Geekbench ML Score

1705
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:42 PM
Views 1

System Information

System Information
Operating System Ubuntu 22.04.4 LTS
Model Vultr VCG
Motherboard N/A
CPU Information
Name Intel Core Processor (Broadwell, no TSX, IBRS)
Topology 2 Processors, 24 Cores, 48 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 24
L1 Data Cache32.0 KB x 24
L2 Cache4.00 MB x 12
L3 Cache16.0 MB x 1
Memory Information
Size 487.93 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1224
229.1 IPS
 
Image Classification (F16)
100% 1307
244.6 IPS
 
Image Classification (I8)
99% 1047
195.9 IPS
 
Image Segmentation (F32)
100% 2072
34.6 IPS
 
Image Segmentation (F16)
100% 2091
34.9 IPS
 
Image Segmentation (I8)
98% 833
13.9 IPS
 
Pose Estimation (F32)
100% 2687
3.25 IPS
 
Pose Estimation (F16)
100% 2430
2.94 IPS
 
Pose Estimation (I8)
100% 3638
4.41 IPS
 
Object Detection (F32)
100% 1385
103.4 IPS
 
Object Detection (F16)
100% 1391
103.9 IPS
 
Object Detection (I8)
65% 1266
94.5 IPS
 
Face Detection (F32)
100% 2788
33.2 IPS
 
Face Detection (F16)
100% 2729
32.4 IPS
 
Face Detection (I8)
87% 2208
26.3 IPS
 
Depth Estimation (F32)
100% 2317
18.0 IPS
 
Depth Estimation (F16)
100% 2276
17.6 IPS
 
Depth Estimation (I8)
95% 2196
17.0 IPS
 
Style Transfer (F32)
100% 2667
3.51 IPS
 
Style Transfer (F16)
100% 2613
3.44 IPS
 
Style Transfer (I8)
98% 5079
6.68 IPS
 
Image Super-Resolution (F32)
100% 1355
48.4 IPS
 
Image Super-Resolution (F16)
100% 1488
53.2 IPS
 
Image Super-Resolution (I8)
98% 1611
57.5 IPS
 
Text Classification (F32)
100% 953
1.37 KIPS
 
Text Classification (F16)
100% 913
1.31 KIPS
 
Text Classification (I8)
92% 473
679.7 IPS
 
Machine Translation (F32)
100% 2098
38.6 IPS
 
Machine Translation (F16)
100% 2119
39.0 IPS
 
Machine Translation (I8)
62% 635
11.7 IPS
 

Compare

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