def _phase_0(code):
    instructions = code.instructions

    ''' Generate flow graph '''
    flow_graph = cfg.generate(instructions)

    ''' Get reachability information '''
    reach_ins, reach_outs = fr.analyse(flow_graph, code.argument_fields, [])

    ''' Cherry-pick dead instructions '''
    instruction_list = []
    for _, node in flow_graph.iteritems():
        for instruction in node.basic_block:
            if isinstance(instruction, I.ADD):
                if is_reserved_or_argument_field(instruction.field.field, code.argument_fields):
                    pass
                else:
                    if get_add_instruction_count(code.instructions, instruction.field.field) < 2:
                        pass
                    elif not (instruction.field.field in reach_ins[instruction]):
                        instruction_list.append(instruction)

    ''' Remove dead instructions from the code '''
    for instruction in instruction_list:
        instructions.remove(instruction)
def _phase_2(code):
    instructions = code.instructions
    ''' Generate flow graph '''
    flow_graph = cfg.generate(instructions)
    ''' Get reachability information '''
    reach_ins, reach_outs = fr.analyse(flow_graph, code.argument_fields,
                                       [I.ADD])
    ''' Cherry-pick dead instructions '''
    instruction_list = []
    for _, node in flow_graph.iteritems():
        for instruction in node.basic_block:
            if isinstance(instruction, I.RMV):
                if is_reserved_or_argument_field(instruction.field.field,
                                                 code.argument_fields):
                    pass
                elif not (instruction.field.field in reach_ins[instruction]):
                    instruction_list.append(instruction)
    ''' Remove dead instructions from the code '''
    for instruction in instruction_list:
        instructions.remove(instruction)
def _phase_2(code):
    instructions = code.instructions

    """ Generate flow graph """
    flow_graph = cfg.generate(instructions)

    """ Get reachability information """
    reach_ins, reach_outs = fr.analyse(flow_graph, code.argument_fields, [I.ADD])

    """ Cherry-pick dead instructions """
    instruction_list = []
    for _, node in flow_graph.iteritems():
        for instruction in node.basic_block:
            if isinstance(instruction, I.RMV):
                if is_reserved_or_argument_field(instruction.field.field, code.argument_fields):
                    pass
                elif not (instruction.field.field in reach_ins[instruction]):
                    instruction_list.append(instruction)

    """ Remove dead instructions from the code """
    for instruction in instruction_list:
        instructions.remove(instruction)
Esempio n. 4
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def cost_Code(code, state):
    argument_fields = code.argument_fields
    instructions = code.instructions
    ''' Generate control flow graph '''
    flow_graph = cfg.generate(instructions)
    ''' Get reaching definitions information (for I.ADD only) '''
    reach_def_ins, reach_def_outs = rd.analyse(
        flow_graph, [],
        [I.LD, I.OP, I.LDt, I.LKt, I.CRC, I.HSH, I.CNC, I.ATM, I.SEQ])
    ''' Get field reachability information '''
    reach_ins, reach_outs = fr.analyse(
        flow_graph, [],
        [I.LD, I.OP, I.LDt, I.LKt, I.CRC, I.HSH, I.CNC, I.ATM, I.SEQ])

    instruction_dict = {}
    for _, node in flow_graph.iteritems():
        for instruction in node.basic_block:
            if isinstance(instruction, I.ID):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.DRP):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.CTR):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.ADD):
                pass
            elif isinstance(instruction, I.RMV):
                pass
            elif isinstance(instruction, I.LD):
                if isinstance(instruction.source, O.Value) or isinstance(
                        instruction.source, O.Field):
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields)
                    state.latency += 1
                elif isinstance(instruction.source, O.Location):
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 2
                    state.latency += 2
            elif isinstance(instruction, I.ST):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.OP):
                if not (instruction.operator == Op.Mul
                        or instruction.operator == Op.Div):
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields)
                    state.latency += 1
                else:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 2
                    state.latency += 2
            elif isinstance(instruction, I.PUSH):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.POP):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.BR):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.JMP):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.LBL):
                pass
            elif isinstance(instruction, I.LDt):
                _, _, table_type = state.tables[instruction.table_id]

