Geekbench ML Score

27768
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 04 2024 01:59 AM
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% 11685
2.19 KIPS
 
Image Classification (F16)
100% 13056
2.44 KIPS
 
Image Classification (I8)
100% 11096
2.08 KIPS
 
Image Segmentation (F32)
100% 18639
311.3 IPS
 
Image Segmentation (F16)
100% 17308
289.1 IPS
 
Image Segmentation (I8)
98% 16742
279.6 IPS
 
Pose Estimation (F32)
100% 276963
335.4 IPS
 
Pose Estimation (F16)
100% 279551
338.5 IPS
 
Pose Estimation (I8)
100% 239951
290.6 IPS
 
Object Detection (F32)
100% 8394
626.6 IPS
 
Object Detection (F16)
100% 8425
629.0 IPS
 
Object Detection (I8)
54% 7710
575.6 IPS
 
Face Detection (F32)
100% 41133
489.1 IPS
 
Face Detection (F16)
100% 41123
489.0 IPS
 
Face Detection (I8)
88% 35263
419.3 IPS
 
Depth Estimation (F32)
100% 87496
678.5 IPS
 
Depth Estimation (F16)
100% 77553
601.4 IPS
 
Depth Estimation (I8)
95% 60433
468.7 IPS
 
Style Transfer (F32)
100% 478174
629.0 IPS
 
Style Transfer (F16)
100% 477903
628.6 IPS
 
Style Transfer (I8)
98% 409254
538.3 IPS
 
Image Super-Resolution (F32)
100% 52039
1.86 KIPS
 
Image Super-Resolution (F16)
100% 51546
1.84 KIPS
 
Image Super-Resolution (I8)
99% 38546
1.38 KIPS
 
Text Classification (F32)
100% 3122
4.49 KIPS
 
Text Classification (F16)
100% 3036
4.36 KIPS
 
Text Classification (I8)
98% 1816
2.61 KIPS
 
Machine Translation (F32)
100% 4556
83.8 IPS
 
Machine Translation (F16)
100% 4574
84.2 IPS
 
Machine Translation (I8)
70% 2577
47.4 IPS
 

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