Geekbench ML Score

27175
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date July 13 2024 02:56 PM
Views 4

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% 12030
2.25 KIPS
 
Image Classification (F16)
100% 12414
2.32 KIPS
 
Image Classification (I8)
100% 10437
1.95 KIPS
 
Image Segmentation (F32)
100% 17488
292.1 IPS
 
Image Segmentation (F16)
100% 17198
287.2 IPS
 
Image Segmentation (I8)
98% 16137
269.5 IPS
 
Pose Estimation (F32)
100% 257040
311.3 IPS
 
Pose Estimation (F16)
100% 275549
333.7 IPS
 
Pose Estimation (I8)
100% 240014
290.6 IPS
 
Object Detection (F32)
100% 7274
543.0 IPS
 
Object Detection (F16)
100% 7983
596.0 IPS
 
Object Detection (I8)
54% 7543
563.1 IPS
 
Face Detection (F32)
100% 40160
477.5 IPS
 
Face Detection (F16)
100% 40424
480.7 IPS
 
Face Detection (I8)
88% 34117
405.7 IPS
 
Depth Estimation (F32)
100% 83400
646.8 IPS
 
Depth Estimation (F16)
100% 76981
597.0 IPS
 
Depth Estimation (I8)
95% 61231
474.8 IPS
 
Style Transfer (F32)
100% 490115
644.7 IPS
 
Style Transfer (F16)
100% 459466
604.4 IPS
 
Style Transfer (I8)
98% 419770
552.2 IPS
 
Image Super-Resolution (F32)
100% 53465
1.91 KIPS
 
Image Super-Resolution (F16)
100% 51867
1.85 KIPS
 
Image Super-Resolution (I8)
99% 39634
1.42 KIPS
 
Text Classification (F32)
100% 3072
4.41 KIPS
 
Text Classification (F16)
100% 2999
4.31 KIPS
 
Text Classification (I8)
98% 1840
2.65 KIPS
 
Machine Translation (F32)
100% 4425
81.4 IPS
 
Machine Translation (F16)
100% 4433
81.6 IPS
 
Machine Translation (I8)
70% 2502
46.0 IPS
 

Compare

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