Upload Date | September 26 2022 07:33 AM |
Views | 2 |
System Information | |
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Operating System | iOS 16.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
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Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 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 | 7.35 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6800
728.6 IPS |
|
Image Classification (F16)
|
100% |
6770
725.4 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
2109
13.0 IPS |
|
Image Segmentation (F16)
|
100% |
2103
13.0 IPS |
|
Image Segmentation (I8)
|
89% |
1234
7.62 IPS |
|
Pose Estimation (F32)
|
100% |
19651
79.5 IPS |
|
Pose Estimation (F16)
|
100% |
19920
80.6 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.95 IPS |
|
Object Detection (F32)
|
100% |
7128
250.1 IPS |
|
Object Detection (F16)
|
100% |
7107
249.4 IPS |
|
Object Detection (I8)
|
52% |
954
33.5 IPS |
|
Face Detection (F32)
|
100% |
8610
98.9 IPS |
|
Face Detection (F16)
|
100% |
8632
99.2 IPS |
|
Face Detection (I8)
|
75% |
948
10.9 IPS |
|
Text Classification (F32)
|
100% |
1184
468.2 IPS |
|
Text Classification (F16)
|
100% |
1187
469.3 IPS |
|
Machine Translation (F32)
|
100% |
1752
270.1 IPS |
|
Machine Translation (F16)
|
100% |
1820
280.5 IPS |