| Upload Date | December 08 2022 10:01 PM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.2 |
| Model | iPhone 8 |
| Model ID | iPhone10,1 |
| Motherboard | D20AP |
| CPU Information | |
|---|---|
| Name | Apple A11 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.39 GHz |
| L1 Instruction Cache | 48.0 KB x 1 |
| L1 Data Cache | 32.0 KB x 1 |
| L2 Cache | 8.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 1.93 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
380
40.7 IPS |
|
|
Image Classification (F16)
|
100% |
375
40.2 IPS |
|
|
Image Classification (I8)
|
81% |
290
31.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
643
3.97 IPS |
|
|
Image Segmentation (F16)
|
100% |
639
3.95 IPS |
|
|
Image Segmentation (I8)
|
89% |
812
5.01 IPS |
|
|
Pose Estimation (F32)
|
100% |
199
0.80 IPS |
|
|
Pose Estimation (F16)
|
100% |
205
0.83 IPS |
|
|
Pose Estimation (I8)
|
80% |
225
0.91 IPS |
|
|
Object Detection (F32)
|
100% |
560
19.7 IPS |
|
|
Object Detection (F16)
|
100% |
582
20.4 IPS |
|
|
Object Detection (I8)
|
52% |
521
18.3 IPS |
|
|
Face Detection (F32)
|
100% |
734
8.43 IPS |
|
|
Face Detection (F16)
|
100% |
620
7.12 IPS |
|
|
Face Detection (I8)
|
75% |
487
5.60 IPS |
|
|
Text Classification (F32)
|
100% |
582
230.0 IPS |
|
|
Text Classification (F16)
|
100% |
684
270.6 IPS |
|
|
Machine Translation (F32)
|
100% |
745
114.9 IPS |
|
|
Machine Translation (F16)
|
100% |
744
114.7 IPS |
Compare
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