DotnetPerformanceRealWorldML BenchmarkDotNet Test (1/4)
Graph
System Test nanosec
Quad-Core Intel Core i7 HashScalarDouble 664561.9274305555
Apple M1 Rosetta HashScalarDouble 828592.324404762
Quad-Core Intel Core i7 HashScalarFloat 566291.0257936508
Apple M1 Rosetta HashScalarFloat 940889.3453256303
Quad-Core Intel Core i7 HashScalarKey 450620.3380787038
Apple M1 Rosetta HashScalarKey 641041.9176666667
Quad-Core Intel Core i7 HashScalarString 1975698.2339638157
Apple M1 Rosetta HashScalarString 2078314.0440972226
Quad-Core Intel Core i7 HashVectorDouble 9456466.405325443
Apple M1 Rosetta HashVectorDouble 1.0422634955555556E7
Quad-Core Intel Core i7 HashVectorFloat 8948434.428571427
Apple M1 Rosetta HashVectorFloat 9672440.221333332
Quad-Core Intel Core i7 HashVectorKey 8282085.89375
Apple M1 Rosetta HashVectorKey 9013225.992857141
Quad-Core Intel Core i7 HashVectorString 2.2413279314285718E7
Apple M1 Rosetta HashVectorString 2.4160115147058822E7
Quad-Core Intel Core i7 TrainKMeansAndLR 1.8433309315789472E7
Quad-Core Intel Core i7 TrainKMeansAndLR 1.8433309315789472E7
Apple M1 Rosetta TrainKMeansAndLR 3.1636671277777776E7
Apple M1 Rosetta TrainKMeansAndLR 3.1636671277777776E7
DotnetPerformanceRealWorldML BenchmarkDotNet Test (2/4)
Graph
System Test nanosec
Quad-Core Intel Core i7 HashScalarString 1975698.2339638157
Apple M1 Rosetta HashScalarString 2078314.0440972226
Quad-Core Intel Core i7 MakeBreastCancerPredictions 124.7243010340092
Apple M1 Rosetta MakeBreastCancerPredictions 134.02330695355707
Quad-Core Intel Core i7 MakeIrisPredictions 346.26196465428274
Apple M1 Rosetta MakeIrisPredictions 435.08751616884837
Quad-Core Intel Core i7 MakeSentimentPredictions 4218.93736359127
Apple M1 Rosetta MakeSentimentPredictions 4391.119941110322
Quad-Core Intel Core i7 PredictIris 343.65213534999947
Apple M1 Rosetta PredictIris 419.38446335443587
Quad-Core Intel Core i7 PredictIrisBatchOf1 387248.4281994047
Apple M1 Rosetta PredictIrisBatchOf1 1039990.9324845677
Quad-Core Intel Core i7 PredictIrisBatchOf2 394529.349927792
Apple M1 Rosetta PredictIrisBatchOf2 808439.7720716784
Quad-Core Intel Core i7 PredictIrisBatchOf5 384309.22334558825
Apple M1 Rosetta PredictIrisBatchOf5 866336.3669590646
Quad-Core Intel Core i7 TrainIris 3.750329850266667E9
Apple M1 Rosetta TrainIris 4.2695753525384617E9
Quad-Core Intel Core i7 TrainSentiment 1.82400900578E10
Apple M1 Rosetta TrainSentiment 1.65645354306E10
DotnetPerformanceRealWorldML BenchmarkDotNet Test (3/4)
Graph
System Test nanosec
Quad-Core Intel Core i7 HashScalarDouble 664561.9274305555
Apple M1 Rosetta HashScalarDouble 828592.324404762
Quad-Core Intel Core i7 HashScalarFloat 566291.0257936508
Apple M1 Rosetta HashScalarFloat 940889.3453256303
Quad-Core Intel Core i7 HashScalarKey 450620.3380787038
Apple M1 Rosetta HashScalarKey 641041.9176666667
Quad-Core Intel Core i7 HashVectorDouble 9456466.405325443
Apple M1 Rosetta HashVectorDouble 1.0422634955555556E7
Quad-Core Intel Core i7 HashVectorFloat 8948434.428571427
Apple M1 Rosetta HashVectorFloat 9672440.221333332
Quad-Core Intel Core i7 HashVectorKey 8282085.89375
Apple M1 Rosetta HashVectorKey 9013225.992857141
Quad-Core Intel Core i7 HashVectorString 2.2413279314285718E7
Apple M1 Rosetta HashVectorString 2.4160115147058822E7
Quad-Core Intel Core i7 PredictIris 343.65213534999947
Apple M1 Rosetta PredictIris 419.38446335443587
Quad-Core Intel Core i7 TrainIris 3.750329850266667E9
Apple M1 Rosetta TrainIris 4.2695753525384617E9
Quad-Core Intel Core i7 TrainSentiment 1.82400900578E10
Apple M1 Rosetta TrainSentiment 1.65645354306E10
DotnetPerformanceRealWorldML BenchmarkDotNet Test (4/4)
Graph
System Test nanosec
Quad-Core Intel Core i7 MakeBreastCancerPredictions 124.7243010340092
Apple M1 Rosetta MakeBreastCancerPredictions 134.02330695355707
Quad-Core Intel Core i7 MakeIrisPredictions 346.26196465428274
Apple M1 Rosetta MakeIrisPredictions 435.08751616884837
Quad-Core Intel Core i7 MakeSentimentPredictions 4218.93736359127
Apple M1 Rosetta MakeSentimentPredictions 4391.119941110322
Quad-Core Intel Core i7 PredictIrisBatchOf1 387248.4281994047
Apple M1 Rosetta PredictIrisBatchOf1 1039990.9324845677
Quad-Core Intel Core i7 PredictIrisBatchOf2 394529.349927792
Apple M1 Rosetta PredictIrisBatchOf2 808439.7720716784
Quad-Core Intel Core i7 PredictIrisBatchOf5 384309.22334558825
Apple M1 Rosetta PredictIrisBatchOf5 866336.3669590646
DotnetPerformanceRealWorldML BenchmarkDotNet Test Summary
Graph
System Test sec
Quad-Core Intel Core i7 Total 844.398373814902
Apple M1 Rosetta Total 611.0012743514385