Geekbench ML Score

22410
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date July 26 2024 02:36 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model LENOVO 90V6000KUS
Motherboard LENOVO 376A
Power PlanLenovo Default
CPU Information
Name Intel Core i9-14900KF
Topology 1 Processor, 24 Cores, 32 Threads
Identifier GenuineIntel Family 6 Model 183 Stepping 1
Base Frequency 3.20 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 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 4070 Ti SUPER

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 11120
2.08 KIPS
 
Image Classification (F16)
100% 11270
2.11 KIPS
 
Image Classification (I8)
100% 9734
1.82 KIPS
 
Image Segmentation (F32)
100% 14808
247.3 IPS
 
Image Segmentation (F16)
100% 14990
250.4 IPS
 
Image Segmentation (I8)
98% 13709
229.0 IPS
 
Pose Estimation (F32)
100% 169780
205.6 IPS
 
Pose Estimation (F16)
100% 169745
205.6 IPS
 
Pose Estimation (I8)
100% 149931
181.6 IPS
 
Object Detection (F32)
100% 7733
577.3 IPS
 
Object Detection (F16)
100% 7739
577.7 IPS
 
Object Detection (I8)
56% 7120
531.5 IPS
 
Face Detection (F32)
100% 32413
385.4 IPS
 
Face Detection (F16)
100% 31194
370.9 IPS
 
Face Detection (I8)
89% 25600
304.4 IPS
 
Depth Estimation (F32)
100% 64165
497.6 IPS
 
Depth Estimation (F16)
100% 61026
473.3 IPS
 
Depth Estimation (I8)
95% 48384
375.2 IPS
 
Style Transfer (F32)
100% 280306
368.7 IPS
 
Style Transfer (F16)
100% 281298
370.0 IPS
 
Style Transfer (I8)
98% 247886
326.1 IPS
 
Image Super-Resolution (F32)
100% 40570
1.45 KIPS
 
Image Super-Resolution (F16)
100% 45076
1.61 KIPS
 
Image Super-Resolution (I8)
99% 33966
1.21 KIPS
 
Text Classification (F32)
100% 3157
4.54 KIPS
 
Text Classification (F16)
100% 3233
4.65 KIPS
 
Text Classification (I8)
98% 1818
2.61 KIPS
 
Machine Translation (F32)
100% 4283
78.8 IPS
 
Machine Translation (F16)
100% 4285
78.9 IPS
 
Machine Translation (I8)
70% 2353
43.3 IPS
 

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