Geekbench ML Score

880
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:18 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, 4 Cores, 8 Threads
Identifier GenuineIntel Family 6 Model 61 Stepping 2
Base Frequency 2.79 GHz
Cluster 10 Cores
L1 Instruction Cache32.0 KB x 8
L1 Data Cache32.0 KB x 8
L2 Cache4.00 MB x 4
L3 Cache16.0 MB x 1
Memory Information
Size 39.16 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 610
114.2 IPS
 
Image Classification (F16)
100% 546
102.2 IPS
 
Image Classification (I8)
99% 328
61.4 IPS
 
Image Segmentation (F32)
100% 1059
17.7 IPS
 
Image Segmentation (F16)
100% 1007
16.8 IPS
 
Image Segmentation (I8)
98% 459
7.66 IPS
 
Pose Estimation (F32)
100% 1230
1.49 IPS
 
Pose Estimation (F16)
100% 1178
1.43 IPS
 
Pose Estimation (I8)
100% 997
1.21 IPS
 
Object Detection (F32)
100% 752
56.1 IPS
 
Object Detection (F16)
100% 731
54.5 IPS
 
Object Detection (I8)
65% 478
35.7 IPS
 
Face Detection (F32)
100% 1439
17.1 IPS
 
Face Detection (F16)
100% 1557
18.5 IPS
 
Face Detection (I8)
87% 1041
12.4 IPS
 
Depth Estimation (F32)
100% 1316
10.2 IPS
 
Depth Estimation (F16)
100% 1312
10.2 IPS
 
Depth Estimation (I8)
95% 1015
7.87 IPS
 
Style Transfer (F32)
100% 1678
2.21 IPS
 
Style Transfer (F16)
100% 1661
2.19 IPS
 
Style Transfer (I8)
98% 2212
2.91 IPS
 
Image Super-Resolution (F32)
100% 802
28.6 IPS
 
Image Super-Resolution (F16)
100% 823
29.4 IPS
 
Image Super-Resolution (I8)
98% 621
22.2 IPS
 
Text Classification (F32)
100% 640
919.7 IPS
 
Text Classification (F16)
100% 683
981.2 IPS
 
Text Classification (I8)
92% 359
516.2 IPS
 
Machine Translation (F32)
100% 1189
21.9 IPS
 
Machine Translation (F16)
100% 1161
21.4 IPS
 
Machine Translation (I8)
62% 487
8.97 IPS
 

Compare

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