Geekbench ML Score

27537
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 15 2024 05:49 PM
Views 3

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Alienware Alienware Aurora R16
Motherboard Alienware 0RF96M
Power PlanHigh performance
CPU Information
Name Intel Core i9-14900F
Topology 1 Processor, 24 Cores, 32 Threads
Identifier GenuineIntel Family 6 Model 183 Stepping 1
Base Frequency 2.00 GHz
Cluster 18 Cores
Cluster 216 Cores
L1 Instruction Cache32.0 KB x 16
L1 Data Cache48.0 KB x 16
L2 Cache2.00 MB x 4
L3 Cache36.0 MB x 1
Memory Information
Size 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4090

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 11539
2.16 KIPS
 
Image Classification (F16)
100% 12790
2.39 KIPS
 
Image Classification (I8)
100% 10762
2.01 KIPS
 
Image Segmentation (F32)
100% 18640
311.3 IPS
 
Image Segmentation (F16)
100% 17840
297.9 IPS
 
Image Segmentation (I8)
98% 16424
274.3 IPS
 
Pose Estimation (F32)
100% 278448
337.2 IPS
 
Pose Estimation (F16)
100% 276907
335.3 IPS
 
Pose Estimation (I8)
100% 243223
294.5 IPS
 
Object Detection (F32)
100% 8135
607.3 IPS
 
Object Detection (F16)
100% 8187
611.2 IPS
 
Object Detection (I8)
54% 7531
562.2 IPS
 
Face Detection (F32)
100% 41342
491.6 IPS
 
Face Detection (F16)
100% 42372
503.8 IPS
 
Face Detection (I8)
88% 34996
416.1 IPS
 
Depth Estimation (F32)
100% 80307
622.8 IPS
 
Depth Estimation (F16)
100% 78117
605.8 IPS
 
Depth Estimation (I8)
95% 60494
469.1 IPS
 
Style Transfer (F32)
100% 488017
641.9 IPS
 
Style Transfer (F16)
100% 484925
637.9 IPS
 
Style Transfer (I8)
98% 414860
545.7 IPS
 
Image Super-Resolution (F32)
100% 50870
1.82 KIPS
 
Image Super-Resolution (F16)
100% 51067
1.82 KIPS
 
Image Super-Resolution (I8)
99% 38141
1.36 KIPS
 
Text Classification (F32)
100% 2959
4.25 KIPS
 
Text Classification (F16)
100% 2975
4.28 KIPS
 
Text Classification (I8)
98% 1768
2.54 KIPS
 
Machine Translation (F32)
100% 4554
83.8 IPS
 
Machine Translation (F16)
100% 4601
84.7 IPS
 
Machine Translation (I8)
70% 2619
48.2 IPS
 

Compare

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