add docstring Mul8_16_32_64 only for testing
[ieee754fpu.git] / src / ieee754 / part_mul_add / multiply.py
index a9e9c70d8fb79bc19881c15a9e234d211e2666b5..215d18c6a1aacce049dd74c6331437c2e74e5853 100644 (file)
@@ -8,6 +8,8 @@ from abc import ABCMeta, abstractmethod
 from nmigen.cli import main
 from functools import reduce
 from operator import or_
+from ieee754.pipeline import PipelineSpec
+from nmutil.pipemodbase import PipeModBase
 
 
 class PartitionPoints(dict):
@@ -71,17 +73,20 @@ class PartitionPoints(dict):
         for point, enabled in self.items():
             yield enabled.eq(rhs[point])
 
-    def as_mask(self, width):
+    def as_mask(self, width, mul=1):
         """Create a bit-mask from `self`.
 
         Each bit in the returned mask is clear only if the partition point at
         the same bit-index is enabled.
 
         :param width: the bit width of the resulting mask
+        :param mul: a "multiplier" which in-place expands the partition points
+                    typically set to "2" when used for multipliers
         """
         bits = []
         for i in range(width):
-            if i in self:
+            i /= mul
+            if i.is_integer() and int(i) in self:
                 bits.append(~self[i])
             else:
                 bits.append(True)
@@ -132,11 +137,11 @@ class FullAdder(Elaboratable):
 
         :param width: the bit width of the input and output
         """
-        self.in0 = Signal(width)
-        self.in1 = Signal(width)
-        self.in2 = Signal(width)
-        self.sum = Signal(width)
-        self.carry = Signal(width)
+        self.in0 = Signal(width, reset_less=True)
+        self.in1 = Signal(width, reset_less=True)
+        self.in2 = Signal(width, reset_less=True)
+        self.sum = Signal(width, reset_less=True)
+        self.carry = Signal(width, reset_less=True)
 
     def elaborate(self, platform):
         """Elaborate this module."""
@@ -227,16 +232,19 @@ class PartitionedAdder(Elaboratable):
         supported, except for by ``Signal.eq``.
     """
 
-    def __init__(self, width, partition_points):
+    def __init__(self, width, partition_points, partition_step=1):
         """Create a ``PartitionedAdder``.
 
         :param width: the bit width of the input and output
         :param partition_points: the input partition points
+        :param partition_step: a multiplier (typically double) step
+                               which in-place "expands" the partition points
         """
         self.width = width
-        self.a = Signal(width)
-        self.b = Signal(width)
-        self.output = Signal(width)
+        self.pmul = partition_step
+        self.a = Signal(width, reset_less=True)
+        self.b = Signal(width, reset_less=True)
+        self.output = Signal(width, reset_less=True)
         self.partition_points = PartitionPoints(partition_points)
         if not self.partition_points.fits_in_width(width):
             raise ValueError("partition_points doesn't fit in width")
@@ -246,17 +254,14 @@ class PartitionedAdder(Elaboratable):
                 expanded_width += 1
             expanded_width += 1
         self._expanded_width = expanded_width
-        # XXX these have to remain here due to some horrible nmigen
-        # simulation bugs involving sync.  it is *not* necessary to
-        # have them here, they should (under normal circumstances)
-        # be moved into elaborate, as they are entirely local
-        self._expanded_a = Signal(expanded_width) # includes extra part-points
-        self._expanded_b = Signal(expanded_width) # likewise.
-        self._expanded_o = Signal(expanded_width) # likewise.
 
     def elaborate(self, platform):
         """Elaborate this module."""
         m = Module()
+        expanded_a = Signal(self._expanded_width, reset_less=True)
+        expanded_b = Signal(self._expanded_width, reset_less=True)
+        expanded_o = Signal(self._expanded_width, reset_less=True)
+
         expanded_index = 0
         # store bits in a list, use Cat later.  graphviz is much cleaner
         al, bl, ol, ea, eb, eo = [],[],[],[],[],[]
@@ -270,17 +275,18 @@ class PartitionedAdder(Elaboratable):
         # carry has been carried *over* the break point.
 
         for i in range(self.width):
-            if i in self.partition_points:
+            pi = i/self.pmul # double the range of the partition point test
+            if pi.is_integer() and pi in self.partition_points:
                 # add extra bit set to 0 + 0 for enabled partition points
                 # and 1 + 0 for disabled partition points
-                ea.append(self._expanded_a[expanded_index])
-                al.append(~self.partition_points[i]) # add extra bit in a
-                eb.append(self._expanded_b[expanded_index])
+                ea.append(expanded_a[expanded_index])
+                al.append(~self.partition_points[pi]) # add extra bit in a
+                eb.append(expanded_b[expanded_index])
                 bl.append(C(0)) # yes, add a zero
                 expanded_index += 1 # skip the extra point.  NOT in the output
-            ea.append(self._expanded_a[expanded_index])
-            eb.append(self._expanded_b[expanded_index])
-            eo.append(self._expanded_o[expanded_index])
+            ea.append(expanded_a[expanded_index])
+            eb.append(expanded_b[expanded_index])
+            eo.append(expanded_o[expanded_index])
             al.append(self.a[i])
             bl.append(self.b[i])
             ol.append(self.output[i])
@@ -293,8 +299,7 @@ class PartitionedAdder(Elaboratable):
 
         # use only one addition to take advantage of look-ahead carry and
         # special hardware on FPGAs
-        m.d.comb += self._expanded_o.eq(
-            self._expanded_a + self._expanded_b)
+        m.d.comb += expanded_o.eq(expanded_a + expanded_b)
         return m
 
 
@@ -302,22 +307,98 @@ FULL_ADDER_INPUT_COUNT = 3
 
 class AddReduceData:
 
