squeeze.dim %1352, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc873)
    %1354 = torch.aten.broadcast_to %1353, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc874)
    %1355 = torch.aten.gather %1350, %int-1, %1354, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc875)
    %1356 = torch.aten.div.Scalar %1355, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc876)
    %1357 = torch.aten.add.Scalar %1356, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc877)
    %1358 = torch.aten.neg %1315 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc878)
    %1359 = torch.aten.add.Scalar %1358, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc879)
    %1360 = torch.aten.clamp %1359, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc880)
    %1361 = torch.aten.transpose.int %1332, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc881)
    %1362 = torch.aten.bmm %1301, %1361 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc882)
    %1363 = torch.aten.squeeze.dim %1360, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc883)
    %1364 = torch.aten.broadcast_to %1363, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc884)
    %1365 = torch.aten.gather %1362, %int-1, %1364, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc885)
    %1366 = torch.aten.transpose.int %1365, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc886)
    %1367 = torch.aten.div.Scalar %1366, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc887)
    %1368 = torch.aten.add.Tensor %1357, %1367, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc888)
    %1369 = torch.aten.add.Tensor %1314, %1368, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc889)
    %1370 = torch.aten.view %1369, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc890)
    %1371 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc891)
    %1372 = torch.aten.to.dtype %1371, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc891)
    %1373 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc891)
    %1374 = torch.aten.broadcast_to %1372, %1373 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc891)
    %1375 = torch.aten.copy %1374, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc891)
    %1376 = torch.aten.bitwise_not %1375 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc892)
    %1377 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc893)
    %1378 = torch.aten.masked_fill.Tensor %1370, %1376, %1377 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc894)
    %values_65, %indices_66 = torch.aten.max.dim %1378, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc895)
    %1379 = torch.aten.sub.Tensor %1378, %values_65, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc895)
    %1380 = torch.aten.exp %1379 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc895)
    %1381 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc895)
    %1382 = torch.aten.sum.dim_IntList %1380, %1381, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc895)
    %1383 = torch.aten.div.Tensor %1380, %1382 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc895)
    %1384 = torch.aten.masked_fill.Scalar %1383, %1376, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc896)
    %1385 = torch.aten.view %1384, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc897)
    %1386 = torch.aten.bmm %1385, %1311 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc898)
    %1387 = torch.aten.view %1386, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc899)
    %1388 = torch.aten.permute %1387, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc900)
    %1389 = torch.aten.clone %1388, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc901)
    %1390 = torch.aten.view %1389, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc902)
    %1391 = torch.aten.transpose.int %61, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc903)
    %1392 = torch.aten.view %1390, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc904)
    %1393 = torch.aten.mm %1392, %1391 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc905)
    %1394 = torch.aten.mul.Scalar %60, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc905)
    %1395 = torch.aten.add.Tensor %1394, %1393, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc905)
    %1396 = torch.aten.view %1395, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc906)
    %1397 = torch.aten.add.Tensor %1396, %result0_62, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc907)
    %result0_67, %result1_68, %result2_69 = torch.aten.native_layer_norm %1397, %207, %59, %58, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc908)
    %1398 = torch.aten.transpose.int %57, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc909)
    %1399 = torch.aten.view %result0_67, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc910)
    %1400 = torch.aten.mm %1399, %1398 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc911)
    %1401 = torch.aten.mul.Scalar %56, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc911)
    %1402 = torch.aten.add.Tensor %1401, %1400, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc911)
    %1403 = torch.aten.view %1402, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc912)
    %1404 = torch.aten.gelu %1403, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc913)
    %1405 = torch.aten.transpose.int %55, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc914)
    %1406 = torch.aten.view %1404, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc915)
    %1407 = torch.aten.mm %1406, %1405 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc916)
    %1408 = torch.aten.mul.Scalar %54, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc916)
    %1409 = torch.aten.add.Tensor %1408, %1407, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc916)
    %1410 = torch.aten.view %1409, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc917)
    %1411 = torch.aten.add.Tensor %1410, %result0_67, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc918)
    %result0_70, %result1_71, %result2_72 = torch.aten.native_layer_norm %1411, %207, %53, %52, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc919)
    %1412 = torch.aten.transpose.int %51, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc920)
