Upload Date | December 28 2024 10:01 PM |
Views | 5 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
273
29.3 IPS |
|
Image Classification (F16)
|
100% |
270
29.0 IPS |
|
Image Classification (I8)
|
81% |
484
51.9 IPS |
|
Image Segmentation (F32)
|
100% |
460
2.84 IPS |
|
Image Segmentation (F16)
|
100% |
466
2.88 IPS |
|
Image Segmentation (I8)
|
89% |
768
4.75 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
128
0.52 IPS |
|
Pose Estimation (I8)
|
80% |
153
0.62 IPS |
|
Object Detection (F32)
|
100% |
353
12.4 IPS |
|
Object Detection (F16)
|
100% |
351
12.3 IPS |
|
Object Detection (I8)
|
52% |
534
18.7 IPS |
|
Face Detection (F32)
|
100% |
457
5.25 IPS |
|
Face Detection (F16)
|
100% |
457
5.26 IPS |
|
Face Detection (I8)
|
75% |
487
5.59 IPS |
|
Text Classification (F32)
|
100% |
422
167.0 IPS |
|
Text Classification (F16)
|
100% |
410
162.2 IPS |
|
Machine Translation (F32)
|
100% |
434
66.9 IPS |
|
Machine Translation (F16)
|
100% |
431
66.4 IPS |