Geekbench ML Score

27523
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 08 2024 10:14 AM
Views 3

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% 11849
2.22 KIPS
 
Image Classification (F16)
100% 11869
2.22 KIPS
 
Image Classification (I8)
100% 10976
2.05 KIPS
 
Image Segmentation (F32)
100% 18322
306.0 IPS
 
Image Segmentation (F16)
100% 17958
299.9 IPS
 
Image Segmentation (I8)
98% 16695
278.8 IPS
 
Pose Estimation (F32)
100% 280500
339.7 IPS
 
Pose Estimation (F16)
100% 282187
341.7 IPS
 
Pose Estimation (I8)
100% 243102
294.4 IPS
 
Object Detection (F32)
100% 8364
624.5 IPS
 
Object Detection (F16)
100% 8307
620.1 IPS
 
Object Detection (I8)
54% 7751
578.6 IPS
 
Face Detection (F32)
100% 40967
487.1 IPS
 
Face Detection (F16)
100% 40728
484.3 IPS
 
Face Detection (I8)
88% 34886
414.8 IPS
 
Depth Estimation (F32)
100% 79786
618.7 IPS
 
Depth Estimation (F16)
100% 78722
610.5 IPS
 
Depth Estimation (I8)
95% 59729
463.2 IPS
 
Style Transfer (F32)
100% 484461
637.3 IPS
 
Style Transfer (F16)
100% 484431
637.2 IPS
 
Style Transfer (I8)
98% 415714
546.8 IPS
 
Image Super-Resolution (F32)
100% 52182
1.86 KIPS
 
Image Super-Resolution (F16)
100% 51368
1.83 KIPS
 
Image Super-Resolution (I8)
99% 36805
1.31 KIPS
 
Text Classification (F32)
100% 3060
4.40 KIPS
 
Text Classification (F16)
100% 3038
4.37 KIPS
 
Text Classification (I8)
98% 1815
2.61 KIPS
 
Machine Translation (F32)
100% 4506
82.9 IPS
 
Machine Translation (F16)
100% 4520
83.2 IPS
 
Machine Translation (I8)
70% 2447
45.0 IPS
 

Compare

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