Upload Date | May 30 2023 11:47 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.5 |
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% |
618
66.2 IPS |
|
Image Classification (F16)
|
100% |
585
62.7 IPS |
|
Image Classification (I8)
|
81% |
419
44.9 IPS |
|
Image Segmentation (F32)
|
100% |
981
6.06 IPS |
|
Image Segmentation (F16)
|
100% |
964
5.96 IPS |
|
Image Segmentation (I8)
|
89% |
1404
8.67 IPS |
|
Pose Estimation (F32)
|
100% |
358
1.45 IPS |
|
Pose Estimation (F16)
|
100% |
357
1.44 IPS |
|
Pose Estimation (I8)
|
80% |
436
1.76 IPS |
|
Object Detection (F32)
|
100% |
891
31.3 IPS |
|
Object Detection (F16)
|
100% |
897
31.5 IPS |
|
Object Detection (I8)
|
52% |
726
25.5 IPS |
|
Face Detection (F32)
|
100% |
1069
12.3 IPS |
|
Face Detection (F16)
|
100% |
1054
12.1 IPS |
|
Face Detection (I8)
|
75% |
817
9.38 IPS |
|
Text Classification (F32)
|
100% |
1932
764.3 IPS |
|
Text Classification (F16)
|
100% |
1949
770.9 IPS |
|
Machine Translation (F32)
|
100% |
1655
255.1 IPS |
|
Machine Translation (F16)
|
100% |
1644
253.3 IPS |