Optimize Processing Pipeline

Optimize this supported Wave pipeline against the supplied operation-count objective and equivalence rule.

RQM-operated service.

Version: 1.0.0 · Registry observed: 2026-08-23T20:01:22.843Z · current

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RQM-operated service

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0.005000 USD per request, provider price. Supported Relay purchases add max(0.002 USDC, 5% of provider price). Your fresh quote supplies the exact total.

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Inputs and outputs

Input contract

{
  "$defs": {
    "ComplexValue": {
      "additionalProperties": false,
      "properties": {
        "real": {
          "maximum": 1000000000000,
          "minimum": -1000000000000,
          "title": "Real",
          "type": "number"
        },
        "imaginary": {
          "maximum": 1000000000000,
          "minimum": -1000000000000,
          "title": "Imaginary",
          "type": "number"
        }
      },
      "required": [
        "real",
        "imaginary"
      ],
      "title": "ComplexValue",
      "type": "object"
    },
    "Operation": {
      "additionalProperties": false,
      "properties": {
        "kind": {
          "enum": [
            "scale",
            "phase_rotate",
            "conjugate",
            "offset",
            "moving_average",
            "difference"
          ],
          "title": "Kind",
          "type": "string"
        },
        "value": {
          "default": 1,
          "maximum": 1000000,
          "minimum": -1000000,
          "title": "Value",
          "type": "number"
        },
        "window_size": {
          "anyOf": [
            {
              "maximum": 256,
              "minimum": 2,
              "type": "integer"
            },
            {
              "type": "null"
            }
          ],
          "default": null,
          "title": "Window Size"
        }
      },
      "required": [
        "kind"
      ],
      "title": "Operation",
      "type": "object"
    }
  },
  "additionalProperties": false,
  "properties": {
    "operations": {
      "items": {
        "$ref": "#/$defs/Operation"
      },
      "maxItems": 16,
      "minItems": 1,
      "title": "Operations",
      "type": "array"
    },
    "fixture": {
      "items": {
        "$ref": "#/$defs/ComplexValue"
      },
      "maxItems": 4096,
      "minItems": 1,
      "title": "Fixture",
      "type": "array"
    },
    "training_fixtures": {
      "items": {
        "items": {
          "$ref": "#/$defs/ComplexValue"
        },
        "type": "array"
      },
      "maxItems": 32,
      "title": "Training Fixtures",
      "type": "array"
    },
    "validation_fixtures": {
      "items": {
        "items": {
          "$ref": "#/$defs/ComplexValue"
        },
        "type": "array"
      },
      "maxItems": 32,
      "title": "Validation Fixtures",
      "type": "array"
    },
    "objective": {
      "const": "minimum_operation_count",
      "title": "Objective",
      "type": "string"
    },
    "maximum_operations": {
      "maximum": 16,
      "minimum": 0,
      "title": "Maximum Operations",
      "type": "integer"
    },
    "maximum_equivalence_rmse": {
      "maximum": 1000000,
      "minimum": 0,
      "title": "Maximum Equivalence Rmse",
      "type": "number"
    }
  },
  "required": [
    "operations",
    "fixture",
    "objective",
    "maximum_operations",
    "maximum_equivalence_rmse"
  ],
  "title": "PipelineOptimizationRequest",
  "type": "object"
}

Output contract

{
  "$defs": {
    "CommercialArtifactManifestItem": {
      "additionalProperties": false,
      "properties": {
        "artifact_id": {
          "pattern": "^[0-9a-f]{32}$",
          "title": "Artifact Id",
          "type": "string"
        },
        "media_type": {
          "title": "Media Type",
          "type": "string"
        },
        "size_bytes": {
          "minimum": 0,
          "title": "Size Bytes",
          "type": "integer"
        },
        "sha256": {
          "pattern": "^[0-9a-f]{64}$",
          "title": "Sha256",
          "type": "string"
        },
        "retrieval_path": {
          "title": "Retrieval Path",
          "type": "string"
        }
      },
      "required": [
        "artifact_id",
        "media_type",
        "size_bytes",
        "sha256",
        "retrieval_path"
      ],
      "title": "CommercialArtifactManifestItem",
      "type": "object"
    }
  },
  "additionalProperties": false,
  "properties": {
    "schema_version": {
      "const": "rqm.wave.commercial-result.v2",
      "default": "rqm.wave.commercial-result.v2",
      "title": "Schema Version",
      "type": "string"
    },
    "capability_id": {
      "const": "wave.optimize-processing-pipeline.v1",
      "default": "wave.optimize-processing-pipeline.v1",
      "title": "Capability Id",
      "type": "string"
    },
    "capability_version": {
      "const": "1.0.0",
      "default": "1.0.0",
      "title": "Capability Version",
      "type": "string"
    },
    "result_schema_version": {
      "const": "rqm.wave.optimize-processing-pipeline-result.v1",
      "default": "rqm.wave.optimize-processing-pipeline-result.v1",
      "title": "Result Schema Version",
      "type": "string"
    },
    "summary": {
      "title": "Summary"
    },
    "artifacts": {
      "items": {
        "$ref": "#/$defs/CommercialArtifactManifestItem"
      },
      "title": "Artifacts",
      "type": "array"
    }
  },
  "required": [
    "summary",
    "artifacts"
  ],
  "title": "wave_optimize_processing_pipeline_v1_ResultEnvelope",
  "type": "object"
}

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