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Adjoint reversible simulator replay product

Versioned reverse-mode adjoint-via-replay product over ambient program_ad_adjoint generation and executable step replay. Materialised local scalar demos only; refuses mid-circuit measurement / irreversible invent-green, Catalyst parity, and hardware adjoint.

Module: scpn_quantum_control.adjoint_replay_product

Rules

Rule Behaviour
Product schema adjoint_replay_product.v2
Default surface reverse_adjoint_grad
Mid-circuit measurement Refused
Catalyst parity Refused
Hardware adjoint Refused
Blank/unknown surface Fail closed
Full automatic checkpointing Open capability; not claimed by this product

Claim boundary:

Adjoint reversible-replay product surface only; catalogues reversibility conditions, checkpoint policies, reverse-mode Program AD gradient, and executable adjoint step replay over ambient program_ad_adjoint; materialised local scalar demos only; refuses mid-circuit measurement / irreversible ops invent-green, Catalyst parity, and hardware adjoint; does not invent full automatic checkpointing, open-system reverse, or complete planner-registration coverage

Public API

from scpn_quantum_control.adjoint_replay_product import (
    assert_adjoint_replay_product_integrity,
    build_adjoint_replay_product_registry,
    build_checkpoint_policy,
    decide_adjoint_replay_path,
    list_adjoint_replay_surface_ids,
    materialise_demo_adjoint_replay_probe,
)

assert "reverse_adjoint_grad" in list_adjoint_replay_surface_ids()
reg = assert_adjoint_replay_product_integrity(
    build_adjoint_replay_product_registry()
)

allowed = decide_adjoint_replay_path(has_supported_unitary_ir=True)
assert allowed.allowed is True

refused = decide_adjoint_replay_path(has_mid_circuit_measurement=True)
assert refused.allowed is False

# Worked demo: f(x,y)=x^2+y^2 at [0.5, -0.25] => grad [1.0, -0.5]
probe = materialise_demo_adjoint_replay_probe()
assert abs(probe.adjoint_gradient[0] - 1.0) < 1e-9
assert abs(probe.replay_gradient[1] + 0.5) < 1e-9
assert probe.agreement_max_abs < 1e-9

policy = build_checkpoint_policy(schedule="every_k", interval_k=2)
assert policy.interval_k == 2

Replay surface catalogue

ID Kind
reversibility_conditions predicates
checkpoint_policy checkpoint schedule
reverse_adjoint_grad reverse adjoint grad
executable_adjoint_replay step-stream replay
irreversible_mid_circuit_refuse irreversible refuse
catalyst_hardware_adjoint_refuse Catalyst/hardware refuse

Worked scalar example

For f(x, y) = x^2 + y^2 at [0.5, -0.25]:

  • value = 0.3125
  • true gradient = [1.0, -0.5]
  • ambient reverse adjoint and executable replay agree within 1e-12

Bounded product status

Shipped: surface catalogue, reversibility and checkpoint-policy contracts, reverse/replay materialised demo, irreversible/Catalyst/hardware refusal, and documentation/API map.

Open: full checkpointed simulator campaign, extended validation harness, memory/time report artefacts, planner-registration matrix, extended usage guide, and open-system reverse.

Authored by Anulum Fortis & Arcane Sapience (protoscience@anulum.li)