Geekbench ML Score

913
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 06:53 PM
Views 3

System Information

System Information
Operating System Fedora Linux 40 (Cinnamon)
Model Dell Inc. OptiPlex 5090
Motherboard Dell Inc. 0FXD80
CPU Information
Name Intel Core i5-10505
Topology 1 Processor, 6 Cores, 12 Threads
Identifier GenuineIntel Family 6 Model 165 Stepping 3
Base Frequency 4.60 GHz
Cluster 10 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 15.35 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1068
199.9 IPS
 
Image Classification (F16)
100% 1041
194.7 IPS
 
Image Classification (I8)
99% 550
102.9 IPS
 
Image Segmentation (F32)
100% 984
16.4 IPS
 
Image Segmentation (F16)
100% 982
16.4 IPS
 
Image Segmentation (I8)
98% 611
10.2 IPS
 
Pose Estimation (F32)
100% 1203
1.46 IPS
 
Pose Estimation (F16)
100% 1109
1.34 IPS
 
Pose Estimation (I8)
100% 1164
1.41 IPS
 
Object Detection (F32)
100% 994
74.2 IPS
 
Object Detection (F16)
100% 680
50.8 IPS
 
Object Detection (I8)
65% 694
51.8 IPS
 
Face Detection (F32)
100% 1121
13.3 IPS
 
Face Detection (F16)
100% 1174
14.0 IPS
 
Face Detection (I8)
87% 1318
15.7 IPS
 
Depth Estimation (F32)
100% 1188
9.22 IPS
 
Depth Estimation (F16)
100% 1162
9.01 IPS
 
Depth Estimation (I8)
95% 1402
10.9 IPS
 
Style Transfer (F32)
100% 760
1.00 IPS
 
Style Transfer (F16)
100% 1178
1.55 IPS
 
Style Transfer (I8)
98% 2413
3.17 IPS
 
Image Super-Resolution (F32)
100% 694
24.8 IPS
 
Image Super-Resolution (F16)
100% 981
35.0 IPS
 
Image Super-Resolution (I8)
98% 594
21.2 IPS
 
Text Classification (F32)
100% 832
1.20 KIPS
 
Text Classification (F16)
100% 784
1.13 KIPS
 
Text Classification (I8)
92% 334
480.5 IPS
 
Machine Translation (F32)
100% 892
16.4 IPS
 
Machine Translation (F16)
100% 972
17.9 IPS
 
Machine Translation (I8)
62% 462
8.50 IPS
 

Compare

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