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output.generic.mlir

"builtin.module"() ({
  "func.func"() <{function_type = (index) -> index, sym_name = "native_helper"}> ({
  ^bb0(%arg18: index):
    "func.return"(%arg18) : (index) -> ()
  }) : () -> ()
  "dataflow.thread"() <{domain = #dataflow.thread_domain<dense>, function_type = (memref<8xindex>, memref<8xindex>, memref<4x4xindex>, index) -> (), sym_name = "t0", sym_visibility = "private"}> ({
  ^bb0(%arg13: memref<8xindex>, %arg14: memref<8xindex>, %arg15: memref<4x4xindex>, %arg16: index, %arg17: none):
    %183 = "arith.constant"() <{value = 0 : index}> : () -> index
    %184 = "arith.constant"() <{value = 3 : index}> : () -> index
    "memref.store"(%184, %arg13, %183) : (index, memref<8xindex>, index) -> ()
    %185 = "dataflow.graph.launch"(%arg17, %arg16, %arg14, %arg15) <{callee = @g_t0_0, operandSegmentSizes = array<i32: 1, 1, 0, 2, 0>, resultSegmentSizes = array<i32: 0, 0, 1>, source_maps = []}> : (none, index, memref<8xindex>, memref<4x4xindex>) -> none
    "dataflow.thread.yield"(%185) : (none) -> ()
  }) : () -> ()
  "dataflow.thread"() <{domain = #dataflow.thread_domain<dense>, function_type = (memref<8xindex>, memref<8xindex>, memref<4x4xindex>, index) -> (), sym_name = "t1", sym_visibility = "private"}> ({
  ^bb0(%arg8: memref<8xindex>, %arg9: memref<8xindex>, %arg10: memref<4x4xindex>, %arg11: index, %arg12: none):
    %182 = "dataflow.graph.launch"(%arg12, %arg11, %arg9, %arg10) <{callee = @g_t1_0, operandSegmentSizes = array<i32: 1, 1, 0, 2, 0>, resultSegmentSizes = array<i32: 0, 0, 1>, source_maps = []}> : (none, index, memref<8xindex>, memref<4x4xindex>) -> none
    "dataflow.thread.yield"(%182) : (none) -> ()
  }) : () -> ()
  "dataflow.graph"() <{function_type = (index, memref<8xindex>, memref<4x4xindex>) -> (), input_segments = array<i32: 1, 0, 2>, result_segments = array<i32: 0, 0, 0>, sym_name = "g_t0_0", sym_visibility = "private"}> ({
  ^bb0(%arg4: none, %arg5: index, %arg6: memref<8xindex>, %arg7: memref<4x4xindex>):
    %73 = "dataflow.constant"(%arg4) <{const_value = 0 : index}> : (none) -> index
    %74 = "dataflow.constant"(%arg4) <{const_value = 1 : index}> : (none) -> index
    %75 = "arith.index_cast"(%73) : (index) -> i32
    %76 = "arith.index_cast"(%arg5) : (index) -> i32
    %77 = "arith.index_cast"(%74) : (index) -> i32
    %78:2 = "dataflow.stream"(%75, %76, %77) <{predicate = 2 : i64, step_kind = 0 : i32}> : (i32, i32, i32) -> (i32, i1)
    %79 = "dataflow.carry"(%78#1, %arg4, %176#0) : (i1, none, none) -> none
    %80:2 = "dataflow.demux"(%78#1, %79) : (i1, none) -> (none, none)
    %81 = "dataflow.invariant"(%78#1, %arg5) : (i1, index) -> index
    %82:2 = "dataflow.gate"(%78#1, %81) : (i1, index) -> (i1, index)
    %83:2 = "dataflow.demux"(%82#0, %82#1) : (i1, index) -> (index, index)
    %84 = "dataflow.invariant"(%78#1, %74) : (i1, index) -> index
    %85:2 = "dataflow.gate"(%78#1, %84) : (i1, index) -> (i1, index)
    %86:2 = "dataflow.demux"(%85#0, %85#1) : (i1, index) -> (index, index)
    %87 = "dataflow.invariant"(%78#1, %73) : (i1, index) -> index
    %88:2 = "dataflow.gate"(%78#1, %87) : (i1, index) -> (i1, index)
    %89:2 = "dataflow.demux"(%88#0, %88#1) : (i1, index) -> (index, index)
    %90 = "dataflow.carry"(%78#1, %arg4, %177#0) : (i1, none, none) -> none