-    def __init__(self, ppoints, output_width, n_parts):
-        self.part_ops = [Signal(2, name=f"part_ops_{i}")
+    def __init__(self, part_pts, n_inputs, output_width, n_parts):
+        self.part_ops = [Signal(2, name=f"part_ops_{i}", reset_less=True)
                           for i in range(n_parts)]
-        self.inputs = [Signal(output_width, name=f"inputs[{i}]")
-            for i in range(len(self.inputs))]
-        self.reg_partition_points = partition_points.like()
+        self.terms = [Signal(output_width, name=f"terms_{i}",
+                              reset_less=True)
+                        for i in range(n_inputs)]
+        self.part_pts = part_pts.like()
+
+    def eq_from(self, part_pts, inputs, part_ops):
+        return [self.part_pts.eq(part_pts)] + \
+               [self.terms[i].eq(inputs[i])
+                                     for i in range(len(self.terms))] + \
+               [self.part_ops[i].eq(part_ops[i])
+                                     for i in range(len(self.part_ops))]
 
     def eq(self, rhs):
-        return [self.reg_partition_points.eq(rhs.reg_partition_points)] + \
-               [self.inputs[i].eq(rhs.inputs[i])
-                                     for i in range(len(self.inputs))] + \
-               [self.part_ops[i].eq(rhs.part_ops[i])
+        return self.eq_from(rhs.part_pts, rhs.terms, rhs.part_ops)
+
+
+class FinalReduceData:
+
+    def __init__(self, part_pts, output_width, n_parts):
+        self.part_ops = [Signal(2, name=f"part_ops_{i}", reset_less=True)
+                          for i in range(n_parts)]
+        self.output = Signal(output_width, reset_less=True)
+        self.part_pts = part_pts.like()
+
+    def eq_from(self, part_pts, output, part_ops):
+        return [self.part_pts.eq(part_pts)] + \
+               [self.output.eq(output)] + \
+               [self.part_ops[i].eq(part_ops[i])
                                      for i in range(len(self.part_ops))]
 
+    def eq(self, rhs):
+        return self.eq_from(rhs.part_pts, rhs.output, rhs.part_ops)
+
+
+class FinalAdd(PipeModBase):
+    """ Final stage of add reduce
+    """
 
-class AddReduceSingle(Elaboratable):
+    def __init__(self, pspec, lidx, n_inputs, partition_points,
+                       partition_step=1):
+        self.lidx = lidx
+        self.partition_step = partition_step
+        self.output_width = pspec.width * 2
+        self.n_inputs = n_inputs
+        self.n_parts = pspec.n_parts
+        self.partition_points = PartitionPoints(partition_points)
+        if not self.partition_points.fits_in_width(self.output_width):
+            raise ValueError("partition_points doesn't fit in output_width")
+
+        super().__init__(pspec, "finaladd")
+
+    def ispec(self):
+        return AddReduceData(self.partition_points, self.n_inputs,
+                             self.output_width, self.n_parts)
+
+    def ospec(self):
+        return FinalReduceData(self.partition_points,
+                                 self.output_width, self.n_parts)
+
+    def elaborate(self, platform):
+        """Elaborate this module."""
+        m = Module()
+
+        output_width = self.output_width
+        output = Signal(output_width, reset_less=True)
+        if self.n_inputs == 0:
+            # use 0 as the default output value
+            m.d.comb += output.eq(0)
+        elif self.n_inputs == 1:
+            # handle single input
+            m.d.comb += output.eq(self.i.terms[0])
+        else:
+            # base case for adding 2 inputs
+            assert self.n_inputs == 2
+            adder = PartitionedAdder(output_width,
+                                     self.i.part_pts, self.partition_step)
+            m.submodules.final_adder = adder
+            m.d.comb += adder.a.eq(self.i.terms[0])
+            m.d.comb += adder.b.eq(self.i.terms[1])
+            m.d.comb += output.eq(adder.output)
+
+        # create output
+        m.d.comb += self.o.eq_from(self.i.part_pts, output,
+                                   self.i.part_ops)
+
+        return m
+
+
+class AddReduceSingle(PipeModBase):
     """Add list of numbers together.
 
     :attribute inputs: input ``Signal``s to be summed. Modification not
@@ -329,44 +410,46 @@ class AddReduceSingle(Elaboratable):
         supported, except for by ``Signal.eq``.
     """
 
-    def __init__(self, inputs, output_width, register_levels, partition_points,
-                       part_ops):
+    def __init__(self, pspec, lidx, n_inputs, partition_points,
+                       partition_step=1):
         """Create an ``AddReduce``.
 
         :param inputs: input ``Signal``s to be summed.
         :param output_width: bit-width of ``output``.
-        :param register_levels: List of nesting levels that should have
-            pipeline registers.
         :param partition_points: the input partition points.
         """
-        self.part_ops = part_ops
-        self.out_part_ops = [Signal(2, name=f"out_part_ops_{i}")
-                          for i in range(len(part_ops))]
-        self.inputs = list(inputs)
-        self._resized_inputs = [
-            Signal(output_width, name=f"resized_inputs[{i}]")
-            for i in range(len(self.inputs))]
-        self.register_levels = list(register_levels)
-        self.output = Signal(output_width)
+        self.lidx = lidx
+        self.partition_step = partition_step
+        self.n_inputs = n_inputs
+        self.n_parts = pspec.n_parts
+        self.output_width = pspec.width * 2
         self.partition_points = PartitionPoints(partition_points)
-        if not self.partition_points.fits_in_width(output_width):
+        if not self.partition_points.fits_in_width(self.output_width):
             raise ValueError("partition_points doesn't fit in output_width")
-        self._reg_partition_points = self.partition_points.like()
-
-        max_level = AddReduceSingle.get_max_level(len(self.inputs))
-        for level in self.register_levels:
-            if level > max_level:
-                raise ValueError(
-                    "not enough adder levels for specified register levels")
-
-        # this is annoying.  we have to create the modules (and terms)
-        # because we need to know what they are (in order to set up the
-        # interconnects back in AddReduce), but cannot do the m.d.comb +=
-        # etc because this is not in elaboratable.
-        self.groups = AddReduceSingle.full_adder_groups(len(self.inputs))
-        self._intermediate_terms = []
-        if len(self.groups) != 0:
-            self.create_next_terms()
+
+        self.groups = AddReduceSingle.full_adder_groups(n_inputs)
+        self.n_terms = AddReduceSingle.calc_n_inputs(n_inputs, self.groups)
+
+        super().__init__(pspec, "addreduce_%d" % lidx)
+
+    def ispec(self):
+        return AddReduceData(self.partition_points, self.n_inputs,
+                             self.output_width, self.n_parts)
+
+    def ospec(self):
+        return AddReduceData(self.partition_points, self.n_terms,
+                             self.output_width, self.n_parts)
+
+    @staticmethod
+    def calc_n_inputs(n_inputs, groups):
+        retval = len(groups)*2
+        if n_inputs % FULL_ADDER_INPUT_COUNT == 1:
+            retval += 1
+        elif n_inputs % FULL_ADDER_INPUT_COUNT == 2:
+            retval += 2
+        else:
+            assert n_inputs % FULL_ADDER_INPUT_COUNT == 0
+        return retval
 
     @staticmethod
     def get_max_level(input_count):
@@ -391,105 +474,124 @@ class AddReduceSingle(Elaboratable):
                      input_count - FULL_ADDER_INPUT_COUNT + 1,
                      FULL_ADDER_INPUT_COUNT)
 
