Upload Date | September 17 2021 12:41 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.8 |
Model | iPhone X |
Model ID | iPhone10,6 |
Motherboard | D221AP |
CPU Information | |
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Name | Apple A11 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.39 GHz |
L1 Instruction Cache | 48.0 KB x 1 |
L1 Data Cache | 32.0 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 2.76 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
647
69.4 IPS |
|
Image Classification (F16)
|
100% |
802
86.0 IPS |
|
Image Classification (I8)
|
81% |
292
31.3 IPS |
|
Image Segmentation (F32)
|
100% |
1918
11.8 IPS |
|
Image Segmentation (F16)
|
100% |
3520
21.7 IPS |
|
Image Segmentation (I8)
|
89% |
502
3.10 IPS |
|
Pose Estimation (F32)
|
100% |
632
2.56 IPS |
|
Pose Estimation (F16)
|
100% |
2211
8.95 IPS |
|
Pose Estimation (I8)
|
80% |
97
0.39 IPS |
|
Object Detection (F32)
|
100% |
1205
42.3 IPS |
|
Object Detection (F16)
|
99% |
1307
45.9 IPS |
|
Object Detection (I8)
|
52% |
397
13.9 IPS |
|
Face Detection (F32)
|
100% |
1945
22.3 IPS |
|
Face Detection (F16)
|
97% |
3919
45.0 IPS |
|
Face Detection (I8)
|
75% |
387
4.45 IPS |
|
Text Classification (F32)
|
100% |
487
192.6 IPS |
|
Text Classification (F16)
|
98% |
706
279.2 IPS |
|
Machine Translation (F32)
|
100% |
618
95.3 IPS |
|
Machine Translation (F16)
|
100% |
621
95.7 IPS |