Upload Date | June 12 2021 08:24 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4871
521.9 IPS |
|
Image Classification (F16)
|
100% |
4859
520.6 IPS |
|
Image Classification (I8)
|
81% |
646
69.3 IPS |
|
Image Segmentation (F32)
|
100% |
1796
11.1 IPS |
|
Image Segmentation (F16)
|
100% |
1797
11.1 IPS |
|
Image Segmentation (I8)
|
89% |
1162
7.18 IPS |
|
Pose Estimation (F32)
|
100% |
17286
69.9 IPS |
|
Pose Estimation (F16)
|
100% |
18241
73.8 IPS |
|
Pose Estimation (I8)
|
80% |
223
0.90 IPS |
|
Object Detection (F32)
|
100% |
6220
218.3 IPS |
|
Object Detection (F16)
|
100% |
6528
229.1 IPS |
|
Object Detection (I8)
|
52% |
874
30.7 IPS |
|
Face Detection (F32)
|
100% |
6110
70.2 IPS |
|
Face Detection (F16)
|
100% |
6142
70.6 IPS |
|
Face Detection (I8)
|
75% |
852
9.78 IPS |
|
Text Classification (F32)
|
100% |
989
391.1 IPS |
|
Text Classification (F16)
|
100% |
1029
406.9 IPS |
|
Machine Translation (F32)
|
100% |
1684
259.5 IPS |
|
Machine Translation (F16)
|
100% |
1682
259.3 IPS |