+    def create_next_terms(self):
+        """ create next intermediate terms, for linking up in elaborate, below
+        """
+        terms = []
+        adders = []
+
+        # create full adders for this recursive level.
+        # this shrinks N terms to 2 * (N // 3) plus the remainder
+        for i in self.groups:
+            adder_i = MaskedFullAdder(self.output_width)
+            adders.append((i, adder_i))
+            # add both the sum and the masked-carry to the next level.
+            # 3 inputs have now been reduced to 2...
+            terms.append(adder_i.sum)
+            terms.append(adder_i.mcarry)
+        # handle the remaining inputs.
+        if self.n_inputs % FULL_ADDER_INPUT_COUNT == 1:
+            terms.append(self.i.terms[-1])
+        elif self.n_inputs % FULL_ADDER_INPUT_COUNT == 2:
+            # Just pass the terms to the next layer, since we wouldn't gain
+            # anything by using a half adder since there would still be 2 terms
+            # and just passing the terms to the next layer saves gates.
+            terms.append(self.i.terms[-2])
+            terms.append(self.i.terms[-1])
+        else:
+            assert self.n_inputs % FULL_ADDER_INPUT_COUNT == 0
+
+        return terms, adders
+
     def elaborate(self, platform):
         """Elaborate this module."""
         m = Module()
 
-        # resize inputs to correct bit-width and optionally add in
-        # pipeline registers
-        resized_input_assignments = [self._resized_inputs[i].eq(self.inputs[i])
-                                     for i in range(len(self.inputs))]
-        copy_part_ops = [self.out_part_ops[i].eq(self.part_ops[i])
-                                     for i in range(len(self.part_ops))]
-        if 0 in self.register_levels:
-            m.d.sync += copy_part_ops
-            m.d.sync += resized_input_assignments
-            m.d.sync += self._reg_partition_points.eq(self.partition_points)
-        else:
-            m.d.comb += copy_part_ops
-            m.d.comb += resized_input_assignments
-            m.d.comb += self._reg_partition_points.eq(self.partition_points)
-
-        for (value, term) in self._intermediate_terms:
-            m.d.comb += term.eq(value)
-
-        # if there are no full adders to create, then we handle the base cases
-        # and return, otherwise we go on to the recursive case
-        if len(self.groups) == 0:
-            if len(self.inputs) == 0:
-                # use 0 as the default output value
-                m.d.comb += self.output.eq(0)
-            elif len(self.inputs) == 1:
-                # handle single input
-                m.d.comb += self.output.eq(self._resized_inputs[0])
-            else:
-                # base case for adding 2 inputs
-                assert len(self.inputs) == 2
-                adder = PartitionedAdder(len(self.output),
-                                         self._reg_partition_points)
-                m.submodules.final_adder = adder
-                m.d.comb += adder.a.eq(self._resized_inputs[0])
-                m.d.comb += adder.b.eq(self._resized_inputs[1])
-                m.d.comb += self.output.eq(adder.output)
-            return m
-
-        mask = self._reg_partition_points.as_mask(len(self.output))
-        m.d.comb += self.part_mask.eq(mask)
+        terms, adders = self.create_next_terms()
+
+        # copy the intermediate terms to the output
+        for i, value in enumerate(terms):
+            m.d.comb += self.o.terms[i].eq(value)
+
+        # copy reg part points and part ops to output
+        m.d.comb += self.o.part_pts.eq(self.i.part_pts)
+        m.d.comb += [self.o.part_ops[i].eq(self.i.part_ops[i])
+                                     for i in range(len(self.i.part_ops))]
+
+        # set up the partition mask (for the adders)
+        part_mask = Signal(self.output_width, reset_less=True)
+
+        # get partition points as a mask
+        mask = self.i.part_pts.as_mask(self.output_width,
+                                       mul=self.partition_step)
+        m.d.comb += part_mask.eq(mask)
 
         # add and link the intermediate term modules
-        for i, (iidx, adder_i) in enumerate(self.adders):
+        for i, (iidx, adder_i) in enumerate(adders):
             setattr(m.submodules, f"adder_{i}", adder_i)
 
-            m.d.comb += adder_i.in0.eq(self._resized_inputs[iidx])
-            m.d.comb += adder_i.in1.eq(self._resized_inputs[iidx + 1])
-            m.d.comb += adder_i.in2.eq(self._resized_inputs[iidx + 2])
-            m.d.comb += adder_i.mask.eq(self.part_mask)
+            m.d.comb += adder_i.in0.eq(self.i.terms[iidx])
+            m.d.comb += adder_i.in1.eq(self.i.terms[iidx + 1])
+            m.d.comb += adder_i.in2.eq(self.i.terms[iidx + 2])
+            m.d.comb += adder_i.mask.eq(part_mask)
 
         return m
 
-    def create_next_terms(self):
 
-        # go on to prepare recursive case
-        intermediate_terms = []
-        _intermediate_terms = []
+class AddReduceInternal:
+    """Iteratively Add list of numbers together.
 
-        def add_intermediate_term(value):
-            intermediate_term = Signal(
-                len(self.output),
-                name=f"intermediate_terms[{len(intermediate_terms)}]")
-            _intermediate_terms.append((value, intermediate_term))
-            intermediate_terms.append(intermediate_term)
+    :attribute inputs: input ``Signal``s to be summed. Modification not
+        supported, except for by ``Signal.eq``.
+    :attribute register_levels: List of nesting levels that should have
+        pipeline registers.
+    :attribute output: output sum.
+    :attribute partition_points: the input partition points. Modification not
+        supported, except for by ``Signal.eq``.
+    """
 
-        # store mask in intermediary (simplifies graph)
-        self.part_mask = Signal(len(self.output), reset_less=True)
+    def __init__(self, pspec, n_inputs, part_pts, partition_step=1):
+        """Create an ``AddReduce``.
 
