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Equalize Pilot Capture
Fit the bounded reference quaternion NLMS equalizer and return learned outputs.
RQM-operated service.
Version: 1.0.0 · Registry observed: 2026-08-23T20:01:22.843Z · current
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- RQM-operated service
Price and connection
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
{
"$defs": {
"QuaternionSampleRequest": {
"additionalProperties": false,
"properties": {
"w": {
"title": "W",
"type": "number"
},
"x": {
"title": "X",
"type": "number"
},
"y": {
"title": "Y",
"type": "number"
},
"z": {
"title": "Z",
"type": "number"
}
},
"required": [
"w",
"x",
"y",
"z"
],
"title": "QuaternionSampleRequest",
"type": "object"
}
},
"additionalProperties": false,
"properties": {
"input_channels": {
"maximum": 4,
"minimum": 1,
"title": "Input Channels",
"type": "integer"
},
"output_channels": {
"maximum": 4,
"minimum": 1,
"title": "Output Channels",
"type": "integer"
},
"taps": {
"default": 5,
"maximum": 16,
"minimum": 1,
"title": "Taps",
"type": "integer"
},
"step_size": {
"default": 0.1,
"exclusiveMinimum": 0,
"maximum": 2,
"title": "Step Size",
"type": "number"
},
"epsilon": {
"default": 1e-12,
"exclusiveMinimum": 0,
"maximum": 1,
"title": "Epsilon",
"type": "number"
},
"widely_linear": {
"default": false,
"title": "Widely Linear",
"type": "boolean"
},
"received": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 1024,
"minItems": 1,
"title": "Received",
"type": "array"
},
"desired": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 1024,
"minItems": 1,
"title": "Desired",
"type": "array"
},
"pilot_mask": {
"items": {
"type": "boolean"
},
"maxItems": 1024,
"minItems": 1,
"title": "Pilot Mask",
"type": "array"
},
"maximum_final_squared_error": {
"default": 1000000000000,
"maximum": 1000000000000,
"minimum": 0,
"title": "Maximum Final Squared Error",
"type": "number"
},
"maximum_weight_norm": {
"default": 1000000000000,
"maximum": 1000000000000,
"minimum": 0,
"title": "Maximum Weight Norm",
"type": "number"
},
"holdout_received": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 1024,
"title": "Holdout Received",
"type": "array"
},
"holdout_desired": {
"items": {
"items": {
"$ref": "#/$defs/QuaternionSampleRequest"
},
"type": "array"
},
"maxItems": 1024,
"title": "Holdout Desired",
"type": "array"
}
},
"required": [
"input_channels",
"output_channels",
"received",
"desired",
"pilot_mask"
],
"title": "EqualizePilotCaptureRequest",
"type": "object"
}Output contract
{
"$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"
},
"EqualizePilotCaptureSummary": {
"additionalProperties": false,
"properties": {
"schema_version": {
"const": "rqm.wave.equalize-pilot-capture-result.v1",
"title": "Schema Version",
"type": "string"
},
"algorithm_id": {
"enum": [
"quaternion-nlms-v1",
"wl-qnlms-v1"
],
"title": "Algorithm Id",
"type": "string"
},
"sample_count": {
"maximum": 1024,
"minimum": 1,
"title": "Sample Count",
"type": "integer"
},
"pilot_update_count": {
"minimum": 0,
"title": "Pilot Update Count",
"type": "integer"
},
"parameter_count": {
"minimum": 1,
"title": "Parameter Count",
"type": "integer"
},
"final_squared_error": {
"minimum": 0,
"title": "Final Squared Error",
"type": "number"
},
"initial_squared_error": {
"minimum": 0,
"title": "Initial Squared Error",
"type": "number"
},
"training_mean_squared_error": {
"minimum": 0,
"title": "Training Mean Squared Error",
"type": "number"
},
"holdout_mean_squared_error": {
"anyOf": [
{
"minimum": 0,
"type": "number"
},
{
"type": "null"
}
],
"default": null,
"title": "Holdout Mean Squared Error"
},
"weight_norm": {
"minimum": 0,
"title": "Weight Norm",
"type": "number"
},
"candidate_withheld": {
"title": "Candidate Withheld",
"type": "boolean"
},
"verification": {
"additionalProperties": {
"type": "boolean"
},
"title": "Verification",
"type": "object"
},
"estimates_artifact_id": {
"title": "Estimates Artifact Id",
"type": "string"
},
"weights_artifact_id": {
"title": "Weights Artifact Id",
"type": "string"
},
"error_trace_artifact_id": {
"title": "Error Trace Artifact Id",
"type": "string"
},
"claim_boundary": {
"title": "Claim Boundary",
"type": "string"
}
},
"required": [
"schema_version",
"algorithm_id",
"sample_count",
"pilot_update_count",
"parameter_count",
"final_squared_error",
"initial_squared_error",
"training_mean_squared_error",
"weight_norm",
"candidate_withheld",
"verification",
"estimates_artifact_id",
"weights_artifact_id",
"error_trace_artifact_id",
"claim_boundary"
],
"title": "EqualizePilotCaptureSummary",
"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": "equalize-pilot-capture-v1",
"title": "Capability Id",
"type": "string"
},
"capability_version": {
"const": "1.0.0",
"title": "Capability Version",
"type": "string"
},
"result_schema_version": {
"const": "rqm.wave.equalize-pilot-capture-result.v1",
"title": "Result Schema Version",
"type": "string"
},
"summary": {
"$ref": "#/$defs/EqualizePilotCaptureSummary"
},
"artifacts": {
"items": {
"$ref": "#/$defs/CommercialArtifactManifestItem"
},
"title": "Artifacts",
"type": "array"
}
},
"required": [
"capability_id",
"capability_version",
"result_schema_version",
"summary",
"artifacts"
],
"title": "EqualizePilotCaptureResult",
"type": "object"
}Registry source · Buyer instructions and recovery · Public support