Upload Date | August 15 2024 06:39 PM |
Views | 3 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 Plus |
Model ID | iPhone9,4 |
Motherboard | D111AP |
CPU Information | |
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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 | 2.93 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
566
60.7 IPS |
|
Image Classification (F16)
|
100% |
581
62.3 IPS |
|
Image Classification (I8)
|
81% |
318
34.1 IPS |
|
Image Segmentation (F32)
|
100% |
1536
9.49 IPS |
|
Image Segmentation (F16)
|
100% |
2548
15.7 IPS |
|
Image Segmentation (I8)
|
89% |
564
3.49 IPS |
|
Pose Estimation (F32)
|
100% |
639
2.58 IPS |
|
Pose Estimation (F16)
|
100% |
1212
4.90 IPS |
|
Pose Estimation (I8)
|
80% |
119
0.48 IPS |
|
Object Detection (F32)
|
100% |
940
33.0 IPS |
|
Object Detection (F16)
|
100% |
1208
42.4 IPS |
|
Object Detection (I8)
|
52% |
437
15.3 IPS |
|
Face Detection (F32)
|
100% |
1481
17.0 IPS |
|
Face Detection (F16)
|
97% |
2700
31.0 IPS |
|
Face Detection (I8)
|
75% |
372
4.27 IPS |
|
Text Classification (F32)
|
100% |
405
160.1 IPS |
|
Text Classification (F16)
|
98% |
544
215.3 IPS |
|
Machine Translation (F32)
|
100% |
600
92.4 IPS |
|
Machine Translation (F16)
|
100% |
573
88.3 IPS |