    %1413 = torch.aten.view %result0_70, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc921)
    %1414 = torch.aten.mm %1413, %1412 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc922)
    %1415 = torch.aten.mul.Scalar %50, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc922)
    %1416 = torch.aten.add.Tensor %1415, %1414, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc922)
    %1417 = torch.aten.view %1416, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc923)
    %1418 = torch.aten.view %1417, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc924)
    %1419 = torch.aten.permute %1418, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc925)
    %1420 = torch.aten.clone %1419, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc926)
    %1421 = torch.aten.view %1420, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc927)
    %1422 = torch.aten.transpose.int %49, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc928)
    %1423 = torch.aten.view %result0_70, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc929)
    %1424 = torch.aten.mm %1423, %1422 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc930)
    %1425 = torch.aten.mul.Scalar %48, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc930)
    %1426 = torch.aten.add.Tensor %1425, %1424, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc930)
    %1427 = torch.aten.view %1426, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc931)
    %1428 = torch.aten.view %1427, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc932)
    %1429 = torch.aten.permute %1428, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc933)
    %1430 = torch.aten.clone %1429, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc934)
    %1431 = torch.aten.view %1430, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc935)
    %1432 = torch.aten.transpose.int %47, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc936)
    %1433 = torch.aten.view %result0_70, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc937)
    %1434 = torch.aten.mm %1433, %1432 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc938)
    %1435 = torch.aten.mul.Scalar %46, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc938)
    %1436 = torch.aten.add.Tensor %1435, %1434, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc938)
    %1437 = torch.aten.view %1436, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc939)
    %1438 = torch.aten.view %1437, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc940)
    %1439 = torch.aten.permute %1438, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc941)
    %1440 = torch.aten.clone %1439, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc942)
    %1441 = torch.aten.view %1440, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc943)
    %1442 = torch.aten.transpose.int %1431, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc944)
    %1443 = torch.aten.bmm %1421, %1442 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc945)
    %1444 = torch.aten.div.Scalar %1443, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc946)
    %1445 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc947)
    %1446 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc948)
    %1447 = torch.aten.transpose.int %51, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc949)
    %1448 = torch.aten.view %1446, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc950)
    %1449 = torch.aten.mm %1448, %1447 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc951)
    %1450 = torch.aten.mul.Scalar %50, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc951)
    %1451 = torch.aten.add.Tensor %1450, %1449, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc951)
    %1452 = torch.aten.view %1451, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc952)
    %1453 = torch.aten.view %1452, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc953)
    %1454 = torch.aten.permute %1453, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc954)
    %1455 = torch.aten.clone %1454, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc955)
    %1456 = torch.aten.view %1455, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc956)
    %1457 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc957)
    %1458 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc957)
    %1459 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc957)
    %1460 = torch.aten.view %1456, %1457 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc957)
    %1461 = torch.aten.broadcast_to %1460, %1458 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc957)
    %1462 = torch.aten.view %1461, %1459 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc957)
    %1463 = torch.aten.transpose.int %49, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc958)
    %1464 = torch.aten.view %1446, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc959)
    %1465 = torch.aten.mm %1464, %1463 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc960)
    %1466 = torch.aten.mul.Scalar %48, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc960)
    %1467 = torch.aten.add.Tensor %1466, %1465, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc960)
    %1468 = torch.aten.view %1467, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc961)
    %1469 = torch.aten.view %1468, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc962)
    %1470 = torch.aten.permute %1469, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc963)
    %1471 = torch.aten.clone %1470, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc964)
    %1472 = torch.aten.view %1471, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc965)
    %1473 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc966)
    %1474 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc966)
    %1475 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc966)
    %1476 = torch.aten.view %1472, %1473 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc966)
    %1477 = torch.aten.broadcast_to %1476, %1474 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc966)
    %1478 = torch.aten.view %1477, %1475 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc966)
    %1479 = torch.aten.transpose.int %1478, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc967)
    %1480 = torch.aten.bmm %1421, %1479 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc968)
    %1481 = torch.aten.add.Scalar %1445, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc969)
    %1482 = torch.aten.clamp %1481, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc970)
    %1483 = torch.aten.squeeze.dim %1482, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc971)
    %1484 = torch.aten.broadcast_to %1483, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc972)
    %1485 = torch.aten.gather %1480, %int-1, %1484, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc973)
    %1486 = torch.aten.div.Scalar %1485, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc974)
    %1487 = torch.aten.add.Scalar %1486, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc975)
    %1488 = torch.aten.neg %1445 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc976)
    %1489 = torch.aten.add.Scalar %1488, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc977)
    %1490 = torch.aten.clamp %1489, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc978)
    %1491 = torch.aten.transpose.int %1462, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc979)
    %1492 = torch.aten.bmm %1431, %1491 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc980)
    %1493 = torch.aten.squeeze.dim %1490, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc981)
    %1494 = torch.aten.broadcast_to %1493, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc982)
    %1495 = torch.aten.gather %1492, %int-1, %1494, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc983)
    %1496 = torch.aten.transpose.int %1495, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc984)
    %1497 = torch.aten.div.Scalar %1496, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc985)
    %1498 = torch.aten.add.Tensor %1487, %1497, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc986)
    %1499 = torch.aten.add.Tensor %1444, %1498, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc987)
    %1500 = torch.aten.view %1499, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc988)
    %1501 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc989)
    %1502 = torch.aten.to.dtype %1501, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc989)
    %1503 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc989)
    %1504 = torch.aten.broadcast_to %1502, %1503 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc989)
    %1505 = torch.aten.copy %1504, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc989)
    %1506 = torch.aten.bitwise_not %1505 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc990)
    %1507 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc991)
    %1508 = torch.aten.masked_fill.Tensor %1500, %1506, %1507 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc992)
    %values_73, %indices_74 = torch.aten.max.dim %1508, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc993)
    %1509 = torch.aten.sub.Tensor %1508, %values_73, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc993)
    %1510 = torch.aten.exp %1509 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc993)
    %1511 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc993)
    %1512 = torch.aten.sum.dim_IntList %1510, %1511, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc993)
    %1513 = torch.aten.div.Tensor %1510, %1512 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc993)
    %1514 = torch.aten.masked_fill.Scalar %1513, %1506, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc994)
    %1515 = torch.aten.view %1514, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc995)
    %1516 = torch.aten.bmm %1515, %1441 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc996)
    %1517 = torch.aten.view %1516, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc997)
    %1518 = torch.aten.permute %1517, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc998)
    %1519 = torch.aten.clone %1518, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc999)
    %1520 = torch.aten.view %1519, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1000)
    %1521 = torch.aten.transpose.int %45, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1001)
    %1522 = torch.aten.view %1520, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1002)
    %1523 = torch.aten.mm %1522, %1521 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1003)
    %1524 = torch.aten.mul.Scalar %44, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1003)
    %1525 = torch.aten.add.Tensor %1524, %1523, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1003)
    %1526 = torch.aten.view %1525, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1004)
    %1527 = torch.aten.add.Tensor %1526, %result0_70, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1005)
    %result0_75, %result1_76, %result2_77 = torch.aten.native_layer_norm %1527, %207, %43, %42, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1006)
    %1528 = torch.aten.transpose.int %41, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc1007)
    %1529 = torch.aten.view %result0_75, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1008)
    %1530 = torch.aten.mm %1529, %1528 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc1009)
    %1531 = torch.aten.mul.Scalar %40, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc1009)
    %1532 = torch.aten.add.Tensor %1531, %1530, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc1009)
    %1533 = torch.aten.view %1532, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc1010)
    %1534 = torch.aten.gelu %1533, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc1011)
    %1535 = torch.aten.transpose.int %39, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc1012)
    %1536 = torch.aten.view %1534, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc1013)
    %1537 = torch.aten.mm %1536, %1535 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1014)
    %1538 = torch.aten.mul.Scalar %38, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1014)
    %1539 = torch.aten.add.Tensor %1538, %1537, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1014)
    %1540 = torch.aten.view %1539, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1015)
    %1541 = torch.aten.add.Tensor %1540, %result0_75, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1016)
