Paper Citation Record · LEDGER

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency

As of 12 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 4 inbound Pith citation observations for arXiv:2502.05317.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2502.05317 v2

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-08T19:49:45.875313Z

measured 32 of 32 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-12T06:34:41.77262+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T22:04:35.467098Z

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-07-04T20:50:12.071088Z

Reference resolution

28 of 28 outbound references displayed

verified exact3
verified fuzzy1
unresolved24
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 4f3b367f-7314-44fb-8164-ce945f6235e7 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.277816Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation df239af7-5c3c-4ca6-b361-f014723323ba · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 2

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.265275Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c58c5832-f7c3-4b8c-84c6-8c20db5ef7e4 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.253444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 24b57210-b9d4-40d6-a7bd-e6de002639b8 · outbound

This paper cites Canales-Martínez, Jorge Chávez-Saab, and Julio López.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Canales-Martínez, Jorge Chávez-Saab, and Julio López

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-08T19:49:46.239901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation c9e1508d-7336-4828-8388-3c7e79855958 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.224819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 26fa5972-dbda-4a62-8a05-9eea52dabb5c · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.210685Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 1fa243bc-1f0e-4253-a5dd-d5c9975baf97 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 7

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.196140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e6a2d027-7852-4863-a48e-a64d0111dcbc · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 8

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.182159Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 539f48cd-f1f3-4d8c-af72-2ab3693ea96f · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-08T19:49:45.952788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation a8a93cf8-c327-4ef3-a0e0-98b0ea6a293d · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.169220Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e157a58b-500d-4beb-bc3d-217a452b30d8 · outbound

This paper cites Apple Silicon Performance in Scientific Computing.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Apple Silicon Performance in Scientific Computing

Reference 11

Resolution: verified exact; local_arxiv, observed 2026-08-08T19:49:45.974049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 2eaf4e29-dd27-4235-a1da-a3cb1cf893bf · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.155509Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8747a86c-45c4-4c0b-8518-82bbe5afae16 · outbound

This paper cites Benchmarking and Dissecting the Nvidia Hopper GPU Architecture.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Benchmarking and Dissecting the Nvidia Hopper GPU Architecture

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-08T19:49:45.811059Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0aed3ee-f451-4a3c-b2bb-9e06c857c120 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 14

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.143924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 77b31c42-74c6-450e-8ee5-89b1a3f84f5e · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 15

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.131886Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 19c159e6-c18a-4220-9538-af5205008d01 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.120443Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 943a6778-1947-44cd-8bc0-15e99d54b618 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 17

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.108799Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 39b71b55-1e25-4cf3-90a2-8391ab1966a5 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 18

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.095869Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation b776c0b1-36b9-4244-985d-dd61efe65ed6 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.083599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 8259724b-d8a0-47a7-a30e-ffc3c45745bc · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.071497Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 7ff6b785-74f8-463a-9eeb-e14d0d79de7b · outbound

This paper cites Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Understanding Data Movement in AMD Multi-GPU Systems with Infinity Fabric

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-08T19:49:45.844138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ecc69f0-b5ae-4666-b72c-f3a1389aa17c · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.057731Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 5fb06f57-7188-43b2-8e35-4c3f2482b586 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.041894Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation db81f440-3b2f-435f-95e6-f485432e65f2 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.028808Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 20cd4ed4-c48b-4056-8c70-bbee4f5c828d · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-08T19:49:45.915346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 092b649b-0214-43ba-87e5-c085ed6d7227 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 26

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.015019Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 10a1a995-f80c-4088-a72c-11300f983027 · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 27

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:46.001991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation 22ebc93b-5018-46dd-9835-48d57d1123ae · outbound

This paper cites an unresolved cited work.

Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-08T19:49:45.987030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Pith citing papers

Observation d27fdaf7-96ba-4650-a255-8143c89ddfcd · inbound

TriADA: Massively Parallel Trilinear Matrix-by-Tensor Multiply-Add Algorithm and Device Architecture for the Acceleration of 3D Discrete Transformations cites this paper.

TriADA: Massively Parallel Trilinear Matrix-by-Tensor Multiply-Add Algorithm and Device Architecture for the Acceleration of 3D Discrete Transformations Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T22:04:35.467098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e1d17d2-88c0-424f-861c-5ba53cc696f4 · inbound

VibeServe: Can AI Agents Build Bespoke LLM Serving Systems? cites this paper.

VibeServe: Can AI Agents Build Bespoke LLM Serving Systems? Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-11T19:56:07.383697Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation e201b91f-4b24-449b-bf8f-237695e13cab · inbound

Rigel: Reverse-Engineering the Metal 4.1 Tensor Compute Path on the Apple M4 Max GPU cites this paper.

Rigel: Reverse-Engineering the Metal 4.1 Tensor Compute Path on the Apple M4 Max GPU Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-07-03T14:08:21.711483Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.

Observation f935cb25-9dff-4305-b2c8-14fba7d078c2 · inbound

Above the Inner Loop: Exceeding Accelerate at LLM Prefill GEMM on the M1 AMX cites this paper.

Above the Inner Loop: Exceeding Accelerate at LLM Prefill GEMM on the M1 AMX Apple vs. Oranges: Evaluating the Apple Silicon M-Series SoCs for HPC Performance and Efficiency

Reference 3

Resolution: metadata mismatch; arxiv_id, observed 2026-07-04T20:50:12.075522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-12T06:34:41.77262+00:00.