Geekbench ML Score

1068
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date July 26 2024 01:03 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% 858
160.5 IPS
 
Image Classification (F16)
100% 855
160.1 IPS
 
Image Classification (I8)
99% 616
115.4 IPS
 
Image Segmentation (F32)
100% 1137
19.0 IPS
 
Image Segmentation (F16)
100% 1132
18.9 IPS
 
Image Segmentation (I8)
98% 684
11.4 IPS
 
Pose Estimation (F32)
100% 1450
1.76 IPS
 
Pose Estimation (F16)
100% 1449
1.76 IPS
 
Pose Estimation (I8)
100% 1695
2.05 IPS
 
Object Detection (F32)
100% 736
55.0 IPS
 
Object Detection (F16)
100% 740
55.2 IPS
 
Object Detection (I8)
65% 579
43.2 IPS
 
Face Detection (F32)
100% 1505
17.9 IPS
 
Face Detection (F16)
100% 1499
17.8 IPS
 
Face Detection (I8)
87% 1367
16.3 IPS
 
Depth Estimation (F32)
100% 1463
11.3 IPS
 
Depth Estimation (F16)
100% 1453
11.3 IPS
 
Depth Estimation (I8)
95% 1403
10.9 IPS
 
Style Transfer (F32)
100% 1924
2.53 IPS
 
Style Transfer (F16)
100% 1928
2.54 IPS
 
Style Transfer (I8)
98% 3215
4.23 IPS
 
Image Super-Resolution (F32)
100% 900
32.2 IPS
 
Image Super-Resolution (F16)
100% 895
31.9 IPS
 
Image Super-Resolution (I8)
98% 900
32.1 IPS
 
Text Classification (F32)
100% 800
1.15 KIPS
 
Text Classification (F16)
100% 805
1.16 KIPS
 
Text Classification (I8)
92% 369
530.3 IPS
 
Machine Translation (F32)
100% 1276
23.5 IPS
 
Machine Translation (F16)
100% 1277
23.5 IPS
 
Machine Translation (I8)
62% 526
9.69 IPS
 

Compare

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