| Upload Date | December 02 2023 12:53 AM |
| Views | 3 |
| System Information | |
|---|---|
| Operating System | iOS 15.8 |
| 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% |
278
29.8 IPS |
|
|
Image Classification (F16)
|
100% |
276
29.5 IPS |
|
|
Image Classification (I8)
|
81% |
509
54.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
501
3.09 IPS |
|
|
Image Segmentation (F16)
|
100% |
511
3.16 IPS |
|
|
Image Segmentation (I8)
|
89% |
925
5.71 IPS |
|
|
Pose Estimation (F32)
|
100% |
154
0.62 IPS |
|
|
Pose Estimation (F16)
|
100% |
146
0.59 IPS |
|
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
|
Object Detection (F32)
|
100% |
434
15.2 IPS |
|
|
Object Detection (F16)
|
100% |
419
14.7 IPS |
|
|
Object Detection (I8)
|
52% |
646
22.7 IPS |
|
|
Face Detection (F32)
|
100% |
536
6.16 IPS |
|
|
Face Detection (F16)
|
100% |
529
6.07 IPS |
|
|
Face Detection (I8)
|
75% |
599
6.89 IPS |
|
|
Text Classification (F32)
|
100% |
504
199.3 IPS |
|
|
Text Classification (F16)
|
100% |
474
187.3 IPS |
|
|
Machine Translation (F32)
|
100% |
586
90.2 IPS |
|
|
Machine Translation (F16)
|
100% |
508
78.3 IPS |