Upload Date | January 19 2022 09:02 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5105
547.0 IPS |
|
Image Classification (F16)
|
100% |
5164
553.3 IPS |
|
Image Classification (I8)
|
81% |
641
68.7 IPS |
|
Image Segmentation (F32)
|
100% |
1933
11.9 IPS |
|
Image Segmentation (F16)
|
100% |
1899
11.7 IPS |
|
Image Segmentation (I8)
|
89% |
1172
7.24 IPS |
|
Pose Estimation (F32)
|
100% |
17617
71.3 IPS |
|
Pose Estimation (F16)
|
100% |
17756
71.8 IPS |
|
Pose Estimation (I8)
|
80% |
224
0.91 IPS |
|
Object Detection (F32)
|
100% |
6277
220.3 IPS |
|
Object Detection (F16)
|
100% |
6433
225.8 IPS |
|
Object Detection (I8)
|
52% |
918
32.2 IPS |
|
Face Detection (F32)
|
100% |
6886
79.1 IPS |
|
Face Detection (F16)
|
100% |
6845
78.6 IPS |
|
Face Detection (I8)
|
75% |
892
10.2 IPS |
|
Text Classification (F32)
|
100% |
1047
414.0 IPS |
|
Text Classification (F16)
|
100% |
1038
410.6 IPS |
|
Machine Translation (F32)
|
100% |
1677
258.4 IPS |
|
Machine Translation (F16)
|
100% |
1668
257.1 IPS |