-        # create full adders for this recursive level.
-        # this shrinks N terms to 2 * (N // 3) plus the remainder
-        self.adders = []
-        for i in self.groups:
-            adder_i = MaskedFullAdder(len(self.output))
-            self.adders.append((i, adder_i))
-            # add both the sum and the masked-carry to the next level.
-            # 3 inputs have now been reduced to 2...
-            add_intermediate_term(adder_i.sum)
-            add_intermediate_term(adder_i.mcarry)
-        # handle the remaining inputs.
-        if len(self.inputs) % FULL_ADDER_INPUT_COUNT == 1:
-            add_intermediate_term(self._resized_inputs[-1])
-        elif len(self.inputs) % FULL_ADDER_INPUT_COUNT == 2:
-            # Just pass the terms to the next layer, since we wouldn't gain
-            # anything by using a half adder since there would still be 2 terms
-            # and just passing the terms to the next layer saves gates.
-            add_intermediate_term(self._resized_inputs[-2])
-            add_intermediate_term(self._resized_inputs[-1])
-        else:
-            assert len(self.inputs) % FULL_ADDER_INPUT_COUNT == 0
+        :param inputs: input ``Signal``s to be summed.
+        :param output_width: bit-width of ``output``.
+        :param partition_points: the input partition points.
+        """
+        self.pspec = pspec
+        self.n_inputs = n_inputs
+        self.output_width = pspec.width * 2
+        self.partition_points = part_pts
+        self.partition_step = partition_step
+
+        self.create_levels()
+
+    def create_levels(self):
+        """creates reduction levels"""
+
+        mods = []
+        partition_points = self.partition_points
+        ilen = self.n_inputs
+        while True:
+            groups = AddReduceSingle.full_adder_groups(ilen)
+            if len(groups) == 0:
+                break
+            lidx = len(mods)
+            next_level = AddReduceSingle(self.pspec, lidx, ilen,
+                                         partition_points,
+                                         self.partition_step)
+            mods.append(next_level)
+            partition_points = next_level.i.part_pts
+            ilen = len(next_level.o.terms)
 
-        self.intermediate_terms = intermediate_terms
-        self._intermediate_terms = _intermediate_terms
+        lidx = len(mods)
+        next_level = FinalAdd(self.pspec, lidx, ilen,
+                              partition_points, self.partition_step)
+        mods.append(next_level)
+
+        self.levels = mods
 
 
-class AddReduce(Elaboratable):
+class AddReduce(AddReduceInternal, Elaboratable):
     """Recursively Add list of numbers together.
 
     :attribute inputs: input ``Signal``s to be summed. Modification not
@@ -501,8 +603,8 @@ class AddReduce(Elaboratable):
         supported, except for by ``Signal.eq``.
     """
 
-    def __init__(self, inputs, output_width, register_levels, partition_points,
-                       part_ops):
+    def __init__(self, inputs, output_width, register_levels, part_pts,
+                       part_ops, partition_step=1):
         """Create an ``AddReduce``.
 
         :param inputs: input ``Signal``s to be summed.
@@ -511,16 +613,16 @@ class AddReduce(Elaboratable):
             pipeline registers.
         :param partition_points: the input partition points.
         """
-        self.inputs = inputs
-        self.part_ops = part_ops
-        self.out_part_ops = [Signal(2, name=f"out_part_ops_{i}")
-                          for i in range(len(part_ops))]
-        self.output = Signal(output_width)
-        self.output_width = output_width
+        self._inputs = inputs
+        self._part_pts = part_pts
+        self._part_ops = part_ops
+        n_parts = len(part_ops)
+        self.i = AddReduceData(part_pts, len(inputs),
+                             output_width, n_parts)
+        AddReduceInternal.__init__(self, pspec, n_inputs, part_pts,
+                                   partition_step)
+        self.o = FinalReduceData(part_pts, output_width, n_parts)
         self.register_levels = register_levels
-        self.partition_points = partition_points
-
-        self.create_levels()
 
     @staticmethod
     def get_max_level(input_count):
@@ -533,39 +635,26 @@ class AddReduce(Elaboratable):
             if level > 0:
                 yield level - 1
 
-    def create_levels(self):
-        """creates reduction levels"""
-
-        mods = []
-        next_levels = self.register_levels
-        partition_points = self.partition_points
-        inputs = self.inputs
-        part_ops = self.part_ops
-        while True:
-            next_level = AddReduceSingle(inputs, self.output_width, next_levels,
-                                         partition_points, part_ops)
-            mods.append(next_level)
-            if len(next_level.groups) == 0:
-                break
-            next_levels = list(AddReduce.next_register_levels(next_levels))
-            partition_points = next_level._reg_partition_points
-            inputs = next_level.intermediate_terms
-            part_ops = next_level.out_part_ops
-
-        self.levels = mods
-
     def elaborate(self, platform):
         """Elaborate this module."""
         m = Module()
 
+        m.d.comb += self.i.eq_from(self._part_pts, self._inputs, self._part_ops)
+
         for i, next_level in enumerate(self.levels):
             setattr(m.submodules, "next_level%d" % i, next_level)
 
+        i = self.i
+        for idx in range(len(self.levels)):
+            mcur = self.levels[idx]
+            if idx in self.register_levels:
+                m.d.sync += mcur.i.eq(i)
+            else:
+                m.d.comb += mcur.i.eq(i)
+            i = mcur.o # for next loop
+
         # output comes from last module
-        m.d.comb += self.output.eq(next_level.output)
-        copy_part_ops = [self.out_part_ops[i].eq(next_level.out_part_ops[i])
-                                     for i in range(len(self.part_ops))]
-        m.d.comb += copy_part_ops
+        m.d.comb += self.o.eq(i)
 
         return m
 
@@ -631,8 +720,8 @@ class ProductTerm(Elaboratable):
         bsb = Signal(self.width, reset_less=True)
         a_index, b_index = self.a_index, self.b_index
         pwidth = self.pwidth
-        m.d.comb += bsa.eq(self.a.part(a_index * pwidth, pwidth))
-        m.d.comb += bsb.eq(self.b.part(b_index * pwidth, pwidth))
+        m.d.comb += bsa.eq(self.a.bit_select(a_index * pwidth, pwidth))
+        m.d.comb += bsb.eq(self.b.bit_select(b_index * pwidth, pwidth))
         m.d.comb += self.ti.eq(bsa * bsb)
         m.d.comb += self.term.eq(get_term(self.ti, self.shift, self.enabled))
         """
@@ -646,8 +735,8 @@ class ProductTerm(Elaboratable):
         asel = Signal(width, reset_less=True)
         bsel = Signal(width, reset_less=True)
         a_index, b_index = self.a_index, self.b_index
-        m.d.comb += asel.eq(self.a.part(a_index * pwidth, pwidth))
-        m.d.comb += bsel.eq(self.b.part(b_index * pwidth, pwidth))
+        m.d.comb += asel.eq(self.a.bit_select(a_index * pwidth, pwidth))
+        m.d.comb += bsel.eq(self.b.bit_select(b_index * pwidth, pwidth))
         m.d.comb += bsa.eq(get_term(asel, self.shift, self.enabled))
         m.d.comb += bsb.eq(get_term(bsel, self.shift, self.enabled))
         m.d.comb += self.ti.eq(bsa * bsb)
@@ -728,23 +817,24 @@ class LSBNegTerm(Elaboratable):
 
 class Parts(Elaboratable):
 
