Geekbench ML Score

1526
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux AVX2

Result Information

Upload Date June 11 2024 07:29 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 2 Processors, 12 Cores, 24 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 251.69 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 1157
216.5 IPS
 
Image Classification (F16)
100% 1065
199.4 IPS
 
Image Classification (I8)
99% 738
138.1 IPS
 
Image Segmentation (F32)
100% 1848
30.9 IPS
 
Image Segmentation (F16)
100% 1861
31.1 IPS
 
Image Segmentation (I8)
98% 738
12.3 IPS
 
Pose Estimation (F32)
100% 2083
2.52 IPS
 
Pose Estimation (F16)
100% 2090
2.53 IPS
 
Pose Estimation (I8)
100% 2272
2.75 IPS
 
Object Detection (F32)
100% 1214
90.6 IPS
 
Object Detection (F16)
100% 1327
99.0 IPS
 
Object Detection (I8)
65% 875
65.3 IPS
 
Face Detection (F32)
100% 2394
28.5 IPS
 
Face Detection (F16)
100% 2393
28.5 IPS
 
Face Detection (I8)
87% 1791
21.3 IPS
 
Depth Estimation (F32)
100% 2042
15.8 IPS
 
Depth Estimation (F16)
100% 2029
15.7 IPS
 
Depth Estimation (I8)
95% 1739
13.5 IPS
 
Style Transfer (F32)
100% 2644
3.48 IPS
 
Style Transfer (F16)
100% 2401
3.16 IPS
 
Style Transfer (I8)
98% 4310
5.67 IPS
 
Image Super-Resolution (F32)
100% 1669
59.6 IPS
 
Image Super-Resolution (F16)
100% 1636
58.4 IPS
 
Image Super-Resolution (I8)
98% 1273
45.5 IPS
 
Text Classification (F32)
100% 1143
1.64 KIPS
 
Text Classification (F16)
100% 1060
1.52 KIPS
 
Text Classification (I8)
92% 467
671.4 IPS
 
Machine Translation (F32)
100% 2134
39.3 IPS
 
Machine Translation (F16)
100% 1898
34.9 IPS
 
Machine Translation (I8)
62% 622
11.4 IPS
 

Compare

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