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RQM Optimize Processing Pipeline
x402
RQM Optimize Processing Pipeline is a paid API for AI agents from jobs.rqmtechnologies.com, paid per call via x402, $0.005/call, status unknown (last checked 2026-09-14).
Optimizes a Wave signal-processing pipeline to minimize operation count while preserving output equivalence within a specified RMSE tolerance.
Price / call$0.005
Success—
StatusUnknown
How this service works
Optimize Processing Pipeline: Optimize this supported Wave pipeline against the supplied operation-count objective an... Use when: The caller needs a bounded objective result that can directly gate or feed its next step. Returns: strict JSON summary, checksummed artifact manifest. Boundaries: Bounded deterministic local software evidence only; no physical, causal, regulatory, hardware, or perform...
Output
Returns a bounded optimization result indicating whether the pipeline was successfully reduced, the optimized sequence of operations (scale, phase_rotate, conjugate) within the specified maximum operation count, and a confirmation that the output equivalence RMSE stays within the supplied threshold.
Example use cases
Simplify a DSP preprocessing chain
“I have a Wave pipeline with 8 operations including scales and phase rotations that I'm applying to complex sensor data. Can you optimize it against minimum_operation_count with a max of 6 operations and RMSE tolerance of 0.0001? Here's the fixture array of 128 complex values.”
Gate a build pipeline on operation budget
“Before I deploy this Wave processing pipeline, check if it can be reduced to at most 4 operations while keeping equivalence RMSE under 0.005 — the fixture has 64 complex samples and the operations are scale 1.5, phase_rotate 0.78, conjugate, and scale 0.5.”
Automated circuit compression in a quantum workflow
“As part of my automated quantum workflow, optimize this 10-step Wave pipeline down toward the minimum operation count using the minimum_operation_count objective, with a maximum of 10 operations and RMSE tolerance of 0.01, so the next stage can proceed only if the result is within budget.”
Technical details
Endpoint
POSThttps://jobs.rqmtechnologies.com/x402/buyer-jobs/wave.optimize-processing-pipeline.v1When to prefer
Use this endpoint when you need a deterministic, bounded optimization result for a Wave pipeline that can directly gate or feed the next step in an automated workflow. Prefer this over hardware-execution or simulation endpoints when you need operation-count reduction rather than circuit execution. Do not use when you need hardware truth, causal failure diagnosis, an unbounded optimization stream, or when working with unsupported physical models outside the Wave pipeline scope.
Side effects
- Fixture array out of bounds (fewer than 1 or more than 4096 complex values)
- Operations list exceeds maximum of 16 or contains unsupported kinds
- maximum_operations set to a value incompatible with the provided pipeline
- RMSE threshold too tight for any valid reduction to be found
- Objective field value other than 'minimum_operation_count' rejected
- Payment insufficient or idempotency key format invalid
Input
Schema · Request body
| Field | Type | Description |
|---|---|---|
| request | object | Optimize Processing Pipeline request metadata is discovery-only while execution is disabled. |
| schema_version | — | |
| idempotency_key | string | |
| max_total_price | string |
Tags
x402
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