{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:5CLSD7TQJGSUHFEKCSKCUIAFJE","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":"27b3e2e2f5425f686f45c083d23d63014353416f1b49a22b6aae3d4bb352cf6b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2023-10-17T20:37:26Z","title_canon_sha256":"bd8357883c6169f13b7a29acd2de36c489d1b240f6c45d02673f2bbb9dc22005"},"schema_version":"1.0","source":{"id":"2310.12182","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2310.12182","created_at":"2026-07-05T07:06:06Z"},{"alias_kind":"arxiv_version","alias_value":"2310.12182v3","created_at":"2026-07-05T07:06:06Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2310.12182","created_at":"2026-07-05T07:06:06Z"},{"alias_kind":"pith_short_12","alias_value":"5CLSD7TQJGSU","created_at":"2026-07-05T07:06:06Z"},{"alias_kind":"pith_short_16","alias_value":"5CLSD7TQJGSUHFEK","created_at":"2026-07-05T07:06:06Z"},{"alias_kind":"pith_short_8","alias_value":"5CLSD7TQ","created_at":"2026-07-05T07:06:06Z"}],"graph_snapshots":[{"event_id":"sha256:c1a8293ddde68730c64d83619b54254109e344017a0c2689c06eee86dcaa3850","target":"graph","created_at":"2026-07-05T07:06:06Z","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/2310.12182/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Resistive random access memory (ReRAM)-based processing-in-memory (PIM) architectures have demonstrated great potential to accelerate Deep Neural Network (DNN) training/inference. However, the computational accuracy of analog PIM is compromised due to the non-idealities, such as the conductance variation of ReRAM cells. The impact of these non-idealities worsens as the number of concurrently activated wordlines and bitlines increases. To guarantee computational accuracy, only a limited number of wordlines and bitlines of the crossbar array can be turned on concurrently, significantly reducing ","authors_text":"Edward Hanson, Feng Cheng, Hai Li, Huanrui Yang, Janardhan Rao Doppa, Krishnendu Chakrabarty, Nansu Wang, Partha Pratim Pande, Qilin Zheng, Shiyu Li, Xiaoxuan Yang, Xueying Wu","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2023-10-17T20:37:26Z","title":"Block-Wise Mixed-Precision Quantization: Enabling High Efficiency for Practical ReRAM-based DNN Accelerators"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2310.12182","kind":"arxiv","version":3},"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":"sha256:94af945a7198b7f57778a336891d06e3ffb70c6eef07251445f16b31a5cd05f1","target":"record","created_at":"2026-07-05T07:06:06Z","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":"27b3e2e2f5425f686f45c083d23d63014353416f1b49a22b6aae3d4bb352cf6b","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.AR","submitted_at":"2023-10-17T20:37:26Z","title_canon_sha256":"bd8357883c6169f13b7a29acd2de36c489d1b240f6c45d02673f2bbb9dc22005"},"schema_version":"1.0","source":{"id":"2310.12182","kind":"arxiv","version":3}},"canonical_sha256":"e89721fe7049a543948a14942a2005491326d1e5babd327d9971fee6205c0cc9","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e89721fe7049a543948a14942a2005491326d1e5babd327d9971fee6205c0cc9","first_computed_at":"2026-07-05T07:06:06.055606Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:06:06.055606Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"bHIV77E90uYrMGiMaMyDZCrVoqIn4zrNM8GkeXlrYDf6qN2n8VEUxjzGOyWqqfJ3MLDhjJLZBe+MG/epKwfeDA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:06:06.056084Z","signed_message":"canonical_sha256_bytes"},"source_id":"2310.12182","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:94af945a7198b7f57778a336891d06e3ffb70c6eef07251445f16b31a5cd05f1","sha256:c1a8293ddde68730c64d83619b54254109e344017a0c2689c06eee86dcaa3850"],"state_sha256":"3e8ca24c29ac8931a8971e2d15952c0a331d74682ee250daae039106c4aba678"}