Upload Date | November 03 2021 04:26 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71AP |
CPU Information | |
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Name | Apple A9 |
Topology | 1 Processor, 2 Cores |
Identifier | ARM |
Base Frequency | 1.85 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 | 1.96 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
480
51.5 IPS |
|
Image Classification (F16)
|
100% |
654
70.1 IPS |
|
Image Classification (I8)
|
81% |
96
10.3 IPS |
|
Image Segmentation (F32)
|
100% |
1162
7.18 IPS |
|
Image Segmentation (F16)
|
100% |
1890
11.7 IPS |
|
Image Segmentation (I8)
|
89% |
182
1.12 IPS |
|
Pose Estimation (F32)
|
100% |
449
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
856
3.46 IPS |
|
Pose Estimation (I8)
|
80% |
34
0.14 IPS |
|
Object Detection (F32)
|
100% |
626
22.0 IPS |
|
Object Detection (F16)
|
100% |
750
26.3 IPS |
|
Object Detection (I8)
|
52% |
137
4.80 IPS |
|
Face Detection (F32)
|
100% |
1112
12.8 IPS |
|
Face Detection (F16)
|
97% |
1943
22.3 IPS |
|
Face Detection (I8)
|
75% |
136
1.56 IPS |
|
Text Classification (F32)
|
100% |
403
159.3 IPS |
|
Text Classification (F16)
|
98% |
393
155.4 IPS |
|
Machine Translation (F32)
|
100% |
238
36.7 IPS |
|
Machine Translation (F16)
|
100% |
235
36.2 IPS |