Upload Date | September 12 2024 12:04 AM |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
261
28.0 IPS |
|
Image Classification (F16)
|
100% |
258
27.6 IPS |
|
Image Classification (I8)
|
81% |
140
15.0 IPS |
|
Image Segmentation (F32)
|
100% |
390
2.41 IPS |
|
Image Segmentation (F16)
|
100% |
390
2.41 IPS |
|
Image Segmentation (I8)
|
89% |
256
1.58 IPS |
|
Pose Estimation (F32)
|
100% |
432
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
434
1.76 IPS |
|
Pose Estimation (I8)
|
80% |
55
0.22 IPS |
|
Object Detection (F32)
|
100% |
510
17.9 IPS |
|
Object Detection (F16)
|
100% |
506
17.8 IPS |
|
Object Detection (I8)
|
52% |
200
7.01 IPS |
|
Face Detection (F32)
|
100% |
729
8.37 IPS |
|
Face Detection (F16)
|
100% |
707
8.12 IPS |
|
Face Detection (I8)
|
75% |
183
2.10 IPS |
|
Text Classification (F32)
|
98% |
93
36.7 IPS |
|
Text Classification (F16)
|
98% |
94
37.0 IPS |
|
Machine Translation (F32)
|
100% |
280
43.2 IPS |
|
Machine Translation (F16)
|
100% |
277
42.7 IPS |