Geekbench ML Score

6731
ONNX DirectML Inference Score
Geekbench ML 0.6.0 for Windows AVX2

Result Information

Upload Date August 16 2024 05:30 PM
Views 1

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% 3585
670.9 IPS
 
Image Classification (F16)
100% 3687
690.0 IPS
 
Image Classification (I8)
100% 2908
544.2 IPS
 
Image Segmentation (F32)
100% 4507
75.3 IPS
 
Image Segmentation (F16)
100% 3775
63.0 IPS
 
Image Segmentation (I8)
98% 3521
58.8 IPS
 
Pose Estimation (F32)
100% 35510
43.0 IPS
 
Pose Estimation (F16)
100% 38884
47.1 IPS
 
Pose Estimation (I8)
100% 37490
45.4 IPS
 
Object Detection (F32)
100% 2845
212.4 IPS
 
Object Detection (F16)
100% 2169
161.9 IPS
 
Object Detection (I8)
61% 2428
181.3 IPS
 
Face Detection (F32)
100% 9606
114.2 IPS
 
Face Detection (F16)
100% 9724
115.6 IPS
 
Face Detection (I8)
89% 7715
91.7 IPS
 
Depth Estimation (F32)
100% 22023
170.8 IPS
 
Depth Estimation (F16)
100% 21514
166.8 IPS
 
Depth Estimation (I8)
95% 16556
128.4 IPS
 
Style Transfer (F32)
100% 72541
95.4 IPS
 
Style Transfer (F16)
100% 59971
78.9 IPS
 
Style Transfer (I8)
98% 57310
75.4 IPS
 
Image Super-Resolution (F32)
100% 14103
503.7 IPS
 
Image Super-Resolution (F16)
100% 9014
321.9 IPS
 
Image Super-Resolution (I8)
99% 5476
195.6 IPS
 
Text Classification (F32)
100% 836
1.20 KIPS
 
Text Classification (F16)
100% 1004
1.44 KIPS
 
Text Classification (I8)
98% 834
1.20 KIPS
 
Machine Translation (F32)
100% 2211
40.7 IPS
 
Machine Translation (F16)
100% 2134
39.3 IPS
 
Machine Translation (I8)
70% 1204
22.2 IPS
 

Compare

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