Geekbench ML Score

3075
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

User wkg21
Upload Date October 04 2024 02:50 PM
Views 1

System Information

System Information
Operating System Linux Mint 22
Model Gigabyte Technology Co., Ltd. B650 AORUS ELITE AX V2
Motherboard Gigabyte Technology Co., Ltd. B650 AORUS ELITE AX V2
CPU Information
Name AMD Ryzen 7 9700X 8-Core Processor
Topology 1 Processor, 8 Cores, 16 Threads
Identifier AuthenticAMD Family 26 Model 68 Stepping 0
Base Frequency 6.08 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache48.0 KB x 8
L2 Cache1.00 MB x 8
L3 Cache32.0 MB x 1
Memory Information
Size 30.46 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 2756
515.7 IPS
 
Image Classification (F16)
100% 2725
510.0 IPS
 
Image Classification (I8)
99% 1779
332.8 IPS
 
Image Segmentation (F32)
100% 3387
56.6 IPS
 
Image Segmentation (F16)
100% 3394
56.7 IPS
 
Image Segmentation (I8)
98% 1538
25.7 IPS
 
Pose Estimation (F32)
100% 3417
4.14 IPS
 
Pose Estimation (F16)
100% 3396
4.11 IPS
 
Pose Estimation (I8)
100% 4618
5.59 IPS
 
Object Detection (F32)
100% 2229
166.4 IPS
 
Object Detection (F16)
100% 2236
166.9 IPS
 
Object Detection (I8)
65% 1683
125.7 IPS
 
Face Detection (F32)
100% 4710
56.0 IPS
 
Face Detection (F16)
100% 4745
56.4 IPS
 
Face Detection (I8)
87% 3651
43.4 IPS
 
Depth Estimation (F32)
100% 3816
29.6 IPS
 
Depth Estimation (F16)
100% 3879
30.1 IPS
 
Depth Estimation (I8)
95% 3652
28.3 IPS
 
Style Transfer (F32)
100% 3729
4.91 IPS
 
Style Transfer (F16)
100% 3720
4.89 IPS
 
Style Transfer (I8)
98% 7852
10.3 IPS
 
Image Super-Resolution (F32)
100% 3189
113.9 IPS
 
Image Super-Resolution (F16)
100% 3169
113.2 IPS
 
Image Super-Resolution (I8)
98% 2542
90.8 IPS
 
Text Classification (F32)
100% 3144
4.52 KIPS
 
Text Classification (F16)
100% 3101
4.46 KIPS
 
Text Classification (I8)
92% 1114
1.60 KIPS
 
Machine Translation (F32)
100% 4755
87.5 IPS
 
Machine Translation (F16)
100% 4721
86.9 IPS
 
Machine Translation (I8)
62% 1354
24.9 IPS
 

Compare

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