Upload Date | October 07 2022 01:29 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 16.1 |
Model | iPad Pro (12.9-inch 5th generation) |
Model ID | iPad13,8 |
Motherboard | J522AP |
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 | 7.34 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6828
731.6 IPS |
|
Image Classification (F16)
|
100% |
6803
728.9 IPS |
|
Image Classification (I8)
|
81% |
689
73.8 IPS |
|
Image Segmentation (F32)
|
100% |
2120
13.1 IPS |
|
Image Segmentation (F16)
|
100% |
2122
13.1 IPS |
|
Image Segmentation (I8)
|
89% |
1257
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
20088
81.3 IPS |
|
Pose Estimation (F16)
|
100% |
19970
80.8 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
8057
282.7 IPS |
|
Object Detection (F16)
|
100% |
8083
283.7 IPS |
|
Object Detection (I8)
|
52% |
988
34.7 IPS |
|
Face Detection (F32)
|
100% |
8678
99.7 IPS |
|
Face Detection (F16)
|
100% |
8641
99.3 IPS |
|
Face Detection (I8)
|
75% |
966
11.1 IPS |
|
Text Classification (F32)
|
100% |
1195
472.6 IPS |
|
Text Classification (F16)
|
100% |
1194
472.1 IPS |
|
Machine Translation (F32)
|
100% |
1860
286.7 IPS |
|
Machine Translation (F16)
|
100% |
1851
285.2 IPS |