Paper Citation Record · LEDGER

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference

As of 19 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 1 inbound Pith citation observation for arXiv:2506.11728.

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

pith.paper-citation-record.v1
2506.11728 v1

Coverage vector

measured 33 of 33 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:08:52.377277Z

measured 34 of 34 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T00:06:41.261260Z

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

33 of 33 outbound references displayed

verified exact3
verified fuzzy11
unresolved17
parse uncertain0
malformed identifier0
metadata mismatch2

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation fbceb622-ee0a-4c1c-908e-12266d45a05b · outbound

This paper cites Hubara, M.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Hubara, M

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:02.122706Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 75a43885-41e5-4765-929d-c0654e3d013c · outbound

This paper cites Dettmers, M.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Dettmers, M

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:01.833344Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d74b0998-90bb-4f33-b87e-52281fc8d066 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 3

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:09:01.622030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation d751a757-6196-4db3-b700-89d99b681aa4 · outbound

This paper cites Mart ´ınez, S.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Mart ´ınez, S

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:08:53.883351Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fd99ca8a-406c-43c8-9f68-b0c083cd1307 · outbound

This paper cites Kågstr ¨om, P.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Kågstr ¨om, P

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-07T04:08:53.618308Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 8e569eda-6072-4e53-a1d0-64a95efd689f · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:09:01.322501Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation b590c607-736e-4ade-9675-278922d8fe55 · outbound

This paper cites Goodfellow, Y.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Goodfellow, Y

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:49.525425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation abfd881f-7f36-48ad-8a5b-2d2dcbdcf081 · outbound

This paper cites Vaswani, N.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Vaswani, N

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:00.410289Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 0db30753-c0fe-42db-ac94-f49e23546a3f · outbound

This paper cites Chollet, Deep Learning with Python, Manning Publications, 2017.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Chollet, Deep Learning with Python, Manning Publications, 2017

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:09:00.196639Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 3d74a894-a6c5-4de7-b1aa-082a0b9dc70c · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 10

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:59.984237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 37a10df4-4a1f-4002-8ff4-ffdc23698914 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:59.695493Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bad8309c-9a43-441e-85fd-a1beb2a362d6 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:59.389402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5e2cf803-eef3-44ea-8982-de4f2e6cc36b · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.191582Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef6b89e4-faee-4965-8361-d24a7bb6c5a1 · outbound

This paper cites SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference SparAMX: Accelerating Compressed LLMs Token Generation on AMX-powered CPUs

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.319837Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d202337-fa01-4800-95fa-0f169be7914b · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:50.469146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4c620fe-c832-4030-9622-c12703d3370e · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 16

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:59.163972Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 277368bf-f1d3-4ab2-a3dd-09f7b38e18f0 · outbound

This paper cites Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Hello SME! Generating Fast Matrix Multiplication Kernels Using the Scalable Matrix Extension

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:08:53.192875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 16d89dbf-0041-4e1c-918f-b141dcd4b761 · outbound

This paper cites URLhttps://www.intel.com/content/ www/us/en/content-details/671488/ intel-64-and-ia-32-architectures-optimization-\ \reference-manual-volume-1.html.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference URLhttps://www.intel.com/content/ www/us/en/content-details/671488/ intel-64-and-ia-32-architectures-optimization-\ \reference-manual-volume-1.html

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:58.924129Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bea1851e-99eb-4faf-98dc-d983a2f0d8d9 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:58.658477Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 74ad411b-29e7-4570-bdb2-b0d3e3422b19 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 20

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:58.413337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6a4def74-8637-4f64-90a6-2e5a2778e291 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 21

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:58.181654Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2b4803e3-568d-478e-9b83-c6587b2d7830 · outbound

This paper cites Williams, A.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Williams, A

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:57.967122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 1ed05f85-aa7d-4e25-b94c-e3c36d9e1bad · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:08:55.487206Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ab389ba9-7613-4b6a-b5da-f55c4d8c70ed · outbound

This paper cites PQS (Prune, Quantize, and Sort): Low-Bitwidth Accumulation of Dot Products in Neural Network Computations.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference PQS (Prune, Quantize, and Sort): Low-Bitwidth Accumulation of Dot Products in Neural Network Computations

Reference 24

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:08:53.030621Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7cc5e380-f76a-4f41-a07d-b9bbf518af48 · outbound

This paper cites Fighting Quantization Bias With Bias.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Fighting Quantization Bias With Bias

Reference 25

Resolution: verified exact; local_arxiv, observed 2026-08-07T04:08:52.771396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 09f51e13-82b1-4ceb-8ffa-a8b2079b5a91 · outbound

This paper cites an unresolved cited work.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Unresolved cited work

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.603171Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec94f274-81ca-425f-9a85-2910879b5f63 · outbound

This paper cites Sze, Y .-H.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Sze, Y .-H

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.696594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92a17209-5c4d-4cd3-8760-e07154ef45ce · outbound

This paper cites Krizhevsky, I.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Krizhevsky, I

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T04:08:51.805074Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e3233d72-5823-4845-a94a-1c604e69e1fe · outbound

This paper cites Chellapilla, S.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Chellapilla, S

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:55.102646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 7fa63a19-aa73-47fa-bda7-68cb8c30fdb9 · outbound

This paper cites Devlin, M.-W.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Devlin, M.-W

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.775309Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ee72f9e4-0cb2-45ef-a383-8a00ac6e17ab · outbound

This paper cites Socher, A.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Socher, A

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.530369Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation edf860c5-8027-403b-bef3-9c189331a5a3 · outbound

This paper cites Kluska, M.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Kluska, M

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.315252Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 084ebaf8-862e-43ef-8690-7aafee59dbb5 · outbound

This paper cites Mart ´ınez, F.

The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference Mart ´ınez, F

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:08:54.087794Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 62ac87a6-069d-4f37-868e-d358cf37bf1e · inbound

INT8 Quantization Makes ARM Edge Inference Dispatch-Invariant cites this paper.

INT8 Quantization Makes ARM Edge Inference Dispatch-Invariant The Cambrian Explosion of Mixed-Precision Matrix Multiplication for Quantized Deep Learning Inference

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T00:06:41.261260Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.