    %result0_78, %result1_79, %result2_80 = torch.aten.native_layer_norm %1541, %207, %37, %36, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1017)
    %1542 = torch.aten.transpose.int %35, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1018)
    %1543 = torch.aten.view %result0_78, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1019)
    %1544 = torch.aten.mm %1543, %1542 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1020)
    %1545 = torch.aten.mul.Scalar %34, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1020)
    %1546 = torch.aten.add.Tensor %1545, %1544, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1020)
    %1547 = torch.aten.view %1546, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1021)
    %1548 = torch.aten.view %1547, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1022)
    %1549 = torch.aten.permute %1548, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1023)
    %1550 = torch.aten.clone %1549, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1024)
    %1551 = torch.aten.view %1550, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1025)
    %1552 = torch.aten.transpose.int %33, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1026)
    %1553 = torch.aten.view %result0_78, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1027)
    %1554 = torch.aten.mm %1553, %1552 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1028)
    %1555 = torch.aten.mul.Scalar %32, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1028)
    %1556 = torch.aten.add.Tensor %1555, %1554, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1028)
    %1557 = torch.aten.view %1556, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1029)
    %1558 = torch.aten.view %1557, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1030)
    %1559 = torch.aten.permute %1558, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1031)
    %1560 = torch.aten.clone %1559, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1032)
    %1561 = torch.aten.view %1560, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1033)
    %1562 = torch.aten.transpose.int %31, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1034)
    %1563 = torch.aten.view %result0_78, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1035)
    %1564 = torch.aten.mm %1563, %1562 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1036)
    %1565 = torch.aten.mul.Scalar %30, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1036)
    %1566 = torch.aten.add.Tensor %1565, %1564, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1036)
    %1567 = torch.aten.view %1566, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1037)
    %1568 = torch.aten.view %1567, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1038)
    %1569 = torch.aten.permute %1568, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1039)
    %1570 = torch.aten.clone %1569, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1040)
    %1571 = torch.aten.view %1570, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1041)
    %1572 = torch.aten.transpose.int %1561, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc1042)
    %1573 = torch.aten.bmm %1551, %1572 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc1043)
    %1574 = torch.aten.div.Scalar %1573, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1044)
    %1575 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1045)
    %1576 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc1046)
    %1577 = torch.aten.transpose.int %35, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1047)
    %1578 = torch.aten.view %1576, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc1048)
    %1579 = torch.aten.mm %1578, %1577 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc1049)
    %1580 = torch.aten.mul.Scalar %34, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1049)
    %1581 = torch.aten.add.Tensor %1580, %1579, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc1049)
    %1582 = torch.aten.view %1581, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc1050)
    %1583 = torch.aten.view %1582, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc1051)
    %1584 = torch.aten.permute %1583, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1052)
    %1585 = torch.aten.clone %1584, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1053)
    %1586 = torch.aten.view %1585, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1054)
    %1587 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1055)
    %1588 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1055)
    %1589 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1055)
    %1590 = torch.aten.view %1586, %1587 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1055)
    %1591 = torch.aten.broadcast_to %1590, %1588 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1055)
    %1592 = torch.aten.view %1591, %1589 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1055)
    %1593 = torch.aten.transpose.int %33, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1056)
    %1594 = torch.aten.view %1576, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc1057)
    %1595 = torch.aten.mm %1594, %1593 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc1058)
    %1596 = torch.aten.mul.Scalar %32, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1058)
    %1597 = torch.aten.add.Tensor %1596, %1595, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc1058)
    %1598 = torch.aten.view %1597, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc1059)
    %1599 = torch.aten.view %1598, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc1060)
    %1600 = torch.aten.permute %1599, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1061)
    %1601 = torch.aten.clone %1600, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1062)
    %1602 = torch.aten.view %1601, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1063)
    %1603 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1064)
    %1604 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1064)
    %1605 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1064)
    %1606 = torch.aten.view %1602, %1603 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1064)
