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fix(data): resolve GPU conflicts against manufacturer specifications - #290

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fix/gpu-conflicts-manufacturer
Sep 26, 2026
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fix/gpu-conflicts-manufacturer

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@Seungpyo1007

@Seungpyo1007 Seungpyo1007 commented Sep 26, 2026 •

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Summary

Reviewed 80 of the 129 conflict records listed in #260 against AMD/NVIDIA specifications and official manufacturer publications. Corrected five fields in four records, retained valid configurations and clock labels, and preserved every verified value and existing source URL. Only changed records receive additional manufacturer URLs.

The RTX PRO 5000 record has 72GB of memory, so its date follows that exact variant rather than the original 48GB family announcement. No clock conversion is made when a source only publishes a game or peak clock, and no small GHz-rounding differences are treated as errors.

Changed fields

Record Field Before After Manufacturer evidence
amd/instinct-mi355x release_date 2025-10-01 2025-06-12 official source 1, official source 2
amd/radeon-rx-6700 base_clock_mhz 2174 1941 official source 1
amd/radeon-rx-6700 boost_clock_mhz 2495 2450 official source 1
amd/radeon-rx-7900-gre release_date 2023-10-19 2023-07-27 official source 1
nvidia/rtx-pro-5000-blackwell release_date 2025-12-09 2025-12-18 official source 1, official source 2

Dataset confirmed

The statements below confirm only the named fields/configurations; other disputed fields are listed separately. Unchanged records receive no source-only edits.

