Upload Date | January 25 2023 10:50 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.7.2 |
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% |
93
9.93 IPS |
|
Image Classification (F16)
|
100% |
76
8.13 IPS |
|
Image Classification (I8)
|
81% |
113
12.1 IPS |
|
Image Segmentation (F32)
|
100% |
182
1.12 IPS |
|
Image Segmentation (F16)
|
100% |
172
1.06 IPS |
|
Image Segmentation (I8)
|
89% |
202
1.25 IPS |
|
Pose Estimation (F32)
|
100% |
42
0.17 IPS |
|
Pose Estimation (F16)
|
100% |
40
0.16 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
164
5.76 IPS |
|
Object Detection (F16)
|
100% |
219
7.68 IPS |
|
Object Detection (I8)
|
52% |
390
13.7 IPS |
|
Face Detection (F32)
|
100% |
227
2.61 IPS |
|
Face Detection (F16)
|
100% |
178
2.05 IPS |
|
Face Detection (I8)
|
75% |
177
2.04 IPS |
|
Text Classification (F32)
|
100% |
194
76.9 IPS |
|
Text Classification (F16)
|
100% |
190
75.2 IPS |
|
Machine Translation (F32)
|
100% |
349
53.7 IPS |
|
Machine Translation (F16)
|
100% |
365
56.2 IPS |