Geekbench ML Score

1410
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date November 04 2024 04:43 PM
Views 5

System Information

System Information
Operating System Microsoft Windows 11 Home (64-bit)
Model LENOVO 83DG
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Intel Core i9-14900HX
Topology 1 Processor, 24 Cores, 32 Threads
Identifier GenuineIntel Family 6 Model 183 Stepping 1
Base Frequency 2.20 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 Intel(R) UHD Graphics

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 683
127.8 IPS
 
Image Classification (F16)
100% 680
127.3 IPS
 
Image Classification (I8)
100% 572
107.0 IPS
 
Image Segmentation (F32)
100% 989
16.5 IPS
 
Image Segmentation (F16)
100% 982
16.4 IPS
 
Image Segmentation (I8)
98% 763
12.8 IPS
 
Pose Estimation (F32)
100% 5565
6.74 IPS
 
Pose Estimation (F16)
100% 5527
6.69 IPS
 
Pose Estimation (I8)
100% 3595
4.35 IPS
 
Object Detection (F32)
100% 696
52.0 IPS
 
Object Detection (F16)
100% 694
51.8 IPS
 
Object Detection (I8)
54% 587
43.8 IPS
 
Face Detection (F32)
100% 1481
17.6 IPS
 
Face Detection (F16)
100% 1482
17.6 IPS
 
Face Detection (I8)
89% 1060
12.6 IPS
 
Depth Estimation (F32)
100% 3076
23.9 IPS
 
Depth Estimation (F16)
100% 3077
23.9 IPS
 
Depth Estimation (I8)
95% 2357
18.3 IPS
 
Style Transfer (F32)
100% 10924
14.4 IPS
 
Style Transfer (F16)
100% 10958
14.4 IPS
 
Style Transfer (I8)
98% 8270
10.9 IPS
 
Image Super-Resolution (F32)
100% 1818
64.9 IPS
 
Image Super-Resolution (F16)
100% 1803
64.4 IPS
 
Image Super-Resolution (I8)
99% 979
35.0 IPS
 
Text Classification (F32)
100% 592
850.1 IPS
 
Text Classification (F16)
100% 721
1.04 KIPS
 
Text Classification (I8)
98% 362
520.1 IPS
 
Machine Translation (F32)
100% 684
12.6 IPS
 
Machine Translation (F16)
100% 686
12.6 IPS
 
Machine Translation (I8)
70% 410
7.55 IPS
 

Compare

Set Baseline Geekbench 6 now available