    %1607 = torch.aten.broadcast_to %1606, %1604 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1064)
    %1608 = torch.aten.view %1607, %1605 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1064)
    %1609 = torch.aten.transpose.int %1608, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc1065)
    %1610 = torch.aten.bmm %1551, %1609 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc1066)
    %1611 = torch.aten.add.Scalar %1575, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1067)
    %1612 = torch.aten.clamp %1611, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1068)
    %1613 = torch.aten.squeeze.dim %1612, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc1069)
    %1614 = torch.aten.broadcast_to %1613, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc1070)
    %1615 = torch.aten.gather %1610, %int-1, %1614, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc1071)
    %1616 = torch.aten.div.Scalar %1615, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1072)
    %1617 = torch.aten.add.Scalar %1616, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1073)
    %1618 = torch.aten.neg %1575 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1074)
    %1619 = torch.aten.add.Scalar %1618, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1075)
    %1620 = torch.aten.clamp %1619, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1076)
    %1621 = torch.aten.transpose.int %1592, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc1077)
    %1622 = torch.aten.bmm %1561, %1621 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc1078)
    %1623 = torch.aten.squeeze.dim %1620, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc1079)
    %1624 = torch.aten.broadcast_to %1623, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc1080)
    %1625 = torch.aten.gather %1622, %int-1, %1624, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc1081)
    %1626 = torch.aten.transpose.int %1625, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1082)
    %1627 = torch.aten.div.Scalar %1626, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1083)
    %1628 = torch.aten.add.Tensor %1617, %1627, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1084)
    %1629 = torch.aten.add.Tensor %1574, %1628, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1085)
    %1630 = torch.aten.view %1629, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1086)
    %1631 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc1087)
    %1632 = torch.aten.to.dtype %1631, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc1087)
    %1633 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1087)
    %1634 = torch.aten.broadcast_to %1632, %1633 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1087)
    %1635 = torch.aten.copy %1634, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1087)
    %1636 = torch.aten.bitwise_not %1635 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1088)
    %1637 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc1089)
    %1638 = torch.aten.masked_fill.Tensor %1630, %1636, %1637 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1090)
    %values_81, %indices_82 = torch.aten.max.dim %1638, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc1091)
    %1639 = torch.aten.sub.Tensor %1638, %values_81, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1091)
    %1640 = torch.aten.exp %1639 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1091)
    %1641 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc1091)
    %1642 = torch.aten.sum.dim_IntList %1640, %1641, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc1091)
    %1643 = torch.aten.div.Tensor %1640, %1642 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1091)
    %1644 = torch.aten.masked_fill.Scalar %1643, %1636, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1092)
    %1645 = torch.aten.view %1644, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc1093)
    %1646 = torch.aten.bmm %1645, %1571 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc1094)
    %1647 = torch.aten.view %1646, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1095)
    %1648 = torch.aten.permute %1647, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1096)
    %1649 = torch.aten.clone %1648, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1097)
    %1650 = torch.aten.view %1649, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1098)
    %1651 = torch.aten.transpose.int %29, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1099)
    %1652 = torch.aten.view %1650, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1100)
    %1653 = torch.aten.mm %1652, %1651 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1101)
    %1654 = torch.aten.mul.Scalar %28, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1101)
    %1655 = torch.aten.add.Tensor %1654, %1653, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1101)
    %1656 = torch.aten.view %1655, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1102)
    %1657 = torch.aten.add.Tensor %1656, %result0_78, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1103)
    %result0_83, %result1_84, %result2_85 = torch.aten.native_layer_norm %1657, %207, %27, %26, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1104)
    %1658 = torch.aten.transpose.int %25, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc1105)
    %1659 = torch.aten.view %result0_83, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1106)
    %1660 = torch.aten.mm %1659, %1658 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc1107)
    %1661 = torch.aten.mul.Scalar %24, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc1107)
    %1662 = torch.aten.add.Tensor %1661, %1660, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc1107)
    %1663 = torch.aten.view %1662, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc1108)
    %1664 = torch.aten.gelu %1663, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc1109)
    %1665 = torch.aten.transpose.int %23, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc1110)
    %1666 = torch.aten.view %1664, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc1111)
    %1667 = torch.aten.mm %1666, %1665 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1112)
    %1668 = torch.aten.mul.Scalar %22, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1112)
