Upload Date | October 03 2023 01:17 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.8 |
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 | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
907
97.1 IPS |
|
Image Classification (F16)
|
100% |
753
80.7 IPS |
|
Image Classification (I8)
|
81% |
352
37.8 IPS |
|
Image Segmentation (F32)
|
100% |
2029
12.5 IPS |
|
Image Segmentation (F16)
|
100% |
3684
22.8 IPS |
|
Image Segmentation (I8)
|
89% |
570
3.52 IPS |
|
Pose Estimation (F32)
|
100% |
661
2.68 IPS |
|
Pose Estimation (F16)
|
100% |
2209
8.94 IPS |
|
Pose Estimation (I8)
|
80% |
101
0.41 IPS |
|
Object Detection (F32)
|
100% |
1264
44.4 IPS |
|
Object Detection (F16)
|
99% |
1297
45.5 IPS |
|
Object Detection (I8)
|
52% |
393
13.8 IPS |
|
Face Detection (F32)
|
100% |
1891
21.7 IPS |
|
Face Detection (F16)
|
97% |
3837
44.1 IPS |
|
Face Detection (I8)
|
75% |
381
4.38 IPS |
|
Text Classification (F32)
|
100% |
489
193.2 IPS |
|
Text Classification (F16)
|
98% |
705
278.7 IPS |
|
Machine Translation (F32)
|
100% |
626
96.5 IPS |
|
Machine Translation (F16)
|
100% |
646
99.6 IPS |