Geekbench ML Score

329
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:22 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, 1 Core, 2 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 2
L1 Data Cache32.0 KB x 2
L2 Cache4.00 MB x 1
L3 Cache16.0 MB x 1
Memory Information
Size 7.75 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 232
43.4 IPS
 
Image Classification (F16)
100% 230
43.1 IPS
 
Image Classification (I8)
99% 128
24.0 IPS
 
Image Segmentation (F32)
100% 323
5.39 IPS
 
Image Segmentation (F16)
100% 323
5.39 IPS
 
Image Segmentation (I8)
98% 153
2.56 IPS
 
Pose Estimation (F32)
100% 412
0.50 IPS
 
Pose Estimation (F16)
100% 357
0.43 IPS
 
Pose Estimation (I8)
100% 269
0.33 IPS
 
Object Detection (F32)
100% 266
19.9 IPS
 
Object Detection (F16)
100% 266
19.9 IPS
 
Object Detection (I8)
65% 142
10.6 IPS
 
Face Detection (F32)
100% 580
6.89 IPS
 
Face Detection (F16)
100% 562
6.69 IPS
 
Face Detection (I8)
87% 345
4.10 IPS
 
Depth Estimation (F32)
100% 421
3.26 IPS
 
Depth Estimation (F16)
100% 485
3.76 IPS
 
Depth Estimation (I8)
95% 291
2.26 IPS
 
Style Transfer (F32)
100% 721
0.95 IPS
 
Style Transfer (F16)
100% 712
0.94 IPS
 
Style Transfer (I8)
98% 685
0.90 IPS
 
Image Super-Resolution (F32)
100% 298
10.6 IPS
 
Image Super-Resolution (F16)
100% 313
11.2 IPS
 
Image Super-Resolution (I8)
98% 184
6.56 IPS
 
Text Classification (F32)
100% 377
541.5 IPS
 
Text Classification (F16)
100% 377
541.6 IPS
 
Text Classification (I8)
92% 170
244.3 IPS
 
Machine Translation (F32)
100% 534
9.83 IPS
 
Machine Translation (F16)
100% 559
10.3 IPS
 
Machine Translation (I8)
62% 272
5.01 IPS
 

Compare

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