Upload Date | June 13 2021 12:50 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone X |
Model ID | iPhone10,3 |
Motherboard | D22AP |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
381
40.8 IPS |
|
Image Classification (F16)
|
100% |
383
41.0 IPS |
|
Image Classification (I8)
|
81% |
291
31.2 IPS |
|
Image Segmentation (F32)
|
100% |
660
4.08 IPS |
|
Image Segmentation (F16)
|
100% |
657
4.06 IPS |
|
Image Segmentation (I8)
|
89% |
877
5.42 IPS |
|
Pose Estimation (F32)
|
100% |
232
0.94 IPS |
|
Pose Estimation (F16)
|
100% |
222
0.90 IPS |
|
Pose Estimation (I8)
|
80% |
80
0.32 IPS |
|
Object Detection (F32)
|
100% |
275
9.66 IPS |
|
Object Detection (F16)
|
100% |
341
12.0 IPS |
|
Object Detection (I8)
|
52% |
512
18.0 IPS |
|
Face Detection (F32)
|
100% |
539
6.20 IPS |
|
Face Detection (F16)
|
100% |
550
6.32 IPS |
|
Face Detection (I8)
|
75% |
597
6.85 IPS |
|
Text Classification (F32)
|
100% |
631
249.6 IPS |
|
Text Classification (F16)
|
100% |
714
282.4 IPS |
|
Machine Translation (F32)
|
100% |
754
116.3 IPS |
|
Machine Translation (F16)
|
100% |
789
121.6 IPS |