    %1669 = torch.aten.add.Tensor %1668, %1667, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1112)
    %1670 = torch.aten.view %1669, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1113)
    %1671 = torch.aten.add.Tensor %1670, %result0_83, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1114)
    %result0_86, %result1_87, %result2_88 = torch.aten.native_layer_norm %1671, %207, %21, %20, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1115)
    %1672 = torch.aten.transpose.int %19, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1116)
    %1673 = torch.aten.view %result0_86, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1117)
    %1674 = torch.aten.mm %1673, %1672 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1118)
    %1675 = torch.aten.mul.Scalar %18, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1118)
    %1676 = torch.aten.add.Tensor %1675, %1674, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1118)
    %1677 = torch.aten.view %1676, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1119)
    %1678 = torch.aten.view %1677, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1120)
    %1679 = torch.aten.permute %1678, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1121)
    %1680 = torch.aten.clone %1679, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1122)
    %1681 = torch.aten.view %1680, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1123)
    %1682 = torch.aten.transpose.int %17, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1124)
    %1683 = torch.aten.view %result0_86, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1125)
    %1684 = torch.aten.mm %1683, %1682 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1126)
    %1685 = torch.aten.mul.Scalar %16, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1126)
    %1686 = torch.aten.add.Tensor %1685, %1684, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1126)
    %1687 = torch.aten.view %1686, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1127)
    %1688 = torch.aten.view %1687, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1128)
    %1689 = torch.aten.permute %1688, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1129)
    %1690 = torch.aten.clone %1689, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1130)
    %1691 = torch.aten.view %1690, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1131)
    %1692 = torch.aten.transpose.int %15, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1132)
    %1693 = torch.aten.view %result0_86, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1133)
    %1694 = torch.aten.mm %1693, %1692 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1134)
    %1695 = torch.aten.mul.Scalar %14, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1134)
    %1696 = torch.aten.add.Tensor %1695, %1694, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1134)
    %1697 = torch.aten.view %1696, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1135)
    %1698 = torch.aten.view %1697, %234 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1136)
    %1699 = torch.aten.permute %1698, %236 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1137)
    %1700 = torch.aten.clone %1699, %int0 : !torch.vtensor<[1,12,128,64],f32>, !torch.int -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1138)
    %1701 = torch.aten.view %1700, %239 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[12,128,64],f32> loc(#loc1139)
    %1702 = torch.aten.transpose.int %1691, %int-1, %int-2 : !torch.vtensor<[12,128,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,128],f32> loc(#loc1140)
    %1703 = torch.aten.bmm %1681, %1702 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,128],f32> -> !torch.vtensor<[12,128,128],f32> loc(#loc1141)
    %1704 = torch.aten.div.Scalar %1703, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1142)
    %1705 = torch.aten.unsqueeze %225, %int1 : !torch.vtensor<[1,128,128],si64>, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1143)
    %1706 = torch.aten.unsqueeze %result0_0, %int0 : !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[1,512,768],f32> loc(#loc1144)
    %1707 = torch.aten.transpose.int %19, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1145)
    %1708 = torch.aten.view %1706, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc1146)
    %1709 = torch.aten.mm %1708, %1707 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc1147)
    %1710 = torch.aten.mul.Scalar %18, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1147)
    %1711 = torch.aten.add.Tensor %1710, %1709, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc1147)
    %1712 = torch.aten.view %1711, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc1148)
    %1713 = torch.aten.view %1712, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc1149)
    %1714 = torch.aten.permute %1713, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1150)
    %1715 = torch.aten.clone %1714, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1151)
    %1716 = torch.aten.view %1715, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1152)
    %1717 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1153)
    %1718 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1153)
    %1719 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1153)
    %1720 = torch.aten.view %1716, %1717 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1153)
    %1721 = torch.aten.broadcast_to %1720, %1718 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1153)
    %1722 = torch.aten.view %1721, %1719 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1153)
    %1723 = torch.aten.transpose.int %17, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1154)
    %1724 = torch.aten.view %1706, %267 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[512,768],f32> loc(#loc1155)
    %1725 = torch.aten.mm %1724, %1723 : !torch.vtensor<[512,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[512,768],f32> loc(#loc1156)
    %1726 = torch.aten.mul.Scalar %16, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1156)
    %1727 = torch.aten.add.Tensor %1726, %1725, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[512,768],f32>, !torch.int -> !torch.vtensor<[512,768],f32> loc(#loc1156)
