| Upload Date | August 13 2023 08:51 AM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | iOS 17.0 |
| Model | iPhone 12 Pro Max |
| Model ID | iPhone13,4 |
| Motherboard | D54pAP |
| CPU Information | |
|---|---|
| Name | Apple A14 Bionic |
| Topology | 1 Processor, 6 Cores |
| Identifier | ARM |
| Base Frequency | 2.99 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 | 5.53 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
595
63.7 IPS |
|
|
Image Classification (F16)
|
100% |
548
58.7 IPS |
|
|
Image Classification (I8)
|
81% |
408
43.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
931
5.75 IPS |
|
|
Image Segmentation (F16)
|
100% |
838
5.18 IPS |
|
|
Image Segmentation (I8)
|
89% |
1335
8.24 IPS |
|
|
Pose Estimation (F32)
|
100% |
313
1.27 IPS |
|
|
Pose Estimation (F16)
|
100% |
307
1.24 IPS |
|
|
Pose Estimation (I8)
|
80% |
388
1.57 IPS |
|
|
Object Detection (F32)
|
100% |
877
30.8 IPS |
|
|
Object Detection (F16)
|
100% |
881
30.9 IPS |
|
|
Object Detection (I8)
|
52% |
855
30.0 IPS |
|
|
Face Detection (F32)
|
100% |
895
10.3 IPS |
|
|
Face Detection (F16)
|
100% |
890
10.2 IPS |
|
|
Face Detection (I8)
|
75% |
854
9.81 IPS |
|
|
Text Classification (F32)
|
100% |
2350
929.4 IPS |
|
|
Text Classification (F16)
|
100% |
2777
1.10 KIPS |
|
|
Machine Translation (F32)
|
100% |
1708
263.3 IPS |
|
|
Machine Translation (F16)
|
100% |
1702
262.3 IPS |