Geekbench ML Score

14
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux x86 (64-bit)

Result Information

Upload Date April 30 2024 04:40 AM
Views 40

System Information

System Information
Operating System Linux Mint 20.3
Model ECS H110H4-CM3
Motherboard ECS H110H4-CM3
CPU Information
Name Intel Core i3-7100
Topology 1 Processor, 2 Cores, 4 Threads
Identifier GenuineIntel Family 6 Model 158 Stepping 9
Base Frequency 3.90 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 2
L1 Data Cache32.0 KB x 2
L2 Cache256 KB x 2
L3 Cache3.00 MB x 1
Memory Information
Size 31.23 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 9
1.70 IPS
 
Image Classification (F16)
100% 9
1.69 IPS
 
Image Classification (I8)
97% 7
1.33 IPS
 
Image Segmentation (F32)
100% 12
0.20 IPS
 
Image Segmentation (F16)
100% 12
0.20 IPS
 
Image Segmentation (I8)
98% 9
0.16 IPS
 
Pose Estimation (F32)
100% 14
0.02 IPS
 
Pose Estimation (F16)
100% 14
0.02 IPS
 
Pose Estimation (I8)
100% 11
0.01 IPS
 
Object Detection (F32)
100% 9
0.70 IPS
 
Object Detection (F16)
100% 9
0.70 IPS
 
Object Detection (I8)
68% 7
0.55 IPS
 
Face Detection (F32)
100% 30
0.36 IPS
 
Face Detection (F16)
100% 30
0.36 IPS
 
Face Detection (I8)
87% 23
0.27 IPS
 
Depth Estimation (F32)
100% 21
0.16 IPS
 
Depth Estimation (F16)
100% 21
0.16 IPS
 
Depth Estimation (I8)
95% 17
0.13 IPS
 
Style Transfer (F32)
100% 44
0.06 IPS
 
Style Transfer (F16)
100% 44
0.06 IPS
 
Style Transfer (I8)
98% 35
0.05 IPS
 
Image Super-Resolution (F32)
100% 10
0.35 IPS
 
Image Super-Resolution (F16)
100% 10
0.35 IPS
 
Image Super-Resolution (I8)
98% 8
0.28 IPS
 
Text Classification (F32)
100% 11
16.0 IPS
 
Text Classification (F16)
100% 11
16.1 IPS
 
Text Classification (I8)
92% 9
12.5 IPS
 
Machine Translation (F32)
100% 23
0.43 IPS
 
Machine Translation (F16)
100% 23
0.43 IPS
 
Machine Translation (I8)
62% 17
0.31 IPS
 

Compare

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