Geekbench ML Score

27813
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 17 2024 10:48 PM
Views 4

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% 11767
2.20 KIPS
 
Image Classification (F16)
100% 13154
2.46 KIPS
 
Image Classification (I8)
100% 11390
2.13 KIPS
 
Image Segmentation (F32)
100% 18882
315.4 IPS
 
Image Segmentation (F16)
100% 17717
295.9 IPS
 
Image Segmentation (I8)
98% 16344
273.0 IPS
 
Pose Estimation (F32)
100% 281591
341.0 IPS
 
Pose Estimation (F16)
100% 278185
336.9 IPS
 
Pose Estimation (I8)
100% 241128
292.0 IPS
 
Object Detection (F32)
100% 8512
635.5 IPS
 
Object Detection (F16)
100% 8372
625.0 IPS
 
Object Detection (I8)
54% 7622
569.0 IPS
 
Face Detection (F32)
100% 42047
499.9 IPS
 
Face Detection (F16)
100% 39594
470.8 IPS
 
Face Detection (I8)
88% 35099
417.3 IPS
 
Depth Estimation (F32)
100% 77693
602.5 IPS
 
Depth Estimation (F16)
100% 78574
609.3 IPS
 
Depth Estimation (I8)
95% 60209
466.9 IPS
 
Style Transfer (F32)
100% 489357
643.7 IPS
 
Style Transfer (F16)
100% 494493
650.5 IPS
 
Style Transfer (I8)
98% 390803
514.1 IPS
 
Image Super-Resolution (F32)
100% 52383
1.87 KIPS
 
Image Super-Resolution (F16)
100% 53364
1.91 KIPS
 
Image Super-Resolution (I8)
99% 39575
1.41 KIPS
 
Text Classification (F32)
100% 3044
4.38 KIPS
 
Text Classification (F16)
100% 3050
4.38 KIPS
 
Text Classification (I8)
98% 1816
2.61 KIPS
 
Machine Translation (F32)
100% 4661
85.8 IPS
 
Machine Translation (F16)
100% 4630
85.2 IPS
 
Machine Translation (I8)
70% 2629
48.4 IPS
 

Compare

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