Geekbench ML Score

27428
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 09 2024 05:23 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model Alienware Alienware Aurora R16
Motherboard Alienware 0RF96M
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% 11798
2.21 KIPS
 
Image Classification (F16)
100% 12588
2.36 KIPS
 
Image Classification (I8)
100% 10721
2.01 KIPS
 
Image Segmentation (F32)
100% 18956
316.6 IPS
 
Image Segmentation (F16)
100% 17630
294.4 IPS
 
Image Segmentation (I8)
98% 16299
272.2 IPS
 
Pose Estimation (F32)
100% 276731
335.1 IPS
 
Pose Estimation (F16)
100% 270379
327.4 IPS
 
Pose Estimation (I8)
100% 238758
289.1 IPS
 
Object Detection (F32)
100% 7989
596.4 IPS
 
Object Detection (F16)
100% 8021
598.8 IPS
 
Object Detection (I8)
54% 7419
553.9 IPS
 
Face Detection (F32)
100% 41260
490.6 IPS
 
Face Detection (F16)
100% 40953
486.9 IPS
 
Face Detection (I8)
88% 34766
413.4 IPS
 
Depth Estimation (F32)
100% 86819
673.3 IPS
 
Depth Estimation (F16)
100% 77435
600.5 IPS
 
Depth Estimation (I8)
95% 60040
465.6 IPS
 
Style Transfer (F32)
100% 481963
634.0 IPS
 
Style Transfer (F16)
100% 471774
620.6 IPS
 
Style Transfer (I8)
98% 410647
540.2 IPS
 
Image Super-Resolution (F32)
100% 50549
1.81 KIPS
 
Image Super-Resolution (F16)
100% 49984
1.79 KIPS
 
Image Super-Resolution (I8)
99% 38062
1.36 KIPS
 
Text Classification (F32)
100% 3021
4.34 KIPS
 
Text Classification (F16)
100% 3098
4.45 KIPS
 
Text Classification (I8)
98% 1791
2.57 KIPS
 
Machine Translation (F32)
100% 4536
83.5 IPS
 
Machine Translation (F16)
100% 4554
83.8 IPS
 
Machine Translation (I8)
70% 2578
47.4 IPS
 

Compare

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