Benchmarks report #59
bench_report.yml
on: workflow_dispatch
Benchmark report
14s
Annotations
1 error and 10 warnings
Benchmark report
# :warning: **Performance Alert** :warning:
Possible performance regression was detected for benchmark.
Benchmark result of this commit is worse than the previous benchmark result exceeding threshold `2`.
| Benchmark suite | Current: 6e4e36b2aaaaf4fc5cbc70dcd5391511018d9ec4 | Previous: 1263887a86d46603248b7159af98f0521a9f3962 | Ratio |
|-|-|-|-|
| `matmul_split_0_N1_GPU - CPU_UTIL` | `78.28535056033125` % (`14.311302965133223`) | `27.80283325214047` % (`1.9769321634167238`) | `2.82` |
| `matmul_split_1_N1_GPU - CPU_UTIL` | `77.61872237096966` % (`14.749949007559067`) | `27.76292370831875` % (`2.0156135458984954`) | `2.80` |
| `qr_split_0_N1_GPU - CPU_UTIL` | `74.45545429495755` % (`16.65562429998959`) | `27.714046965490503` % (`2.672384448014711`) | `2.69` |
| `qr_split_1_N1_GPU - CPU_UTIL` | `69.11940371868863` % (`20.111175182001954`) | `27.616742847605185` % (`4.3888328198478215`) | `2.50` |
| `lanczos_N1_GPU - CPU_UTIL` | `61.36366018127073` % (`26.66766641782859`) | `27.239417448253704` % (`6.159247516566504`) | `2.25` |
| `hierachical_svd_rank_N1_GPU - CPU_UTIL` | `58.428407570410435` % (`29.667526916555104`) | `26.80741564996692` % (`7.162158915217585`) | `2.18` |
| `hierachical_svd_tol_N1_GPU - CPU_UTIL` | `58.45558605288337` % (`29.70946968682513`) | `26.663289874500766` % (`7.3981893421345`) | `2.19` |
| `kmeans_N1_GPU - CPU_UTIL` | `56.57488562765569` % (`30.21507999339883`) | `26.72284751298718` % (`5.960321703298467`) | `2.12` |
| `kmedians_N1_GPU - CPU_UTIL` | `55.0190629659504` % (`31.16437030277341`) | `25.860405864337018` % (`5.788999667752928`) | `2.13` |
| `kmedoids_N1_GPU - CPU_UTIL` | `54.41204760644764` % (`30.18324382577063`) | `26.200922750465033` % (`6.097060161023925`) | `2.08` |
| `matmul_split_0_N4_CPU - CPU_UTIL` | `100` % | `32.43990420864587` % (`1.4887838541450238`) | `3.08` |
| `matmul_split_1_N4_CPU - CPU_UTIL` | `99.99810589584578` % (`0.005682312462678851`) | `33.05204167435624` % (`2.647340943046397`) | `3.03` |
| `qr_split_0_N4_CPU - CPU_UTIL` | `99.9972466629242` % (`0.008260011227393704`) | `33.2160765755306` % (`2.8452034820008105`) | `3.01` |
| `qr_split_1_N4_CPU - CPU_UTIL` | `100` % | `33.6986170023206` % (`2.854407545131399`) | `2.97` |
| `lanczos_N4_CPU - CPU_UTIL` | `99.99541669857761` % (`0.012463851418677245`) | `33.220768378169915` % (`2.7875687016370847`) | `3.01` |
| `hierachical_svd_rank_N4_CPU - CPU_UTIL` | `99.9926390120869` % (`0.015095502524985495`) | `33.05225744221973` % (`2.8421281384344415`) | `3.03` |
| `hierachical_svd_tol_N4_CPU - CPU_UTIL` | `99.9930832212846` % (`0.015281195171086975`) | `33.04891224263389` % (`2.846216521513313`) | `3.03` |
| `kmeans_N4_CPU - CPU_UTIL` | `99.99584603576932` % (`0.012197902130786255`) | `33.12431873225857` % (`2.8600381952045613`) | `3.02` |
| `kmedians_N4_CPU - CPU_UTIL` | `100` % | `33.789743369765` % (`3.2844096073140956`) | `2.96` |
| `kmedoids_N4_CPU - CPU_UTIL` | `100` % | `34.302382302523085` % (`4.19501760547562`) | `2.92` |
| `reshape_N4_CPU - CPU_UTIL` | `100` % | `34.09026417791205` % (`4.2243450219675465`) | `2.93` |
| `concatenate_N4_CPU - CPU_UTIL` | `100` % | `33.24810468640497` % (`3.614941664140934`) | `3.01` |
| `apply_inplace_standard_scaler_and_inverse_N4_CPU - CPU_UTIL` | `100` % | `32.89176673709183` % (`3.06415573992863`) | `3.04` |
| `apply_inplace_min_max_scaler_and_inverse_N4_CPU - CPU_UTIL` | `100` % | `32.89528772416679` % (`3.0420168486656025`) | `3.04` |
| `apply_inplace_max_abs_scaler_and_inverse_N4_CPU - CPU_UTIL` | `100` % | `32.89768183845571` % (`3.038991410303417`) | `3.04` |
| `apply_inplace_robust_scaler_and_inverse_N4_CPU - CPU_UTIL` | `99.99900001525879` % (`0.0029999542236311075`) | `33.779489229507526` % (`2.7101066216574003`) | `2.96` |
| `apply_inplace_normalizer_N4_CPU - CPU_UTIL` | `100` % | `33.770753730947504` % (`3.0434023803441543`) | `2.96` |
This comment was automatically generated by [workflow](https://github.com/helmholtz-analytics/heat/actions?query=workflow%3ABenchmarks%20report) using [github-action-benchmark](https://github.com/marketplace/actions/continuous-benc
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Benchmark report
Performance alert! Previous value was 27.80283325214047 and current value is 78.28535056033125. It is 2.8157328373828325x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 27.76292370831875 and current value is 77.61872237096966. It is 2.795769033061614x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 27.714046965490503 and current value is 74.45545429495755. It is 2.686560154410844x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 27.616742847605185 and current value is 69.11940371868863. It is 2.5028079560324543x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 27.239417448253704 and current value is 61.36366018127073. It is 2.2527522953764456x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 26.80741564996692 and current value is 58.428407570410435. It is 2.1795613696347687x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 26.663289874500766 and current value is 58.45558605288337. It is 2.192362095151166x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 26.72284751298718 and current value is 56.57488562765569. It is 2.1170979477452976x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 25.860405864337018 and current value is 55.0190629659504. It is 2.1275405828732503x worse than previous exceeding a ratio threshold 2
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Benchmark report
Performance alert! Previous value was 26.200922750465033 and current value is 54.41204760644764. It is 2.076722569073713x worse than previous exceeding a ratio threshold 2
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