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Stop our own vector comparisons in benchmark

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This commit is contained in:
laurenspriem
2025-04-09 15:21:20 +05:30
parent 4ce24e080a
commit 77e2bb1d46
1 changed files with 25 additions and 25 deletions
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50
mobile/lib/ui/settings/debug/ml_debug_section_widget.dart
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@@ -279,32 +279,32 @@ class _MLDebugSectionWidgetState extends State<MLDebugSectionWidget> {
'vector db results: ${results.length} results, first: ${results.first}, hundredth: ${results[99]}',
);
// Benchmarking our own vector comparisons
final clipVectors = clipEmbeddings
.map(
(value) => value.vector,
)
.toList();
w?.reset();
int compared = 0;
int ms = DateTime.now().millisecondsSinceEpoch;
for (final faceVector in clipVectors) {
for (final otherFaceVector in clipVectors) {
final _ = 1 - faceVector.dot(otherFaceVector);
}
compared++;
if (compared % 100 == 0) {
final now = DateTime.now().millisecondsSinceEpoch;
logger.info(
'Compared next 100 in ${now - ms} ms, progress: ($compared / ${clipVectors.length})',
);
ms = now;
}
}
// // Benchmarking our own vector comparisons
// final clipVectors = clipEmbeddings
// .map(
// (value) => value.vector,
// )
// .toList();
// w?.reset();
// int compared = 0;
// int ms = DateTime.now().millisecondsSinceEpoch;
// for (final faceVector in clipVectors) {
// for (final otherFaceVector in clipVectors) {
// final _ = 1 - faceVector.dot(otherFaceVector);
// }
// compared++;
// if (compared % 100 == 0) {
// final now = DateTime.now().millisecondsSinceEpoch;
// logger.info(
// 'Compared next 100 in ${now - ms} ms, progress: ($compared / ${clipVectors.length})',
// );
// ms = now;
// }
// }
// w?.log(
// 'Done with ${clipVectors.length * clipVectors.length} (${clipVectors.length} x ${clipVectors.length}}) embeddings comparisons in own method',
// );
w?.log(
'Done with ${clipVectors.length * clipVectors.length} (${clipVectors.length} x ${clipVectors.length}}) embeddings comparisons in own method',
);
await vectorDB.deleteIndex();
} catch (e, s) {
logger.warning('vector DB search failed ', e, s);