Upload Date | May 14 2022 09:53 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 15.5 |
Model | iPhone 11 Pro Max |
Model ID | iPhone12,5 |
Motherboard | D431AP |
CPU Information | |
---|---|
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 | 3.66 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1180
126.4 IPS |
|
Image Classification (F16)
|
100% |
1565
167.6 IPS |
|
Image Classification (I8)
|
81% |
449
48.1 IPS |
|
Image Segmentation (F32)
|
100% |
3453
21.3 IPS |
|
Image Segmentation (F16)
|
100% |
5400
33.4 IPS |
|
Image Segmentation (I8)
|
89% |
830
5.13 IPS |
|
Pose Estimation (F32)
|
100% |
1423
5.76 IPS |
|
Pose Estimation (F16)
|
100% |
4439
18.0 IPS |
|
Pose Estimation (I8)
|
80% |
152
0.61 IPS |
|
Object Detection (F32)
|
100% |
1500
52.7 IPS |
|
Object Detection (F16)
|
99% |
1862
65.3 IPS |
|
Object Detection (I8)
|
52% |
637
22.4 IPS |
|
Face Detection (F32)
|
100% |
3622
41.6 IPS |
|
Face Detection (F16)
|
97% |
5447
62.6 IPS |
|
Face Detection (I8)
|
75% |
634
7.28 IPS |
|
Text Classification (F32)
|
100% |
957
378.4 IPS |
|
Text Classification (F16)
|
98% |
1198
473.9 IPS |
|
Machine Translation (F32)
|
100% |
1185
182.7 IPS |
|
Machine Translation (F16)
|
100% |
1172
180.6 IPS |