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Improve performance of ConstrainedReschedule pass (#10077)
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* experiments

* deleting unused file

* cleanup

* removing duplicate implementation

* clarifying docstring

* applying suggestions from code review
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alexanderivrii authored May 9, 2023
1 parent 5ee7ff2 commit c3d7d5a
Showing 1 changed file with 94 additions and 92 deletions.
186 changes: 94 additions & 92 deletions qiskit/transpiler/passes/scheduling/alignments/reschedule.py
Original file line number Diff line number Diff line change
Expand Up @@ -15,6 +15,7 @@
from typing import List

from qiskit.circuit.gate import Gate
from qiskit.circuit.delay import Delay
from qiskit.circuit.measure import Measure
from qiskit.dagcircuit import DAGCircuit, DAGOpNode, DAGOutNode
from qiskit.transpiler.basepasses import AnalysisPass
Expand Down Expand Up @@ -92,8 +93,9 @@ def _get_next_gate(cls, dag: DAGCircuit, node: DAGOpNode) -> List[DAGOpNode]:
if not isinstance(next_node, DAGOutNode):
yield next_node

def _push_node_back(self, dag: DAGCircuit, node: DAGOpNode, shift: int):
"""Update start time of current node. Successors are also shifted to avoid overlap.
def _push_node_back(self, dag: DAGCircuit, node: DAGOpNode):
"""Update the start time of the current node to satisfy alignment constraints.
Immediate successors are pushed back to avoid overlap and will be processed later.
.. note::
Expand All @@ -104,98 +106,108 @@ def _push_node_back(self, dag: DAGCircuit, node: DAGOpNode, shift: int):
Args:
dag: DAG circuit to be rescheduled with constraints.
node: Current node.
shift: Amount of required time shift.
"""
node_start_time = self.property_set["node_start_time"]
conditional_latency = self.property_set.get("conditional_latency", 0)
clbit_write_latency = self.property_set.get("clbit_write_latency", 0)

nodes_with_overlap = [(node, shift)]
shift_stack = []
while nodes_with_overlap:
node, shift = nodes_with_overlap.pop()
shift_stack.append((node, shift))
# Compute shifted t1 of this node separately for qreg and creg
this_t0 = node_start_time[node]
new_t1q = this_t0 + node.op.duration + shift
this_qubits = set(node.qargs)
if isinstance(node.op, Measure):
# creg access ends at the end of instruction
new_t1c = new_t1q
this_clbits = set(node.cargs)
if isinstance(node.op, Gate):
alignment = self.pulse_align
elif isinstance(node.op, Measure):
alignment = self.acquire_align
elif isinstance(node.op, Delay) or getattr(node.op, "_directive", False):
# Directive or delay. These can start at arbitrary time.
alignment = None
else:
raise TranspilerError(f"Unknown operation type for {repr(node)}.")

this_t0 = node_start_time[node]

if alignment is not None:
misalignment = node_start_time[node] % alignment
if misalignment != 0:
shift = max(0, alignment - misalignment)
else:
if node.op.condition_bits:
# conditional access ends at the beginning of node start time
new_t1c = this_t0 + shift
this_clbits = set(node.op.condition_bits)
else:
new_t1c = None
this_clbits = set()

# Check successors for overlap
for next_node in self._get_next_gate(dag, node):
# Compute next node start time separately for qreg and creg
next_t0q = node_start_time[next_node]
next_qubits = set(next_node.qargs)
if isinstance(next_node.op, Measure):
# creg access starts after write latency
next_t0c = next_t0q + clbit_write_latency
next_clbits = set(next_node.cargs)
else:
if next_node.op.condition_bits:
# conditional access starts before node start time
next_t0c = next_t0q - conditional_latency
next_clbits = set(next_node.op.condition_bits)
else:
next_t0c = None
next_clbits = set()
# Compute overlap if there is qubits overlap
if any(this_qubits & next_qubits):
qreg_overlap = new_t1q - next_t0q
else:
qreg_overlap = 0
# Compute overlap if there is clbits overlap
if any(this_clbits & next_clbits):
creg_overlap = new_t1c - next_t0c
shift = 0
this_t0 += shift
node_start_time[node] = this_t0

# Compute shifted t1 of this node separately for qreg and creg
new_t1q = this_t0 + node.op.duration
this_qubits = set(node.qargs)
if isinstance(node.op, Measure):
# creg access ends at the end of instruction
new_t1c = new_t1q
this_clbits = set(node.cargs)
else:
if node.op.condition_bits:
# conditional access ends at the beginning of node start time
new_t1c = this_t0
this_clbits = set(node.op.condition_bits)
else:
new_t1c = None
this_clbits = set()

