Upload Date | June 13 2021 07:07 AM |
Views | 1 |
System Information | |
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Operating System | iOS 14.6 |
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 | 3.67 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1312
140.6 IPS |
|
Image Classification (F16)
|
100% |
1617
173.3 IPS |
|
Image Classification (I8)
|
81% |
450
48.2 IPS |
|
Image Segmentation (F32)
|
100% |
3454
21.3 IPS |
|
Image Segmentation (F16)
|
100% |
5228
32.3 IPS |
|
Image Segmentation (I8)
|
89% |
838
5.18 IPS |
|
Pose Estimation (F32)
|
100% |
1416
5.73 IPS |
|
Pose Estimation (F16)
|
100% |
4367
17.7 IPS |
|
Pose Estimation (I8)
|
80% |
153
0.62 IPS |
|
Object Detection (F32)
|
100% |
1575
55.3 IPS |
|
Object Detection (F16)
|
99% |
1869
65.6 IPS |
|
Object Detection (I8)
|
52% |
639
22.4 IPS |
|
Face Detection (F32)
|
100% |
3596
41.3 IPS |
|
Face Detection (F16)
|
97% |
5247
60.3 IPS |
|
Face Detection (I8)
|
75% |
635
7.30 IPS |
|
Text Classification (F32)
|
100% |
983
388.9 IPS |
|
Text Classification (F16)
|
98% |
1226
484.9 IPS |
|
Machine Translation (F32)
|
100% |
1212
186.8 IPS |
|
Machine Translation (F16)
|
100% |
1210
186.5 IPS |