Upload Date | December 07 2024 12:40 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.3 |
Model | iPhone 7 |
Model ID | iPhone9,1 |
Motherboard | D10AP |
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 | 1.95 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
288
30.8 IPS |
|
Image Classification (F16)
|
100% |
284
30.4 IPS |
|
Image Classification (I8)
|
81% |
551
59.0 IPS |
|
Image Segmentation (F32)
|
100% |
521
3.22 IPS |
|
Image Segmentation (F16)
|
100% |
529
3.27 IPS |
|
Image Segmentation (I8)
|
89% |
974
6.01 IPS |
|
Pose Estimation (F32)
|
100% |
155
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
149
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
193
0.78 IPS |
|
Object Detection (F32)
|
100% |
405
14.2 IPS |
|
Object Detection (F16)
|
100% |
438
15.4 IPS |
|
Object Detection (I8)
|
52% |
703
24.7 IPS |
|
Face Detection (F32)
|
100% |
553
6.36 IPS |
|
Face Detection (F16)
|
100% |
557
6.40 IPS |
|
Face Detection (I8)
|
75% |
642
7.37 IPS |
|
Text Classification (F32)
|
100% |
499
197.4 IPS |
|
Text Classification (F16)
|
100% |
495
195.9 IPS |
|
Machine Translation (F32)
|
100% |
474
73.0 IPS |
|
Machine Translation (F16)
|
100% |
560
86.3 IPS |