Geekbench ML Score

516
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 07:15 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% 402
75.2 IPS
 
Image Classification (F16)
100% 399
74.8 IPS
 
Image Classification (I8)
99% 228
42.7 IPS
 
Image Segmentation (F32)
100% 483
8.07 IPS
 
Image Segmentation (F16)
100% 484
8.08 IPS
 
Image Segmentation (I8)
98% 259
4.32 IPS
 
Pose Estimation (F32)
100% 625
0.76 IPS
 
Pose Estimation (F16)
100% 628
0.76 IPS
 
Pose Estimation (I8)
100% 473
0.57 IPS
 
Object Detection (F32)
100% 417
31.1 IPS
 
Object Detection (F16)
100% 411
30.7 IPS
 
Object Detection (I8)
65% 257
19.2 IPS
 
Face Detection (F32)
100% 835
9.93 IPS
 
Face Detection (F16)
100% 767
9.12 IPS
 
Face Detection (I8)
87% 477
5.67 IPS
 
Depth Estimation (F32)
100% 704
5.46 IPS
 
Depth Estimation (F16)
100% 668
5.18 IPS
 
Depth Estimation (I8)
95% 594
4.61 IPS
 
Style Transfer (F32)
100% 977
1.29 IPS
 
Style Transfer (F16)
100% 1008
1.33 IPS
 
Style Transfer (I8)
98% 1031
1.36 IPS
 
Image Super-Resolution (F32)
100% 427
15.3 IPS
 
Image Super-Resolution (F16)
100% 431
15.4 IPS
 
Image Super-Resolution (I8)
98% 344
12.3 IPS
 
Text Classification (F32)
100% 549
789.3 IPS
 
Text Classification (F16)
100% 608
873.3 IPS
 
Text Classification (I8)
92% 249
357.9 IPS
 
Machine Translation (F32)
100% 920
16.9 IPS
 
Machine Translation (F16)
100% 914
16.8 IPS
 
Machine Translation (I8)
62% 347
6.39 IPS
 

Compare

Set Baseline Geekbench 6 now available