| { |
| "@context": { |
| "@language": "en", |
| "@vocab": "https://schema.org/", |
| "sc": "https://schema.org/", |
| "cr": "http://mlcommons.org/croissant/", |
| "rai": "http://mlcommons.org/croissant/RAI/", |
| "dct": "http://purl.org/dc/terms/", |
| "data": { |
| "@id": "cr:data", |
| "@type": "@json" |
| }, |
| "dataType": { |
| "@id": "cr:dataType", |
| "@type": "@vocab" |
| }, |
| "examples": { |
| "@id": "cr:examples", |
| "@type": "@json" |
| } |
| }, |
| "@type": "sc:Dataset", |
| "name": "MLIR-Functional-Reference-30", |
| "description": "Hand-authored functional-correctness reference set for arith+func, linalg+memref, and StableHLO (n=30, 10 per dialect). Each record specifies a canonical function name, signature, concrete inputs, and the expected output under a dialect-specific execution wrapper. The set is released as evaluation evidence (verify-valid is necessary but not sufficient for functional correctness).", |
| "conformsTo": "http://mlcommons.org/croissant/1.0", |
| "license": "https://spdx.org/licenses/Apache-2.0.html", |
| "version": "1.0.0", |
| "datePublished": "2026-04-29", |
| "citeAs": "(anonymous submission to NeurIPS 2026 E&D track)", |
| "url": "<populated-at-camera-ready>", |
| "distribution": [ |
| { |
| "@type": "cr:FileObject", |
| "@id": "MLIR-Functional-Reference-30-archive", |
| "name": "MLIR-Functional-Reference-30.zip", |
| "contentUrl": "<populated-at-camera-ready>", |
| "encodingFormat": "application/zip", |
| "sha256": "<populated-at-camera-ready>" |
| } |
| ], |
| "recordSet": [ |
| { |
| "@type": "cr:RecordSet", |
| "@id": "records", |
| "name": "records", |
| "description": "One functional-reference record per row.", |
| "field": [ |
| { |
| "@type": "cr:Field", |
| "@id": "records/id", |
| "name": "id", |
| "dataType": "sc:Text", |
| "description": "Unique record identifier." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/dialect", |
| "name": "dialect", |
| "dataType": "sc:Text", |
| "description": "MLIR dialect tag (arith/linalg/stablehlo)." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/source_benchmark", |
| "name": "source_benchmark", |
| "dataType": "sc:Text", |
| "description": "Which sibling benchmark this prompt was authored from." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/source_id", |
| "name": "source_id", |
| "dataType": "sc:Text", |
| "description": "Sibling-benchmark prompt id (for cross-reference)." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/canonical_fn_name", |
| "name": "canonical_fn_name", |
| "dataType": "sc:Text", |
| "description": "Expected MLIR function name." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/canonical_signature", |
| "name": "canonical_signature", |
| "dataType": "sc:Text", |
| "description": "Expected MLIR function signature." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/result_type", |
| "name": "result_type", |
| "dataType": "sc:Text", |
| "description": "MLIR result type." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/inputs", |
| "name": "inputs", |
| "dataType": "sc:Text", |
| "description": "Concrete input values for the execution wrapper (JSON-encoded)." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/expected_output", |
| "name": "expected_output", |
| "dataType": "sc:Text", |
| "description": "Expected scalar/array output (JSON-encoded)." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/expected_stdout_regex", |
| "name": "expected_stdout_regex", |
| "dataType": "sc:Text", |
| "description": "Optional regex over the runner's stdout for matching." |
| }, |
| { |
| "@type": "cr:Field", |
| "@id": "records/nl", |
| "name": "nl", |
| "dataType": "sc:Text", |
| "description": "Natural-language task description." |
| } |
| ] |
| } |
| ] |
| } |
