Geekbench ML Score

520
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 16 2024 07:31 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% 402
75.2 IPS
 
Image Classification (F16)
100% 400
74.8 IPS
 
Image Classification (I8)
99% 228
42.8 IPS
 
Image Segmentation (F32)
100% 483
8.07 IPS
 
Image Segmentation (F16)
100% 481
8.04 IPS
 
Image Segmentation (I8)
98% 262
4.38 IPS
 
Pose Estimation (F32)
100% 659
0.80 IPS
 
Pose Estimation (F16)
100% 621
0.75 IPS
 
Pose Estimation (I8)
100% 498
0.60 IPS
 
Object Detection (F32)
100% 418
31.2 IPS
 
Object Detection (F16)
100% 416
31.1 IPS
 
Object Detection (I8)
65% 260
19.4 IPS
 
Face Detection (F32)
100% 835
9.92 IPS
 
Face Detection (F16)
100% 845
10.0 IPS
 
Face Detection (I8)
87% 509
6.05 IPS
 
Depth Estimation (F32)
100% 737
5.72 IPS
 
Depth Estimation (F16)
100% 726
5.63 IPS
 
Depth Estimation (I8)
95% 603
4.68 IPS
 
Style Transfer (F32)
100% 1019
1.34 IPS
 
Style Transfer (F16)
100% 1011
1.33 IPS
 
Style Transfer (I8)
98% 1075
1.41 IPS
 
Image Super-Resolution (F32)
100% 408
14.6 IPS
 
Image Super-Resolution (F16)
100% 430
15.4 IPS
 
Image Super-Resolution (I8)
98% 330
11.8 IPS
 
Text Classification (F32)
100% 536
771.0 IPS
 
Text Classification (F16)
100% 596
856.6 IPS
 
Text Classification (I8)
92% 239
343.6 IPS
 
Machine Translation (F32)
100% 880
16.2 IPS
 
Machine Translation (F16)
100% 890
16.4 IPS
 
Machine Translation (I8)
62% 341
6.27 IPS
 

Compare

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