Upload Date | August 18 2024 07:47 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
570
61.0 IPS |
|
Image Classification (F16)
|
100% |
585
62.6 IPS |
|
Image Classification (I8)
|
81% |
320
34.3 IPS |
|
Image Segmentation (F32)
|
100% |
1547
9.56 IPS |
|
Image Segmentation (F16)
|
100% |
2587
16.0 IPS |
|
Image Segmentation (I8)
|
89% |
587
3.62 IPS |
|
Pose Estimation (F32)
|
100% |
645
2.61 IPS |
|
Pose Estimation (F16)
|
100% |
1213
4.91 IPS |
|
Pose Estimation (I8)
|
80% |
116
0.47 IPS |
|
Object Detection (F32)
|
100% |
945
33.2 IPS |
|
Object Detection (F16)
|
100% |
1088
38.2 IPS |
|
Object Detection (I8)
|
52% |
324
11.4 IPS |
|
Face Detection (F32)
|
100% |
1485
17.1 IPS |
|
Face Detection (F16)
|
97% |
2693
30.9 IPS |
|
Face Detection (I8)
|
75% |
268
3.08 IPS |
|
Text Classification (F32)
|
100% |
403
159.5 IPS |
|
Text Classification (F16)
|
98% |
529
209.4 IPS |
|
Machine Translation (F32)
|
100% |
455
70.1 IPS |
|
Machine Translation (F16)
|
100% |
458
70.5 IPS |