Upload Date | January 25 2023 10:10 AM |
Views | 1 |
System Information | |
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Operating System | iOS 16.2 |
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% |
560
60.0 IPS |
|
Image Classification (F16)
|
100% |
548
58.7 IPS |
|
Image Classification (I8)
|
81% |
195
20.9 IPS |
|
Image Segmentation (F32)
|
100% |
865
5.34 IPS |
|
Image Segmentation (F16)
|
100% |
841
5.19 IPS |
|
Image Segmentation (I8)
|
89% |
1090
6.74 IPS |
|
Pose Estimation (F32)
|
100% |
255
1.03 IPS |
|
Pose Estimation (F16)
|
100% |
255
1.03 IPS |
|
Pose Estimation (I8)
|
80% |
319
1.29 IPS |
|
Object Detection (F32)
|
100% |
715
25.1 IPS |
|
Object Detection (F16)
|
100% |
736
25.8 IPS |
|
Object Detection (I8)
|
52% |
611
21.4 IPS |
|
Face Detection (F32)
|
100% |
881
10.1 IPS |
|
Face Detection (F16)
|
100% |
841
9.66 IPS |
|
Face Detection (I8)
|
75% |
700
8.04 IPS |
|
Text Classification (F32)
|
100% |
1721
680.6 IPS |
|
Text Classification (F16)
|
100% |
1762
696.9 IPS |
|
Machine Translation (F32)
|
100% |
1216
187.4 IPS |
|
Machine Translation (F16)
|
100% |
1216
187.4 IPS |