Geekbench ML Score

1059
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date July 26 2024 06:10 PM
Views 2

System Information

System Information
Operating System Ubuntu 24.04 LTS
Model System manufacturer System Product Name
Motherboard ASUSTeK COMPUTER INC. PRIME A320M-K
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 15.55 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 850
159.1 IPS
 
Image Classification (F16)
100% 839
157.1 IPS
 
Image Classification (I8)
99% 610
114.1 IPS
 
Image Segmentation (F32)
100% 1119
18.7 IPS
 
Image Segmentation (F16)
100% 1116
18.6 IPS
 
Image Segmentation (I8)
98% 676
11.3 IPS
 
Pose Estimation (F32)
100% 1436
1.74 IPS
 
Pose Estimation (F16)
100% 1430
1.73 IPS
 
Pose Estimation (I8)
100% 1676
2.03 IPS
 
Object Detection (F32)
100% 733
54.7 IPS
 
Object Detection (F16)
100% 734
54.8 IPS
 
Object Detection (I8)
65% 568
42.4 IPS
 
Face Detection (F32)
100% 1486
17.7 IPS
 
Face Detection (F16)
100% 1485
17.7 IPS
 
Face Detection (I8)
87% 1357
16.1 IPS
 
Depth Estimation (F32)
100% 1447
11.2 IPS
 
Depth Estimation (F16)
100% 1442
11.2 IPS
 
Depth Estimation (I8)
95% 1393
10.8 IPS
 
Style Transfer (F32)
100% 1917
2.52 IPS
 
Style Transfer (F16)
100% 1904
2.50 IPS
 
Style Transfer (I8)
98% 3181
4.18 IPS
 
Image Super-Resolution (F32)
100% 881
31.5 IPS
 
Image Super-Resolution (F16)
100% 878
31.3 IPS
 
Image Super-Resolution (I8)
98% 886
31.6 IPS
 
Text Classification (F32)
100% 834
1.20 KIPS
 
Text Classification (F16)
100% 847
1.22 KIPS
 
Text Classification (I8)
92% 363
522.1 IPS
 
Machine Translation (F32)
100% 1221
22.5 IPS
 
Machine Translation (F16)
100% 1293
23.8 IPS
 
Machine Translation (I8)
62% 525
9.66 IPS
 

Compare

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