Geekbench ML Score

500
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 06:09 PM
Views 1

System Information

System Information
Operating System Linux Mint 22
Model HP HP Spectre Notebook
Motherboard HP 8255
CPU Information
Name Intel Core i7-7500U
Topology 1 Processor, 2 Cores, 4 Threads
Identifier GenuineIntel Family 6 Model 142 Stepping 9
Base Frequency 3.50 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 2
L1 Data Cache32.0 KB x 2
L2 Cache256 KB x 2
L3 Cache4.00 MB x 1
Memory Information
Size 7.52 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 384
71.8 IPS
 
Image Classification (F16)
100% 382
71.4 IPS
 
Image Classification (I8)
99% 219
41.0 IPS
 
Image Segmentation (F32)
100% 446
7.45 IPS
 
Image Segmentation (F16)
100% 461
7.70 IPS
 
Image Segmentation (I8)
98% 251
4.19 IPS
 
Pose Estimation (F32)
100% 536
0.65 IPS
 
Pose Estimation (F16)
100% 539
0.65 IPS
 
Pose Estimation (I8)
100% 476
0.58 IPS
 
Object Detection (F32)
100% 403
30.1 IPS
 
Object Detection (F16)
100% 409
30.5 IPS
 
Object Detection (I8)
65% 249
18.6 IPS
 
Face Detection (F32)
100% 767
9.12 IPS
 
Face Detection (F16)
100% 786
9.34 IPS
 
Face Detection (I8)
87% 474
5.64 IPS
 
Depth Estimation (F32)
100% 680
5.27 IPS
 
Depth Estimation (F16)
100% 679
5.27 IPS
 
Depth Estimation (I8)
95% 566
4.39 IPS
 
Style Transfer (F32)
100% 990
1.30 IPS
 
Style Transfer (F16)
100% 988
1.30 IPS
 
Style Transfer (I8)
98% 1010
1.33 IPS
 
Image Super-Resolution (F32)
100% 429
15.3 IPS
 
Image Super-Resolution (F16)
100% 430
15.4 IPS
 
Image Super-Resolution (I8)
98% 329
11.8 IPS
 
Text Classification (F32)
100% 600
863.0 IPS
 
Text Classification (F16)
100% 598
858.8 IPS
 
Text Classification (I8)
92% 248
356.9 IPS
 
Machine Translation (F32)
100% 899
16.6 IPS
 
Machine Translation (F16)
100% 843
15.5 IPS
 
Machine Translation (I8)
62% 332
6.11 IPS
 

Compare

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