Geekbench ML Score

506
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 06:04 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% 383
71.6 IPS
 
Image Classification (F16)
100% 382
71.6 IPS
 
Image Classification (I8)
99% 219
40.9 IPS
 
Image Segmentation (F32)
100% 470
7.85 IPS
 
Image Segmentation (F16)
100% 465
7.76 IPS
 
Image Segmentation (I8)
98% 252
4.21 IPS
 
Pose Estimation (F32)
100% 639
0.77 IPS
 
Pose Estimation (F16)
100% 538
0.65 IPS
 
Pose Estimation (I8)
100% 473
0.57 IPS
 
Object Detection (F32)
100% 400
29.9 IPS
 
Object Detection (F16)
100% 404
30.2 IPS
 
Object Detection (I8)
65% 250
18.7 IPS
 
Face Detection (F32)
100% 794
9.44 IPS
 
Face Detection (F16)
100% 785
9.34 IPS
 
Face Detection (I8)
87% 479
5.70 IPS
 
Depth Estimation (F32)
100% 689
5.34 IPS
 
Depth Estimation (F16)
100% 690
5.35 IPS
 
Depth Estimation (I8)
95% 587
4.55 IPS
 
Style Transfer (F32)
100% 989
1.30 IPS
 
Style Transfer (F16)
100% 988
1.30 IPS
 
Style Transfer (I8)
98% 1012
1.33 IPS
 
Image Super-Resolution (F32)
100% 431
15.4 IPS
 
Image Super-Resolution (F16)
100% 427
15.3 IPS
 
Image Super-Resolution (I8)
98% 339
12.1 IPS
 
Text Classification (F32)
100% 599
860.5 IPS
 
Text Classification (F16)
100% 607
871.7 IPS
 
Text Classification (I8)
92% 248
356.0 IPS
 
Machine Translation (F32)
100% 890
16.4 IPS
 
Machine Translation (F16)
100% 851
15.7 IPS
 
Machine Translation (I8)
62% 331
6.09 IPS
 

Compare

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