Upload Date | September 11 2024 06:17 PM |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
219
23.5 IPS |
|
Image Classification (F16)
|
100% |
235
25.2 IPS |
|
Image Classification (I8)
|
81% |
104
11.1 IPS |
|
Image Segmentation (F32)
|
100% |
315
1.94 IPS |
|
Image Segmentation (F16)
|
100% |
315
1.95 IPS |
|
Image Segmentation (I8)
|
89% |
189
1.17 IPS |
|
Pose Estimation (F32)
|
100% |
432
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
377
1.53 IPS |
|
Pose Estimation (I8)
|
80% |
40
0.16 IPS |
|
Object Detection (F32)
|
100% |
401
14.1 IPS |
|
Object Detection (F16)
|
100% |
405
14.2 IPS |
|
Object Detection (I8)
|
52% |
149
5.21 IPS |
|
Face Detection (F32)
|
100% |
650
7.47 IPS |
|
Face Detection (F16)
|
100% |
682
7.84 IPS |
|
Face Detection (I8)
|
75% |
149
1.72 IPS |
|
Text Classification (F32)
|
98% |
89
35.3 IPS |
|
Text Classification (F16)
|
98% |
91
36.1 IPS |
|
Machine Translation (F32)
|
100% |
232
35.8 IPS |
|
Machine Translation (F16)
|
100% |
235
36.3 IPS |