Geekbench ML Score

2537
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date August 15 2024 07:36 PM
Views 2

System Information

System Information
Operating System CachyOS
Model ASRock X670E Pro RS
Motherboard ASRock X670E Pro RS
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 61.88 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1675
313.5 IPS
 
Image Classification (F16)
100% 1538
287.9 IPS
 
Image Classification (I8)
99% 1514
283.3 IPS
 
Image Segmentation (F32)
100% 2595
43.3 IPS
 
Image Segmentation (F16)
100% 2808
46.9 IPS
 
Image Segmentation (I8)
98% 1363
22.8 IPS
 
Pose Estimation (F32)
100% 4053
4.91 IPS
 
Pose Estimation (F16)
100% 4622
5.60 IPS
 
Pose Estimation (I8)
100% 6069
7.35 IPS
 
Object Detection (F32)
100% 1989
148.5 IPS
 
Object Detection (F16)
100% 1769
132.1 IPS
 
Object Detection (I8)
65% 2003
149.5 IPS
 
Face Detection (F32)
100% 2984
35.5 IPS
 
Face Detection (F16)
100% 3241
38.5 IPS
 
Face Detection (I8)
87% 2717
32.3 IPS
 
Depth Estimation (F32)
100% 3055
23.7 IPS
 
Depth Estimation (F16)
100% 3120
24.2 IPS
 
Depth Estimation (I8)
95% 3216
24.9 IPS
 
Style Transfer (F32)
100% 4624
6.08 IPS
 
Style Transfer (F16)
100% 4859
6.39 IPS
 
Style Transfer (I8)
98% 8282
10.9 IPS
 
Image Super-Resolution (F32)
100% 1890
67.5 IPS
 
Image Super-Resolution (F16)
100% 1866
66.6 IPS
 
Image Super-Resolution (I8)
98% 2646
94.5 IPS
 
Text Classification (F32)
100% 1291
1.85 KIPS
 
Text Classification (F16)
100% 1542
2.22 KIPS
 
Text Classification (I8)
92% 785
1.13 KIPS
 
Machine Translation (F32)
100% 4822
88.7 IPS
 
Machine Translation (F16)
100% 3537
65.1 IPS
 
Machine Translation (I8)
62% 1169
21.5 IPS
 

Compare

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