Geekbench ML Score

27322
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date July 18 2024 10:15 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Alienware Alienware Aurora R16
Motherboard Alienware 0RF96M
Power PlanBalanced
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 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4090

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 11521
2.16 KIPS
 
Image Classification (F16)
100% 12232
2.29 KIPS
 
Image Classification (I8)
100% 10986
2.06 KIPS
 
Image Segmentation (F32)
100% 18127
302.8 IPS
 
Image Segmentation (F16)
100% 17014
284.2 IPS
 
Image Segmentation (I8)
98% 16077
268.5 IPS
 
Pose Estimation (F32)
100% 279163
338.1 IPS
 
Pose Estimation (F16)
100% 279683
338.7 IPS
 
Pose Estimation (I8)
100% 240056
290.7 IPS
 
Object Detection (F32)
100% 8140
607.7 IPS
 
Object Detection (F16)
100% 8064
602.1 IPS
 
Object Detection (I8)
54% 7575
565.5 IPS
 
Face Detection (F32)
100% 40696
483.9 IPS
 
Face Detection (F16)
100% 41108
488.8 IPS
 
Face Detection (I8)
88% 34325
408.1 IPS
 
Depth Estimation (F32)
100% 80717
626.0 IPS
 
Depth Estimation (F16)
100% 79607
617.4 IPS
 
Depth Estimation (I8)
94% 61548
477.3 IPS
 
Style Transfer (F32)
100% 489988
644.5 IPS
 
Style Transfer (F16)
100% 484533
637.4 IPS
 
Style Transfer (I8)
98% 410314
539.7 IPS
 
Image Super-Resolution (F32)
100% 51813
1.85 KIPS
 
Image Super-Resolution (F16)
100% 51548
1.84 KIPS
 
Image Super-Resolution (I8)
99% 38051
1.36 KIPS
 
Text Classification (F32)
100% 2985
4.29 KIPS
 
Text Classification (F16)
100% 2931
4.21 KIPS
 
Text Classification (I8)
98% 1748
2.51 KIPS
 
Machine Translation (F32)
100% 4455
82.0 IPS
 
Machine Translation (F16)
100% 4427
81.5 IPS
 
Machine Translation (I8)
70% 2568
47.3 IPS
 

Compare

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