Upload Date | January 19 2022 04:51 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
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Name | Apple A13 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.66 GHz |
L1 Instruction Cache | 96.0 KB x 1 |
L1 Data Cache | 48.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
555
59.5 IPS |
|
Image Classification (F16)
|
100% |
546
58.5 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
890
5.50 IPS |
|
Image Segmentation (F16)
|
100% |
876
5.41 IPS |
|
Image Segmentation (I8)
|
89% |
1112
6.87 IPS |
|
Pose Estimation (F32)
|
100% |
287
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
282
1.14 IPS |
|
Pose Estimation (I8)
|
80% |
333
1.35 IPS |
|
Object Detection (F32)
|
100% |
730
25.6 IPS |
|
Object Detection (F16)
|
100% |
778
27.3 IPS |
|
Object Detection (I8)
|
52% |
609
21.4 IPS |
|
Face Detection (F32)
|
100% |
915
10.5 IPS |
|
Face Detection (F16)
|
100% |
946
10.9 IPS |
|
Face Detection (I8)
|
75% |
720
8.27 IPS |
|
Text Classification (F32)
|
100% |
2000
791.2 IPS |
|
Text Classification (F16)
|
100% |
2008
794.2 IPS |
|
Machine Translation (F32)
|
100% |
1208
186.2 IPS |
|
Machine Translation (F16)
|
100% |
1204
185.5 IPS |