Upload Date | January 19 2022 10:20 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.0.2 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1344
144.0 IPS |
|
Image Classification (F16)
|
100% |
1530
164.0 IPS |
|
Image Classification (I8)
|
81% |
642
68.8 IPS |
|
Image Segmentation (F32)
|
100% |
4215
26.0 IPS |
|
Image Segmentation (F16)
|
100% |
5861
36.2 IPS |
|
Image Segmentation (I8)
|
89% |
1170
7.23 IPS |
|
Pose Estimation (F32)
|
100% |
1471
5.95 IPS |
|
Pose Estimation (F16)
|
100% |
4992
20.2 IPS |
|
Pose Estimation (I8)
|
80% |
221
0.89 IPS |
|
Object Detection (F32)
|
100% |
1644
57.7 IPS |
|
Object Detection (F16)
|
99% |
1690
59.3 IPS |
|
Object Detection (I8)
|
52% |
916
32.1 IPS |
|
Face Detection (F32)
|
100% |
4286
49.2 IPS |
|
Face Detection (F16)
|
97% |
5474
62.9 IPS |
|
Face Detection (I8)
|
75% |
886
10.2 IPS |
|
Text Classification (F32)
|
100% |
851
336.8 IPS |
|
Text Classification (F16)
|
98% |
1095
433.2 IPS |
|
Machine Translation (F32)
|
100% |
1677
258.5 IPS |
|
Machine Translation (F16)
|
100% |
1675
258.1 IPS |