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wai-quantum: an optimisation stops and goes on to the same bytes #597

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dcharlot wants to merge 1 commit from wai/quantum-optimize-resume into main
pull from: wai/quantum-optimize-resume
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dcharlot commented 2026-11-03 02:05:09 -05:00
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A long optimisation ran to its end in one process or not at all, and one killed partway lost every step. The optimiser now stops between any two steps and goes on later, to the same bytes.

What changes

wai-quantum (engine::variational)

  • optimize_resumable(request, from, each) runs from a checkpoint (from) or from the start. After every step but the last, each gets the run as it stands (Paused), and returns whether to go on. call_optimize is the same with call's checks and stamp. optimize is optimize_resumable with nothing stopping it, so its answers are unchanged.
  • The checkpoint (wai.quantum.optimize-checkpoint/1, from Paused::checkpoint) holds:
    • the request, by the chain's start and the request's digest;
    • the steps taken, each with its link, and the last link;
    • the optimiser's whole state: the point, Adam's moments and the powers of its betas, SPSA's stream, the best point, the evaluation count and the gradient's rounding bound. Every number is the hex of its f64's bits, so a resume never depends on how a JSON reader rounds.
  • Refusals: a checkpoint goes on only from its own request, and only if each step is still the link its digest says. Another request, an edited step, a dropped step, a next step past the end, a state that does not read, and parameters out of range are each refused with J052.
  • A changed checkpoint whose steps still chain would give a different path. That path's answer cannot pass verify, because verify runs the request again.

wai-quantum-cli: optimize --checkpoint FILE keeps the state in FILE as the run goes, at most once a second and whenever it stops. Each write goes to FILE.partial and is renamed, so a kill mid-write leaves the last whole state. The command goes on from FILE when FILE is there, and removes FILE once the run ends. --slice N takes at most N steps, then stops with the state kept and exits 2 (as task status does while a task is active). The Chinese summary of optimize is translated from its new English.

The docs (docs/variational.md, the CLI README) and the CLI's agent docs are updated.

Tests

  • The engine: for gradient descent, Adam, SPSA and Adam with the parameter-shift rule:
    • stopped after each step in turn, written as text, read back and gone on with, every run is the uninterrupted run's bytes;
    • taken one step a slice, every run is too.
  • Refusals: a checkpoint of another program, or of more steps, is refused. So are eight changed copies: a step's value, a dropped step, the chain, the next step, the parameters, the stream, the format, and parameters that are not finite. The checkpoint's own run ends as one that never stopped.
  • The command line, against its binary:
    • 41 steps taken seven at a time end in six slices, with stdout byte for byte the uninterrupted run's (receipt included, signed with the demo key) and the checkpoint removed;
    • another request's checkpoint is refused and left as it was;
    • a 16-qubit, 600-step run killed partway with SIGKILL once it has kept a state, then started again, says it is going on, and prints exactly the uninterrupted run's bytes.
  • The variational workflow requires the two new engine tests by name.

Checked

On the build host: the engine's variational, algorithm, schema and refusal tests; cargo check with -D warnings for the engine's feature sets; and the command line's tests (the new ones among them) and clippy, with and without default features. The public-name check is clean.

🤖 Generated with Claude Code

Closed: Replaced by #608: the same commit on main at 2bef11f71 (after #603).

A long optimisation ran to its end in one process or not at all, and one killed partway lost every step. The optimiser now stops between any two steps and goes on later, to the same bytes. ## What changes **wai-quantum** (`engine::variational`) - `optimize_resumable(request, from, each)` runs from a checkpoint (`from`) or from the start. After every step but the last, `each` gets the run as it stands (`Paused`), and returns whether to go on. `call_optimize` is the same with `call`'s checks and stamp. `optimize` is `optimize_resumable` with nothing stopping it, so its answers are unchanged. - **The checkpoint** (`wai.quantum.optimize-checkpoint/1`, from `Paused::checkpoint`) holds: - the request, by the chain's `start` and the request's digest; - the steps taken, each with its link, and the last link; - the optimiser's whole state: the point, Adam's moments and the powers of its betas, SPSA's stream, the best point, the evaluation count and the gradient's rounding bound. Every number is the hex of its f64's bits, so a resume never depends on how a JSON reader rounds. - **Refusals:** a checkpoint goes on only from its own request, and only if each step is still the link its digest says. Another request, an edited step, a dropped step, a next step past the end, a state that does not read, and parameters out of range are each refused with `J052`. - A changed checkpoint whose steps still chain would give a different path. That path's answer cannot pass `verify`, because `verify` runs the request again. **wai-quantum-cli:** `optimize --checkpoint FILE` keeps the state in FILE as the run goes, at most once a second and whenever it stops. Each write goes to `FILE.partial` and is renamed, so a kill mid-write leaves the last whole state. The command goes on from FILE when FILE is there, and removes FILE once the run ends. `--slice N` takes at most N steps, then stops with the state kept and exits 2 (as `task status` does while a task is active). The Chinese summary of `optimize` is translated from its new English. The docs (`docs/variational.md`, the CLI README) and the CLI's agent docs are updated. ## Tests - **The engine:** for gradient descent, Adam, SPSA and Adam with the parameter-shift rule: - stopped after each step in turn, written as text, read back and gone on with, every run is the uninterrupted run's bytes; - taken one step a slice, every run is too. - **Refusals:** a checkpoint of another program, or of more steps, is refused. So are eight changed copies: a step's value, a dropped step, the chain, the next step, the parameters, the stream, the format, and parameters that are not finite. The checkpoint's own run ends as one that never stopped. - **The command line, against its binary:** - 41 steps taken seven at a time end in six slices, with stdout byte for byte the uninterrupted run's (receipt included, signed with the demo key) and the checkpoint removed; - another request's checkpoint is refused and left as it was; - a 16-qubit, 600-step run killed partway with `SIGKILL` once it has kept a state, then started again, says it is going on, and prints exactly the uninterrupted run's bytes. - The variational workflow requires the two new engine tests by name. ## Checked On the build host: the engine's variational, algorithm, schema and refusal tests; `cargo check` with `-D warnings` for the engine's feature sets; and the command line's tests (the new ones among them) and clippy, with and without default features. The public-name check is clean. 🤖 Generated with [Claude Code](https://claude.com/claude-code) --- **Closed:** Replaced by #608: the same commit on main at 2bef11f71 (after #603).
wai-quantum: an optimisation stops and goes on to the same bytes
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99123c2f1a 
A long optimisation ran to its end in one process or not at all; one
killed partway lost every step. The engine's optimiser now runs from a
checkpoint (engine::variational::optimize_resumable, call_optimize): after
every step its caller has the run as it stands and may stop it there, and
the checkpoint, wai.quantum.optimize-checkpoint/1, holds the steps taken
with their links and the optimiser's whole state (the point, Adam's
moments and the powers of its betas, SPSA's stream, the best point and the
counts), every number as the bits of its f64. Gone on with from any step,
a run ends with the same bytes as one that never stopped, for each
optimiser; a checkpoint of another request, or one whose steps were
changed, is refused (J052).

wai-quantum optimize --checkpoint FILE keeps the state in FILE as it goes
(at most once a second, and when it stops; written whole or not at all),
goes on from FILE when it is there, and removes it when the run ends; a
run killed and started again with the same arguments ends with the same
bytes, receipt and all. --slice N takes at most N steps, then stops with
the state kept (exit 2).

Co-Authored-By: Claude Opus 5.5 <[email protected]>
dcharlot closed this pull request 2026-11-03 17:48:27 -05:00
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