    %91:2 = "dataflow.demux"(%78#1, %90) : (i1, none) -> (none, none)
    %92 = "dataflow.constant"(%80#1) <{const_value = 0 : index}> : (none) -> index
    %93 = "dataflow.carry"(%96, %80#1, %98#1) : (i1, none, none) -> none
    %94 = "dataflow.carry"(%96, %88#1, %104) : (i1, index, index) -> index
    %95 = "dataflow.invariant"(%96, %82#1) : (i1, index) -> index
    %96 = "arith.cmpi"(%94, %95) <{predicate = 2 : i64}> : (index, index) -> i1
    %97:2 = "dataflow.demux"(%96, %93) : (i1, none) -> (none, none)
    %98:2 = "dataflow.gate"(%96, %93) : (i1, none) -> (i1, none)
    %99:2 = "dataflow.demux"(%98#0, %98#1) : (i1, none) -> (none, none)
    %100:2 = "dataflow.demux"(%96, %94) : (i1, index) -> (index, index)
    %101 = "dataflow.invariant"(%96, %85#1) : (i1, index) -> index
    %102:2 = "dataflow.gate"(%96, %101) : (i1, index) -> (i1, index)
    %103:2 = "dataflow.demux"(%102#0, %102#1) : (i1, index) -> (index, index)
    %104 = "arith.addi"(%100#1, %102#1) <{overflowFlags = #arith.overflow<none>}> : (index, index) -> index
    %105:2 = "dataflow.demux"(%98#0, %98#1) : (i1, none) -> (none, none)
    %106:3 = "dataflow.sync"(%105#0, %99#0, %103#0) : (none, none, index) -> (none, none, index)
    %107 = "dataflow.mux"(%98#0, %106#0, %105#1) : (i1, none, none) -> none
    %108 = "dataflow.carry"(%96, %80#1, %107) : (i1, none, none) -> none
    %109:2 = "dataflow.demux"(%96, %108) : (i1, none) -> (none, none)
    %110:2 = "dataflow.sync"(%97#0, %109#0) : (none, none) -> (none, none)
    %111:2 = "dataflow.sync"(%110#0, %91#1) : (none, none) -> (none, none)
    %112 = "dataflow.store"(%arg6, %92, %100#0, %111#0) : (memref<8xindex>, index, index, none) -> none
    %113 = "dataflow.constant"(%80#1) <{const_value = 1 : index}> : (none) -> index
    %114 = "dataflow.carry"(%117, %80#1, %119#1) : (i1, none, none) -> none
    %115 = "dataflow.carry"(%117, %88#1, %125) : (i1, index, index) -> index
    %116 = "dataflow.invariant"(%117, %82#1) : (i1, index) -> index
    %117 = "arith.cmpi"(%115, %116) <{predicate = 2 : i64}> : (index, index) -> i1
    %118:2 = "dataflow.demux"(%117, %114) : (i1, none) -> (none, none)
    %119:2 = "dataflow.gate"(%117, %114) : (i1, none) -> (i1, none)
    %120:2 = "dataflow.demux"(%119#0, %119#1) : (i1, none) -> (none, none)
    %121:2 = "dataflow.demux"(%117, %115) : (i1, index) -> (index, index)
    %122 = "dataflow.invariant"(%117, %85#1) : (i1, index) -> index
    %123:2 = "dataflow.gate"(%117, %122) : (i1, index) -> (i1, index)
    %124:2 = "dataflow.demux"(%123#0, %123#1) : (i1, index) -> (index, index)
    %125 = "arith.addi"(%121#1, %123#1) <{overflowFlags = #arith.overflow<none>}> : (index, index) -> index
    %126:2 = "dataflow.demux"(%119#0, %119#1) : (i1, none) -> (none, none)
    %127:3 = "dataflow.sync"(%126#0, %120#0, %124#0) : (none, none, index) -> (none, none, index)
    %128 = "dataflow.mux"(%119#0, %127#0, %126#1) : (i1, none, none) -> none
    %129 = "dataflow.carry"(%117, %80#1, %128) : (i1, none, none) -> none
    %130:2 = "dataflow.demux"(%117, %129) : (i1, none) -> (none, none)
    %131:2 = "dataflow.sync"(%118#0, %130#0) : (none, none) -> (none, none)
    %132:2 = "dataflow.sync"(%131#0, %91#1) : (none, none) -> (none, none)
    %133 = "dataflow.store"(%arg6, %113, %121#0, %132#0) : (memref<8xindex>, index, index, none) -> none
