Geekbench ML Score

1152
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for iOS AArch64

Result Information

Upload Date August 09 2023 01:53 AM
Views 3

System Information

System Information
Operating System iOS 17.0
Model iPhone15,3
Model IDiPhone15,3
Motherboard D74AP
CPU Information
Name ARM
Topology 1 Processor, 6 Cores
Identifier ARM
Base Frequency 3.44 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% 888
95.2 IPS
 
Image Classification (F16)
100% 866
92.7 IPS
 
Image Classification (I8)
81% 468
50.2 IPS
 
Image Segmentation (F32)
100% 1309
8.08 IPS
 
Image Segmentation (F16)
100% 1247
7.70 IPS
 
Image Segmentation (I8)
89% 1484
9.17 IPS
 
Pose Estimation (F32)
100% 473
1.91 IPS
 
Pose Estimation (F16)
100% 465
1.88 IPS
 
Pose Estimation (I8)
80% 527
2.13 IPS
 
Object Detection (F32)
100% 1243
43.6 IPS
 
Object Detection (F16)
100% 1269
44.5 IPS
 
Object Detection (I8)
52% 766
26.9 IPS
 
Face Detection (F32)
100% 1585
18.2 IPS
 
Face Detection (F16)
100% 1572
18.1 IPS
 
Face Detection (I8)
75% 856
9.83 IPS
 
Text Classification (F32)
100% 3238
1.28 KIPS
 
Text Classification (F16)
100% 3232
1.28 KIPS
 
Machine Translation (F32)
100% 2340
360.7 IPS
 
Machine Translation (F16)
100% 2330
359.1 IPS
 

Compare

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