    %1728 = torch.aten.view %1727, %272 : !torch.vtensor<[512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,768],f32> loc(#loc1157)
    %1729 = torch.aten.view %1728, %274 : !torch.vtensor<[1,512,768],f32>, !torch.list<int> -> !torch.vtensor<[1,512,12,64],f32> loc(#loc1158)
    %1730 = torch.aten.permute %1729, %236 : !torch.vtensor<[1,512,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1159)
    %1731 = torch.aten.clone %1730, %int0 : !torch.vtensor<[1,12,512,64],f32>, !torch.int -> !torch.vtensor<[1,12,512,64],f32> loc(#loc1160)
    %1732 = torch.aten.view %1731, %278 : !torch.vtensor<[1,12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1161)
    %1733 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1162)
    %1734 = torch.prim.ListConstruct %int1, %int12, %int1, %int512, %int1, %int64 : (!torch.int, !torch.int, !torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1162)
    %1735 = torch.prim.ListConstruct %int12, %int512, %int64 : (!torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1162)
    %1736 = torch.aten.view %1732, %1733 : !torch.vtensor<[12,512,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1162)
    %1737 = torch.aten.broadcast_to %1736, %1734 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,1,512,1,64],f32> loc(#loc1162)
    %1738 = torch.aten.view %1737, %1735 : !torch.vtensor<[1,12,1,512,1,64],f32>, !torch.list<int> -> !torch.vtensor<[12,512,64],f32> loc(#loc1162)
    %1739 = torch.aten.transpose.int %1738, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc1163)
    %1740 = torch.aten.bmm %1681, %1739 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc1164)
    %1741 = torch.aten.add.Scalar %1705, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1165)
    %1742 = torch.aten.clamp %1741, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1166)
    %1743 = torch.aten.squeeze.dim %1742, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc1167)
    %1744 = torch.aten.broadcast_to %1743, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc1168)
    %1745 = torch.aten.gather %1740, %int-1, %1744, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc1169)
    %1746 = torch.aten.div.Scalar %1745, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1170)
    %1747 = torch.aten.add.Scalar %1746, %int0, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1171)
    %1748 = torch.aten.neg %1705 : !torch.vtensor<[1,1,128,128],si64> -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1172)
    %1749 = torch.aten.add.Scalar %1748, %int256, %int1 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1173)
    %1750 = torch.aten.clamp %1749, %int0, %int511 : !torch.vtensor<[1,1,128,128],si64>, !torch.int, !torch.int -> !torch.vtensor<[1,1,128,128],si64> loc(#loc1174)
    %1751 = torch.aten.transpose.int %1722, %int-1, %int-2 : !torch.vtensor<[12,512,64],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,64,512],f32> loc(#loc1175)
    %1752 = torch.aten.bmm %1691, %1751 : !torch.vtensor<[12,128,64],f32>, !torch.vtensor<[12,64,512],f32> -> !torch.vtensor<[12,128,512],f32> loc(#loc1176)
    %1753 = torch.aten.squeeze.dim %1750, %int0 : !torch.vtensor<[1,1,128,128],si64>, !torch.int -> !torch.vtensor<[1,128,128],si64> loc(#loc1177)
    %1754 = torch.aten.broadcast_to %1753, %307 : !torch.vtensor<[1,128,128],si64>, !torch.list<int> -> !torch.vtensor<[12,128,128],si64> loc(#loc1178)
    %1755 = torch.aten.gather %1752, %int-1, %1754, %false : !torch.vtensor<[12,128,512],f32>, !torch.int, !torch.vtensor<[12,128,128],si64>, !torch.bool -> !torch.vtensor<[12,128,128],f32> loc(#loc1179)
    %1756 = torch.aten.transpose.int %1755, %int-1, %int-2 : !torch.vtensor<[12,128,128],f32>, !torch.int, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1180)
    %1757 = torch.aten.div.Scalar %1756, %float1.385640e01 : !torch.vtensor<[12,128,128],f32>, !torch.float -> !torch.vtensor<[12,128,128],f32> loc(#loc1181)
    %1758 = torch.aten.add.Tensor %1747, %1757, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1182)
    %1759 = torch.aten.add.Tensor %1704, %1758, %int1 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,128],f32>, !torch.int -> !torch.vtensor<[12,128,128],f32> loc(#loc1183)
    %1760 = torch.aten.view %1759, %324 : !torch.vtensor<[12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1184)
    %1761 = torch.prim.NumToTensor.Scalar %int0 : !torch.int -> !torch.vtensor<[],si64> loc(#loc1185)
    %1762 = torch.aten.to.dtype %1761, %int11, %false, %false, %none : !torch.vtensor<[],si64>, !torch.int, !torch.bool, !torch.bool, !torch.none -> !torch.vtensor<[],i1> loc(#loc1185)
    %1763 = torch.prim.ListConstruct %int1, %int1, %int128, %int128 : (!torch.int, !torch.int, !torch.int, !torch.int) -> !torch.list<int> loc(#loc1185)
    %1764 = torch.aten.broadcast_to %1762, %1763 : !torch.vtensor<[],i1>, !torch.list<int> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1185)
    %1765 = torch.aten.copy %1764, %219, %false : !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[1,1,128,128],si8>, !torch.bool -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1185)
    %1766 = torch.aten.bitwise_not %1765 : !torch.vtensor<[1,1,128,128],i1> -> !torch.vtensor<[1,1,128,128],i1> loc(#loc1186)
    %1767 = torch.aten.clone %190, %none : !torch.vtensor<[],f32>, !torch.none -> !torch.vtensor<[],f32> loc(#loc1187)
    %1768 = torch.aten.masked_fill.Tensor %1760, %1766, %1767 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.vtensor<[],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1188)
    %values_89, %indices_90 = torch.aten.max.dim %1768, %int-1, %true : !torch.vtensor<[1,12,128,128],f32>, !torch.int, !torch.bool -> !torch.vtensor<[1,12,128,1],f32>, !torch.vtensor<[1,12,128,1],si64> loc(#loc1189)
    %1769 = torch.aten.sub.Tensor %1768, %values_89, %float1.000000e00 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32>, !torch.float -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1189)
    %1770 = torch.aten.exp %1769 : !torch.vtensor<[1,12,128,128],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1189)
    %1771 = torch.prim.ListConstruct %int-1 : (!torch.int) -> !torch.list<int> loc(#loc1189)
    %1772 = torch.aten.sum.dim_IntList %1770, %1771, %true, %none : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int>, !torch.bool, !torch.none -> !torch.vtensor<[1,12,128,1],f32> loc(#loc1189)