    %134 = "dataflow.constant"(%80#1) <{const_value = 2 : index}> : (none) -> index
    %135 = "dataflow.carry"(%138, %80#1, %140#1) : (i1, none, none) -> none
    %136 = "dataflow.carry"(%138, %88#1, %146) : (i1, index, index) -> index
    %137 = "dataflow.invariant"(%138, %82#1) : (i1, index) -> index
    %138 = "arith.cmpi"(%136, %137) <{predicate = 2 : i64}> : (index, index) -> i1
    %139:2 = "dataflow.demux"(%138, %135) : (i1, none) -> (none, none)
    %140:2 = "dataflow.gate"(%138, %135) : (i1, none) -> (i1, none)
    %141:2 = "dataflow.demux"(%140#0, %140#1) : (i1, none) -> (none, none)
    %142:2 = "dataflow.demux"(%138, %136) : (i1, index) -> (index, index)
    %143 = "dataflow.invariant"(%138, %85#1) : (i1, index) -> index
    %144:2 = "dataflow.gate"(%138, %143) : (i1, index) -> (i1, index)
    %145:2 = "dataflow.demux"(%144#0, %144#1) : (i1, index) -> (index, index)
    %146 = "arith.addi"(%142#1, %144#1) <{overflowFlags = #arith.overflow<none>}> : (index, index) -> index
    %147:2 = "dataflow.demux"(%140#0, %140#1) : (i1, none) -> (none, none)
    %148:3 = "dataflow.sync"(%147#0, %141#0, %145#0) : (none, none, index) -> (none, none, index)
    %149 = "dataflow.mux"(%140#0, %148#0, %147#1) : (i1, none, none) -> none
    %150 = "dataflow.carry"(%138, %80#1, %149) : (i1, none, none) -> none
    %151:2 = "dataflow.demux"(%138, %150) : (i1, none) -> (none, none)
    %152:2 = "dataflow.sync"(%139#0, %151#0) : (none, none) -> (none, none)
    %153:2 = "dataflow.sync"(%152#0, %91#1) : (none, none) -> (none, none)
    %154 = "dataflow.store"(%arg6, %134, %142#0, %153#0) : (memref<8xindex>, index, index, none) -> none
    %155 = "dataflow.constant"(%80#1) <{const_value = 3 : index}> : (none) -> index
    %156 = "dataflow.carry"(%159, %80#1, %161#1) : (i1, none, none) -> none
    %157 = "dataflow.carry"(%159, %88#1, %167) : (i1, index, index) -> index
    %158 = "dataflow.invariant"(%159, %82#1) : (i1, index) -> index
    %159 = "arith.cmpi"(%157, %158) <{predicate = 2 : i64}> : (index, index) -> i1
    %160:2 = "dataflow.demux"(%159, %156) : (i1, none) -> (none, none)
    %161:2 = "dataflow.gate"(%159, %156) : (i1, none) -> (i1, none)
    %162:2 = "dataflow.demux"(%161#0, %161#1) : (i1, none) -> (none, none)
    %163:2 = "dataflow.demux"(%159, %157) : (i1, index) -> (index, index)
    %164 = "dataflow.invariant"(%159, %85#1) : (i1, index) -> index
    %165:2 = "dataflow.gate"(%159, %164) : (i1, index) -> (i1, index)
    %166:2 = "dataflow.demux"(%165#0, %165#1) : (i1, index) -> (index, index)
    %167 = "arith.addi"(%163#1, %165#1) <{overflowFlags = #arith.overflow<none>}> : (index, index) -> index
    %168:2 = "dataflow.demux"(%161#0, %161#1) : (i1, none) -> (none, none)
    %169:3 = "dataflow.sync"(%168#0, %162#0, %166#0) : (none, none, index) -> (none, none, index)
    %170 = "dataflow.mux"(%161#0, %169#0, %168#1) : (i1, none, none) -> none
    %171 = "dataflow.carry"(%159, %80#1, %170) : (i1, none, none) -> none
    %172:2 = "dataflow.demux"(%159, %171) : (i1, none) -> (none, none)
    %173:2 = "dataflow.sync"(%160#0, %172#0) : (none, none) -> (none, none)
    %174:2 = "dataflow.sync"(%173#0, %91#1) : (none, none) -> (none, none)
    %175 = "dataflow.store"(%arg6, %155, %163#0, %174#0) : (memref<8xindex>, index, index, none) -> none
