Upload Date | September 28 2021 09:07 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.1 |
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% |
551
59.1 IPS |
|
Image Classification (F16)
|
100% |
545
58.3 IPS |
|
Image Classification (I8)
|
81% |
315
33.7 IPS |
|
Image Segmentation (F32)
|
100% |
878
5.43 IPS |
|
Image Segmentation (F16)
|
100% |
869
5.37 IPS |
|
Image Segmentation (I8)
|
89% |
1111
6.86 IPS |
|
Pose Estimation (F32)
|
100% |
285
1.15 IPS |
|
Pose Estimation (F16)
|
100% |
284
1.15 IPS |
|
Pose Estimation (I8)
|
80% |
344
1.39 IPS |
|
Object Detection (F32)
|
100% |
731
25.7 IPS |
|
Object Detection (F16)
|
100% |
435
15.3 IPS |
|
Object Detection (I8)
|
52% |
614
21.5 IPS |
|
Face Detection (F32)
|
100% |
756
8.69 IPS |
|
Face Detection (F16)
|
100% |
876
10.1 IPS |
|
Face Detection (I8)
|
75% |
704
8.09 IPS |
|
Text Classification (F32)
|
100% |
1853
732.9 IPS |
|
Text Classification (F16)
|
100% |
1984
784.7 IPS |
|
Machine Translation (F32)
|
100% |
1203
185.4 IPS |
|
Machine Translation (F16)
|
100% |
1199
184.9 IPS |