  • amd/instinct-mi210 — dataset confirmed: boost_clock_mhz=1700: AMD publishes Peak Engine Clock. manufacturer source 1
  • amd/instinct-mi325x — dataset confirmed: release_date=2024-10-10; memory_type=HBM3e: explicit official launch and memory specifications. manufacturer source 1
  • amd/radeon-rx-480 — dataset confirmed: boost_clock_mhz=1266; memory_gb=8 is explicitly used in AMD official product testing; Polaris is AMD architecture branding (GCN generation is a different label). manufacturer source 1, manufacturer source 2, manufacturer source 3
  • amd/radeon-rx-5300 — dataset confirmed: boost_clock_mhz=1645: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-5500-xt — dataset confirmed: boost_clock_mhz=1845: explicit Boost Frequency; memory_gb=8: official maximum/configuration. manufacturer source 1
  • amd/radeon-rx-5600-xt — dataset confirmed: boost_clock_mhz=1620: AMD lists the ASRock Challenger D 6G OC board at 1620, while the generic GPU support page lists 1560; valid board variant preserved. manufacturer source 1
  • amd/radeon-rx-5700 — dataset confirmed: boost_clock_mhz=1725: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-5700-xt — dataset confirmed: boost_clock_mhz=1905: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-590 — dataset confirmed: architecture=Polaris: AMD explicitly identifies the product as Polaris with fourth-generation GCN cores. manufacturer source 1
  • amd/radeon-rx-6400 — dataset confirmed: boost_clock_mhz=2321: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6500-xt — dataset confirmed: boost_clock_mhz=2815: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6600 — dataset confirmed: boost_clock_mhz=2491: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6600-xt — dataset confirmed: boost_clock_mhz=2589: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6650-xt — dataset confirmed: boost_clock_mhz=2635: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6700-xt — dataset confirmed: boost_clock_mhz=2581: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6750-xt — dataset confirmed: boost_clock_mhz=2600: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6800 — dataset confirmed: boost_clock_mhz=2105: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6800-xt — dataset confirmed: boost_clock_mhz=2250: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6900-xt — dataset confirmed: boost_clock_mhz=2250: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-6950-xt — dataset confirmed: boost_clock_mhz=2310: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7600 — dataset confirmed: boost_clock_mhz=2655: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7600-xt — dataset confirmed: boost_clock_mhz=2755: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7700-xt — dataset confirmed: boost_clock_mhz=2544: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7800-xt — dataset confirmed: boost_clock_mhz=2430: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7900-gre — dataset confirmed: boost_clock_mhz=2245: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7900-xt — dataset confirmed: boost_clock_mhz=2400: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-7900-xtx — dataset confirmed: boost_clock_mhz=2500: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-9060-xt — dataset confirmed: boost_clock_mhz=3130: explicit Boost Frequency; memory_gb=16: exact 16GB product page. manufacturer source 1
  • amd/radeon-rx-9070 — dataset confirmed: boost_clock_mhz=2520: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-9070-gre — dataset confirmed: boost_clock_mhz=2790: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-9070-xt — dataset confirmed: boost_clock_mhz=2970: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-vega-56 — dataset confirmed: boost_clock_mhz=1471: explicit Boost Frequency. manufacturer source 1
  • amd/radeon-rx-vega-64 — dataset confirmed: boost_clock_mhz=1546: explicit Boost Frequency. manufacturer source 1
  • nvidia/geforce-gtx-1080-ti — dataset confirmed: boost_clock_mhz=1582: official reference/Founders Edition comparison. manufacturer source 1
  • nvidia/geforce-gtx-1650-super — dataset confirmed: boost_clock_mhz=1725: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-gtx-1660-super — dataset confirmed: boost_clock_mhz=1785: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-gtx-660 — dataset confirmed: boost_clock_mhz=1033: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-660-ti — dataset confirmed: boost_clock_mhz=980: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-670 — dataset confirmed: boost_clock_mhz=980: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-750-ti — dataset confirmed: boost_clock_mhz=1085: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-760 — dataset confirmed: boost_clock_mhz=1033: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-780-ti — dataset confirmed: boost_clock_mhz=928: official reference specification (GTX 670 labels the pair Graphics/Processor Clock). manufacturer source 1
  • nvidia/geforce-gtx-970 — dataset confirmed: boost_clock_mhz=1178: explicit official Boost Clock in the product specifications. manufacturer source 1
  • nvidia/geforce-gtx-980-ti — dataset confirmed: boost_clock_mhz=1075: explicit official Boost Clock in the product specifications. manufacturer source 1
  • nvidia/geforce-rtx-2060-super — dataset confirmed: boost_clock_mhz=1650: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-2080-ti — dataset confirmed: boost_clock_mhz=1545: explicit reference value; 1635 is Founders Edition. manufacturer source 1
  • nvidia/geforce-rtx-3070 — dataset confirmed: boost_clock_mhz=1725: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-3080 — dataset confirmed: boost_clock_mhz=1710: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-3080-ti — dataset confirmed: boost_clock_mhz=1665: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-3090 — dataset confirmed: boost_clock_mhz=1695: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-3090-ti — dataset confirmed: boost_clock_mhz=1860: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4070-super — dataset confirmed: boost_clock_mhz=2475: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4070-ti — dataset confirmed: boost_clock_mhz=2610: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4080 — dataset confirmed: boost_clock_mhz=2505: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4080-super — dataset confirmed: boost_clock_mhz=2550: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4090 — dataset confirmed: boost_clock_mhz=2520: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-4090-d — dataset confirmed: boost_clock_mhz=2520: exact China-market GPU page lists 2.52 GHz. manufacturer source 1
  • nvidia/geforce-rtx-5050 — dataset confirmed: boost_clock_mhz=2572: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-5060 — dataset confirmed: boost_clock_mhz=2497: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-5060-ti — dataset confirmed: boost_clock_mhz=2572: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label; memory_gb=16: NVIDIA lists both 16GB and 8GB configurations. manufacturer source 1
  • nvidia/geforce-rtx-5070 — dataset confirmed: boost_clock_mhz=2512: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-5070-ti — dataset confirmed: boost_clock_mhz=2452: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-5080 — dataset confirmed: boost_clock_mhz=2617: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/geforce-rtx-5090 — dataset confirmed: boost_clock_mhz=2407: NVIDIA boost specification (GHz values rounded to two decimals where published); the Wikipedia value is a base-clock label. manufacturer source 1
  • nvidia/quadro-rtx-4000 — dataset confirmed: tdp_w=160: manufacturer power specification. manufacturer source 1
  • nvidia/quadro-rtx-5000 — dataset confirmed: tdp_w=230: manufacturer power specification is Total Graphics Power; separate Total Board Power includes the additional VirtualLink allowance; no power-label normalization performed. manufacturer source 1
  • nvidia/quadro-rtx-6000 — dataset confirmed: tdp_w=260: manufacturer power specification is Total Graphics Power; separate Total Board Power includes the additional VirtualLink allowance; no power-label normalization performed. manufacturer source 1
  • nvidia/quadro-rtx-8000 — dataset confirmed: tdp_w=295: manufacturer power specification is explicit Total Board Power. manufacturer source 1
  • nvidia/rtx-pro-5000-blackwell — dataset confirmed: memory_gb=72: NVIDIA product page lists both 48GB and 72GB variants. manufacturer source 1, manufacturer source 2
  • amd/radeon-r9-280 — dataset confirmed: boost_clock_mhz=933: explicit Boost Frequency. manufacturer source 1

Still unresolved / deliberately unchanged

Manufacturer omissions, board variants, taxonomy distinctions, and announcement-versus-availability timing do not justify replacing these fields.

