{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:6PT7PTSJAT3LGFNNMCOWFEEWB3","short_pith_number":"pith:6PT7PTSJ","canonical_record":{"source":{"id":"2403.06352","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T01:02:01Z","cross_cats_sorted":[],"title_canon_sha256":"20061b50b8708fc7452225eb2db53afbfa91dfc3de1c45cbb192d8ab124acd23","abstract_canon_sha256":"0884f824405ea90be942cba52ab8779cc2dd281bc879cfb59a35f5e16c708019"},"schema_version":"1.0"},"canonical_sha256":"f3e7f7ce4904f6b315ad609d6290960ecc28b3183294fc02763ef10513a1c669","source":{"kind":"arxiv","id":"2403.06352","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06352","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06352v1","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06352","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_12","alias_value":"6PT7PTSJAT3L","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_16","alias_value":"6PT7PTSJAT3LGFNN","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_8","alias_value":"6PT7PTSJ","created_at":"2026-07-05T07:54:22Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:6PT7PTSJAT3LGFNNMCOWFEEWB3","target":"record","payload":{"canonical_record":{"source":{"id":"2403.06352","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T01:02:01Z","cross_cats_sorted":[],"title_canon_sha256":"20061b50b8708fc7452225eb2db53afbfa91dfc3de1c45cbb192d8ab124acd23","abstract_canon_sha256":"0884f824405ea90be942cba52ab8779cc2dd281bc879cfb59a35f5e16c708019"},"schema_version":"1.0"},"canonical_sha256":"f3e7f7ce4904f6b315ad609d6290960ecc28b3183294fc02763ef10513a1c669","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T07:54:22.364068Z","signature_b64":"/7HzsqVp7+KrZHl3WOdALNKCmMgFVDAhEtuZ9pO+pDq9pV072bMHB8TD8teL5XMHOoDOcyeJ29yf4gDptIk/BA==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"f3e7f7ce4904f6b315ad609d6290960ecc28b3183294fc02763ef10513a1c669","last_reissued_at":"2026-07-05T07:54:22.363671Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T07:54:22.363671Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2403.06352","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:54:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"A3ANx3pHvQ3kK0Ig6/CFWd4RfAVlKeQ3VHqbcclwGlaXZ97VD0QqSxKqcTdmZP5m2iZf6hZkdR4m3BlptNZoAA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T10:56:16.169704Z"},"content_sha256":"1d4bb2f42e4cd51d4dbbfbb6da2978df9379dabf2526f514481ef6e5ed1eff4e","schema_version":"1.0","event_id":"sha256:1d4bb2f42e4cd51d4dbbfbb6da2978df9379dabf2526f514481ef6e5ed1eff4e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:6PT7PTSJAT3LGFNNMCOWFEEWB3","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.CV","authors_text":"Hongbin Sun, Longjun Liu, Nanning Zheng, Xing Lei, Zhiheng Zhou","submitted_at":"2024-03-11T01:02:01Z","abstract_excerpt":"In this paper, we explore how to design lightweight CNN architecture for embedded computing systems. We propose L-Mobilenet model for ZYNQ based hardware platform. L-Mobilenet can adapt well to the hardware computing and accelerating, and its network structure is inspired by the state-of-the-art work of Inception-ResnetV1 and MobilenetV2, which can effectively reduce parameters and delay while maintaining the accuracy of inference. We deploy our L-Mobilenet model to ZYNQ embedded platform for fully evaluating the performance of our design. By measuring in cifar10 and cifar100 datasets, L-Mobil"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06352","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2403.06352/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T07:54:22Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"SBRAnHzJLzf+eoeVFL50fOn/NoVvsC7n56eC5Lqj3q7oRs7LYXeKZZqN7HoAU6k0d2jlULUzQmSjwESCjertDA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-13T10:56:16.170075Z"},"content_sha256":"8c781c7920d685e1aa849f3f936b912bc15dc72f36bb4a1b7715659020286a87","schema_version":"1.0","event_id":"sha256:8c781c7920d685e1aa849f3f936b912bc15dc72f36bb4a1b7715659020286a87"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/bundle.json","state_url":"https://pith.science/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-07-13T10:56:16Z","links":{"resolver":"https://pith.science/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3","bundle":"https://pith.science/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/bundle.json","state":"https://pith.science/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/state.json","well_known_bundle":"https://pith.science/.well-known/pith/6PT7PTSJAT3LGFNNMCOWFEEWB3/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6PT7PTSJAT3LGFNNMCOWFEEWB3","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":"0884f824405ea90be942cba52ab8779cc2dd281bc879cfb59a35f5e16c708019","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T01:02:01Z","title_canon_sha256":"20061b50b8708fc7452225eb2db53afbfa91dfc3de1c45cbb192d8ab124acd23"},"schema_version":"1.0","source":{"id":"2403.06352","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2403.06352","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"arxiv_version","alias_value":"2403.06352v1","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2403.06352","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_12","alias_value":"6PT7PTSJAT3L","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_16","alias_value":"6PT7PTSJAT3LGFNN","created_at":"2026-07-05T07:54:22Z"},{"alias_kind":"pith_short_8","alias_value":"6PT7PTSJ","created_at":"2026-07-05T07:54:22Z"}],"graph_snapshots":[{"event_id":"sha256:8c781c7920d685e1aa849f3f936b912bc15dc72f36bb4a1b7715659020286a87","target":"graph","created_at":"2026-07-05T07:54:22Z","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/2403.06352/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In this paper, we explore how to design lightweight CNN architecture for embedded computing systems. We propose L-Mobilenet model for ZYNQ based hardware platform. L-Mobilenet can adapt well to the hardware computing and accelerating, and its network structure is inspired by the state-of-the-art work of Inception-ResnetV1 and MobilenetV2, which can effectively reduce parameters and delay while maintaining the accuracy of inference. We deploy our L-Mobilenet model to ZYNQ embedded platform for fully evaluating the performance of our design. By measuring in cifar10 and cifar100 datasets, L-Mobil","authors_text":"Hongbin Sun, Longjun Liu, Nanning Zheng, Xing Lei, Zhiheng Zhou","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T01:02:01Z","title":"Exploring Hardware Friendly Bottleneck Architecture in CNN for Embedded Computing Systems"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2403.06352","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":"sha256:1d4bb2f42e4cd51d4dbbfbb6da2978df9379dabf2526f514481ef6e5ed1eff4e","target":"record","created_at":"2026-07-05T07:54:22Z","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":"0884f824405ea90be942cba52ab8779cc2dd281bc879cfb59a35f5e16c708019","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2024-03-11T01:02:01Z","title_canon_sha256":"20061b50b8708fc7452225eb2db53afbfa91dfc3de1c45cbb192d8ab124acd23"},"schema_version":"1.0","source":{"id":"2403.06352","kind":"arxiv","version":1}},"canonical_sha256":"f3e7f7ce4904f6b315ad609d6290960ecc28b3183294fc02763ef10513a1c669","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f3e7f7ce4904f6b315ad609d6290960ecc28b3183294fc02763ef10513a1c669","first_computed_at":"2026-07-05T07:54:22.363671Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T07:54:22.363671Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"/7HzsqVp7+KrZHl3WOdALNKCmMgFVDAhEtuZ9pO+pDq9pV072bMHB8TD8teL5XMHOoDOcyeJ29yf4gDptIk/BA==","signature_status":"signed_v1","signed_at":"2026-07-05T07:54:22.364068Z","signed_message":"canonical_sha256_bytes"},"source_id":"2403.06352","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:1d4bb2f42e4cd51d4dbbfbb6da2978df9379dabf2526f514481ef6e5ed1eff4e","sha256:8c781c7920d685e1aa849f3f936b912bc15dc72f36bb4a1b7715659020286a87"],"state_sha256":"cd731029b4e12729c8efa893b98bef3ac7c5f91723fcb2988cc07f5785ee40e1"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"pURrSXxSod5ByXWlPnxkHDr8pVnm0zQ7QM3VnwmiYB8/VU+T9s+NN2dDBKUA68+cKRn5MPUiQ3Rwcw8F/zscDQ==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-13T10:56:16.171991Z","bundle_sha256":"4b856c325f570c0d44638e504baf91c6d8685d808a3af65d1a808a6305adadb6"}}