Upload Date | November 03 2021 10:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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 | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
681
73.0 IPS |
|
Image Classification (F16)
|
100% |
617
66.1 IPS |
|
Image Classification (I8)
|
81% |
404
43.3 IPS |
|
Image Segmentation (F32)
|
100% |
1010
6.24 IPS |
|
Image Segmentation (F16)
|
100% |
983
6.07 IPS |
|
Image Segmentation (I8)
|
89% |
1392
8.60 IPS |
|
Pose Estimation (F32)
|
100% |
384
1.55 IPS |
|
Pose Estimation (F16)
|
100% |
381
1.54 IPS |
|
Pose Estimation (I8)
|
80% |
457
1.85 IPS |
|
Object Detection (F32)
|
100% |
955
33.5 IPS |
|
Object Detection (F16)
|
100% |
953
33.4 IPS |
|
Object Detection (I8)
|
52% |
736
25.8 IPS |
|
Face Detection (F32)
|
100% |
1155
13.3 IPS |
|
Face Detection (F16)
|
100% |
1099
12.6 IPS |
|
Face Detection (I8)
|
75% |
821
9.43 IPS |
|
Text Classification (F32)
|
100% |
2342
926.2 IPS |
|
Text Classification (F16)
|
100% |
2332
922.1 IPS |
|
Machine Translation (F32)
|
100% |
1675
258.1 IPS |
|
Machine Translation (F16)
|
100% |
1670
257.4 IPS |