Upload Date | November 13 2024 11:17 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
283
30.3 IPS |
|
Image Classification (F16)
|
100% |
272
29.1 IPS |
|
Image Classification (I8)
|
81% |
530
56.7 IPS |
|
Image Segmentation (F32)
|
100% |
485
2.99 IPS |
|
Image Segmentation (F16)
|
100% |
510
3.15 IPS |
|
Image Segmentation (I8)
|
89% |
921
5.69 IPS |
|
Pose Estimation (F32)
|
100% |
144
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
127
0.51 IPS |
|
Pose Estimation (I8)
|
80% |
185
0.75 IPS |
|
Object Detection (F32)
|
100% |
413
14.5 IPS |
|
Object Detection (F16)
|
100% |
414
14.5 IPS |
|
Object Detection (I8)
|
52% |
646
22.7 IPS |
|
Face Detection (F32)
|
100% |
544
6.25 IPS |
|
Face Detection (F16)
|
100% |
530
6.09 IPS |
|
Face Detection (I8)
|
75% |
605
6.95 IPS |
|
Text Classification (F32)
|
100% |
452
179.0 IPS |
|
Text Classification (F16)
|
100% |
454
179.5 IPS |
|
Machine Translation (F32)
|
100% |
550
84.7 IPS |
|
Machine Translation (F16)
|
100% |
565
87.0 IPS |