Upload Date | September 11 2024 12:06 AM |
Views | 1 |
System Information | |
---|---|
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
362
38.8 IPS |
|
Image Classification (F16)
|
100% |
644
69.0 IPS |
|
Image Classification (I8)
|
81% |
84
9.04 IPS |
|
Image Segmentation (F32)
|
100% |
566
3.50 IPS |
|
Image Segmentation (F16)
|
100% |
974
6.01 IPS |
|
Image Segmentation (I8)
|
89% |
161
0.99 IPS |
|
Pose Estimation (F32)
|
100% |
253
1.02 IPS |
|
Pose Estimation (F16)
|
100% |
594
2.40 IPS |
|
Pose Estimation (I8)
|
80% |
30
0.12 IPS |
|
Object Detection (F32)
|
100% |
363
12.7 IPS |
|
Object Detection (F16)
|
100% |
726
25.5 IPS |
|
Object Detection (I8)
|
52% |
121
4.23 IPS |
|
Face Detection (F32)
|
100% |
566
6.50 IPS |
|
Face Detection (F16)
|
97% |
982
11.3 IPS |
|
Face Detection (I8)
|
75% |
121
1.39 IPS |
|
Text Classification (F32)
|
100% |
399
158.0 IPS |
|
Text Classification (F16)
|
98% |
419
165.7 IPS |
|
Machine Translation (F32)
|
100% |
209
32.2 IPS |
|
Machine Translation (F16)
|
100% |
208
32.0 IPS |