-    def __init__(self, pbwid, epps, n_parts):
+    def __init__(self, pbwid, part_pts, n_parts):
         self.pbwid = pbwid
         # inputs
-        self.epps = PartitionPoints.like(epps, name="epps") # expanded points
+        self.part_pts = PartitionPoints.like(part_pts)
         # outputs
-        self.parts = [Signal(name=f"part_{i}") for i in range(n_parts)]
+        self.parts = [Signal(name=f"part_{i}", reset_less=True)
+                      for i in range(n_parts)]
 
     def elaborate(self, platform):
         m = Module()
 
-        epps, parts = self.epps, self.parts
+        part_pts, parts = self.part_pts, self.parts
         # collect part-bytes (double factor because the input is extended)
         pbs = Signal(self.pbwid, reset_less=True)
         tl = []
         for i in range(self.pbwid):
             pb = Signal(name="pb%d" % i, reset_less=True)
-            m.d.comb += pb.eq(epps.part_byte(i, mfactor=2)) # double
+            m.d.comb += pb.eq(part_pts.part_byte(i))
             tl.append(pb)
         m.d.comb += pbs.eq(Cat(*tl))
 
@@ -780,33 +870,36 @@ class Part(Elaboratable):
         the extra terms - as separate terms - are then thrown at the
         AddReduce alongside the multiplication part-results.
     """
-    def __init__(self, epps, width, n_parts, n_levels, pbwid):
+    def __init__(self, part_pts, width, n_parts, pbwid):
 
         self.pbwid = pbwid
-        self.epps = epps
+        self.part_pts = part_pts
 
         # inputs
-        self.a = Signal(64)
-        self.b = Signal(64)
-        self.a_signed = [Signal(name=f"a_signed_{i}") for i in range(8)]
-        self.b_signed = [Signal(name=f"_b_signed_{i}") for i in range(8)]
+        self.a = Signal(64, reset_less=True)
+        self.b = Signal(64, reset_less=True)
+        self.a_signed = [Signal(name=f"a_signed_{i}", reset_less=True)
+                            for i in range(8)]
+        self.b_signed = [Signal(name=f"_b_signed_{i}", reset_less=True)
+                            for i in range(8)]
         self.pbs = Signal(pbwid, reset_less=True)
 
         # outputs
-        self.parts = [Signal(name=f"part_{i}") for i in range(n_parts)]
+        self.parts = [Signal(name=f"part_{i}", reset_less=True)
+                            for i in range(n_parts)]
 
-        self.not_a_term = Signal(width)
-        self.neg_lsb_a_term = Signal(width)
-        self.not_b_term = Signal(width)
-        self.neg_lsb_b_term = Signal(width)
+        self.not_a_term = Signal(width, reset_less=True)
+        self.neg_lsb_a_term = Signal(width, reset_less=True)
+        self.not_b_term = Signal(width, reset_less=True)
+        self.neg_lsb_b_term = Signal(width, reset_less=True)
 
     def elaborate(self, platform):
         m = Module()
 
         pbs, parts = self.pbs, self.parts
-        epps = self.epps
-        m.submodules.p = p = Parts(self.pbwid, epps, len(parts))
-        m.d.comb += p.epps.eq(epps)
+        part_pts = self.part_pts
+        m.submodules.p = p = Parts(self.pbwid, part_pts, len(parts))
+        m.d.comb += p.part_pts.eq(part_pts)
         parts = p.parts
 
         byte_count = 8 // len(parts)
@@ -823,7 +916,7 @@ class Part(Elaboratable):
             pa = LSBNegTerm(bit_wid)
             setattr(m.submodules, "lnt_%d_a_%d" % (bit_wid, i), pa)
             m.d.comb += pa.part.eq(parts[i])
-            m.d.comb += pa.op.eq(self.a.part(bit_wid * i, bit_wid))
+            m.d.comb += pa.op.eq(self.a.bit_select(bit_wid * i, bit_wid))
             m.d.comb += pa.signed.eq(self.b_signed[i * byte_width]) # yes b
             m.d.comb += pa.msb.eq(self.b[(i + 1) * bit_wid - 1]) # really, b
             nat.append(pa.nt)
@@ -833,7 +926,7 @@ class Part(Elaboratable):
             pb = LSBNegTerm(bit_wid)
             setattr(m.submodules, "lnt_%d_b_%d" % (bit_wid, i), pb)
             m.d.comb += pb.part.eq(parts[i])
-            m.d.comb += pb.op.eq(self.b.part(bit_wid * i, bit_wid))
+            m.d.comb += pb.op.eq(self.b.bit_select(bit_wid * i, bit_wid))
             m.d.comb += pb.signed.eq(self.a_signed[i * byte_width]) # yes a
             m.d.comb += pb.msb.eq(self.a[(i + 1) * bit_wid - 1]) # really, a
             nbt.append(pb.nt)
@@ -871,37 +964,73 @@ class IntermediateOut(Elaboratable):
             op = Signal(w, reset_less=True, name="op%d_%d" % (w, i))
             m.d.comb += op.eq(
                 Mux(self.part_ops[sel * i] == OP_MUL_LOW,
-                    self.intermed.part(i * w*2, w),
-                    self.intermed.part(i * w*2 + w, w)))
+                    self.intermed.bit_select(i * w*2, w),
+                    self.intermed.bit_select(i * w*2 + w, w)))
             ol.append(op)
         m.d.comb += self.output.eq(Cat(*ol))
 
         return m
 
 
-class FinalOut(Elaboratable):
+class FinalOut(PipeModBase):
     """ selects the final output based on the partitioning.
 
         each byte is selectable independently, i.e. it is possible
         that some partitions requested 8-bit computation whilst others
         requested 16 or 32 bit.
     """
-    def __init__(self, out_wid):
-        # inputs
-        self.d8 = [Signal(name=f"d8_{i}", reset_less=True) for i in range(8)]
-        self.d16 = [Signal(name=f"d16_{i}", reset_less=True) for i in range(4)]
-        self.d32 = [Signal(name=f"d32_{i}", reset_less=True) for i in range(2)]
+    def __init__(self, pspec, part_pts):
 
-        self.i8 = Signal(out_wid, reset_less=True)
-        self.i16 = Signal(out_wid, reset_less=True)
-        self.i32 = Signal(out_wid, reset_less=True)
-        self.i64 = Signal(out_wid, reset_less=True)
+        self.part_pts = part_pts
+        self.output_width = pspec.width * 2
+        self.n_parts = pspec.n_parts
+        self.out_wid = pspec.width
 
