Upload Date | June 13 2021 04:22 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 14.6 |
Model | iPhone 12 Pro Max |
Model ID | iPhone13,4 |
Motherboard | D54pAP |
CPU Information | |
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Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 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 | 5.58 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
635
68.1 IPS |
|
Image Classification (F16)
|
100% |
612
65.5 IPS |
|
Image Classification (I8)
|
81% |
437
46.8 IPS |
|
Image Segmentation (F32)
|
100% |
957
5.91 IPS |
|
Image Segmentation (F16)
|
100% |
937
5.79 IPS |
|
Image Segmentation (I8)
|
89% |
1395
8.61 IPS |
|
Pose Estimation (F32)
|
100% |
362
1.47 IPS |
|
Pose Estimation (F16)
|
100% |
359
1.45 IPS |
|
Pose Estimation (I8)
|
80% |
439
1.78 IPS |
|
Object Detection (F32)
|
100% |
903
31.7 IPS |
|
Object Detection (F16)
|
100% |
961
33.7 IPS |
|
Object Detection (I8)
|
52% |
732
25.7 IPS |
|
Face Detection (F32)
|
100% |
1082
12.4 IPS |
|
Face Detection (F16)
|
100% |
1064
12.2 IPS |
|
Face Detection (I8)
|
75% |
815
9.37 IPS |
|
Text Classification (F32)
|
100% |
2247
888.5 IPS |
|
Text Classification (F16)
|
100% |
2233
883.1 IPS |
|
Machine Translation (F32)
|
100% |
1708
263.2 IPS |
|
Machine Translation (F16)
|
100% |
1696
261.5 IPS |