Geekbench ML Score

589
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:16 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, 2 Cores, 4 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 4
L1 Data Cache32.0 KB x 4
L2 Cache4.00 MB x 2
L3 Cache16.0 MB x 1
Memory Information
Size 19.52 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 464
86.8 IPS
 
Image Classification (F16)
100% 465
87.1 IPS
 
Image Classification (I8)
99% 246
46.0 IPS
 
Image Segmentation (F32)
100% 611
10.2 IPS
 
Image Segmentation (F16)
100% 595
9.94 IPS
 
Image Segmentation (I8)
98% 279
4.66 IPS
 
Pose Estimation (F32)
100% 694
0.84 IPS
 
Pose Estimation (F16)
100% 697
0.84 IPS
 
Pose Estimation (I8)
100% 517
0.63 IPS
 
Object Detection (F32)
100% 486
36.3 IPS
 
Object Detection (F16)
100% 484
36.1 IPS
 
Object Detection (I8)
65% 266
19.8 IPS
 
Face Detection (F32)
100% 1028
12.2 IPS
 
Face Detection (F16)
100% 1014
12.1 IPS
 
Face Detection (I8)
87% 616
7.32 IPS
 
Depth Estimation (F32)
100% 907
7.04 IPS
 
Depth Estimation (F16)
100% 846
6.56 IPS
 
Depth Estimation (I8)
95% 590
4.57 IPS
 
Style Transfer (F32)
100% 1173
1.54 IPS
 
Style Transfer (F16)
100% 1294
1.70 IPS
 
Style Transfer (I8)
98% 1218
1.60 IPS
 
Image Super-Resolution (F32)
100% 577
20.6 IPS
 
Image Super-Resolution (F16)
100% 520
18.6 IPS
 
Image Super-Resolution (I8)
98% 340
12.1 IPS
 
Text Classification (F32)
100% 622
893.6 IPS
 
Text Classification (F16)
100% 618
888.6 IPS
 
Text Classification (I8)
92% 268
384.6 IPS
 
Machine Translation (F32)
100% 861
15.9 IPS
 
Machine Translation (F16)
100% 847
15.6 IPS
 
Machine Translation (I8)
62% 369
6.79 IPS
 

Compare

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