-        # output
-        self.out = Signal(out_wid, reset_less=True)
+        super().__init__(pspec, "finalout")
+
+    def ispec(self):
+        return IntermediateData(self.part_pts, self.output_width, self.n_parts)
+
+    def ospec(self):
+        return OutputData()
 
     def elaborate(self, platform):
         m = Module()
+
+        part_pts = self.part_pts
+        m.submodules.p_8 = p_8 = Parts(8, part_pts, 8)
+        m.submodules.p_16 = p_16 = Parts(8, part_pts, 4)
+        m.submodules.p_32 = p_32 = Parts(8, part_pts, 2)
+        m.submodules.p_64 = p_64 = Parts(8, part_pts, 1)
+
+        out_part_pts = self.i.part_pts
+
+        # temporaries
+        d8 = [Signal(name=f"d8_{i}", reset_less=True) for i in range(8)]
+        d16 = [Signal(name=f"d16_{i}", reset_less=True) for i in range(4)]
+        d32 = [Signal(name=f"d32_{i}", reset_less=True) for i in range(2)]
+
+        i8 = Signal(self.out_wid, reset_less=True)
+        i16 = Signal(self.out_wid, reset_less=True)
+        i32 = Signal(self.out_wid, reset_less=True)
+        i64 = Signal(self.out_wid, reset_less=True)
+
+        m.d.comb += p_8.part_pts.eq(out_part_pts)
+        m.d.comb += p_16.part_pts.eq(out_part_pts)
+        m.d.comb += p_32.part_pts.eq(out_part_pts)
+        m.d.comb += p_64.part_pts.eq(out_part_pts)
+
+        for i in range(len(p_8.parts)):
+            m.d.comb += d8[i].eq(p_8.parts[i])
+        for i in range(len(p_16.parts)):
+            m.d.comb += d16[i].eq(p_16.parts[i])
+        for i in range(len(p_32.parts)):
+            m.d.comb += d32[i].eq(p_32.parts[i])
+        m.d.comb += i8.eq(self.i.outputs[0])
+        m.d.comb += i16.eq(self.i.outputs[1])
+        m.d.comb += i32.eq(self.i.outputs[2])
+        m.d.comb += i64.eq(self.i.outputs[3])
+
         ol = []
         for i in range(8):
             # select one of the outputs: d8 selects i8, d16 selects i16
@@ -911,13 +1040,17 @@ class FinalOut(Elaboratable):
             # if neither d8 nor d16 are set, d32 selects either i32 or i64.
             op = Signal(8, reset_less=True, name="op_%d" % i)
             m.d.comb += op.eq(
-                Mux(self.d8[i] | self.d16[i // 2],
-                    Mux(self.d8[i], self.i8.part(i * 8, 8),
-                                     self.i16.part(i * 8, 8)),
-                    Mux(self.d32[i // 4], self.i32.part(i * 8, 8),
-                                          self.i64.part(i * 8, 8))))
+                Mux(d8[i] | d16[i // 2],
+                    Mux(d8[i], i8.bit_select(i * 8, 8),
+                               i16.bit_select(i * 8, 8)),
+                    Mux(d32[i // 4], i32.bit_select(i * 8, 8),
+                                      i64.bit_select(i * 8, 8))))
             ol.append(op)
-        m.d.comb += self.out.eq(Cat(*ol))
+
+        # create outputs
+        m.d.comb += self.o.output.eq(Cat(*ol))
+        m.d.comb += self.o.intermediate_output.eq(self.i.intermediate_output)
+
         return m
 
 
@@ -964,92 +1097,111 @@ class Signs(Elaboratable):
         return m
 
 
-class Mul8_16_32_64(Elaboratable):
-    """Signed/Unsigned 8/16/32/64-bit partitioned integer multiplier.
-
-    Supports partitioning into any combination of 8, 16, 32, and 64-bit
-    partitions on naturally-aligned boundaries. Supports the operation being
-    set for each partition independently.
+class IntermediateData:
 
-    :attribute part_pts: the input partition points. Has a partition point at
-        multiples of 8 in 0 < i < 64. Each partition point's associated
-        ``Value`` is a ``Signal``. Modification not supported, except for by
-        ``Signal.eq``.
-    :attribute part_ops: the operation for each byte. The operation for a
-        particular partition is selected by assigning the selected operation
-        code to each byte in the partition. The allowed operation codes are:
+    def __init__(self, part_pts, output_width, n_parts):
+        self.part_ops = [Signal(2, name=f"part_ops_{i}", reset_less=True)
+                          for i in range(n_parts)]
+        self.part_pts = part_pts.like()
+        self.outputs = [Signal(output_width, name="io%d" % i, reset_less=True)
+                          for i in range(4)]
+        # intermediates (needed for unit tests)
+        self.intermediate_output = Signal(output_width)
+
+    def eq_from(self, part_pts, outputs, intermediate_output,
+                      part_ops):
+        return [self.part_pts.eq(part_pts)] + \
+               [self.intermediate_output.eq(intermediate_output)] + \
+               [self.outputs[i].eq(outputs[i])
+                                     for i in range(4)] + \
+               [self.part_ops[i].eq(part_ops[i])
+                                     for i in range(len(self.part_ops))]
 
-        :attribute OP_MUL_LOW: the LSB half of the product. Equivalent to
-            RISC-V's `mul` instruction.
-        :attribute OP_MUL_SIGNED_HIGH: the MSB half of the product where both
-            ``a`` and ``b`` are signed. Equivalent to RISC-V's `mulh`
-            instruction.
-        :attribute OP_MUL_SIGNED_UNSIGNED_HIGH: the MSB half of the product
-            where ``a`` is signed and ``b`` is unsigned. Equivalent to RISC-V's
-            `mulhsu` instruction.
-        :attribute OP_MUL_UNSIGNED_HIGH: the MSB half of the product where both
-            ``a`` and ``b`` are unsigned. Equivalent to RISC-V's `mulhu`
-            instruction.
-    """
+    def eq(self, rhs):
+        return self.eq_from(rhs.part_pts, rhs.outputs,
+                            rhs.intermediate_output, rhs.part_ops)
 
-    def __init__(self, register_levels=()):
-        """ register_levels: specifies the points in the cascade at which
-            flip-flops are to be inserted.
-        """
 
-        # parameter(s)
-        self.register_levels = list(register_levels)
+class InputData:
 
-        # inputs
+    def __init__(self):
+        self.a = Signal(64)
+        self.b = Signal(64)
         self.part_pts = PartitionPoints()
         for i in range(8, 64, 8):
             self.part_pts[i] = Signal(name=f"part_pts_{i}")
         self.part_ops = [Signal(2, name=f"part_ops_{i}") for i in range(8)]
-        self.a = Signal(64)
-        self.b = Signal(64)
 
