Geekbench ML Score

1163
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date September 28 2023 08:42 AM
Views 1

System Information

System Information
Operating System iOS 17.0.1
Model iPhone15,3
Model IDiPhone15,3
Motherboard D74AP
CPU Information
Name ARM
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 3.45 GHz
L1 Instruction Cache128 KB x 1
L1 Data Cache64.0 KB x 1
L2 Cache4.00 MB x 1
Memory Information
Size 5.49 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 917
98.2 IPS
 
Image Classification (F16)
100% 896
96.0 IPS
 
Image Classification (I8)
81% 463
49.6 IPS
 
Image Segmentation (F32)
100% 1293
7.99 IPS
 
Image Segmentation (F16)
100% 1271
7.85 IPS
 
Image Segmentation (I8)
89% 1475
9.11 IPS
 
Pose Estimation (F32)
100% 482
1.95 IPS
 
Pose Estimation (F16)
100% 479
1.94 IPS
 
Pose Estimation (I8)
80% 548
2.22 IPS
 
Object Detection (F32)
100% 1291
45.3 IPS
 
Object Detection (F16)
100% 1310
46.0 IPS
 
Object Detection (I8)
52% 775
27.2 IPS
 
Face Detection (F32)
100% 1617
18.6 IPS
 
Face Detection (F16)
100% 1600
18.4 IPS
 
Face Detection (I8)
75% 861
9.89 IPS
 
Text Classification (F32)
100% 3154
1.25 KIPS
 
Text Classification (F16)
100% 2978
1.18 KIPS
 
Machine Translation (F32)
100% 2367
364.9 IPS
 
Machine Translation (F16)
100% 2355
362.9 IPS
 

Compare

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