Geekbench ML Score

27217
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 03 2024 02:39 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 64.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4090

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 11952
2.24 KIPS
 
Image Classification (F16)
100% 12353
2.31 KIPS
 
Image Classification (I8)
100% 9886
1.85 KIPS
 
Image Segmentation (F32)
100% 18672
311.8 IPS
 
Image Segmentation (F16)
100% 17444
291.3 IPS
 
Image Segmentation (I8)
98% 16298
272.2 IPS
 
Pose Estimation (F32)
100% 279494
338.5 IPS
 
Pose Estimation (F16)
100% 276259
334.5 IPS
 
Pose Estimation (I8)
100% 239555
290.1 IPS
 
Object Detection (F32)
100% 7988
596.4 IPS
 
Object Detection (F16)
100% 7957
594.1 IPS
 
Object Detection (I8)
54% 7814
583.4 IPS
 
Face Detection (F32)
100% 40494
481.5 IPS
 
Face Detection (F16)
100% 39919
474.6 IPS
 
Face Detection (I8)
88% 34412
409.2 IPS
 
Depth Estimation (F32)
100% 78459
608.5 IPS
 
Depth Estimation (F16)
100% 78551
609.2 IPS
 
Depth Estimation (I8)
95% 61048
473.4 IPS
 
Style Transfer (F32)
100% 481444
633.3 IPS
 
Style Transfer (F16)
100% 484935
637.9 IPS
 
Style Transfer (I8)
98% 419006
551.2 IPS
 
Image Super-Resolution (F32)
100% 51484
1.84 KIPS
 
Image Super-Resolution (F16)
100% 49995
1.79 KIPS
 
Image Super-Resolution (I8)
99% 38699
1.38 KIPS
 
Text Classification (F32)
100% 2783
4.00 KIPS
 
Text Classification (F16)
100% 2976
4.28 KIPS
 
Text Classification (I8)
98% 1810
2.60 KIPS
 
Machine Translation (F32)
100% 4477
82.4 IPS
 
Machine Translation (F16)
100% 4479
82.4 IPS
 
Machine Translation (I8)
70% 2544
46.8 IPS
 

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