Upload Date | September 11 2024 12:01 AM |
Views | 1 |
System Information | |
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Operating System | iOS 15.8.3 |
Model | iPhone 6s |
Model ID | iPhone8,1 |
Motherboard | N71mAP |
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 | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
264
28.3 IPS |
|
Image Classification (F16)
|
100% |
257
27.5 IPS |
|
Image Classification (I8)
|
81% |
95
10.1 IPS |
|
Image Segmentation (F32)
|
100% |
219
1.35 IPS |
|
Image Segmentation (F16)
|
100% |
220
1.36 IPS |
|
Image Segmentation (I8)
|
89% |
179
1.11 IPS |
|
Pose Estimation (F32)
|
100% |
145
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
137
0.55 IPS |
|
Pose Estimation (I8)
|
80% |
30
0.12 IPS |
|
Object Detection (F32)
|
100% |
320
11.2 IPS |
|
Object Detection (F16)
|
100% |
320
11.2 IPS |
|
Object Detection (I8)
|
52% |
121
4.23 IPS |
|
Face Detection (F32)
|
100% |
364
4.18 IPS |
|
Face Detection (F16)
|
100% |
339
3.89 IPS |
|
Face Detection (I8)
|
75% |
120
1.38 IPS |
|
Text Classification (F32)
|
98% |
68
26.8 IPS |
|
Text Classification (F16)
|
98% |
68
26.8 IPS |
|
Machine Translation (F32)
|
100% |
211
32.5 IPS |
|
Machine Translation (F16)
|
100% |
203
31.3 IPS |