Geekbench ML Score

2087
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date September 04 2024 06:39 PM
Views 1

System Information

System Information
Operating System Linux Mint 22
Model Gigabyte Technology Co., Ltd. B650 EAGLE AX
Motherboard Gigabyte Technology Co., Ltd. B650 EAGLE AX
CPU Information
Name AMD Ryzen 9 7950X3D
Topology 1 Processor, 16 Cores, 32 Threads
Identifier AuthenticAMD Family 25 Model 97 Stepping 2
Base Frequency 5.76 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 16
L1 Data Cache32.0 KB x 16
L2 Cache1.00 MB x 16
L3 Cache96.0 MB x 2
Memory Information
Size 61.94 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1571
293.9 IPS
 
Image Classification (F16)
100% 1518
284.0 IPS
 
Image Classification (I8)
99% 1463
273.8 IPS
 
Image Segmentation (F32)
100% 2671
44.6 IPS
 
Image Segmentation (F16)
100% 2663
44.5 IPS
 
Image Segmentation (I8)
98% 1409
23.5 IPS
 
Pose Estimation (F32)
100% 2757
3.34 IPS
 
Pose Estimation (F16)
100% 2373
2.87 IPS
 
Pose Estimation (I8)
100% 5548
6.72 IPS
 
Object Detection (F32)
100% 1661
124.0 IPS
 
Object Detection (F16)
100% 1646
122.9 IPS
 
Object Detection (I8)
65% 1963
146.5 IPS
 
Face Detection (F32)
100% 2246
26.7 IPS
 
Face Detection (F16)
100% 2241
26.7 IPS
 
Face Detection (I8)
87% 2975
35.4 IPS
 
Depth Estimation (F32)
100% 2054
15.9 IPS
 
Depth Estimation (F16)
100% 2037
15.8 IPS
 
Depth Estimation (I8)
95% 3284
25.5 IPS
 
Style Transfer (F32)
100% 1995
2.62 IPS
 
Style Transfer (F16)
100% 1993
2.62 IPS
 
Style Transfer (I8)
98% 6315
8.31 IPS
 
Image Super-Resolution (F32)
100% 1680
60.0 IPS
 
Image Super-Resolution (F16)
100% 1679
60.0 IPS
 
Image Super-Resolution (I8)
98% 2580
92.1 IPS
 
Text Classification (F32)
100% 1393
2.00 KIPS
 
Text Classification (F16)
100% 1391
2.00 KIPS
 
Text Classification (I8)
92% 856
1.23 KIPS
 
Machine Translation (F32)
100% 2857
52.6 IPS
 
Machine Translation (F16)
100% 2933
54.0 IPS
 
Machine Translation (I8)
62% 1092
20.1 IPS
 

Compare

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