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Paper Citation Record · LEDGER

The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism

As of 17 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 1 inbound Pith citation observation for arXiv:2007.12856.

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

pith.paper-citation-record.v1
2007.12856 v1

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 1 of 1 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-15T17:34:48.867658Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-15T17:34:49.106315Z

Reference resolution

0 of 0 outbound references displayed

  • verified exact0
  • verified fuzzy0
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 282307b2-af63-4be3-942c-93165609da87 · inbound

EMLIO: Minimizing I/O Latency and Energy Consumption for Large-Scale AI Training cites this paper.

EMLIO: Minimizing I/O Latency and Energy Consumption for Large-Scale AI Training The Case for Strong Scaling in Deep Learning: Training Large 3D CNNs with Hybrid Parallelism

Reference 36

Resolution
verified exact
local_arxiv, observed 2026-08-15T17:34:49.110452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-15T17:34:48.867658Z digest=sha256:de4415b8e948ebcbb62451a0714307b464e0180d69796a4749cb95e94b4e9a79