The authors report that reducing FastGCN's early-stopping window to 10 epochs improved its performance and allowed shorter training time; they caution that FastGCN's originally published CPU benchmark is difficult to compare numerically with their GPU benchmark.

The authors report that reducing FastGCN's early-stopping window to 10 epochs improved its performance and allowed shorter training time; they caution that FastGCN's originally published CPU benchmark is difficult to compare numerically with their GPU benchmark. · CiteArk

Measurement results

0/1 assessed

0 supported0 disputed or conflicting1 not assessed

The complete result group stays with its claim. Assessed rows come first; their judgments do not replace the whole-claim conclusion. Expand a row for conditions, sources, and evidence history.

Each row is a measurement with its reported value, latest available observation, and cumulative evidence state.
Metric and conditions	Reported	Latest observation	Evidence judgment
	10 epochs	—	Not assessed

The authors report that reducing FastGCN's early-stopping window to 10 epochs improved its performance and allowed shorter training time; they caution that FastGCN's originally published CPU benchmark is difficult to compare numerically with their GPU benchmark.

Reported and observed measurements

Assessments (0)

Runs (0)

Measurement results