Geekbench ML Score

27252
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date September 07 2024 03:07 PM
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% 11938
2.23 KIPS
 
Image Classification (F16)
100% 12563
2.35 KIPS
 
Image Classification (I8)
100% 10400
1.95 KIPS
 
Image Segmentation (F32)
100% 17316
289.2 IPS
 
Image Segmentation (F16)
100% 16824
281.0 IPS
 
Image Segmentation (I8)
98% 16219
270.9 IPS
 
Pose Estimation (F32)
100% 276518
334.9 IPS
 
Pose Estimation (F16)
100% 283232
343.0 IPS
 
Pose Estimation (I8)
100% 240531
291.3 IPS
 
Object Detection (F32)
100% 8286
618.6 IPS
 
Object Detection (F16)
100% 8279
618.1 IPS
 
Object Detection (I8)
54% 7749
578.5 IPS
 
Face Detection (F32)
100% 41389
492.1 IPS
 
Face Detection (F16)
100% 41560
494.2 IPS
 
Face Detection (I8)
88% 33710
400.8 IPS
 
Depth Estimation (F32)
100% 85297
661.5 IPS
 
Depth Estimation (F16)
100% 79045
613.0 IPS
 
Depth Estimation (I8)
95% 60281
467.5 IPS
 
Style Transfer (F32)
100% 481008
632.7 IPS
 
Style Transfer (F16)
100% 483199
635.6 IPS
 
Style Transfer (I8)
98% 409953
539.3 IPS
 
Image Super-Resolution (F32)
100% 53329
1.90 KIPS
 
Image Super-Resolution (F16)
100% 44483
1.59 KIPS
 
Image Super-Resolution (I8)
99% 38738
1.38 KIPS
 
Text Classification (F32)
100% 2967
4.26 KIPS
 
Text Classification (F16)
100% 2880
4.14 KIPS
 
Text Classification (I8)
98% 1789
2.57 KIPS
 
Machine Translation (F32)
100% 4513
83.0 IPS
 
Machine Translation (F16)
100% 4543
83.6 IPS
 
Machine Translation (I8)
70% 2418
44.5 IPS
 

Compare

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