-        # intermediates (needed for unit tests)
-        self._intermediate_output = Signal(128)
+    def eq_from(self, part_pts, a, b, part_ops):
+        return [self.part_pts.eq(part_pts)] + \
+               [self.a.eq(a), self.b.eq(b)] + \
+               [self.part_ops[i].eq(part_ops[i])
+                                     for i in range(len(self.part_ops))]
 
-        # output
+    def eq(self, rhs):
+        return self.eq_from(rhs.part_pts, rhs.a, rhs.b, rhs.part_ops)
+
+
+class OutputData:
+
+    def __init__(self):
+        self.intermediate_output = Signal(128) # needed for unit tests
         self.output = Signal(64)
 
+    def eq(self, rhs):
+        return [self.intermediate_output.eq(rhs.intermediate_output),
+                self.output.eq(rhs.output)]
+
+
+class AllTerms(PipeModBase):
+    """Set of terms to be added together
+    """
+
+    def __init__(self, pspec, n_inputs):
+        """Create an ``AllTerms``.
+        """
+        self.n_inputs = n_inputs
+        self.n_parts = pspec.n_parts
+        self.output_width = pspec.width * 2
+        super().__init__(pspec, "allterms")
+
+    def ispec(self):
+        return InputData()
+
+    def ospec(self):
+        return AddReduceData(self.i.part_pts, self.n_inputs,
+                             self.output_width, self.n_parts)
+
     def elaborate(self, platform):
         m = Module()
 
+        eps = self.i.part_pts
+
         # collect part-bytes
         pbs = Signal(8, reset_less=True)
         tl = []
         for i in range(8):
             pb = Signal(name="pb%d" % i, reset_less=True)
-            m.d.comb += pb.eq(self.part_pts.part_byte(i))
+            m.d.comb += pb.eq(eps.part_byte(i))
             tl.append(pb)
         m.d.comb += pbs.eq(Cat(*tl))
 
-        # create (doubled) PartitionPoints (output is double input width)
-        expanded_part_pts = eps = PartitionPoints()
-        for i, v in self.part_pts.items():
-            ep = Signal(name=f"expanded_part_pts_{i*2}", reset_less=True)
-            expanded_part_pts[i * 2] = ep
-            m.d.comb += ep.eq(v)
-
         # local variables
         signs = []
         for i in range(8):
             s = Signs()
             signs.append(s)
             setattr(m.submodules, "signs%d" % i, s)
-            m.d.comb += s.part_ops.eq(self.part_ops[i])
+            m.d.comb += s.part_ops.eq(self.i.part_ops[i])
 
-        n_levels = len(self.register_levels)+1
-        m.submodules.part_8 = part_8 = Part(eps, 128, 8, n_levels, 8)
-        m.submodules.part_16 = part_16 = Part(eps, 128, 4, n_levels, 8)
-        m.submodules.part_32 = part_32 = Part(eps, 128, 2, n_levels, 8)
-        m.submodules.part_64 = part_64 = Part(eps, 128, 1, n_levels, 8)
+        m.submodules.part_8 = part_8 = Part(eps, 128, 8, 8)
+        m.submodules.part_16 = part_16 = Part(eps, 128, 4, 8)
+        m.submodules.part_32 = part_32 = Part(eps, 128, 2, 8)
+        m.submodules.part_64 = part_64 = Part(eps, 128, 1, 8)
         nat_l, nbt_l, nla_l, nlb_l = [], [], [], []
         for mod in [part_8, part_16, part_32, part_64]:
-            m.d.comb += mod.a.eq(self.a)
-            m.d.comb += mod.b.eq(self.b)
+            m.d.comb += mod.a.eq(self.i.a)
+            m.d.comb += mod.b.eq(self.i.b)
             for i in range(len(signs)):
                 m.d.comb += mod.a_signed[i].eq(signs[i].a_signed)
                 m.d.comb += mod.b_signed[i].eq(signs[i].b_signed)
@@ -1065,8 +1217,8 @@ class Mul8_16_32_64(Elaboratable):
             t = ProductTerms(8, 128, 8, a_index, 8)
             setattr(m.submodules, "terms_%d" % a_index, t)
 
-            m.d.comb += t.a.eq(self.a)
-            m.d.comb += t.b.eq(self.b)
+            m.d.comb += t.a.eq(self.i.a)
+            m.d.comb += t.b.eq(self.i.b)
             m.d.comb += t.pb_en.eq(pbs)
 
             for term in t.terms:
@@ -1086,64 +1238,171 @@ class Mul8_16_32_64(Elaboratable):
                 m.d.comb += mod.orin[i].eq(l[i])
             terms.append(mod.orout)
 
-        add_reduce = AddReduce(terms,
-                               128,
-                               self.register_levels,
-                               expanded_part_pts,
-                               self.part_ops)
+        # copy the intermediate terms to the output
+        for i, value in enumerate(terms):
+            m.d.comb += self.o.terms[i].eq(value)
+
+        # copy reg part points and part ops to output
+        m.d.comb += self.o.part_pts.eq(eps)
+        m.d.comb += [self.o.part_ops[i].eq(self.i.part_ops[i])
+                                     for i in range(len(self.i.part_ops))]
+
+        return m
+
+
+class Intermediates(PipeModBase):
+    """ Intermediate output modules
+    """
+
+    def __init__(self, pspec, part_pts):
+        self.part_pts = part_pts
+        self.output_width = pspec.width * 2
+        self.n_parts = pspec.n_parts
+
+        super().__init__(pspec, "intermediates")
 
-        out_part_ops = add_reduce.levels[-1].out_part_ops
-        out_part_pts = add_reduce.levels[-1]._reg_partition_points
+    def ispec(self):
+        return FinalReduceData(self.part_pts, self.output_width, self.n_parts)
+
+    def ospec(self):
+        return IntermediateData(self.part_pts, self.output_width, self.n_parts)
+
+    def elaborate(self, platform):
+        m = Module()
+
+        out_part_ops = self.i.part_ops
+        out_part_pts = self.i.part_pts
 
-        m.submodules.add_reduce = add_reduce
-        m.d.comb += self._intermediate_output.eq(add_reduce.output)
         # create _output_64
         m.submodules.io64 = io64 = IntermediateOut(64, 128, 1)
-        m.d.comb += io64.intermed.eq(self._intermediate_output)
+        m.d.comb += io64.intermed.eq(self.i.output)
         for i in range(8):
             m.d.comb += io64.part_ops[i].eq(out_part_ops[i])
+        m.d.comb += self.o.outputs[3].eq(io64.output)
 
