Upload Date | May 14 2022 09:43 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.4.1 |
Model | iPhone 7 |
Model ID | iPhone9,3 |
Motherboard | D101AP |
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% |
281
30.1 IPS |
|
Image Classification (F16)
|
100% |
268
28.7 IPS |
|
Image Classification (I8)
|
81% |
498
53.4 IPS |
|
Image Segmentation (F32)
|
100% |
521
3.22 IPS |
|
Image Segmentation (F16)
|
100% |
507
3.13 IPS |
|
Image Segmentation (I8)
|
89% |
917
5.66 IPS |
|
Pose Estimation (F32)
|
100% |
149
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
144
0.58 IPS |
|
Pose Estimation (I8)
|
80% |
181
0.73 IPS |
|
Object Detection (F32)
|
100% |
447
15.7 IPS |
|
Object Detection (F16)
|
100% |
432
15.2 IPS |
|
Object Detection (I8)
|
52% |
639
22.4 IPS |
|
Face Detection (F32)
|
100% |
514
5.91 IPS |
|
Face Detection (F16)
|
100% |
525
6.03 IPS |
|
Face Detection (I8)
|
75% |
572
6.57 IPS |
|
Text Classification (F32)
|
100% |
505
199.6 IPS |
|
Text Classification (F16)
|
100% |
469
185.4 IPS |
|
Machine Translation (F32)
|
100% |
506
77.9 IPS |
|
Machine Translation (F16)
|
100% |
599
92.3 IPS |