# Check immediate successors for overlap
for next_node in self._get_next_gate(dag, node):
# Compute next node start time separately for qreg and creg
next_t0q = node_start_time[next_node]
next_qubits = set(next_node.qargs)
if isinstance(next_node.op, Measure):
# creg access starts after write latency
next_t0c = next_t0q + clbit_write_latency
next_clbits = set(next_node.cargs)
else:
if next_node.op.condition_bits:
# conditional access starts before node start time
next_t0c = next_t0q - conditional_latency
next_clbits = set(next_node.op.condition_bits)
else:
creg_overlap = 0
# Shift next node if there is finite overlap in either in qubits or clbits
overlap = max(qreg_overlap, creg_overlap)
if overlap > 0:
nodes_with_overlap.append((next_node, overlap))
# Update start time of this node after all overlaps are resolved
while shift_stack:
node, shift = shift_stack.pop()
node_start_time[node] += shift
next_t0c = None
next_clbits = set()
# Compute overlap if there is qubits overlap
if any(this_qubits & next_qubits):
qreg_overlap = new_t1q - next_t0q
else:
qreg_overlap = 0
# Compute overlap if there is clbits overlap
if any(this_clbits & next_clbits):
creg_overlap = new_t1c - next_t0c
else:
creg_overlap = 0

# Shift next node if there is finite overlap in either in qubits or clbits
overlap = max(qreg_overlap, creg_overlap)
node_start_time[next_node] = node_start_time[next_node] + overlap

def run(self, dag: DAGCircuit):
"""Run rescheduler.
This pass should perform rescheduling to satisfy:
- All DAGOpNode are placed at start time satisfying hardware alignment constraints.
- The end time of current does not overlap with the start time of successor nodes.
- Compiler directives are not necessary satisfying the constraints.
- All DAGOpNode nodes (except for compiler directives) are placed at start time
satisfying hardware alignment constraints.
- The end time of a node does not overlap with the start time of successor nodes.
Assumptions:
- Topological order and absolute time order of DAGOpNode are consistent.
- All bits in either qargs or cargs associated with node synchronously start.
- Start time of qargs and cargs may different due to I/O latency.
Based on the configurations above, rescheduler pass takes following strategy.
Based on the configurations above, the rescheduler pass takes the following strategy:
1. Scan node from the beginning, i.e. from left of the circuit. The rescheduler
calls ``node_start_time`` from the property set,
and retrieves the scheduled start time of current node.
2. If the start time of the node violates the alignment constraints,
the scheduler increases the start time until it satisfies the constraint.
3. Check overlap with successor nodes. If any overlap occurs, the rescheduler
recursively pushs the successor nodes backward towards the end of the wire.
Note that shifted location doesn't need to satisfy the constraints,
thus it will be a minimum delay to resolve the overlap with the ancestor node.
4. Repeat 1-3 until the node at the end of the wire. This will resolve
all misalignment without creating overlap between the nodes.
1. The nodes are processed in the topological order, from the beginning of
the circuit (i.e. from left to right). For every node (including compiler
directives), the function ``_push_node_back`` performs steps 2 and 3.
2. If the start time of the node violates the alignment constraint,
the start time is increased to satisfy the constraint.
3. Each immediate successor whose start_time overlaps the node's end_time is
pushed backwards (towards the end of the wire). Note that at this point
the shifted successor does not need to satisfy the constraints, but this
will be taken care of when that successor node itself is processed.
4. After every node is processed, all misalignment constraints will be resolved,
and there will be no overlap between the nodes.
Args:
dag: DAG circuit to be rescheduled with constraints.
Expand All @@ -213,27 +225,17 @@ def run(self, dag: DAGCircuit):
node_start_time = self.property_set["node_start_time"]

for node in dag.topological_op_nodes():
if node_start_time[node] == 0:
# Every instruction can start at t=0
continue

if isinstance(node.op, Gate):
alignment = self.pulse_align
elif isinstance(node.op, Measure):
alignment = self.acquire_align
else:
# Directive or delay. These can start at arbitrary time.
continue
start_time = node_start_time.get(node)

try:
misalignment = node_start_time[node] % alignment
if misalignment == 0:
continue
shift = max(0, alignment - misalignment)
except KeyError as ex:
if start_time is None:
raise TranspilerError(
f"Start time of {repr(node)} is not found. This node is likely added after "
"this circuit is scheduled. Run scheduler again."
) from ex
if shift > 0:
self._push_node_back(dag, node, shift)
)

if start_time == 0:
# Every instruction can start at t=0.
continue

self._push_node_back(dag, node)

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