Geekbench ML Score

404
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 15 2024 05:54 PM
Views 2

System Information

System Information
Operating System Arch Linux
Model Dell Inc. Inspiron 14 5410
Motherboard Dell Inc. 01TXH0
CPU Information
Name Intel Core i7-11390H
Topology 1 Processor, 4 Cores, 8 Threads
Identifier GenuineIntel Family 6 Model 140 Stepping 2
Base Frequency 5.00 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 4
L1 Data Cache48.0 KB x 4
L2 Cache1.25 MB x 4
L3 Cache12.0 MB x 1
Memory Information
Size 15.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 301
56.3 IPS
 
Image Classification (F16)
100% 296
55.5 IPS
 
Image Classification (I8)
99% 177
33.2 IPS
 
Image Segmentation (F32)
100% 383
6.40 IPS
 
Image Segmentation (F16)
100% 405
6.76 IPS
 
Image Segmentation (I8)
98% 188
3.14 IPS
 
Pose Estimation (F32)
100% 687
0.83 IPS
 
Pose Estimation (F16)
100% 584
0.71 IPS
 
Pose Estimation (I8)
100% 495
0.60 IPS
 
Object Detection (F32)
100% 299
22.4 IPS
 
Object Detection (F16)
100% 280
20.9 IPS
 
Object Detection (I8)
65% 230
17.2 IPS
 
Face Detection (F32)
100% 736
8.75 IPS
 
Face Detection (F16)
100% 777
9.24 IPS
 
Face Detection (I8)
87% 465
5.53 IPS
 
Depth Estimation (F32)
100% 598
4.64 IPS
 
Depth Estimation (F16)
100% 597
4.63 IPS
 
Depth Estimation (I8)
95% 415
3.22 IPS
 
Style Transfer (F32)
100% 1075
1.41 IPS
 
Style Transfer (F16)
100% 910
1.20 IPS
 
Style Transfer (I8)
98% 1106
1.46 IPS
 
Image Super-Resolution (F32)
100% 309
11.1 IPS
 
Image Super-Resolution (F16)
100% 338
12.1 IPS
 
Image Super-Resolution (I8)
98% 280
10.0 IPS
 
Text Classification (F32)
100% 310
445.7 IPS
 
Text Classification (F16)
100% 325
466.4 IPS
 
Text Classification (I8)
92% 144
207.0 IPS
 
Machine Translation (F32)
100% 565
10.4 IPS
 
Machine Translation (F16)
100% 467
8.59 IPS
 
Machine Translation (I8)
62% 195
3.60 IPS
 

Compare

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