Upload Date | September 29 2021 12:12 AM |
Views | 4 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
551
59.0 IPS |
|
Image Classification (F16)
|
100% |
548
58.7 IPS |
|
Image Classification (I8)
|
81% |
315
33.8 IPS |
|
Image Segmentation (F32)
|
100% |
889
5.49 IPS |
|
Image Segmentation (F16)
|
100% |
871
5.38 IPS |
|
Image Segmentation (I8)
|
89% |
1114
6.88 IPS |
|
Pose Estimation (F32)
|
100% |
287
1.16 IPS |
|
Pose Estimation (F16)
|
100% |
284
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
341
1.38 IPS |
|
Object Detection (F32)
|
100% |
615
21.6 IPS |
|
Object Detection (F16)
|
100% |
767
26.9 IPS |
|
Object Detection (I8)
|
52% |
603
21.2 IPS |
|
Face Detection (F32)
|
100% |
861
9.89 IPS |
|
Face Detection (F16)
|
100% |
890
10.2 IPS |
|
Face Detection (I8)
|
75% |
713
8.19 IPS |
|
Text Classification (F32)
|
100% |
1952
771.9 IPS |
|
Text Classification (F16)
|
100% |
2002
791.7 IPS |
|
Machine Translation (F32)
|
100% |
1209
186.4 IPS |
|
Machine Translation (F16)
|
100% |
1211
186.6 IPS |