Geekbench ML Score

2056
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date September 04 2024 09:19 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 Cache32.0 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% 1498
280.3 IPS
 
Image Classification (F16)
100% 1525
285.4 IPS
 
Image Classification (I8)
99% 1470
275.1 IPS
 
Image Segmentation (F32)
100% 2429
40.6 IPS
 
Image Segmentation (F16)
100% 2424
40.5 IPS
 
Image Segmentation (I8)
98% 1442
24.1 IPS
 
Pose Estimation (F32)
100% 2412
2.92 IPS
 
Pose Estimation (F16)
100% 2401
2.91 IPS
 
Pose Estimation (I8)
100% 5541
6.71 IPS
 
Object Detection (F32)
100% 1639
122.4 IPS
 
Object Detection (F16)
100% 1648
123.0 IPS
 
Object Detection (I8)
65% 1964
146.6 IPS
 
Face Detection (F32)
100% 2250
26.8 IPS
 
Face Detection (F16)
100% 2248
26.7 IPS
 
Face Detection (I8)
87% 2963
35.2 IPS
 
Depth Estimation (F32)
100% 2058
16.0 IPS
 
Depth Estimation (F16)
100% 2047
15.9 IPS
 
Depth Estimation (I8)
95% 3270
25.4 IPS
 
Style Transfer (F32)
100% 1988
2.61 IPS
 
Style Transfer (F16)
100% 1994
2.62 IPS
 
Style Transfer (I8)
98% 6300
8.29 IPS
 
Image Super-Resolution (F32)
100% 1674
59.8 IPS
 
Image Super-Resolution (F16)
100% 1670
59.7 IPS
 
Image Super-Resolution (I8)
98% 2572
91.8 IPS
 
Text Classification (F32)
100% 1375
1.98 KIPS
 
Text Classification (F16)
100% 1325
1.90 KIPS
 
Text Classification (I8)
92% 850
1.22 KIPS
 
Machine Translation (F32)
100% 2808
51.7 IPS
 
Machine Translation (F16)
100% 2884
53.1 IPS
 
Machine Translation (I8)
62% 1102
20.3 IPS
 

Compare

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