Geekbench ML Score

6981
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 05:25 PM
Views 5

System Information

System Information
Operating System Microsoft Windows 10 Home (64-bit)
Model LENOVO 81Y6
Motherboard LENOVO LNVNB161216
Power PlanBalanced
CPU Information
Name Intel Core i7-10750H
Topology 1 Processor, 6 Cores, 12 Threads
Identifier GenuineIntel Family 6 Model 165 Stepping 2
Base Frequency 2.59 GHz
Cluster 16 Cores
L1 Instruction Cache32.0 KB x 6
L1 Data Cache32.0 KB x 6
L2 Cache256 KB x 6
L3 Cache12.0 MB x 1
Memory Information
Size 32.00 GB
Inference Information
Framework ONNX
Backend DirectML
Device NVIDIA GeForce RTX 2060

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 3748
701.4 IPS
 
Image Classification (F16)
100% 3887
727.3 IPS
 
Image Classification (I8)
100% 3076
575.7 IPS
 
Image Segmentation (F32)
100% 4194
70.0 IPS
 
Image Segmentation (F16)
100% 3812
63.7 IPS
 
Image Segmentation (I8)
98% 3366
56.2 IPS
 
Pose Estimation (F32)
100% 32635
39.5 IPS
 
Pose Estimation (F16)
100% 43433
52.6 IPS
 
Pose Estimation (I8)
100% 36537
44.2 IPS
 
Object Detection (F32)
100% 2834
211.5 IPS
 
Object Detection (F16)
100% 2841
212.1 IPS
 
Object Detection (I8)
61% 2326
173.6 IPS
 
Face Detection (F32)
100% 9953
118.3 IPS
 
Face Detection (F16)
100% 9889
117.6 IPS
 
Face Detection (I8)
89% 7935
94.4 IPS
 
Depth Estimation (F32)
100% 14700
114.0 IPS
 
Depth Estimation (F16)
100% 22767
176.6 IPS
 
Depth Estimation (I8)
95% 16794
130.2 IPS
 
Style Transfer (F32)
100% 72235
95.0 IPS
 
Style Transfer (F16)
100% 72517
95.4 IPS
 
Style Transfer (I8)
98% 59369
78.1 IPS
 
Image Super-Resolution (F32)
100% 14512
518.3 IPS
 
Image Super-Resolution (F16)
100% 9255
330.5 IPS
 
Image Super-Resolution (I8)
99% 5568
198.9 IPS
 
Text Classification (F32)
100% 1061
1.53 KIPS
 
Text Classification (F16)
100% 1316
1.89 KIPS
 
Text Classification (I8)
98% 985
1.42 KIPS
 
Machine Translation (F32)
100% 2429
44.7 IPS
 
Machine Translation (F16)
100% 2125
39.1 IPS
 
Machine Translation (I8)
70% 1229
22.6 IPS
 

Compare

Set Baseline Geekbench 6 now available