Upload Date | May 15 2023 07:41 PM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.4.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.54 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
637
68.2 IPS |
|
Image Classification (F16)
|
100% |
616
66.0 IPS |
|
Image Classification (I8)
|
81% |
415
44.4 IPS |
|
Image Segmentation (F32)
|
100% |
977
6.03 IPS |
|
Image Segmentation (F16)
|
100% |
948
5.86 IPS |
|
Image Segmentation (I8)
|
89% |
1389
8.58 IPS |
|
Pose Estimation (F32)
|
100% |
360
1.46 IPS |
|
Pose Estimation (F16)
|
100% |
356
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
438
1.77 IPS |
|
Object Detection (F32)
|
100% |
893
31.3 IPS |
|
Object Detection (F16)
|
100% |
900
31.6 IPS |
|
Object Detection (I8)
|
52% |
706
24.8 IPS |
|
Face Detection (F32)
|
100% |
1076
12.4 IPS |
|
Face Detection (F16)
|
100% |
1058
12.2 IPS |
|
Face Detection (I8)
|
75% |
817
9.39 IPS |
|
Text Classification (F32)
|
100% |
1857
734.3 IPS |
|
Text Classification (F16)
|
100% |
1745
690.3 IPS |
|
Machine Translation (F32)
|
100% |
1652
254.6 IPS |
|
Machine Translation (F16)
|
100% |
1647
253.8 IPS |