Upload Date | September 28 2021 11:41 PM |
Views | 1 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
552
59.2 IPS |
|
Image Classification (F16)
|
100% |
551
59.0 IPS |
|
Image Classification (I8)
|
81% |
260
27.9 IPS |
|
Image Segmentation (F32)
|
100% |
872
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
871
5.38 IPS |
|
Image Segmentation (I8)
|
89% |
1098
6.78 IPS |
|
Pose Estimation (F32)
|
100% |
272
1.10 IPS |
|
Pose Estimation (F16)
|
100% |
268
1.08 IPS |
|
Pose Estimation (I8)
|
80% |
334
1.35 IPS |
|
Object Detection (F32)
|
100% |
817
28.7 IPS |
|
Object Detection (F16)
|
100% |
627
22.0 IPS |
|
Object Detection (I8)
|
52% |
681
23.9 IPS |
|
Face Detection (F32)
|
100% |
769
8.84 IPS |
|
Face Detection (F16)
|
100% |
871
10.0 IPS |
|
Face Detection (I8)
|
75% |
714
8.21 IPS |
|
Text Classification (F32)
|
100% |
574
227.2 IPS |
|
Text Classification (F16)
|
100% |
577
228.3 IPS |
|
Machine Translation (F32)
|
100% |
1197
184.5 IPS |
|
Machine Translation (F16)
|
100% |
1173
180.8 IPS |