    %176:4 = "dataflow.sync"(%110#0, %131#0, %152#0, %173#0) : (none, none, none, none) -> (none, none, none, none)
    %177:4 = "dataflow.sync"(%112, %133, %154, %175) : (none, none, none, none) -> (none, none, none, none)
    %178 = "arith.cmpi"(%75, %76) <{predicate = 2 : i64}> : (i32, i32) -> i1
    %179:2 = "dataflow.demux"(%178, %80#0) : (i1, none) -> (none, none)
    %180:4 = "dataflow.sync"(%179#1, %83#0, %86#0, %89#0) : (none, index, index, index) -> (none, index, index, index)
    %181 = "dataflow.mux"(%178, %179#0, %180#0) : (i1, none, none) -> none
    "dataflow.graph.return"(%181, %91#0) <{operandSegmentSizes = array<i32: 0, 0, 0, 2>}> : (none, none) -> ()
  }) : () -> ()
  "dataflow.graph"() <{function_type = (index, memref<8xindex>, memref<4x4xindex>) -> (), input_segments = array<i32: 1, 0, 2>, result_segments = array<i32: 0, 0, 0>, sym_name = "g_t1_0", sym_visibility = "private"}> ({
  ^bb0(%arg0: none, %arg1: index, %arg2: memref<8xindex>, %arg3: memref<4x4xindex>):
    %0 = "dataflow.constant"(%arg0) <{const_value = 0 : index}> : (none) -> index
    %1 = "dataflow.constant"(%arg0) <{const_value = 1 : index}> : (none) -> index
    %2 = "dataflow.constant"(%arg0) <{const_value = 4 : index}> : (none) -> index
    %3 = "dataflow.constant"(%arg0) <{const_value = 7 : index}> : (none) -> index
    %4 = "arith.index_cast"(%0) : (index) -> i32
    %5 = "arith.index_cast"(%arg1) : (index) -> i32
    %6 = "arith.index_cast"(%1) : (index) -> i32
    %7:2 = "dataflow.stream"(%4, %5, %6) <{predicate = 2 : i64, step_kind = 0 : i32}> : (i32, i32, i32) -> (i32, i1)
    %8 = "dataflow.carry"(%7#1, %arg0, %64#0) : (i1, none, none) -> none
    %9:2 = "dataflow.demux"(%7#1, %8) : (i1, none) -> (none, none)
    %10 = "dataflow.invariant"(%7#1, %2) : (i1, index) -> index
    %11:2 = "dataflow.gate"(%7#1, %10) : (i1, index) -> (i1, index)
    %12:2 = "dataflow.demux"(%11#0, %11#1) : (i1, index) -> (index, index)
    %13 = "dataflow.invariant"(%7#1, %3) : (i1, index) -> index
    %14:2 = "dataflow.gate"(%7#1, %13) : (i1, index) -> (i1, index)
    %15:2 = "dataflow.demux"(%14#0, %14#1) : (i1, index) -> (index, index)
    %16 = "dataflow.invariant"(%7#1, %0) : (i1, index) -> index
    %17:2 = "dataflow.gate"(%7#1, %16) : (i1, index) -> (i1, index)
    %18:2 = "dataflow.demux"(%17#0, %17#1) : (i1, index) -> (index, index)
    %19 = "dataflow.invariant"(%7#1, %1) : (i1, index) -> index
    %20:2 = "dataflow.gate"(%7#1, %19) : (i1, index) -> (i1, index)
    %21:2 = "dataflow.demux"(%20#0, %20#1) : (i1, index) -> (index, index)
    %22 = "dataflow.carry"(%7#1, %arg0, %65#0) : (i1, none, none) -> none
    %23:2 = "dataflow.demux"(%7#1, %22) : (i1, none) -> (none, none)
    %24 = "dataflow.constant"(%9#1) <{const_value = 0 : index}> : (none) -> index
    %25 = "arith.cmpi"(%24, %11#1) <{predicate = 2 : i64}> : (index, index) -> i1
    %26:2 = "dataflow.demux"(%25, %9#1) : (i1, none) -> (none, none)
    %27:2 = "dataflow.demux"(%25, %23#1) : (i1, none) -> (none, none)
    %28:2 = "dataflow.demux"(%25, %14#1) : (i1, index) -> (index, index)
    %29:2 = "dataflow.demux"(%25, %24) : (i1, index) -> (index, index)
    %30:2 = "dataflow.sync"(%26#1, %27#1) : (none, none) -> (none, none)
    %31 = "dataflow.store"(%arg2, %29#1, %28#1, %30#0) : (memref<8xindex>, index, index, none) -> none
