Upload Date | February 22 2023 09:42 AM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 16.1.2 |
Model | iPhone15,3 |
Model ID | iPhone15,3 |
Motherboard | D74AP |
CPU Information | |
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Name | ARM |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.44 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 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2894
310.1 IPS |
|
Image Classification (F16)
|
100% |
4480
480.0 IPS |
|
Image Classification (I8)
|
81% |
745
79.8 IPS |
|
Image Segmentation (F32)
|
100% |
6489
40.1 IPS |
|
Image Segmentation (F16)
|
100% |
9254
57.2 IPS |
|
Image Segmentation (I8)
|
89% |
1367
8.45 IPS |
|
Pose Estimation (F32)
|
100% |
2391
9.67 IPS |
|
Pose Estimation (F16)
|
100% |
5099
20.6 IPS |
|
Pose Estimation (I8)
|
80% |
258
1.04 IPS |
|
Object Detection (F32)
|
100% |
3425
120.2 IPS |
|
Object Detection (F16)
|
100% |
3541
124.3 IPS |
|
Object Detection (I8)
|
52% |
1062
37.3 IPS |
|
Face Detection (F32)
|
100% |
5879
67.5 IPS |
|
Face Detection (F16)
|
97% |
9971
114.6 IPS |
|
Face Detection (I8)
|
75% |
1048
12.0 IPS |
|
Text Classification (F32)
|
100% |
2082
823.6 IPS |
|
Text Classification (F16)
|
100% |
1953
772.5 IPS |
|
Machine Translation (F32)
|
100% |
2239
345.0 IPS |
|
Machine Translation (F16)
|
100% |
2254
347.3 IPS |