{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2020:2E62TEJJJKKEAHFZBNUQEPBNO7","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"6f5fd2779a1ef167a1958b4bd1ab60c2af755901dfe3a19cc28a524e87ddfaba","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-01-02T05:28:26Z","title_canon_sha256":"81651f9f792a359299d78cf0a4c7eb281a575c974407d24a61f6fafd2de9d27d"},"schema_version":"1.0","source":{"id":"2001.00326","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2001.00326","created_at":"2026-07-05T00:33:37Z"},{"alias_kind":"arxiv_version","alias_value":"2001.00326v2","created_at":"2026-07-05T00:33:37Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2001.00326","created_at":"2026-07-05T00:33:37Z"},{"alias_kind":"pith_short_12","alias_value":"2E62TEJJJKKE","created_at":"2026-07-05T00:33:37Z"},{"alias_kind":"pith_short_16","alias_value":"2E62TEJJJKKEAHFZ","created_at":"2026-07-05T00:33:37Z"},{"alias_kind":"pith_short_8","alias_value":"2E62TEJJ","created_at":"2026-07-05T00:33:37Z"}],"graph_snapshots":[{"event_id":"sha256:a6aecfca408bf1fc17a5eaba9be21604d5d2673f988b05e6b1b8521786efed84","target":"graph","created_at":"2026-07-05T00:33:37Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2001.00326/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Neural architecture search (NAS) has achieved breakthrough success in a great number of applications in the past few years. It could be time to take a step back and analyze the good and bad aspects in the field of NAS. A variety of algorithms search architectures under different search space. These searched architectures are trained using different setups, e.g., hyper-parameters, data augmentation, regularization. This raises a comparability problem when comparing the performance of various NAS algorithms. NAS-Bench-101 has shown success to alleviate this problem. In this work, we propose an e","authors_text":"Xuanyi Dong, Yi Yang","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-01-02T05:28:26Z","title":"NAS-Bench-201: Extending the Scope of Reproducible Neural Architecture Search"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2001.00326","kind":"arxiv","version":2},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:c69d96730100a04c2611a37ef94acf9a61f675cd16cf0517d8ffa53c75b2d815","target":"record","created_at":"2026-07-05T00:33:37Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"6f5fd2779a1ef167a1958b4bd1ab60c2af755901dfe3a19cc28a524e87ddfaba","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2020-01-02T05:28:26Z","title_canon_sha256":"81651f9f792a359299d78cf0a4c7eb281a575c974407d24a61f6fafd2de9d27d"},"schema_version":"1.0","source":{"id":"2001.00326","kind":"arxiv","version":2}},"canonical_sha256":"d13da991294a94401cb90b69023c2d77fa8e390f31ba676d6ffc115b00a56a03","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"d13da991294a94401cb90b69023c2d77fa8e390f31ba676d6ffc115b00a56a03","first_computed_at":"2026-07-05T00:33:37.512171Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T00:33:37.512171Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tXMxSaJGtu6eP5EhT6nMF13T19A5S656x8KBlU3/oJFEmoYAB2KBn6hc0sn91MObdE5WRHMzRPztvWiV2zHsDA==","signature_status":"signed_v1","signed_at":"2026-07-05T00:33:37.512672Z","signed_message":"canonical_sha256_bytes"},"source_id":"2001.00326","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c69d96730100a04c2611a37ef94acf9a61f675cd16cf0517d8ffa53c75b2d815","sha256:a6aecfca408bf1fc17a5eaba9be21604d5d2673f988b05e6b1b8521786efed84"],"state_sha256":"81a907be66f0a4d423883be3672d9777baad109473716ff85b8a8a09a742197e"}