    %32 = "dataflow.mux"(%25, %27#0, %31) : (i1, none, none) -> none
    %33 = "dataflow.mux"(%25, %26#0, %26#1) : (i1, none, none) -> none
    %34 = "dataflow.constant"(%9#1) <{const_value = 1 : index}> : (none) -> index
    %35 = "arith.cmpi"(%34, %11#1) <{predicate = 2 : i64}> : (index, index) -> i1
    %36:2 = "dataflow.demux"(%35, %9#1) : (i1, none) -> (none, none)
    %37:2 = "dataflow.demux"(%35, %23#1) : (i1, none) -> (none, none)
    %38:2 = "dataflow.demux"(%35, %14#1) : (i1, index) -> (index, index)
    %39:2 = "dataflow.demux"(%35, %34) : (i1, index) -> (index, index)
    %40:2 = "dataflow.sync"(%36#1, %37#1) : (none, none) -> (none, none)
    %41 = "dataflow.store"(%arg2, %39#1, %38#1, %40#0) : (memref<8xindex>, index, index, none) -> none
    %42 = "dataflow.mux"(%35, %37#0, %41) : (i1, none, none) -> none
    %43 = "dataflow.mux"(%35, %36#0, %36#1) : (i1, none, none) -> none
    %44 = "dataflow.constant"(%9#1) <{const_value = 2 : index}> : (none) -> index
    %45 = "arith.cmpi"(%44, %11#1) <{predicate = 2 : i64}> : (index, index) -> i1
    %46:2 = "dataflow.demux"(%45, %9#1) : (i1, none) -> (none, none)
    %47:2 = "dataflow.demux"(%45, %23#1) : (i1, none) -> (none, none)
    %48:2 = "dataflow.demux"(%45, %14#1) : (i1, index) -> (index, index)
    %49:2 = "dataflow.demux"(%45, %44) : (i1, index) -> (index, index)
    %50:2 = "dataflow.sync"(%46#1, %47#1) : (none, none) -> (none, none)
    %51 = "dataflow.store"(%arg2, %49#1, %48#1, %50#0) : (memref<8xindex>, index, index, none) -> none
    %52 = "dataflow.mux"(%45, %47#0, %51) : (i1, none, none) -> none
    %53 = "dataflow.mux"(%45, %46#0, %46#1) : (i1, none, none) -> none
    %54 = "dataflow.constant"(%9#1) <{const_value = 3 : index}> : (none) -> index
    %55 = "arith.cmpi"(%54, %11#1) <{predicate = 2 : i64}> : (index, index) -> i1
    %56:2 = "dataflow.demux"(%55, %9#1) : (i1, none) -> (none, none)
    %57:2 = "dataflow.demux"(%55, %23#1) : (i1, none) -> (none, none)
    %58:2 = "dataflow.demux"(%55, %14#1) : (i1, index) -> (index, index)
    %59:2 = "dataflow.demux"(%55, %54) : (i1, index) -> (index, index)
    %60:2 = "dataflow.sync"(%56#1, %57#1) : (none, none) -> (none, none)
    %61 = "dataflow.store"(%arg2, %59#1, %58#1, %60#0) : (memref<8xindex>, index, index, none) -> none
    %62 = "dataflow.mux"(%55, %57#0, %61) : (i1, none, none) -> none
    %63 = "dataflow.mux"(%55, %56#0, %56#1) : (i1, none, none) -> none
    %64:4 = "dataflow.sync"(%33, %43, %53, %63) : (none, none, none, none) -> (none, none, none, none)
    %65:4 = "dataflow.sync"(%32, %42, %52, %62) : (none, none, none, none) -> (none, none, none, none)
    %66 = "arith.cmpi"(%4, %5) <{predicate = 2 : i64}> : (i32, i32) -> i1
    %67:2 = "dataflow.demux"(%66, %9#0) : (i1, none) -> (none, none)
    %68:2 = "dataflow.sync"(%67#1, %12#0) : (none, index) -> (none, index)
    %69:2 = "dataflow.sync"(%68#0, %15#0) : (none, index) -> (none, index)
    %70:2 = "dataflow.sync"(%18#0, %21#0) : (index, index) -> (index, index)
    %71:2 = "dataflow.sync"(%69#0, %70#0) : (none, index) -> (none, index)
    %72 = "dataflow.mux"(%66, %67#0, %71#0) : (i1, none, none) -> none
    "dataflow.graph.return"(%72, %23#0) <{operandSegmentSizes = array<i32: 0, 0, 0, 2>}> : (none, none) -> ()
  }) : () -> ()
}) : () -> ()