Upload Date | November 17 2024 03:42 PM |
Views | 1 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
282
30.2 IPS |
|
Image Classification (F16)
|
100% |
293
31.4 IPS |
|
Image Classification (I8)
|
81% |
522
56.0 IPS |
|
Image Segmentation (F32)
|
100% |
518
3.20 IPS |
|
Image Segmentation (F16)
|
100% |
506
3.12 IPS |
|
Image Segmentation (I8)
|
89% |
964
5.96 IPS |
|
Pose Estimation (F32)
|
100% |
154
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
177
0.72 IPS |
|
Object Detection (F32)
|
100% |
448
15.7 IPS |
|
Object Detection (F16)
|
100% |
453
15.9 IPS |
|
Object Detection (I8)
|
52% |
661
23.2 IPS |
|
Face Detection (F32)
|
100% |
533
6.12 IPS |
|
Face Detection (F16)
|
100% |
554
6.37 IPS |
|
Face Detection (I8)
|
75% |
609
6.99 IPS |
|
Text Classification (F32)
|
100% |
476
188.3 IPS |
|
Text Classification (F16)
|
100% |
475
187.9 IPS |
|
Machine Translation (F32)
|
100% |
563
86.7 IPS |
|
Machine Translation (F16)
|
100% |
561
86.4 IPS |