diff --git a/calyx-py/calyx/queue_util.py b/calyx-py/calyx/queue_util.py
index 4fa751dd77..d91980fa16 100644
--- a/calyx-py/calyx/queue_util.py
+++ b/calyx-py/calyx/queue_util.py
@@ -2,7 +2,7 @@
 import sys
 
 MAX_CMDS = 20000
-QUEUE_SIZE = 10
+QUEUE_SIZE = 16
 
 
 def parse_json():
diff --git a/calyx-py/test/correctness/queues/fifo.data b/calyx-py/test/correctness/queues/fifo.data
index bf04ab4617..f7ea7d6704 100644
--- a/calyx-py/test/correctness/queues/fifo.data
+++ b/calyx-py/test/correctness/queues/fifo.data
@@ -2,522 +2,413 @@
   "commands": {
     "data": [
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diff --git a/calyx-py/test/correctness/queues/fifo.expect b/calyx-py/test/correctness/queues/fifo.expect
index 729314efac..213e280108 100644
--- a/calyx-py/test/correctness/queues/fifo.expect
+++ b/calyx-py/test/correctness/queues/fifo.expect
@@ -1,12095 +1,10005 @@
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   ]
 }
diff --git a/calyx-py/test/correctness/queues/fifo.py b/calyx-py/test/correctness/queues/fifo.py
index 7a9a944dae..d14f23245c 100644
--- a/calyx-py/test/correctness/queues/fifo.py
+++ b/calyx-py/test/correctness/queues/fifo.py
@@ -2,10 +2,12 @@
 import calyx.builder as cb
 import calyx.queue_call as qc
 
-QUEUE_LEN = 10
+# This determines the maximum possible length of the queue:
+# The max length of the queue will be 2^QUEUE_LEN_FACTOR.
+QUEUE_LEN_FACTOR = 4
 
 
-def insert_fifo(prog, name, length=QUEUE_LEN):
+def insert_fifo(prog, name, queue_len_factor=QUEUE_LEN_FACTOR):
     """Inserts the component `fifo` into the program.
 
     It has:
@@ -22,11 +24,12 @@ def insert_fifo(prog, name, length=QUEUE_LEN):
     # If it is 2, we push `value` to the queue.
     value = fifo.input("value", 32)  # The value to push to the queue
 
-    mem = fifo.seq_mem_d1("mem", 32, length, 32)
-    write = fifo.reg(32, "next_write")  # The next address to write to
-    read = fifo.reg(32, "next_read")  # The next address to read from
+    max_queue_len = 2**queue_len_factor
+    mem = fifo.seq_mem_d1("mem", 32, max_queue_len, queue_len_factor)
+    write = fifo.reg(queue_len_factor, "next_write")  # The next address to write to
+    read = fifo.reg(queue_len_factor, "next_read")  # The next address to read from
     # We will orchestrate `mem`, along with the two pointers above, to
-    # simulate a circular queue of size length.
+    # simulate a circular queue of size 2^queue_len_factor.
 
     ans = fifo.reg(32, "ans", is_ref=True)
     # If the user wants to pop or peek, we will write the value to `ans`.
@@ -34,17 +37,15 @@ def insert_fifo(prog, name, length=QUEUE_LEN):
     err = fifo.reg(1, "err", is_ref=True)
     # We'll raise this as a general error flag for overflow and underflow.
 
-    len = fifo.reg(32)  # The length of the FIFO.
+    len = fifo.reg(32)  # The active length of the FIFO.
 
     # Cells and groups to check which command we got.
     cmd_eq_0 = fifo.eq_use(cmd, 0)
     cmd_lt_2 = fifo.lt_use(cmd, 2)
     cmd_eq_2 = fifo.eq_use(cmd, 2)
 
-    write_eq_max_queue_len = fifo.eq_use(write.out, length)
-    read_eq_max_queue_len = fifo.eq_use(read.out, length)
     len_eq_0 = fifo.eq_use(len.out, 0)
-    len_eq_max_queue_len = fifo.eq_use(len.out, length)
+    len_eq_max_queue_len = fifo.eq_use(len.out, max_queue_len)
 
     # Cells and groups to increment read and write registers
     write_incr = fifo.incr(write)  # write++
@@ -52,9 +53,6 @@ def insert_fifo(prog, name, length=QUEUE_LEN):
     len_incr = fifo.incr(len)  # len++
     len_decr = fifo.decr(len)  # len--
 
-    # Cells and groups to modify flags, which are registers
-    flash_write = fifo.reg_store(write, 0, "flash_write")  # write := 0
-    flash_read = fifo.reg_store(read, 0, "flash_read")  # read := 0
     raise_err = fifo.reg_store(err, 1, "raise_err")  # err := 1
 
