Upload Date | November 21 2024 12:59 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% |
130
13.9 IPS |
|
Image Classification (F16)
|
100% |
131
14.1 IPS |
|
Image Classification (I8)
|
81% |
253
27.1 IPS |
|
Image Segmentation (F32)
|
100% |
255
1.58 IPS |
|
Image Segmentation (F16)
|
100% |
256
1.58 IPS |
|
Image Segmentation (I8)
|
89% |
467
2.89 IPS |
|
Pose Estimation (F32)
|
100% |
80
0.33 IPS |
|
Pose Estimation (F16)
|
100% |
82
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
106
0.43 IPS |
|
Object Detection (F32)
|
100% |
248
8.69 IPS |
|
Object Detection (F16)
|
100% |
248
8.70 IPS |
|
Object Detection (I8)
|
52% |
364
12.8 IPS |
|
Face Detection (F32)
|
100% |
318
3.66 IPS |
|
Face Detection (F16)
|
100% |
319
3.67 IPS |
|
Face Detection (I8)
|
75% |
336
3.86 IPS |
|
Text Classification (F32)
|
100% |
316
125.0 IPS |
|
Text Classification (F16)
|
100% |
319
126.2 IPS |
|
Machine Translation (F32)
|
100% |
321
49.4 IPS |
|
Machine Translation (F16)
|
100% |
323
49.8 IPS |