| Upload Date | December 08 2022 11:05 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 16.1.2 |
| Model | iPhone14,7 |
| Model ID | iPhone14,7 |
| Motherboard | D27AP |
| 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 | 5.56 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
789
84.5 IPS |
|
|
Image Classification (F16)
|
100% |
761
81.6 IPS |
|
|
Image Classification (I8)
|
81% |
454
48.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
1152
7.12 IPS |
|
|
Image Segmentation (F16)
|
100% |
1126
6.96 IPS |
|
|
Image Segmentation (I8)
|
89% |
1476
9.12 IPS |
|
|
Pose Estimation (F32)
|
100% |
429
1.74 IPS |
|
|
Pose Estimation (F16)
|
100% |
422
1.71 IPS |
|
|
Pose Estimation (I8)
|
80% |
491
1.99 IPS |
|
|
Object Detection (F32)
|
100% |
1104
38.7 IPS |
|
|
Object Detection (F16)
|
100% |
1100
38.6 IPS |
|
|
Object Detection (I8)
|
52% |
727
25.5 IPS |
|
|
Face Detection (F32)
|
100% |
1363
15.7 IPS |
|
|
Face Detection (F16)
|
100% |
1338
15.4 IPS |
|
|
Face Detection (I8)
|
75% |
855
9.82 IPS |
|
|
Text Classification (F32)
|
100% |
1028
406.6 IPS |
|
|
Text Classification (F16)
|
100% |
1245
492.6 IPS |
|
|
Machine Translation (F32)
|
100% |
2050
315.9 IPS |
|
|
Machine Translation (F16)
|
100% |
2060
317.5 IPS |
Compare
Set Baseline