Upload Date | September 29 2021 01:25 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.0 |
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% |
347
37.2 IPS |
|
Image Classification (F16)
|
100% |
335
35.9 IPS |
|
Image Classification (I8)
|
81% |
391
41.9 IPS |
|
Image Segmentation (F32)
|
100% |
505
3.12 IPS |
|
Image Segmentation (F16)
|
100% |
464
2.86 IPS |
|
Image Segmentation (I8)
|
89% |
783
4.84 IPS |
|
Pose Estimation (F32)
|
100% |
185
0.75 IPS |
|
Pose Estimation (F16)
|
100% |
148
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
133
0.54 IPS |
|
Object Detection (F32)
|
100% |
338
11.8 IPS |
|
Object Detection (F16)
|
100% |
337
11.8 IPS |
|
Object Detection (I8)
|
52% |
487
17.1 IPS |
|
Face Detection (F32)
|
100% |
535
6.14 IPS |
|
Face Detection (F16)
|
100% |
528
6.06 IPS |
|
Face Detection (I8)
|
75% |
555
6.38 IPS |
|
Text Classification (F32)
|
100% |
282
111.3 IPS |
|
Text Classification (F16)
|
100% |
433
171.1 IPS |
|
Machine Translation (F32)
|
100% |
481
74.2 IPS |
|
Machine Translation (F16)
|
100% |
601
92.6 IPS |