                if table_type == syntax.TableTypeCollection.RAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 3
                    state.latency += 3
                else:
                    raise RuntimeError("invalid table type (%s)." % table_type)
                    # Note:
                    # 1) tables are not added in the "area" cost as they will incur a one time cost for the
                    # whole program
                    # 2) it only operates on RAM type
            elif isinstance(instruction, I.STt):
                _, _, table_type = state.tables[instruction.table_id]

                if table_type == syntax.TableTypeCollection.RAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 3
                    state.latency += 3
                # elif table_type == syntax.TableTypeCollection.HSH:
                # latency += 2
                elif table_type == syntax.TableTypeCollection.CAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 4
                    state.latency += 4
                else:
                    raise RuntimeError("invalid table type (%s)." % table_type)
            elif isinstance(instruction, I.INCt):
                _, _, table_type = state.tables[instruction.table_id]
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)

                if table_type == syntax.TableTypeCollection.RAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 3
                    state.latency += 3
                else:
                    raise RuntimeError("invalid table type (%s)." % table_type)
            elif isinstance(instruction, I.LKt):
                _, _, table_type = state.tables[instruction.table_id]

                if table_type == syntax.TableTypeCollection.RAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 3
                    state.latency += 3
                # elif table_type == syntax.TableTypeCollection.HSH:
                # latency += 2
                elif table_type == syntax.TableTypeCollection.CAM:
                    state.area += get_header_size(reach_ins[instruction],
                                                  reach_def_ins[instruction],
                                                  argument_fields) * 4
                    state.latency += 4
                else:
                    raise RuntimeError("invalid table type (%s)." % table_type)
            elif isinstance(instruction, I.CRC):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.HSH):
                state.area += get_header_size(reach_ins[instruction],
                                              reach_def_ins[instruction],
                                              argument_fields)
                state.latency += 1
            elif isinstance(instruction, I.CNC):
                for code in instruction.codes:
                    cost_Code(code, state)
            elif isinstance(instruction, I.ATM):
                cost_Code(instruction.code, state)
            elif isinstance(instruction, I.SEQ):
                cost_Code(instruction.code, state)
Esempio n. 5
0
def _transform(code, exclude_list):
    instructions = code.instructions

    ''' Generate flow graph '''
    flow_graph = cfg.generate(instructions)

    ''' Get reaching definitions information (for I.ADD only) '''
    reach_def_ins, reach_def_outs = rd.analyse(flow_graph, code.argument_fields,
                                               [I.LD, I.OP, I.LDt, I.LKt, I.CRC, I.HSH, I.CNC, I.ATM, I.SEQ])

    ''' Get field reachability information '''
    reach_ins, reach_outs = fr.analyse(flow_graph, code.argument_fields, exclude_list)

