Upload Date | September 29 2021 12:05 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
639
68.5 IPS |
|
Image Classification (F16)
|
100% |
624
66.9 IPS |
|
Image Classification (I8)
|
81% |
422
45.2 IPS |
|
Image Segmentation (F32)
|
100% |
971
6.00 IPS |
|
Image Segmentation (F16)
|
100% |
945
5.84 IPS |
|
Image Segmentation (I8)
|
89% |
1390
8.59 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.47 IPS |
|
Pose Estimation (F16)
|
100% |
360
1.46 IPS |
|
Pose Estimation (I8)
|
80% |
436
1.76 IPS |
|
Object Detection (F32)
|
100% |
897
31.5 IPS |
|
Object Detection (F16)
|
100% |
898
31.5 IPS |
|
Object Detection (I8)
|
52% |
702
24.6 IPS |
|
Face Detection (F32)
|
100% |
1094
12.6 IPS |
|
Face Detection (F16)
|
100% |
1077
12.4 IPS |
|
Face Detection (I8)
|
75% |
811
9.32 IPS |
|
Text Classification (F32)
|
100% |
2260
893.7 IPS |
|
Text Classification (F16)
|
100% |
2334
923.2 IPS |
|
Machine Translation (F32)
|
100% |
1685
259.7 IPS |
|
Machine Translation (F16)
|
100% |
1679
258.8 IPS |