Geekbench ML Score

1558
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 15 2024 05:37 PM
Views 2

System Information

System Information
Operating System Linux Mint 22
Model To Be Filled By O.E.M. X370 Killer SLI
Motherboard ASRock X370 Killer SLI
CPU Information
Name AMD Ryzen 9 5950X
Topology 1 Processor, 16 Cores, 32 Threads
Identifier AuthenticAMD Family 25 Model 33 Stepping 2
Base Frequency 5.08 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 16
L1 Data Cache32.0 KB x 16
L2 Cache512 KB x 16
L3 Cache32.0 MB x 2
Memory Information
Size 62.72 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1078
201.8 IPS
 
Image Classification (F16)
100% 1086
203.2 IPS
 
Image Classification (I8)
99% 982
183.8 IPS
 
Image Segmentation (F32)
100% 1677
28.0 IPS
 
Image Segmentation (F16)
100% 1669
27.9 IPS
 
Image Segmentation (I8)
98% 1111
18.6 IPS
 
Pose Estimation (F32)
100% 1962
2.38 IPS
 
Pose Estimation (F16)
100% 1928
2.33 IPS
 
Pose Estimation (I8)
100% 4004
4.85 IPS
 
Object Detection (F32)
100% 1191
88.9 IPS
 
Object Detection (F16)
100% 1173
87.5 IPS
 
Object Detection (I8)
65% 1312
97.9 IPS
 
Face Detection (F32)
100% 1885
22.4 IPS
 
Face Detection (F16)
100% 1906
22.7 IPS
 
Face Detection (I8)
87% 2262
26.9 IPS
 
Depth Estimation (F32)
100% 1724
13.4 IPS
 
Depth Estimation (F16)
100% 1749
13.6 IPS
 
Depth Estimation (I8)
95% 2361
18.3 IPS
 
Style Transfer (F32)
100% 2145
2.82 IPS
 
Style Transfer (F16)
100% 2154
2.83 IPS
 
Style Transfer (I8)
98% 5541
7.29 IPS
 
Image Super-Resolution (F32)
100% 1228
43.8 IPS
 
Image Super-Resolution (F16)
100% 1197
42.7 IPS
 
Image Super-Resolution (I8)
98% 1458
52.1 IPS
 
Text Classification (F32)
100% 999
1.44 KIPS
 
Text Classification (F16)
100% 827
1.19 KIPS
 
Text Classification (I8)
92% 629
904.5 IPS
 
Machine Translation (F32)
100% 2095
38.5 IPS
 
Machine Translation (F16)
100% 2053
37.8 IPS
 
Machine Translation (I8)
62% 857
15.8 IPS
 

Compare

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