Upload Date | June 12 2021 07:50 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
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 | 5.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
659
70.6 IPS |
|
Image Classification (F16)
|
100% |
653
69.9 IPS |
|
Image Classification (I8)
|
81% |
447
47.9 IPS |
|
Image Segmentation (F32)
|
100% |
985
6.09 IPS |
|
Image Segmentation (F16)
|
100% |
981
6.06 IPS |
|
Image Segmentation (I8)
|
89% |
1415
8.74 IPS |
|
Pose Estimation (F32)
|
100% |
381
1.54 IPS |
|
Pose Estimation (F16)
|
100% |
377
1.53 IPS |
|
Pose Estimation (I8)
|
80% |
458
1.85 IPS |
|
Object Detection (F32)
|
100% |
939
33.0 IPS |
|
Object Detection (F16)
|
100% |
939
32.9 IPS |
|
Object Detection (I8)
|
52% |
758
26.6 IPS |
|
Face Detection (F32)
|
100% |
1115
12.8 IPS |
|
Face Detection (F16)
|
100% |
1095
12.6 IPS |
|
Face Detection (I8)
|
75% |
822
9.44 IPS |
|
Text Classification (F32)
|
100% |
2433
962.3 IPS |
|
Text Classification (F16)
|
100% |
2406
951.7 IPS |
|
Machine Translation (F32)
|
100% |
1688
260.1 IPS |
|
Machine Translation (F16)
|
100% |
1672
257.6 IPS |