  • amd/instinct-mi300x — base_clock_mhz: Peak Engine Clock is not an explicit base clock; unchanged. manufacturer source 1
  • amd/instinct-mi325x — base_clock_mhz: Peak Engine Clock is not an explicit base clock; unchanged. manufacturer source 1
  • amd/instinct-mi350x — base_clock_mhz: Peak Engine Clock is not an explicit base clock; unchanged. manufacturer source 1
  • amd/instinct-mi355x — base_clock_mhz: Peak Engine Clock is not an explicit base clock; unchanged; release_date corrected to AMD launch date 2025-06-12. manufacturer source 1
  • amd/radeon-pro-w6800 — base/boost clocks: manufacturer product specifications and datasheets omit engine clocks; no values inferred from throughput. manufacturer source 1, manufacturer source 2
  • amd/radeon-pro-w7800 — base/boost clocks: manufacturer product specifications and datasheets omit engine clocks; no values inferred from throughput. manufacturer source 1, manufacturer source 2
  • amd/radeon-pro-w7900 — base/boost clocks: manufacturer product specifications and datasheets omit engine clocks; no values inferred from throughput. manufacturer source 1, manufacturer source 2
  • amd/radeon-rx-5300 — base_clock_mhz: 1448 is labeled Game Frequency; no explicit base frequency published, so no replacement inferred. manufacturer source 1
  • amd/radeon-rx-5500-xt — base_clock_mhz: 1717 is Game Frequency; no base frequency in official specifications. manufacturer source 1
  • amd/radeon-rx-6400 — release_date: product page lists 2022-01-19, whereas stored 2022-04-20 may represent retail availability; OEM/retail timing cannot be equated unambiguously. manufacturer source 1
  • amd/radeon-rx-6700 — release_date: AMD lists 2021-06-09; precise launch versus retail timing is not established, so the stored date remains; clocks corrected to explicit base=1941 and boost=2450 (2174 is game frequency). manufacturer source 1
  • amd/radeon-rx-7700-xt — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged. manufacturer source 1
  • amd/radeon-rx-7800-xt — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged. manufacturer source 1
  • amd/radeon-rx-7900-gre — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged; release_date corrected to explicit AMD launch date 2023-07-27. manufacturer source 1
  • amd/radeon-rx-9060-xt — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged. manufacturer source 1
  • amd/radeon-rx-9070 — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged. manufacturer source 1
  • amd/radeon-rx-9070-gre — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged; release_date: no exact launch date in product specifications. manufacturer source 1
  • amd/radeon-rx-9070-xt — base_clock_mhz: official page states game and boost frequencies, but no explicit base frequency; unchanged. manufacturer source 1
  • amd/radeon-rx-vega-56 — architecture: Vega family versus GCN generation is a taxonomy distinction; no relabeling inferred from the support page. manufacturer source 1
  • amd/radeon-rx-vega-64 — architecture: Vega family versus GCN generation is a taxonomy distinction; no relabeling inferred from the support page. manufacturer source 1
  • nvidia/geforce-gtx-275 — release_date: official archive places the announcement in early April 2009 but the linked original release redirects to an unrelated page; no exact replacement supported. manufacturer source 1
  • nvidia/rtx-pro-4000-blackwell — release_date: March 18, 2025 is a family announcement; exact later SKU availability is not established in product specifications. manufacturer source 1, manufacturer source 2
  • nvidia/rtx-pro-4500-blackwell — release_date: March 18, 2025 is a family announcement; exact later SKU availability is not established in product specifications. manufacturer source 1, manufacturer source 2
  • nvidia/rtx-pro-5000-blackwell — base_clock_mhz: product specifications do not publish an explicit base clock; unchanged; date corrected to exact 72GB variant general availability on 2025-12-18. manufacturer source 1, manufacturer source 2

Scope and validation

  • 80 unique conflict records reviewed; 4 changed; remaining 49 conflicts from Correct GPU values cross-checked against Wikipedia lists #260 are outside this capped pass.
  • PYTHONIOENCODING=utf-8 python -m app.validate — passed.
  • Semantic review confirms only the listed fields and appended source_urls changed; verified and all other fields are identical.

Closes #1

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TechEngineBot commented Sep 26, 2026 •

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🔎 Data verification — Tier 0 (offline existence/trust)

Scored by app.verify; posted by TechEngineBot. Informational only — the structural gate (app.validate) is separate and authoritative for merge.

Changed records in this PR

2127 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 1962
    "Yellow" : 165
    "Red" : 0
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
soc 🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨 182 45 137 0 24.7%
tablet 🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨 4 0 4 0 0.0%
gpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨 927 912 15 0 98.4%
cpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨 1014 1005 9 0 99.1%
All 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨 2127 1962 165 0 92.2%

Full-dataset baseline

106343 record(s) scored.