     # Load and store into an arbitary slot in memory
@@ -81,12 +79,7 @@ def insert_fifo(prog, name, length=QUEUE_LEN):
                         cmd_eq_0,  # Did the user call pop?
                         [  # Yes, so we have some work to do besides peeking.
                             read_incr,  # Increment the read pointer.
-                            cb.if_with(
-                                # Wrap around if necessary.
-                                read_eq_max_queue_len,
-                                flash_read,
-                            ),
-                            len_decr,  # Decrement the length.
+                            len_decr,  # Decrement the active length.
                         ],
                     ),
                 ],
@@ -102,12 +95,7 @@ def insert_fifo(prog, name, length=QUEUE_LEN):
                 [  # The queue is not full. Proceed.
                     write_to_mem,  # Write `value` to the queue.
                     write_incr,  # Increment the write pointer.
-                    cb.if_with(
-                        # Wrap around if necessary.
-                        write_eq_max_queue_len,
-                        flash_write,
-                    ),
-                    len_incr,  # Increment the length.
+                    len_incr,  # Increment the active length.
                 ],
             ),
         ),
diff --git a/calyx-py/test/correctness/queues/pifo.data b/calyx-py/test/correctness/queues/pifo.data
index bf04ab4617..f7ea7d6704 100644
--- a/calyx-py/test/correctness/queues/pifo.data
+++ b/calyx-py/test/correctness/queues/pifo.data
@@ -2,522 +2,413 @@
   "commands": {
     "data": [
       2,
-      1,
+      0,
       2,
-      1,
+      0,
       2,
       2,
       2,
       2,
       0,
-      1,
       0,
       2,
       0,
+      2,
+      2,
+      2,
+      2,
       0,
       0,
-      1,
-      1,
+      2,
       0,
-      1,
+      2,
+      2,
       2,
       0,
       2,
+      2,
+      2,
+      2,
+      2,
+      2,
+      2,
+      2,
       0,
       0,
       2,
+      2,
+      2,
+      2,
       0,
-      1,
-      1,
-      0,
-      1,
       0,
+      2,
       0,
       0,
       2,
       2,
-      1,
+      0,
+      2,
       0,
       0,
+      2,
       0,
+      2,
       0,
       0,
       0,
       0,
       0,
-      1,
-      1,
+      2,
+      0,
       0,
       2,
       2,
+      0,
       2,
       0,
       0,
       2,
       0,
-      1,
-      1,
-      0,
-      1,
-      1,
       0,
       0,
-      1,
+      2,
       0,
-      1,
-      1,
       2,
       2,
-      0,
       2,
       2,
       2,
-      1,
       0,
-      1,
-      1,
-      1,
-      1,
-      2,
-      1,
       0,
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diff --git a/calyx-py/test/correctness/queues/pifo.expect b/calyx-py/test/correctness/queues/pifo.expect
index 585016985e..217cdd25f8 100644
--- a/calyx-py/test/correctness/queues/pifo.expect
+++ b/calyx-py/test/correctness/queues/pifo.expect
@@ -1,12095 +1,10005 @@
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   ]
 }
diff --git a/calyx-py/test/correctness/queues/pifo.py b/calyx-py/test/correctness/queues/pifo.py
index 700520cfe7..687610f220 100644
--- a/calyx-py/test/correctness/queues/pifo.py
+++ b/calyx-py/test/correctness/queues/pifo.py
@@ -3,8 +3,9 @@
 import calyx.builder as cb
 import calyx.queue_call as qc
 
-QUEUE_LEN = 10
-
+# This determines the maximum possible length of the queue:
+# The max length of the queue will be 2^QUEUE_LEN_FACTOR.
+QUEUE_LEN_FACTOR = 4
 
 def insert_flow_inference(comp: cb.ComponentBuilder, cmd, flow, boundary, group):
     """The flow is needed when the command is a push.
@@ -50,7 +51,7 @@ def insert_pifo(
     queue_l,
     queue_r,
     boundary,
-    length=QUEUE_LEN,
+    queue_len_factor=QUEUE_LEN_FACTOR,
     stats=None,
     static=False,
 ):
@@ -65,15 +66,16 @@ def insert_pifo(
     violation of the 50/50 rule) until the silent flow starts transmitting again.
     At that point we go back to 50/50.
 
-    The PIFO's maximum capacity is `length`.
+    The PIFO's maximum capacity is determined by `queue_len_factor`:
+        max_queue_len = 2**queue_len_factor
     Let's say the two flows are called `0` and `1`.
     We orchestrate two sub-queues, `queue_l` and `queue_r`,
-    each of capacity `length`.
+    each having the same maximum capacity as the PIFO.
     We maintain a register that points to which of these sub-queues is "hot".
     Start off with `hot` pointing to `queue_l` (arbitrarily).
 