    %1773 = torch.aten.div.Tensor %1770, %1772 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,12,128,1],f32> -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1189)
    %1774 = torch.aten.masked_fill.Scalar %1773, %1766, %int0 : !torch.vtensor<[1,12,128,128],f32>, !torch.vtensor<[1,1,128,128],i1>, !torch.int -> !torch.vtensor<[1,12,128,128],f32> loc(#loc1190)
    %1775 = torch.aten.view %1774, %340 : !torch.vtensor<[1,12,128,128],f32>, !torch.list<int> -> !torch.vtensor<[12,128,128],f32> loc(#loc1191)
    %1776 = torch.aten.bmm %1775, %1701 : !torch.vtensor<[12,128,128],f32>, !torch.vtensor<[12,128,64],f32> -> !torch.vtensor<[12,128,64],f32> loc(#loc1192)
    %1777 = torch.aten.view %1776, %343 : !torch.vtensor<[12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,12,128,64],f32> loc(#loc1193)
    %1778 = torch.aten.permute %1777, %236 : !torch.vtensor<[1,12,128,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1194)
    %1779 = torch.aten.clone %1778, %int0 : !torch.vtensor<[1,128,12,64],f32>, !torch.int -> !torch.vtensor<[1,128,12,64],f32> loc(#loc1195)
    %1780 = torch.aten.view %1779, %347 : !torch.vtensor<[1,128,12,64],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1196)
    %1781 = torch.aten.transpose.int %13, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1197)
    %1782 = torch.aten.view %1780, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1198)
    %1783 = torch.aten.mm %1782, %1781 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1199)
    %1784 = torch.aten.mul.Scalar %12, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1199)
    %1785 = torch.aten.add.Tensor %1784, %1783, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1199)
    %1786 = torch.aten.view %1785, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1200)
    %1787 = torch.aten.add.Tensor %1786, %result0_86, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1201)
    %result0_91, %result1_92, %result2_93 = torch.aten.native_layer_norm %1787, %207, %11, %10, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1202)
    %1788 = torch.aten.transpose.int %9, %int0, %int1 : !torch.vtensor<[3072,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,3072],f32> loc(#loc1203)
    %1789 = torch.aten.view %result0_91, %227 : !torch.vtensor<[1,128,768],f32>, !torch.list<int> -> !torch.vtensor<[128,768],f32> loc(#loc1204)
    %1790 = torch.aten.mm %1789, %1788 : !torch.vtensor<[128,768],f32>, !torch.vtensor<[768,3072],f32> -> !torch.vtensor<[128,3072],f32> loc(#loc1205)
    %1791 = torch.aten.mul.Scalar %8, %int1 : !torch.vtensor<[3072],f32>, !torch.int -> !torch.vtensor<[3072],f32> loc(#loc1205)
    %1792 = torch.aten.add.Tensor %1791, %1790, %int1 : !torch.vtensor<[3072],f32>, !torch.vtensor<[128,3072],f32>, !torch.int -> !torch.vtensor<[128,3072],f32> loc(#loc1205)
    %1793 = torch.aten.view %1792, %361 : !torch.vtensor<[128,3072],f32>, !torch.list<int> -> !torch.vtensor<[1,128,3072],f32> loc(#loc1206)
    %1794 = torch.aten.gelu %1793, %str : !torch.vtensor<[1,128,3072],f32>, !torch.str -> !torch.vtensor<[1,128,3072],f32> loc(#loc1207)
    %1795 = torch.aten.transpose.int %7, %int0, %int1 : !torch.vtensor<[768,3072],f32>, !torch.int, !torch.int -> !torch.vtensor<[3072,768],f32> loc(#loc1208)
    %1796 = torch.aten.view %1794, %365 : !torch.vtensor<[1,128,3072],f32>, !torch.list<int> -> !torch.vtensor<[128,3072],f32> loc(#loc1209)
    %1797 = torch.aten.mm %1796, %1795 : !torch.vtensor<[128,3072],f32>, !torch.vtensor<[3072,768],f32> -> !torch.vtensor<[128,768],f32> loc(#loc1210)
    %1798 = torch.aten.mul.Scalar %6, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1210)
    %1799 = torch.aten.add.Tensor %1798, %1797, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[128,768],f32>, !torch.int -> !torch.vtensor<[128,768],f32> loc(#loc1210)
    %1800 = torch.aten.view %1799, %232 : !torch.vtensor<[128,768],f32>, !torch.list<int> -> !torch.vtensor<[1,128,768],f32> loc(#loc1211)
    %1801 = torch.aten.add.Tensor %1800, %result0_91, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,768],f32>, !torch.int -> !torch.vtensor<[1,128,768],f32> loc(#loc1212)
    %result0_94, %result1_95, %result2_96 = torch.aten.native_layer_norm %1801, %207, %5, %4, %float9.999990e-08 : !torch.vtensor<[1,128,768],f32>, !torch.list<int>, !torch.vtensor<[768],f32>, !torch.vtensor<[768],f32>, !torch.float -> !torch.vtensor<[1,128,768],f32>, !torch.vtensor<[1,128,1],f32>, !torch.vtensor<[1,128,1],f32> loc(#loc1213)
    %1802 = torch.aten.slice.Tensor %result0_94, %int1, %int0, %int1, %int1 : !torch.vtensor<[1,128,768],f32>, !torch.int, !torch.int, !torch.int, !torch.int -> !torch.vtensor<[1,1,768],f32> loc(#loc1214)
    %1803 = torch.aten.squeeze.dim %1802, %int1 : !torch.vtensor<[1,1,768],f32>, !torch.int -> !torch.vtensor<[1,768],f32> loc(#loc1214)
    %1804 = torch.aten.transpose.int %3, %int0, %int1 : !torch.vtensor<[768,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,768],f32> loc(#loc1215)
    %1805 = torch.aten.mm %1803, %1804 : !torch.vtensor<[1,768],f32>, !torch.vtensor<[768,768],f32> -> !torch.vtensor<[1,768],f32> loc(#loc1216)
    %1806 = torch.aten.mul.Scalar %2, %int1 : !torch.vtensor<[768],f32>, !torch.int -> !torch.vtensor<[768],f32> loc(#loc1216)
    %1807 = torch.aten.add.Tensor %1806, %1805, %int1 : !torch.vtensor<[768],f32>, !torch.vtensor<[1,768],f32>, !torch.int -> !torch.vtensor<[1,768],f32> loc(#loc1216)
    %1808 = torch.aten.gelu %1807, %str : !torch.vtensor<[1,768],f32>, !torch.str -> !torch.vtensor<[1,768],f32> loc(#loc1217)
    %1809 = torch.aten.transpose.int %1, %int0, %int1 : !torch.vtensor<[2,768],f32>, !torch.int, !torch.int -> !torch.vtensor<[768,2],f32> loc(#loc1218)
    %1810 = torch.aten.mm %1808, %1809 : !torch.vtensor<[1,768],f32>, !torch.vtensor<[768,2],f32> -> !torch.vtensor<[1,2],f32> loc(#loc1219)
    %1811 = torch.aten.mul.Scalar %0, %int1 : !torch.vtensor<[2],f32>, !torch.int -> !torch.vtensor<[2],f32> loc(#loc1219)
    %1812 = torch.aten.add.Tensor %1811, %1810, %int1 : !torch.vtensor<[2],f32>, !torch.vtensor<[1,2],f32>, !torch.int -> !torch.vtensor<[1,2],f32> loc(#loc1219)
    return %1812 : !torch.vtensor<[1,2],f32> loc(#loc)
  } loc(#loc)
} loc(#loc)
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