WIP: devnet notebook #182
Draft
WIP: devnet notebook #182
CodSpeed HQ / CodSpeed Performance Analysis
succeeded
Jul 11, 2025 in 0s
Performance Gate Passed
🎉 Hooray! pytest-codspeed just leveled up to 4.0.0!
A heads-up, this is a breaking change and it might affect your current performance baseline a bit. But here's the exciting part - it's packed with new, cool features and promises improved result stability 🥳!
Curious about what's new? Visit our releases page to delve into all the awesome details about this new version.
Summary
⚡ 44 improvements
✅ 7 untouched benchmarks
Benchmarks breakdown
| Benchmark | BASE |
HEAD |
Change | |
|---|---|---|---|---|
| ⚡ | test_benchmark_fit_known |
266.8 ms | 205.8 ms | +29.63% |
| ⚡ | test_benchmark_loss_gradient[1024-1024] |
4.4 ms | 3.9 ms | +13.83% |
| ⚡ | test_benchmark_loss_gradient[1024-65536] |
4.4 ms | 3.9 ms | +13.81% |
| ⚡ | test_benchmark_feature_signature[128] |
555.7 µs | 407.9 µs | +36.24% |
| ⚡ | test_benchmark_feature_signature[2] |
563.4 µs | 411.9 µs | +36.77% |
| ⚡ | test_benchmark_fit_sklearn[1024] |
5.3 s | 4.5 s | +17.49% |
| ⚡ | test_benchmark_fit_sklearn[128] |
668.1 ms | 568.9 ms | +17.42% |
| ⚡ | test_benchmark_score[1024] |
8.5 ms | 7 ms | +22.18% |
| ⚡ | test_benchmark_score[1048576] |
8.4 s | 6.9 s | +21.17% |
| ⚡ | test_benchmark_score_samples[1-128-1024] |
9.8 ms | 8.3 ms | +18.56% |
| ⚡ | test_benchmark_score_samples[1-128-1048576] |
9.7 s | 8.3 s | +17.57% |
| ⚡ | test_benchmark_score_samples[1-128-1] |
264.8 µs | 127.1 µs | ×2.1 |
| ⚡ | test_benchmark_score_samples[1-128-32] |
614.1 µs | 456.7 µs | +34.47% |
| ⚡ | test_benchmark_score_samples[1-256-1024] |
18 ms | 15.1 ms | +19.5% |
| ⚡ | test_benchmark_score_samples[1-256-1048576] |
17.9 s | 15 s | +19.17% |
| ⚡ | test_benchmark_score_samples[1-256-1] |
276.2 µs | 160.7 µs | +71.83% |
| ⚡ | test_benchmark_score_samples[1-256-32] |
978.7 µs | 773.4 µs | +26.54% |
| ⚡ | test_benchmark_score_samples[1-64-1024] |
5.6 ms | 4.8 ms | +17.47% |
| ⚡ | test_benchmark_score_samples[1-64-1048576] |
5.5 s | 4.7 s | +15.41% |
| ⚡ | test_benchmark_score_samples[1-64-1] |
223.6 µs | 111.5 µs | ×2 |
| ... | ... | ... | ... | ... |
ℹ️ Only the first 20 benchmarks are displayed. Go to the app to view all benchmarks.
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