Geekbench ML Score

339
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 15.61 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 250
46.8 IPS
 
Image Classification (F16)
100% 249
46.5 IPS
 
Image Classification (I8)
99% 131
24.6 IPS
 
Image Segmentation (F32)
100% 325
5.43 IPS
 
Image Segmentation (F16)
100% 324
5.42 IPS
 
Image Segmentation (I8)
98% 160
2.68 IPS
 
Pose Estimation (F32)
100% 408
0.49 IPS
 
Pose Estimation (F16)
100% 407
0.49 IPS
 
Pose Estimation (I8)
100% 269
0.33 IPS
 
Object Detection (F32)
100% 267
19.9 IPS
 
Object Detection (F16)
100% 272
20.3 IPS
 
Object Detection (I8)
65% 145
10.8 IPS
 
Face Detection (F32)
100% 579
6.89 IPS
 
Face Detection (F16)
100% 584
6.94 IPS
 
Face Detection (I8)
87% 348
4.14 IPS
 
Depth Estimation (F32)
100% 521
4.04 IPS
 
Depth Estimation (F16)
100% 519
4.03 IPS
 
Depth Estimation (I8)
95% 336
2.61 IPS
 
Style Transfer (F32)
100% 677
0.89 IPS
 
Style Transfer (F16)
100% 789
1.04 IPS
 
Style Transfer (I8)
98% 686
0.90 IPS
 
Image Super-Resolution (F32)
100% 301
10.8 IPS
 
Image Super-Resolution (F16)
100% 301
10.8 IPS
 
Image Super-Resolution (I8)
98% 184
6.55 IPS
 
Text Classification (F32)
100% 378
543.6 IPS
 
Text Classification (F16)
100% 385
552.9 IPS
 
Text Classification (I8)
92% 170
244.1 IPS
 
Machine Translation (F32)
100% 529
9.73 IPS
 
Machine Translation (F16)
100% 542
9.97 IPS
 
Machine Translation (I8)
62% 272
5.00 IPS
 

Compare

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