         # create _output_32
         m.submodules.io32 = io32 = IntermediateOut(32, 128, 2)
-        m.d.comb += io32.intermed.eq(self._intermediate_output)
+        m.d.comb += io32.intermed.eq(self.i.output)
         for i in range(8):
             m.d.comb += io32.part_ops[i].eq(out_part_ops[i])
+        m.d.comb += self.o.outputs[2].eq(io32.output)
 
         # create _output_16
         m.submodules.io16 = io16 = IntermediateOut(16, 128, 4)
-        m.d.comb += io16.intermed.eq(self._intermediate_output)
+        m.d.comb += io16.intermed.eq(self.i.output)
         for i in range(8):
             m.d.comb += io16.part_ops[i].eq(out_part_ops[i])
+        m.d.comb += self.o.outputs[1].eq(io16.output)
 
         # create _output_8
         m.submodules.io8 = io8 = IntermediateOut(8, 128, 8)
-        m.d.comb += io8.intermed.eq(self._intermediate_output)
+        m.d.comb += io8.intermed.eq(self.i.output)
         for i in range(8):
             m.d.comb += io8.part_ops[i].eq(out_part_ops[i])
+        m.d.comb += self.o.outputs[0].eq(io8.output)
+
+        for i in range(8):
+            m.d.comb += self.o.part_ops[i].eq(out_part_ops[i])
+        m.d.comb += self.o.part_pts.eq(out_part_pts)
+        m.d.comb += self.o.intermediate_output.eq(self.i.output)
+
+        return m
+
+
+class Mul8_16_32_64(Elaboratable):
+    """Signed/Unsigned 8/16/32/64-bit partitioned integer multiplier.
+
+    XXX NOTE: this class is intended for unit test purposes ONLY.
+
+    Supports partitioning into any combination of 8, 16, 32, and 64-bit
+    partitions on naturally-aligned boundaries. Supports the operation being
+    set for each partition independently.
+
+    :attribute part_pts: the input partition points. Has a partition point at
+        multiples of 8 in 0 < i < 64. Each partition point's associated
+        ``Value`` is a ``Signal``. Modification not supported, except for by
+        ``Signal.eq``.
+    :attribute part_ops: the operation for each byte. The operation for a
+        particular partition is selected by assigning the selected operation
+        code to each byte in the partition. The allowed operation codes are:
+
+        :attribute OP_MUL_LOW: the LSB half of the product. Equivalent to
+            RISC-V's `mul` instruction.
+        :attribute OP_MUL_SIGNED_HIGH: the MSB half of the product where both
+            ``a`` and ``b`` are signed. Equivalent to RISC-V's `mulh`
+            instruction.
+        :attribute OP_MUL_SIGNED_UNSIGNED_HIGH: the MSB half of the product
+            where ``a`` is signed and ``b`` is unsigned. Equivalent to RISC-V's
+            `mulhsu` instruction.
+        :attribute OP_MUL_UNSIGNED_HIGH: the MSB half of the product where both
+            ``a`` and ``b`` are unsigned. Equivalent to RISC-V's `mulhu`
+            instruction.
+    """
 
-        m.submodules.p_8 = p_8 = Parts(8, eps, len(part_8.parts))
-        m.submodules.p_16 = p_16 = Parts(8, eps, len(part_16.parts))
-        m.submodules.p_32 = p_32 = Parts(8, eps, len(part_32.parts))
-        m.submodules.p_64 = p_64 = Parts(8, eps, len(part_64.parts))
+    def __init__(self, register_levels=()):
+        """ register_levels: specifies the points in the cascade at which
+            flip-flops are to be inserted.
+        """
+
+        self.id_wid = 0 # num_bits(num_rows)
+        self.op_wid = 0
+        self.pspec = PipelineSpec(64, self.id_wid, self.op_wid, n_ops=3)
+        self.pspec.n_parts = 8
+
+        # parameter(s)
+        self.register_levels = list(register_levels)
+
+        self.i = self.ispec()
+        self.o = self.ospec()
+
+        # inputs
+        self.part_pts = self.i.part_pts
+        self.part_ops = self.i.part_ops
+        self.a = self.i.a
+        self.b = self.i.b
+
+        # output
+        self.intermediate_output = self.o.intermediate_output
+        self.output = self.o.output
+
+    def ispec(self):
+        return InputData()
+
+    def ospec(self):
+        return OutputData()
+
+    def elaborate(self, platform):
+        m = Module()
+
+        part_pts = self.part_pts
+
+        n_inputs = 64 + 4
+        t = AllTerms(self.pspec, n_inputs)
+        t.setup(m, self.i)
+
+        terms = t.o.terms
+
+        at = AddReduceInternal(self.pspec, n_inputs, part_pts, partition_step=2)
+
+        i = t.o
+        for idx in range(len(at.levels)):
+            mcur = at.levels[idx]
+            mcur.setup(m, i)
+            o = mcur.ospec()
+            if idx in self.register_levels:
+                m.d.sync += o.eq(mcur.process(i))
+            else:
+                m.d.comb += o.eq(mcur.process(i))
+            i = o # for next loop
 
-        m.d.comb += p_8.epps.eq(out_part_pts)
-        m.d.comb += p_16.epps.eq(out_part_pts)
-        m.d.comb += p_32.epps.eq(out_part_pts)
-        m.d.comb += p_64.epps.eq(out_part_pts)
+        interm = Intermediates(self.pspec, part_pts)
+        interm.setup(m, i)
+        o = interm.process(interm.i)
 
         # final output
-        m.submodules.finalout = finalout = FinalOut(64)
-        for i in range(len(part_8.parts)):
-            m.d.comb += finalout.d8[i].eq(p_8.parts[i])
-        for i in range(len(part_16.parts)):
-            m.d.comb += finalout.d16[i].eq(p_16.parts[i])
-        for i in range(len(part_32.parts)):
-            m.d.comb += finalout.d32[i].eq(p_32.parts[i])
-        m.d.comb += finalout.i8.eq(io8.output)
-        m.d.comb += finalout.i16.eq(io16.output)
-        m.d.comb += finalout.i32.eq(io32.output)
-        m.d.comb += finalout.i64.eq(io64.output)
-        m.d.comb += self.output.eq(finalout.out)
+        finalout = FinalOut(self.pspec, part_pts)
+        finalout.setup(m, o)
+        m.d.comb += self.o.eq(finalout.process(o))
 
         return m
 
@@ -1152,7 +1411,7 @@ if __name__ == "__main__":
     m = Mul8_16_32_64()
     main(m, ports=[m.a,
                    m.b,
-                   m._intermediate_output,
+                   m.intermediate_output,
                    m.output,
                    *m.part_ops,
                    *m.part_pts.values()])