| Upload Date | January 17 2025 10:12 AM |
| Views | 7 |
| System Information | |
|---|---|
| Operating System | iOS 15.8.3 |
| Model | iPhone 7 |
| Model ID | iPhone9,3 |
| Motherboard | D101AP |
| 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 | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
568
60.8 IPS |
|
|
Image Classification (F16)
|
100% |
596
63.9 IPS |
|
|
Image Classification (I8)
|
81% |
315
33.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
1513
9.35 IPS |
|
|
Image Segmentation (F16)
|
100% |
2526
15.6 IPS |
|
|
Image Segmentation (I8)
|
89% |
551
3.40 IPS |
|
|
Pose Estimation (F32)
|
100% |
636
2.57 IPS |
|
|
Pose Estimation (F16)
|
100% |
1199
4.85 IPS |
|
|
Pose Estimation (I8)
|
80% |
118
0.48 IPS |
|
|
Object Detection (F32)
|
100% |
915
32.1 IPS |
|
|
Object Detection (F16)
|
100% |
1063
37.3 IPS |
|
|
Object Detection (I8)
|
52% |
398
14.0 IPS |
|
|
Face Detection (F32)
|
100% |
1457
16.7 IPS |
|
|
Face Detection (F16)
|
97% |
2648
30.4 IPS |
|
|
Face Detection (I8)
|
75% |
360
4.13 IPS |
|
|
Text Classification (F32)
|
100% |
407
160.8 IPS |
|
|
Text Classification (F16)
|
98% |
551
217.9 IPS |
|
|
Machine Translation (F32)
|
100% |
560
86.2 IPS |
|
|
Machine Translation (F16)
|
100% |
646
99.6 IPS |