    ''' Cherry-pick dead instructions '''
    instruction_dict = {}
    for _, node in flow_graph.iteritems():
        for instruction in node.basic_block:
            if isinstance(instruction, I.LD):
                instruction_dict[instruction] = []
                if isinstance(instruction.source, O.Field):
                    if is_reserved_or_argument_field(instruction.source.field, code.argument_fields):
                        pass
                    elif not (instruction.source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(
                            I.ADD(O.Field(instruction.source.field),
                                  get_field_size(reach_def_ins[instruction], instruction.source.field)))
                if isinstance(instruction.destination, O.Field):
                    if is_reserved_or_argument_field(instruction.destination.field, code.argument_fields):
                        pass
                    elif not (instruction.destination.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(
                            I.ADD(O.Field(instruction.destination.field),
                                  get_field_size(reach_def_ins[instruction], instruction.destination.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.ST):
                instruction_dict[instruction] = []
                if isinstance(instruction.source, O.Field):
                    if is_reserved_or_argument_field(instruction.source.field, code.argument_fields):
                        pass
                    elif not (instruction.source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(
                            I.ADD(O.Field(instruction.source.field),
                                  get_field_size(reach_def_ins[instruction], instruction.source.field)))
                if isinstance(instruction.location, O.Location):
                    if isinstance(instruction.location.location.offset, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.offset.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.offset.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.offset.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.offset.field)))
                    if isinstance(instruction.location.location.length, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.length.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.length.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.length.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.length.field)))
                else:
                    raise RuntimeError("invalid %s of location (%s). Should be %s."
                                       % (type(instruction.location), instruction.location, O.Location))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.OP):
                instruction_dict[instruction] = []
                if isinstance(instruction.left_source, O.Field):
                    if is_reserved_or_argument_field(instruction.left_source.field, code.argument_fields):
                        pass
                    elif not (instruction.left_source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.left_source.field),
                            get_field_size(reach_def_ins[instruction], instruction.left_source.field)))
                if isinstance(instruction.right_source, O.Field):
                    if is_reserved_or_argument_field(instruction.right_source.field, code.argument_fields):
                        pass
                    elif not (instruction.right_source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.right_source.field),
                            get_field_size(reach_def_ins[instruction], instruction.right_source.field)))
                if isinstance(instruction.destination, O.Field):
                    if is_reserved_or_argument_field(instruction.destination.field, code.argument_fields):
                        pass
                    elif not (instruction.destination.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.destination.field),
                            get_field_size(reach_def_ins[instruction], instruction.destination.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.PUSH):
                instruction_dict[instruction] = []
                if isinstance(instruction.location, O.Location):
                    if isinstance(instruction.location.location.offset, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.offset.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.offset.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.offset.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.offset.field)))
                    if isinstance(instruction.location.location.length, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.length.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.length.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.length.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.length.field)))
                else:
                    raise RuntimeError("invalid %s of location (%s). Should be %s."
                                       % (type(instruction.location), instruction.location, O.Location))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.POP):
                instruction_dict[instruction] = []
                if isinstance(instruction.location, O.Location):
                    if isinstance(instruction.location.location.offset, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.offset.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.offset.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.offset.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.offset.field)))
                    if isinstance(instruction.location.location.length, O.Field):
                        if is_reserved_or_argument_field(instruction.location.location.length.field,
                                                         code.argument_fields):
                            pass
                        elif not (instruction.location.location.length.field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(instruction.location.location.length.field),
                                get_field_size(reach_def_ins[instruction], instruction.location.location.length.field)))
                else:
                    raise RuntimeError("invalid %s of location (%s). Should be %s."
                                       % (type(instruction.location), instruction.location, O.Location))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.BR):
                instruction_dict[instruction] = []
                if isinstance(instruction.left_source, O.Field):
                    if is_reserved_or_argument_field(instruction.left_source.field, code.argument_fields):
                        pass
                    elif not (instruction.left_source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.left_source.field),
                            get_field_size(reach_def_ins[instruction], instruction.left_source.field)))
                if isinstance(instruction.right_source, O.Field):
                    if is_reserved_or_argument_field(instruction.right_source.field, code.argument_fields):
                        pass
                    elif not (instruction.right_source.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.right_source.field),
                            get_field_size(reach_def_ins[instruction], instruction.right_source.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.LDt):
                instruction_dict[instruction] = []
                if isinstance(instruction.index, O.Field):
                    if is_reserved_or_argument_field(instruction.index.field, code.argument_fields):
                        pass
                    elif not (instruction.index.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.index.field),
                            get_field_size(reach_def_ins[instruction], instruction.index.field)))
                if isinstance(instruction.destinations, O.Operands__):
