Geekbench ML Score

789
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, 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 62.79 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 525
98.3 IPS
 
Image Classification (F16)
100% 528
98.9 IPS
 
Image Classification (I8)
99% 288
54.0 IPS
 
Image Segmentation (F32)
100% 872
14.6 IPS
 
Image Segmentation (F16)
100% 865
14.4 IPS
 
Image Segmentation (I8)
98% 368
6.15 IPS
 
Pose Estimation (F32)
100% 1098
1.33 IPS
 
Pose Estimation (F16)
100% 1095
1.33 IPS
 
Pose Estimation (I8)
100% 753
0.91 IPS
 
Object Detection (F32)
100% 619
46.2 IPS
 
Object Detection (F16)
100% 616
46.0 IPS
 
Object Detection (I8)
65% 333
24.9 IPS
 
Face Detection (F32)
100% 1443
17.2 IPS
 
Face Detection (F16)
100% 1452
17.3 IPS
 
Face Detection (I8)
87% 839
9.97 IPS
 
Depth Estimation (F32)
100% 1269
9.84 IPS
 
Depth Estimation (F16)
100% 1262
9.79 IPS
 
Depth Estimation (I8)
95% 796
6.17 IPS
 
Style Transfer (F32)
100% 1798
2.37 IPS
 
Style Transfer (F16)
100% 1801
2.37 IPS
 
Style Transfer (I8)
98% 1821
2.40 IPS
 
Image Super-Resolution (F32)
100% 836
29.9 IPS
 
Image Super-Resolution (F16)
100% 825
29.5 IPS
 
Image Super-Resolution (I8)
98% 488
17.4 IPS
 
Text Classification (F32)
100% 631
906.7 IPS
 
Text Classification (F16)
100% 634
911.7 IPS
 
Text Classification (I8)
92% 273
393.0 IPS
 
Machine Translation (F32)
100% 1244
22.9 IPS
 
Machine Translation (F16)
100% 1198
22.0 IPS
 
Machine Translation (I8)
62% 456
8.39 IPS
 

Compare

Set Baseline Geekbench 6 now available