Geekbench ML Score

1087
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:15 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, 6 Cores, 12 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 12
L1 Data Cache32.0 KB x 12
L2 Cache4.00 MB x 6
L3 Cache16.0 MB x 1
Memory Information
Size 58.85 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 819
153.3 IPS
 
Image Classification (F16)
100% 812
151.9 IPS
 
Image Classification (I8)
99% 483
90.4 IPS
 
Image Segmentation (F32)
100% 1271
21.2 IPS
 
Image Segmentation (F16)
100% 1239
20.7 IPS
 
Image Segmentation (I8)
98% 543
9.06 IPS
 
Pose Estimation (F32)
100% 1454
1.76 IPS
 
Pose Estimation (F16)
100% 1438
1.74 IPS
 
Pose Estimation (I8)
100% 1356
1.64 IPS
 
Object Detection (F32)
100% 807
60.2 IPS
 
Object Detection (F16)
100% 880
65.7 IPS
 
Object Detection (I8)
65% 542
40.5 IPS
 
Face Detection (F32)
100% 1768
21.0 IPS
 
Face Detection (F16)
100% 1839
21.9 IPS
 
Face Detection (I8)
87% 1267
15.1 IPS
 
Depth Estimation (F32)
100% 1658
12.9 IPS
 
Depth Estimation (F16)
100% 1767
13.7 IPS
 
Depth Estimation (I8)
95% 1204
9.34 IPS
 
Style Transfer (F32)
100% 2379
3.13 IPS
 
Style Transfer (F16)
100% 2401
3.16 IPS
 
Style Transfer (I8)
98% 2942
3.87 IPS
 
Image Super-Resolution (F32)
100% 936
33.4 IPS
 
Image Super-Resolution (F16)
100% 1068
38.1 IPS
 
Image Super-Resolution (I8)
98% 784
28.0 IPS
 
Text Classification (F32)
100% 686
986.4 IPS
 
Text Classification (F16)
100% 690
991.5 IPS
 
Text Classification (I8)
92% 388
557.3 IPS
 
Machine Translation (F32)
100% 1347
24.8 IPS
 
Machine Translation (F16)
100% 1670
30.7 IPS
 
Machine Translation (I8)
62% 518
9.54 IPS
 

Compare

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