| Upload Date | January 06 2025 08:54 PM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | iOS 15.8.3 |
| Model | iPhone 7 |
| Model ID | iPhone9,1 |
| Motherboard | D10AP |
| CPU Information | |
|---|---|
| Name | Apple A10 Fusion |
| Topology | 1 Processor, 2 Cores |
| Identifier | ARM |
| Base Frequency | 2.34 GHz |
| L1 Instruction Cache | 64.0 KB x 1 |
| L1 Data Cache | 64.0 KB x 1 |
| L2 Cache | 3.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 1.95 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
282
30.2 IPS |
|
|
Image Classification (F16)
|
100% |
281
30.1 IPS |
|
|
Image Classification (I8)
|
81% |
559
59.9 IPS |
|
|
Image Segmentation (F32)
|
100% |
351
2.17 IPS |
|
|
Image Segmentation (F16)
|
100% |
353
2.18 IPS |
|
|
Image Segmentation (I8)
|
89% |
1014
6.27 IPS |
|
|
Pose Estimation (F32)
|
100% |
107
0.43 IPS |
|
|
Pose Estimation (F16)
|
100% |
108
0.44 IPS |
|
|
Pose Estimation (I8)
|
80% |
227
0.92 IPS |
|
|
Object Detection (F32)
|
100% |
345
12.1 IPS |
|
|
Object Detection (F16)
|
100% |
365
12.8 IPS |
|
|
Object Detection (I8)
|
52% |
790
27.7 IPS |
|
|
Face Detection (F32)
|
100% |
429
4.93 IPS |
|
|
Face Detection (F16)
|
100% |
433
4.97 IPS |
|
|
Face Detection (I8)
|
75% |
742
8.53 IPS |
|
|
Text Classification (F32)
|
100% |
540
213.5 IPS |
|
|
Text Classification (F16)
|
100% |
602
238.3 IPS |
|
|
Machine Translation (F32)
|
100% |
683
105.3 IPS |
|
|
Machine Translation (F16)
|
100% |
690
106.3 IPS |