| Upload Date | September 17 2021 12:47 PM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | iOS 15.0 |
| Model | iPhone14,4 |
| Model ID | iPhone14,4 |
| Motherboard | D16AP |
| CPU Information | |
|---|---|
| Name | ARM |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 3.23 GHz |
| L1 Instruction Cache | 128 KB x 1 |
| L1 Data Cache | 64.0 KB x 1 |
| L2 Cache | 4.00 MB x 1 |
| Memory Information | |
|---|---|
| Size | 3.61 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
780
83.6 IPS |
|
|
Image Classification (F16)
|
100% |
735
78.7 IPS |
|
|
Image Classification (I8)
|
81% |
467
50.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
1053
6.50 IPS |
|
|
Image Segmentation (F16)
|
100% |
1019
6.29 IPS |
|
|
Image Segmentation (I8)
|
89% |
1451
8.96 IPS |
|
|
Pose Estimation (F32)
|
100% |
407
1.65 IPS |
|
|
Pose Estimation (F16)
|
100% |
396
1.60 IPS |
|
|
Pose Estimation (I8)
|
80% |
468
1.90 IPS |
|
|
Object Detection (F32)
|
100% |
1014
35.6 IPS |
|
|
Object Detection (F16)
|
100% |
1009
35.4 IPS |
|
|
Object Detection (I8)
|
52% |
766
26.9 IPS |
|
|
Face Detection (F32)
|
100% |
1269
14.6 IPS |
|
|
Face Detection (F16)
|
100% |
1239
14.2 IPS |
|
|
Face Detection (I8)
|
75% |
843
9.69 IPS |
|
|
Text Classification (F32)
|
100% |
1172
463.4 IPS |
|
|
Text Classification (F16)
|
100% |
1285
508.3 IPS |
|
|
Machine Translation (F32)
|
100% |
1975
304.3 IPS |
|
|
Machine Translation (F16)
|
100% |
1966
302.9 IPS |