     - `push(v, PIFO)`:
-       + If len(PIFO) = `length`, raise an "overflow" err and exit.
+       + If len(PIFO) = `max_queue_len`, raise an "overflow" err and exit.
        + Otherwise, the charge is to enqueue value `v`.
          * Find out which flow `f` the value `v` should go to;
          `f` better be either `0` or `1`.
@@ -124,10 +126,12 @@ def insert_pifo(
     # A register that marks the next sub-queue to `pop` from.
     hot = pifo.reg(1)
 
+    max_queue_len = 2**queue_len_factor
+
     # Some equality checks.
     hot_eq_0 = pifo.eq_use(hot.out, 0)
     len_eq_0 = pifo.eq_use(len.out, 0)
-    len_eq_max_queue_len = pifo.eq_use(len.out, length)
+    len_eq_max_queue_len = pifo.eq_use(len.out, max_queue_len)
     cmd_eq_0 = pifo.eq_use(cmd, 0)
     cmd_eq_1 = pifo.eq_use(cmd, 1)
     cmd_eq_2 = pifo.eq_use(cmd, 2)
@@ -190,9 +194,9 @@ def insert_pifo(
                             ),
                         ],
                     ),
-                    len_decr,  # Decrement the length.
+                    len_decr,  # Decrement the active length.
                     # It is possible that an irrecoverable error was raised above,
-                    # in which case the length should _not_ in fact be decremented.
+                    # in which case the active length should _not_ in fact be decremented.
                     # However, in that case the PIFO's `err` flag would also
                     # have been raised, and no one will check this length anyway.
                 ],
@@ -262,13 +266,13 @@ def insert_pifo(
                     cb.if_with(
                         err_eq_0,
                         # If no stats component is provided,
-                        # just increment the length.
+                        # just increment the active length.
                         (
                             len_incr
                             if not stats
                             else cb.par(
                                 # If a stats component is provided,
-                                # Increment the length and also
+                                # Increment the active length and also
                                 # tell the stats component what flow we pushed.
                                 len_incr,
                                 (
@@ -290,8 +294,8 @@ def insert_pifo(
 def build():
     """Top-level function to build the program."""
     prog = cb.Builder()
-    fifo_l = fifo.insert_fifo(prog, "fifo_l")
-    fifo_r = fifo.insert_fifo(prog, "fifo_r")
+    fifo_l = fifo.insert_fifo(prog, "fifo_l", QUEUE_LEN_FACTOR)
+    fifo_r = fifo.insert_fifo(prog, "fifo_r", QUEUE_LEN_FACTOR)
     pifo = insert_pifo(prog, "pifo", fifo_l, fifo_r, 200)
     qc.insert_main(prog, pifo)
     return prog.program
diff --git a/calyx-py/test/correctness/queues/pifo_tree.data b/calyx-py/test/correctness/queues/pifo_tree.data
index bf04ab4617..f7ea7d6704 100644
--- a/calyx-py/test/correctness/queues/pifo_tree.data
+++ b/calyx-py/test/correctness/queues/pifo_tree.data
@@ -2,522 +2,413 @@
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diff --git a/calyx-py/test/correctness/queues/pifo_tree.expect b/calyx-py/test/correctness/queues/pifo_tree.expect
index 113b957001..e10823ab38 100644
--- a/calyx-py/test/correctness/queues/pifo_tree.expect
+++ b/calyx-py/test/correctness/queues/pifo_tree.expect
@@ -1,12095 +1,10005 @@
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 }
diff --git a/calyx-py/test/correctness/queues/sdn.data b/calyx-py/test/correctness/queues/sdn.data
index 3fbb871829..f7ea7d6704 100644
--- a/calyx-py/test/correctness/queues/sdn.data
+++ b/calyx-py/test/correctness/queues/sdn.data
@@ -29,15 +29,15 @@
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diff --git a/calyx-py/test/correctness/queues/sdn.expect b/calyx-py/test/correctness/queues/sdn.expect
index f84dae9acb..e10823ab38 100644
--- a/calyx-py/test/correctness/queues/sdn.expect
+++ b/calyx-py/test/correctness/queues/sdn.expect
@@ -1,9568 +1,9571 @@
 {
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   ],
   "values": [
+    242,
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+    139,
+    150,
+    155,
+    18,
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@@ -59997,12 +60003,6 @@
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+    64
   ]
 }
diff --git a/calyx-py/test/correctness/queues/sdn.py b/calyx-py/test/correctness/queues/sdn.py
index 9a9c6a5b76..a89372cd7d 100644
--- a/calyx-py/test/correctness/queues/sdn.py
+++ b/calyx-py/test/correctness/queues/sdn.py
@@ -4,7 +4,6 @@
 import pifo
 import calyx.builder as cb
 from calyx import queue_call
-from calyx import queue_util
 
 
 def insert_stats(prog, name, static=False):