Geekbench ML Score

498
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 06:13 PM
Views 2

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% 382
71.5 IPS
 
Image Classification (F16)
100% 378
70.8 IPS
 
Image Classification (I8)
99% 219
41.0 IPS
 
Image Segmentation (F32)
100% 467
7.80 IPS
 
Image Segmentation (F16)
100% 434
7.26 IPS
 
Image Segmentation (I8)
98% 243
4.06 IPS
 
Pose Estimation (F32)
100% 537
0.65 IPS
 
Pose Estimation (F16)
100% 538
0.65 IPS
 
Pose Estimation (I8)
100% 474
0.57 IPS
 
Object Detection (F32)
100% 400
29.9 IPS
 
Object Detection (F16)
100% 392
29.3 IPS
 
Object Detection (I8)
65% 246
18.3 IPS
 
Face Detection (F32)
100% 780
9.27 IPS
 
Face Detection (F16)
100% 781
9.29 IPS
 
Face Detection (I8)
87% 476
5.65 IPS
 
Depth Estimation (F32)
100% 695
5.39 IPS
 
Depth Estimation (F16)
100% 668
5.18 IPS
 
Depth Estimation (I8)
95% 569
4.41 IPS
 
Style Transfer (F32)
100% 991
1.30 IPS
 
Style Transfer (F16)
100% 984
1.29 IPS
 
Style Transfer (I8)
98% 1019
1.34 IPS
 
Image Super-Resolution (F32)
100% 430
15.3 IPS
 
Image Super-Resolution (F16)
100% 432
15.4 IPS
 
Image Super-Resolution (I8)
98% 340
12.1 IPS
 
Text Classification (F32)
100% 590
847.9 IPS
 
Text Classification (F16)
100% 610
876.0 IPS
 
Text Classification (I8)
92% 246
353.0 IPS
 
Machine Translation (F32)
100% 867
15.9 IPS
 
Machine Translation (F16)
100% 848
15.6 IPS
 
Machine Translation (I8)
62% 333
6.12 IPS
 

Compare

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