Upload Date | September 01 2024 08:20 PM |
Views | 2 |
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% |
254
27.2 IPS |
|
Image Classification (F16)
|
100% |
216
23.1 IPS |
|
Image Classification (I8)
|
81% |
104
11.1 IPS |
|
Image Segmentation (F32)
|
100% |
338
2.09 IPS |
|
Image Segmentation (F16)
|
100% |
364
2.25 IPS |
|
Image Segmentation (I8)
|
89% |
233
1.44 IPS |
|
Pose Estimation (F32)
|
100% |
438
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
430
1.74 IPS |
|
Pose Estimation (I8)
|
80% |
51
0.20 IPS |
|
Object Detection (F32)
|
100% |
389
13.7 IPS |
|
Object Detection (F16)
|
100% |
447
15.7 IPS |
|
Object Detection (I8)
|
52% |
182
6.38 IPS |
|
Face Detection (F32)
|
100% |
616
7.07 IPS |
|
Face Detection (F16)
|
100% |
754
8.66 IPS |
|
Face Detection (I8)
|
75% |
167
1.92 IPS |
|
Text Classification (F32)
|
98% |
98
38.9 IPS |
|
Text Classification (F16)
|
98% |
99
39.2 IPS |
|
Machine Translation (F32)
|
100% |
277
42.6 IPS |
|
Machine Translation (F16)
|
100% |
299
46.1 IPS |