Upload Date | October 05 2023 12:49 AM |
Views | 1 |
System Information | |
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Operating System | iOS 17.0.3 |
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% |
515
55.2 IPS |
|
Image Classification (F16)
|
100% |
501
53.6 IPS |
|
Image Classification (I8)
|
81% |
196
21.0 IPS |
|
Image Segmentation (F32)
|
100% |
778
4.81 IPS |
|
Image Segmentation (F16)
|
100% |
771
4.76 IPS |
|
Image Segmentation (I8)
|
89% |
1018
6.29 IPS |
|
Pose Estimation (F32)
|
100% |
158
0.64 IPS |
|
Pose Estimation (F16)
|
100% |
172
0.70 IPS |
|
Pose Estimation (I8)
|
80% |
280
1.13 IPS |
|
Object Detection (F32)
|
100% |
749
26.3 IPS |
|
Object Detection (F16)
|
100% |
762
26.8 IPS |
|
Object Detection (I8)
|
52% |
433
15.2 IPS |
|
Face Detection (F32)
|
100% |
867
9.96 IPS |
|
Face Detection (F16)
|
100% |
833
9.57 IPS |
|
Face Detection (I8)
|
75% |
608
6.99 IPS |
|
Text Classification (F32)
|
100% |
774
306.0 IPS |
|
Text Classification (F16)
|
100% |
840
332.1 IPS |
|
Machine Translation (F32)
|
100% |
1158
178.5 IPS |
|
Machine Translation (F16)
|
100% |
1200
184.9 IPS |