Upload Date | November 03 2021 04:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 15.1 |
Model | iPhone 13 Pro Max |
Model ID | iPhone14,3 |
Motherboard | D64AP |
CPU Information | |
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Name | Apple A15 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 3.23 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.53 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
787
84.3 IPS |
|
Image Classification (F16)
|
100% |
761
81.5 IPS |
|
Image Classification (I8)
|
81% |
450
48.2 IPS |
|
Image Segmentation (F32)
|
100% |
1153
7.12 IPS |
|
Image Segmentation (F16)
|
100% |
1117
6.90 IPS |
|
Image Segmentation (I8)
|
89% |
1447
8.94 IPS |
|
Pose Estimation (F32)
|
100% |
434
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
428
1.73 IPS |
|
Pose Estimation (I8)
|
80% |
498
2.01 IPS |
|
Object Detection (F32)
|
100% |
1104
38.7 IPS |
|
Object Detection (F16)
|
100% |
1112
39.0 IPS |
|
Object Detection (I8)
|
52% |
749
26.3 IPS |
|
Face Detection (F32)
|
100% |
1352
15.5 IPS |
|
Face Detection (F16)
|
100% |
1312
15.1 IPS |
|
Face Detection (I8)
|
75% |
760
8.74 IPS |
|
Text Classification (F32)
|
100% |
504
199.5 IPS |
|
Text Classification (F16)
|
100% |
1234
488.3 IPS |
|
Machine Translation (F32)
|
100% |
1966
303.0 IPS |
|
Machine Translation (F16)
|
100% |
1955
301.3 IPS |