Geekbench ML Score

741
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:21 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 1 Processor, 3 Cores, 6 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 6
L1 Data Cache32.0 KB x 6
L2 Cache4.00 MB x 3
L3 Cache16.0 MB x 1
Memory Information
Size 29.37 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 533
99.8 IPS
 
Image Classification (F16)
100% 528
98.8 IPS
 
Image Classification (I8)
99% 287
53.7 IPS
 
Image Segmentation (F32)
100% 789
13.2 IPS
 
Image Segmentation (F16)
100% 803
13.4 IPS
 
Image Segmentation (I8)
98% 367
6.13 IPS
 
Pose Estimation (F32)
100% 1024
1.24 IPS
 
Pose Estimation (F16)
100% 1026
1.24 IPS
 
Pose Estimation (I8)
100% 733
0.89 IPS
 
Object Detection (F32)
100% 591
44.1 IPS
 
Object Detection (F16)
100% 595
44.4 IPS
 
Object Detection (I8)
65% 322
24.0 IPS
 
Face Detection (F32)
100% 1293
15.4 IPS
 
Face Detection (F16)
100% 1313
15.6 IPS
 
Face Detection (I8)
87% 824
9.80 IPS
 
Depth Estimation (F32)
100% 1145
8.88 IPS
 
Depth Estimation (F16)
100% 1162
9.01 IPS
 
Depth Estimation (I8)
95% 773
6.00 IPS
 
Style Transfer (F32)
100% 1648
2.17 IPS
 
Style Transfer (F16)
100% 1652
2.17 IPS
 
Style Transfer (I8)
98% 1741
2.29 IPS
 
Image Super-Resolution (F32)
100% 644
23.0 IPS
 
Image Super-Resolution (F16)
100% 626
22.3 IPS
 
Image Super-Resolution (I8)
98% 480
17.1 IPS
 
Text Classification (F32)
100% 613
880.8 IPS
 
Text Classification (F16)
100% 628
902.7 IPS
 
Text Classification (I8)
92% 272
390.4 IPS
 
Machine Translation (F32)
100% 1130
20.8 IPS
 
Machine Translation (F16)
100% 1124
20.7 IPS
 
Machine Translation (I8)
62% 433
7.96 IPS
 

Compare

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