%%{init: {"theme":"base","themeVariables":{"pie1":"#3fb950","pie2":"#d29922","pie3":"#f85149","pieStrokeWidth":"0px","pieOpacity":"1"}}}%%
pie showData
    title Verification bands — all records
    "Green" : 24592
    "Yellow" : 80696
    "Red" : 1055
Loading
Category Distribution Total 🟢 🟡 🔴 🟢 %
brand 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 207 122 85 0 58.9%
soc 🟩🟩🟨🟨🟨🟨🟨🟥🟥🟥🟥🟥 2105 282 827 996 13.4%
smartphone 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 93407 17990 75363 54 19.3%
tablet 🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 3459 292 3166 1 8.4%
watch 🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟨🟥 442 83 356 3 18.8%
pda 🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨🟨🟨 140 83 57 0 59.3%
gpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟨🟨 2076 1529 547 0 73.7%
cpu 🟩🟩🟩🟩🟩🟩🟩🟩🟩🟩🟨🟥 4507 4211 295 1 93.4%
All 🟩🟩🟩🟨🟨🟨🟨🟨🟨🟨🟨🟥 106343 24592 80696 1055 23.1%

Hard violations (forced red):

Count Check
1 !boost_ge_base

green = authoritative source + complete + consistent · yellow = plausible, needs confirmation · red = sparse/weak source or a hard contradiction. Promotion to verified runs in the scheduled verify-network workflow.

The cited NVIDIA post announces general availability of the separate
72 GB variant on 2025-12-18, not the 48 GB card this record describes.
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Review: reverted the rtx-pro-5000-blackwell date change. The NVIDIA blog post cited is the general-availability announcement for the 72 GB variant (rtx-pro-5000-72-gb-blackwell); it only mentions the 48 GB card as an existing option. The other three changes (RX 6700 clocks, RX 7900 GRE 2023-07-27, MI355X 2025-06-12) look right.

@Seungpyo1007
Seungpyo1007 merged commit e582e0a into develop Sep 26, 2026
5 checks passed
@Seungpyo1007
Seungpyo1007 deleted the fix/gpu-conflicts-manufacturer branch September 26, 2026 13:31
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TechEngine change review: PASS

Check Result
python -m app.validate PASS
New hard integrity anomalies vs PR base PASS

Changed data

Category Added Modified Deleted Added verified Added unverified Added Kaggle-sourced
brand 0 0 0 0 0 0
soc 0 0 0 0 0 0
smartphone 0 0 0 0 0 0
tablet 0 0 0 0 0 0
watch 0 0 0 0 0 0
pda 0 0 0 0 0 0
gpu 0 3 0 0 0 0
cpu 0 0 0 0 0 0

Changed record examples

gpu modified

  • gpu/amd/2022/consumer/radeon-rx-6700.json - Radeon RX 6700
  • gpu/amd/2023/consumer/radeon-rx-7900-gre.json - Radeon RX 7900 GRE
  • gpu/amd/2025/enterprise/instinct-mi355x.json - Instinct MI355X

Heuristic review

  • Heuristic warnings: none found.

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TechEngine validation stats: PASS

Data summary

Category Total Verified Unverified Missing verified Tracked Verified % of tracked
brand 207 122 85 0 207 58.9%
soc 2105 193 1912 0 2105 9.2%
smartphone 93407 17501 75906 0 93407 18.7%
tablet 3459 273 3186 0 3459 7.9%
watch 442 39 403 0 442 8.8%
pda 140 74 66 0 140 52.9%
gpu 2076 1026 1050 0 2076 49.4%
cpu 4507 2869 1638 0 4507 63.7%
all 106343 22097 84246 0 106343 20.8%

Warning

Tracked verified coverage is below 50% for tablet 7.9% (273/3459), watch 8.8% (39/442), soc 9.2% (193/2105), smartphone 18.7% (17501/93407), all 20.8% (22097/106343), gpu 49.4% (1026/2076).
Tracked coverage excludes records missing the verified field; see the Missing verified column for those records.
This does not fail validation. Keep imported records verified: false until manual audit, but treat this as follow-up verification work before relying on the affected categories as curated data.

Validation notes

  • The integrity gate blocks only hard anomalies introduced by this PR relative to its merge base.
  • Full advisory outlier listings are suppressed on successful runs because they are dataset-wide and mostly stable between PRs.
  • Failure runs still include a detailed log excerpt for debugging.

Key output:

## app.validate
## integrity_check.py (PR head compared with PR base)
loaded CPU=4507 GPU=2076
Integrity section Flagged lines
structural 18
CPU name/tier consistency (desktop mainstream only) 0
CPU single>multi (cinebench/geekbench — should be multi>=single) 0
CPU era-vs-score outliers 8
CPU cross-source ratio outliers (possible wrong-variant) 131
GPU cross-source ratio outliers + sanity 51

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