{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:Q4SH7PS77H564AIONXNJ7EEHMV","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":"5d027c0224dfefe766a632fd886f2c71155aa7ab7e2b63ff2486b139c982cc8f","cross_cats_sorted":["cs.AR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-13T16:05:16Z","title_canon_sha256":"adc7b9e5fed103f3708404f188881f272e412b5d49ea43500de90c2bed51d147"},"schema_version":"1.0","source":{"id":"2607.11746","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2607.11746","created_at":"2026-07-14T02:22:22Z"},{"alias_kind":"arxiv_version","alias_value":"2607.11746v1","created_at":"2026-07-14T02:22:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2607.11746","created_at":"2026-07-14T02:22:22Z"},{"alias_kind":"pith_short_12","alias_value":"Q4SH7PS77H56","created_at":"2026-07-14T02:22:22Z"},{"alias_kind":"pith_short_16","alias_value":"Q4SH7PS77H564AIO","created_at":"2026-07-14T02:22:22Z"},{"alias_kind":"pith_short_8","alias_value":"Q4SH7PS7","created_at":"2026-07-14T02:22:22Z"}],"graph_snapshots":[{"event_id":"sha256:5a42948c4086f11bf78d87d7d6eac9bc9e91bd7cdacc0db06702f5b91200d48e","target":"graph","created_at":"2026-07-14T02:22:22Z","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/2607.11746/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"With deep neural networks (DNNs) increasingly deployed on edge devices, hardware (HW)-aware optimization techniques--such as HW-aware compression and HW-aware neural architecture search (HW-NAS)--have become essential. These methods rely on real feedback from the target hardware to tailor DNN architectures for efficient deployment. While the search can be parallelized, latency measurements via hardware-in-the-loop (HIL) remain a bottleneck due to their sequential nature. Recent approaches use latency predictors to replace costly HIL feedback, but challenges persist: (1) platform-specific predi","authors_text":"Alexander Frickenstein, Behzad Shomali, Judeson Anthony Fernando, Lukas Frickenstein, Manoj Rohit Vemparala, Moritz Thoma, Nael Fasfous, Pierpaolo Mori, Shambhavi Balamuthu Sampath, Walter Stechele","cross_cats":["cs.AR"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-13T16:05:16Z","title":"HiFi-LLP: High-Fidelity, Low-Cost Latency Predictors with Confidence for Robust HW-NAS"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2607.11746","kind":"arxiv","version":1},"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":"sha256:36b81bd4eadddf61d4d18cd7eaadf9819e70ca05ebd6f51aabdc157ff4ef6358","target":"record","created_at":"2026-07-14T02:22:22Z","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":"5d027c0224dfefe766a632fd886f2c71155aa7ab7e2b63ff2486b139c982cc8f","cross_cats_sorted":["cs.AR"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.LG","submitted_at":"2026-07-13T16:05:16Z","title_canon_sha256":"adc7b9e5fed103f3708404f188881f272e412b5d49ea43500de90c2bed51d147"},"schema_version":"1.0","source":{"id":"2607.11746","kind":"arxiv","version":1}},"canonical_sha256":"87247fbe5ff9fbee010e6dda9f90876548d96cb0fac957c8cca111865860bd60","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"87247fbe5ff9fbee010e6dda9f90876548d96cb0fac957c8cca111865860bd60","first_computed_at":"2026-07-14T02:22:22.658958Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-14T02:22:22.658958Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"RBXTcg0ewnUzHzZo/zX1nnS1xLSHHmvcdFgvPKfO3ZUETulQO4cO+CJZJfO9Z44nWR/S2EnfRDy82SXPlWWaDg==","signature_status":"signed_v1","signed_at":"2026-07-14T02:22:22.659811Z","signed_message":"canonical_sha256_bytes"},"source_id":"2607.11746","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:36b81bd4eadddf61d4d18cd7eaadf9819e70ca05ebd6f51aabdc157ff4ef6358","sha256:5a42948c4086f11bf78d87d7d6eac9bc9e91bd7cdacc0db06702f5b91200d48e"],"state_sha256":"9ca09302e9187136aba4f2647be2148b589950d8725907905d4de7b94ff82a68"}