Upload Date | September 27 2022 12:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.0.1 |
Model | iPhone15,2 |
Model ID | iPhone15,2 |
Motherboard | D73AP |
CPU Information | |
---|---|
Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.45 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 | 5.51 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2933
314.3 IPS |
|
Image Classification (F16)
|
100% |
4576
490.3 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
6561
40.5 IPS |
|
Image Segmentation (F16)
|
100% |
9207
56.9 IPS |
|
Image Segmentation (I8)
|
89% |
1367
8.44 IPS |
|
Pose Estimation (F32)
|
100% |
2411
9.76 IPS |
|
Pose Estimation (F16)
|
100% |
5149
20.8 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.05 IPS |
|
Object Detection (F32)
|
100% |
3340
117.2 IPS |
|
Object Detection (F16)
|
100% |
3371
118.3 IPS |
|
Object Detection (I8)
|
52% |
1063
37.3 IPS |
|
Face Detection (F32)
|
100% |
5993
68.9 IPS |
|
Face Detection (F16)
|
97% |
10015
115.1 IPS |
|
Face Detection (I8)
|
75% |
1047
12.0 IPS |
|
Text Classification (F32)
|
100% |
1956
773.5 IPS |
|
Text Classification (F16)
|
100% |
1867
738.4 IPS |
|
Machine Translation (F32)
|
100% |
2231
343.8 IPS |
|
Machine Translation (F16)
|
100% |
2237
344.8 IPS |