                    for operand in instruction.destinations:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                else:
                    raise RuntimeError("invalid %s of destinations (%s). Should be %s."
                                       % (type(instruction.destinations), instruction.destinations, O.Operands__))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.STt):
                instruction_dict[instruction] = []
                if isinstance(instruction.index, O.Field):
                    if is_reserved_or_argument_field(instruction.index.field, code.argument_fields):
                        pass
                    elif not (instruction.index.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.index.field),
                            get_field_size(reach_def_ins[instruction], instruction.index.field)))
                if isinstance(instruction.sources, O.Operands_):
                    for operand in instruction.sources:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                elif isinstance(instruction.sources, O.OperandsMasks_):
                    for operand, _ in instruction.sources:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                else:
                    raise RuntimeError("invalid %s of sources (%s). Should be %s or %s."
                                       % (type(instruction.sources), instruction.sources,
                                          O.Operands_, O.OperandsMasks_))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.INCt):
                instruction_dict[instruction] = []
                if isinstance(instruction.index, O.Field):
                    if is_reserved_or_argument_field(instruction.index.field, code.argument_fields):
                        pass
                    elif not (instruction.index.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.index.field),
                            get_field_size(reach_def_ins[instruction], instruction.index.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.LKt):
                instruction_dict[instruction] = []
                if isinstance(instruction.sources, O.Operands_):
                    for operand in instruction.sources:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                else:
                    raise RuntimeError("invalid %s of sources (%s). Should be %s."
                                       % (type(instruction.sources), instruction.sources, O.Operands_))
                if isinstance(instruction.index, O.Field):
                    if is_reserved_or_argument_field(instruction.index.field, code.argument_fields):
                        pass
                    elif not (instruction.index.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.index.field),
                            get_field_size(reach_def_ins[instruction], instruction.index.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.CRC):
                instruction_dict[instruction] = []
                if isinstance(instruction.sources, O.Operands_):
                    for operand in instruction.sources:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                else:
                    raise RuntimeError("invalid %s of sources (%s). Should be %s."
                                       % (type(instruction.sources), instruction.sources, O.Operands_))
                if isinstance(instruction.destination, O.Field):
                    if is_reserved_or_argument_field(instruction.destination.field, code.argument_fields):
                        pass
                    elif not (instruction.destination.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.destination.field),
                            get_field_size(reach_def_ins[instruction], instruction.destination.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.HSH):
                instruction_dict[instruction] = []
                if isinstance(instruction.sources, O.Operands_):
                    for operand in instruction.sources:
                        if isinstance(operand, O.Field):
                            if is_reserved_or_argument_field(operand.field, code.argument_fields):
                                pass
                            elif not (operand.field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(operand.field),
                                    get_field_size(reach_def_ins[instruction], operand.field)))
                else:
                    raise RuntimeError("invalid %s of sources (%s). Should be %s."
                                       % (type(instruction.sources), instruction.sources, O.Operands_))
                if isinstance(instruction.destination, O.Field):
                    if is_reserved_or_argument_field(instruction.destination.field, code.argument_fields):
                        pass
                    elif not (instruction.destination.field in reach_ins[instruction]):
                        instruction_dict[instruction].append(I.ADD(
                            O.Field(instruction.destination.field),
                            get_field_size(reach_def_ins[instruction], instruction.destination.field)))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.CNC):
                instruction_dict[instruction] = []
                if isinstance(instruction.codes, I.Codes):
                    for _code in instruction.codes:
                        for field in _code.argument_fields:
                            if is_reserved_or_argument_field(field, code.argument_fields):
                                pass
                            elif not (field in reach_ins[instruction]):
                                instruction_dict[instruction].append(I.ADD(
                                    O.Field(field),
                                    get_field_size(reach_def_ins[instruction], field)))
                else:
                    raise RuntimeError("invalid %s of codes (%s). Should be %s."
                                       % (type(instruction.codes), instruction.codes, I.Codes))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.ATM):
                instruction_dict[instruction] = []
                if isinstance(instruction.code, I.Code):
                    for field in instruction.code.argument_fields:
                        if is_reserved_or_argument_field(field, code.argument_fields):
                            pass
                        elif not (field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(field),
                                get_field_size(reach_def_ins[instruction], field)))
                else:
                    raise RuntimeError("invalid %s of code (%s). Should be %s."
                                       % (type(instruction.code), instruction.code, I.Code))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]
            elif isinstance(instruction, I.SEQ):
                instruction_dict[instruction] = []
                if isinstance(instruction.code, I.Code):
                    for field in instruction.code.argument_fields:
                        if is_reserved_or_argument_field(field, code.argument_fields):
                            pass
                        elif not (field in reach_ins[instruction]):
                            instruction_dict[instruction].append(I.ADD(
                                O.Field(field),
                                get_field_size(reach_def_ins[instruction], field)))
                else:
                    raise RuntimeError("invalid %s of sources (%s). Should be %s."
                                       % (type(instruction.code), instruction.code, I.Code))
                if not instruction_dict[instruction]:
                    del instruction_dict[instruction]

    ''' Add new add instructions in the code '''
    for instruction, _instructions in instruction_dict.iteritems():
        index = instructions.index(instruction)
        for i in range(0, len(_instructions)):
            instructions.insert(index + i, _instructions[i])