Geekbench ML Score

207
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 09:26 AM
Views 1

System Information

System Information
Operating System Linux Mint 22
Model Gigabyte Technology Co., Ltd. H97N-WIFI
Motherboard Gigabyte Technology Co., Ltd. H97N-WIFI
CPU Information
Name Intel Core i5-4590S
Topology 1 Processor, 4 Cores
Identifier GenuineIntel Family 6 Model 60 Stepping 3
Base Frequency 3.70 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 2
L1 Data Cache32.0 KB x 2
L2 Cache256 KB x 2
L3 Cache6.00 MB x 1
Memory Information
Size 15.49 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 63
11.9 IPS
 
Image Classification (F16)
100% 646
120.9 IPS
 
Image Classification (I8)
99% 56
10.5 IPS
 
Image Segmentation (F32)
100% 227
3.78 IPS
 
Image Segmentation (F16)
100% 154
2.57 IPS
 
Image Segmentation (I8)
98% 141
2.36 IPS
 
Pose Estimation (F32)
100% 598
0.72 IPS
 
Pose Estimation (F16)
100% 592
0.72 IPS
 
Pose Estimation (I8)
100% 449
0.54 IPS
 
Object Detection (F32)
100% 100
7.45 IPS
 
Object Detection (F16)
100% 105
7.86 IPS
 
Object Detection (I8)
65% 99
7.39 IPS
 
Face Detection (F32)
100% 256
3.05 IPS
 
Face Detection (F16)
100% 278
3.31 IPS
 
Face Detection (I8)
87% 230
2.73 IPS
 
Depth Estimation (F32)
100% 334
2.59 IPS
 
Depth Estimation (F16)
100% 1048
8.13 IPS
 
Depth Estimation (I8)
95% 255
1.98 IPS
 
Style Transfer (F32)
100% 967
1.27 IPS
 
Style Transfer (F16)
100% 979
1.29 IPS
 
Style Transfer (I8)
98% 1019
1.34 IPS
 
Image Super-Resolution (F32)
100% 147
5.24 IPS
 
Image Super-Resolution (F16)
100% 154
5.49 IPS
 
Image Super-Resolution (I8)
98% 152
5.43 IPS
 
Text Classification (F32)
100% 123
176.1 IPS
 
Text Classification (F16)
100% 171
246.3 IPS
 
Text Classification (I8)
92% 20
29.3 IPS
 
Machine Translation (F32)
100% 93
1.72 IPS
 
Machine Translation (F16)
100% 178
3.28 IPS
 
Machine Translation (I8)
62% 52
0.96 IPS
 

Compare

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