Upload Date | June 15 2021 02:37 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone XS Max |
Model ID | iPhone11,6 |
Motherboard | D331pAP |
CPU Information | |
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Name | Apple A12 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.68 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3078
329.8 IPS |
|
Image Classification (F16)
|
100% |
3179
340.6 IPS |
|
Image Classification (I8)
|
81% |
402
43.0 IPS |
|
Image Segmentation (F32)
|
100% |
1337
8.26 IPS |
|
Image Segmentation (F16)
|
100% |
1342
8.29 IPS |
|
Image Segmentation (I8)
|
89% |
746
4.61 IPS |
|
Pose Estimation (F32)
|
100% |
7139
28.9 IPS |
|
Pose Estimation (F16)
|
100% |
7355
29.8 IPS |
|
Pose Estimation (I8)
|
80% |
140
0.57 IPS |
|
Object Detection (F32)
|
94% |
3894
136.7 IPS |
|
Object Detection (F16)
|
94% |
3776
132.5 IPS |
|
Object Detection (I8)
|
52% |
554
19.4 IPS |
|
Face Detection (F32)
|
67% |
3414
39.2 IPS |
|
Face Detection (F16)
|
67% |
3357
38.6 IPS |
|
Face Detection (I8)
|
75% |
507
5.82 IPS |
|
Text Classification (F32)
|
100% |
271
107.2 IPS |
|
Text Classification (F16)
|
100% |
256
101.1 IPS |
|
Machine Translation (F32)
|
100% |
995
153.4 IPS |
|
Machine Translation (F16)
|
100% |
969
149.3 IPS |