rewirebio.iobenchmarks
Result

2.59 runtime

oconnell2023-gcp-a2-gpu2-lofreq runtime (workflow wall-clock, printed in hours)

Tested configuration
Parabricks 3.7.0-1, 2 A100 GPUs on GCP a2-highgpu (O'Connell et al. 2023)
Protocol
LoFreq execution on CPU and GPU cloud and DGX machines (O'Connell et al. 2023 Table 1)
Dataset
Synthetic tumour BAM: HG002 30x with 198 SNVs added by SomatoSim v1.0.0
Procedure
model-execution-20261009-protocol-oconnell2023-lofreq
Evaluation
LoFreq on Parabricks 3.7.0-1, 2 A100 GPUs on GCP a2-highgpu (O'Connell et al. 2023)
Coverage
Not reported scored / Not reported eligible
Uncertainty
Not reported by the source: Single recorded run per cell; no repeats or intervals printed
Evidence
Independent external evaluation · source checkedAccelerating genomic workflows using NVIDIA Parabricks · Table 1, row 28 (GCP, GPU2, LoFreq), column 'Time (h)'

A source-checked result verifies the numerical transcription, not every model or protocol detail. Evaluation metadata: source checked. Source checked does not mean independently reproduced.

Reproduction

Split
Single sample
Adaptation
Not reported
Scoring implementation
Workflow wall-clock; cost from on-demand hourly price

No execution recipe has been verified for this exact configuration and evaluation. A benchmark's general instructions may use different inputs, splits or model settings.

Reproducing this published result requires matching its model configuration, data, split and scorer. Source checking or a successful smoke test does not establish score reproduction.

Evidence

Source checking verifies the cited claim or transcription. It does not establish independent reproduction.

Evidence table

Inspect claims, sources and review details

Trace each statement to its source and review. A context-only reference supports the record generally; it does not verify an individual field. Source checking does not reproduce an experiment.

One row per statement and cited source. Multiple citations are not independent evaluations. Shared locators are labelled explicitly.

1 evidence row matching the loaded filters

Claims, original sources and review scope · Release 2026-10-09-8cc1db47c7f9
Property and statementOriginal source and locationReview and provenance
Reported result
2.59
Individual claims
Accelerating genomic workflows using NVIDIA Parabricks

Original source ↗

Table 1, row 28 (GCP, GPU2, LoFreq), column 'Time (h)'

Version: BMC Bioinformatics 24:221, published 2023-05-31; PMC10230726 full-text XML
Retrieved: 2026-10-09T20:20:46Z

source checked

["source-hash-verification","deterministic-table-parse","independent-cell-check"] · 2026-10-09T20:46:48Z

independent paper

Audit details

Extracted by deterministic parse of Table 1 (table-wrap Tab1) in the pinned article XML (extract/extract_model_execution.py), with the header, platform, pipeline, VM-type and variant-caller labels asserted; blank Platform and Variant-caller cells inherit the row above, as the table layout shows. printed_value is the cell text. Independent review 2026-10-09: printed value, numeric value, metric, qualifier, unit, direction, locator and configuration and protocol identity match the source.

Field: attributes.printed_value

Source artifact SHA-256: 1d9c27beb3780a153bc6d80817bf098539e5c605107da0e88f34d6e0d56f3e4f

Hash scope: Hash scope not separately documented; inspect source record

Inspected artifact

Extraction artifact SHA-256: 1d9c27beb3780a153bc6d80817bf098539e5c605107da0e88f34d6e0d56f3e4f

Extraction artifact

Sources and history

Release 2026-10-09-8cc1db47c7f9 · Record review: source checked

1 source records and release historyDownload this release (gzip)
Technical metadata and extraction receipts

Stable ID: model-execution-20261009-result-oconnell2023-gcp-a2-gpu2-lofreq-runtime-hours

metric
runtime
metric direction
lower
unit
hour
metric qualifier
workflow wall-clock, printed in hours
printed value
2.59
numeric value
2.59
source locator
Table 1, row 28 (GCP, GPU2, LoFreq), column 'Time (h)'
missing metadata
uncertainty: reason: unreported; note: Single recorded run per cell; no repeats or intervals printed
review
method: source-hash-verification; deterministic-table-parse; independent-cell-check; method note: Re-downloaded the article XML and matched its SHA-256. Parsed table-wrap Tab1 with a separate script written for this review (the extractor's scripts were not imported or run), carrying platform and caller labels down blank cells, and asserted the header and 66 body rows. Checked printed and numeric value, metric, qualifier, unit, direction, locator, and the linked evaluation's configuration and protocol. Recomputed hours from minutes, fold acceleration from the CPU and GPU minutes, % cost-savings from the CPU and GPU costs, and the hourly rate implied by each cost.; reviewer: claude; reviewer note: Separate Claude review agent, independent of the extractor; no human review claimed; reviewed at: 2026-10-09T20:46:48Z; artifact sha256: 1d9c27beb3780a153bc6d80817bf098539e5c605107da0e88f34d6e0d56f3e4f; retrieval url: https://www.ebi.ac.uk/europepmc/webservices/rest/PMC10230726/fullTextXML; note: Extracted by deterministic parse of Table 1 (table-wrap Tab1) in the pinned article XML (extract/extract_model_execution.py), with the header, platform, pipeline, VM-type and variant-caller labels asserted; blank Platform and Variant-caller cells inherit the row above, as the table layout shows. printed_value is the cell text. Independent review 2026-10-09: printed value, numeric value, metric, qualifier, unit, direction, locator and configuration and protocol identity match the source.
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