Upload Date | May 17 2022 12:59 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
---|---|
Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 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 | 5.49 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2850
305.4 IPS |
|
Image Classification (F16)
|
100% |
4466
478.5 IPS |
|
Image Classification (I8)
|
81% |
694
74.3 IPS |
|
Image Segmentation (F32)
|
100% |
5917
36.6 IPS |
|
Image Segmentation (F16)
|
100% |
8456
52.2 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
1906
7.71 IPS |
|
Pose Estimation (F16)
|
100% |
4887
19.8 IPS |
|
Pose Estimation (I8)
|
80% |
239
0.97 IPS |
|
Object Detection (F32)
|
100% |
3704
130.0 IPS |
|
Object Detection (F16)
|
100% |
5075
178.1 IPS |
|
Object Detection (I8)
|
52% |
968
34.0 IPS |
|
Face Detection (F32)
|
100% |
5090
58.5 IPS |
|
Face Detection (F16)
|
97% |
9267
106.5 IPS |
|
Face Detection (I8)
|
75% |
935
10.7 IPS |
|
Text Classification (F32)
|
100% |
2506
991.3 IPS |
|
Text Classification (F16)
|
100% |
2707
1.07 KIPS |
|
Machine Translation (F32)
|
100% |
1951
300.6 IPS |
|
Machine Translation (F16)
|
100% |
1952
300.8 IPS |