| Upload Date | December 08 2022 07:06 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 14.8.1 |
| 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 |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
266
28.5 IPS |
|
|
Image Classification (F16)
|
100% |
245
26.3 IPS |
|
|
Image Classification (I8)
|
81% |
462
49.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
451
2.78 IPS |
|
|
Image Segmentation (F16)
|
100% |
440
2.72 IPS |
|
|
Image Segmentation (I8)
|
89% |
801
4.95 IPS |
|
|
Pose Estimation (F32)
|
100% |
139
0.56 IPS |
|
|
Pose Estimation (F16)
|
100% |
136
0.55 IPS |
|
|
Pose Estimation (I8)
|
80% |
177
0.72 IPS |
|
|
Object Detection (F32)
|
100% |
399
14.0 IPS |
|
|
Object Detection (F16)
|
100% |
400
14.0 IPS |
|
|
Object Detection (I8)
|
52% |
617
21.6 IPS |
|
|
Face Detection (F32)
|
100% |
510
5.85 IPS |
|
|
Face Detection (F16)
|
100% |
481
5.52 IPS |
|
|
Face Detection (I8)
|
75% |
541
6.21 IPS |
|
|
Text Classification (F32)
|
100% |
459
181.7 IPS |
|
|
Text Classification (F16)
|
100% |
472
186.7 IPS |
|
|
Machine Translation (F32)
|
100% |
508
78.3 IPS |
|
|
Machine Translation (F16)
|
100% |
550
84.8 IPS |
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