Geekbench ML Score

5172
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date October 09 2024 05:09 PM
Views 2

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model LENOVO 83HM
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Intel(R) Core(TM) Ultra 7 256V
Topology 1 Processor, 8 Cores
Identifier GenuineIntel Family 6 Model 189 Stepping 1
Base Frequency 2.20 GHz
Cluster 14 Cores
Cluster 24 Cores
L1 Instruction Cache64.0 KB x 4
L1 Data Cache48.0 KB x 4
L2 Cache2.50 MB x 1
L3 Cache12.0 MB x 1
Memory Information
Size 16.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device Intel(R) Arc(TM) 140V GPU (8GB)

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3528
660.3 IPS
 
Image Classification (F16)
100% 2522
472.0 IPS
 
Image Classification (I8)
100% 2225
416.4 IPS
 
Image Segmentation (F32)
100% 5959
99.5 IPS
 
Image Segmentation (F16)
100% 5998
100.2 IPS
 
Image Segmentation (I8)
98% 4497
75.1 IPS
 
Pose Estimation (F32)
100% 19922
24.1 IPS
 
Pose Estimation (F16)
100% 19579
23.7 IPS
 
Pose Estimation (I8)
100% 16424
19.9 IPS
 
Object Detection (F32)
100% 2797
208.8 IPS
 
Object Detection (F16)
100% 2912
217.4 IPS
 
Object Detection (I8)
61% 2353
175.6 IPS
 
Face Detection (F32)
100% 7164
85.2 IPS
 
Face Detection (F16)
100% 7015
83.4 IPS
 
Face Detection (I8)
89% 4966
59.0 IPS
 
Depth Estimation (F32)
100% 17027
132.0 IPS
 
Depth Estimation (F16)
100% 16939
131.4 IPS
 
Depth Estimation (I8)
94% 13165
102.1 IPS
 
Style Transfer (F32)
100% 47702
62.7 IPS
 
Style Transfer (F16)
100% 46137
60.7 IPS
 
Style Transfer (I8)
98% 36886
48.5 IPS
 
Image Super-Resolution (F32)
100% 7302
260.8 IPS
 
Image Super-Resolution (F16)
100% 8067
288.1 IPS
 
Image Super-Resolution (I8)
99% 4568
163.1 IPS
 
Text Classification (F32)
100% 600
862.2 IPS
 
Text Classification (F16)
100% 755
1.08 KIPS
 
Text Classification (I8)
98% 443
637.1 IPS
 
Machine Translation (F32)
100% 1469
27.0 IPS
 
Machine Translation (F16)
100% 1457
26.8 IPS
 
Machine Translation (I8)
70% 743
13.7 IPS
 

Compare

Set Baseline Geekbench 6 now available