Geekbench ML Score

934
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date December 13 2023 06:51 AM
Views 66

System Information

System Information
Operating System Ubuntu 22.04.3 LTS
Model System manufacturer System Product Name
Motherboard ASUSTeK COMPUTER INC. ROG CROSSHAIR VII HERO
CPU Information
Name AMD Ryzen 7 2700X
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 23 Model 8 Stepping 2
Base Frequency 3.70 GHz
Cluster 10 Cores
L1 Instruction Cache64.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache512 KB x 8
L3 Cache8.00 MB x 2
Memory Information
Size 15.51 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 735
137.6 IPS
 
Image Classification (F16)
100% 704
131.8 IPS
 
Image Classification (I8)
99% 550
103.0 IPS
 
Image Segmentation (F32)
100% 999
16.7 IPS
 
Image Segmentation (F16)
100% 927
15.5 IPS
 
Image Segmentation (I8)
98% 501
8.37 IPS
 
Pose Estimation (F32)
100% 1265
1.53 IPS
 
Pose Estimation (F16)
100% 1204
1.46 IPS
 
Pose Estimation (I8)
100% 1596
1.93 IPS
 
Object Detection (F32)
100% 620
46.3 IPS
 
Object Detection (F16)
100% 637
47.6 IPS
 
Object Detection (I8)
65% 519
38.7 IPS
 
Face Detection (F32)
100% 1248
14.8 IPS
 
Face Detection (F16)
100% 1328
15.8 IPS
 
Face Detection (I8)
87% 1266
15.0 IPS
 
Depth Estimation (F32)
100% 1229
9.53 IPS
 
Depth Estimation (F16)
100% 1223
9.48 IPS
 
Depth Estimation (I8)
95% 1074
8.33 IPS
 
Style Transfer (F32)
100% 1687
2.22 IPS
 
Style Transfer (F16)
100% 1849
2.43 IPS
 
Style Transfer (I8)
98% 3087
4.06 IPS
 
Image Super-Resolution (F32)
100% 734
26.2 IPS
 
Image Super-Resolution (F16)
100% 845
30.2 IPS
 
Image Super-Resolution (I8)
98% 853
30.5 IPS
 
Text Classification (F32)
100% 808
1.16 KIPS
 
Text Classification (F16)
100% 717
1.03 KIPS
 
Text Classification (I8)
92% 340
488.2 IPS
 
Machine Translation (F32)
100% 1110
20.4 IPS
 
Machine Translation (F16)
100% 1039
19.1 IPS
 
Machine Translation (I8)
62% 502
9.24 IPS
 

Compare

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