Upload Date | April 27 2024 04:04 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.8.2 |
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% |
245
26.3 IPS |
|
Image Classification (F16)
|
100% |
231
24.8 IPS |
|
Image Classification (I8)
|
81% |
316
33.9 IPS |
|
Image Segmentation (F32)
|
100% |
612
3.78 IPS |
|
Image Segmentation (F16)
|
100% |
609
3.76 IPS |
|
Image Segmentation (I8)
|
89% |
540
3.34 IPS |
|
Pose Estimation (F32)
|
100% |
439
1.77 IPS |
|
Pose Estimation (F16)
|
100% |
437
1.77 IPS |
|
Pose Estimation (I8)
|
80% |
95
0.38 IPS |
|
Object Detection (F32)
|
100% |
368
12.9 IPS |
|
Object Detection (F16)
|
100% |
519
18.2 IPS |
|
Object Detection (I8)
|
52% |
260
9.13 IPS |
|
Face Detection (F32)
|
100% |
608
6.98 IPS |
|
Face Detection (F16)
|
100% |
746
8.57 IPS |
|
Face Detection (I8)
|
75% |
296
3.40 IPS |
|
Text Classification (F32)
|
98% |
134
52.9 IPS |
|
Text Classification (F16)
|
98% |
138
54.7 IPS |
|
Machine Translation (F32)
|
100% |
467
72.0 IPS |
|
Machine Translation (F16)
|
100% |
498
76.8 IPS |