Geekbench ML Score

27650
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 04 2024 10:44 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% 11433
2.14 KIPS
 
Image Classification (F16)
100% 11974
2.24 KIPS
 
Image Classification (I8)
100% 10878
2.04 KIPS
 
Image Segmentation (F32)
100% 18086
302.1 IPS
 
Image Segmentation (F16)
100% 17546
293.0 IPS
 
Image Segmentation (I8)
98% 16547
276.4 IPS
 
Pose Estimation (F32)
100% 276212
334.5 IPS
 
Pose Estimation (F16)
100% 280395
339.5 IPS
 
Pose Estimation (I8)
100% 240405
291.1 IPS
 
Object Detection (F32)
100% 8389
626.3 IPS
 
Object Detection (F16)
100% 8506
635.0 IPS
 
Object Detection (I8)
54% 7909
590.5 IPS
 
Face Detection (F32)
100% 41581
494.4 IPS
 
Face Detection (F16)
100% 41340
491.5 IPS
 
Face Detection (I8)
88% 34954
415.6 IPS
 
Depth Estimation (F32)
100% 81408
631.3 IPS
 
Depth Estimation (F16)
100% 76718
594.9 IPS
 
Depth Estimation (I8)
95% 59860
464.2 IPS
 
Style Transfer (F32)
100% 488896
643.1 IPS
 
Style Transfer (F16)
100% 482606
634.8 IPS
 
Style Transfer (I8)
98% 418368
550.3 IPS
 
Image Super-Resolution (F32)
100% 52588
1.88 KIPS
 
Image Super-Resolution (F16)
100% 52060
1.86 KIPS
 
Image Super-Resolution (I8)
99% 38917
1.39 KIPS
 
Text Classification (F32)
100% 3117
4.48 KIPS
 
Text Classification (F16)
100% 3052
4.39 KIPS
 
Text Classification (I8)
98% 1831
2.63 KIPS
 
Machine Translation (F32)
100% 4539
83.5 IPS
 
Machine Translation (F16)
100% 4577
84.2 IPS
 
Machine Translation (I8)
70% 2537
46.7 IPS
 

Compare

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