Upload Date | January 19 2022 04:39 AM |
Views | 5 |
System Information | |
---|---|
Operating System | iOS 15.2.1 |
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 | 7.33 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6083
651.8 IPS |
|
Image Classification (F16)
|
100% |
6065
649.8 IPS |
|
Image Classification (I8)
|
81% |
688
73.7 IPS |
|
Image Segmentation (F32)
|
100% |
2260
14.0 IPS |
|
Image Segmentation (F16)
|
100% |
2260
14.0 IPS |
|
Image Segmentation (I8)
|
89% |
1256
7.76 IPS |
|
Pose Estimation (F32)
|
100% |
19203
77.7 IPS |
|
Pose Estimation (F16)
|
100% |
18858
76.3 IPS |
|
Pose Estimation (I8)
|
80% |
240
0.97 IPS |
|
Object Detection (F32)
|
100% |
7402
259.8 IPS |
|
Object Detection (F16)
|
100% |
7432
260.8 IPS |
|
Object Detection (I8)
|
52% |
986
34.6 IPS |
|
Face Detection (F32)
|
100% |
8283
95.2 IPS |
|
Face Detection (F16)
|
100% |
7937
91.2 IPS |
|
Face Detection (I8)
|
75% |
961
11.0 IPS |
|
Text Classification (F32)
|
100% |
1123
444.2 IPS |
|
Text Classification (F16)
|
100% |
1121
443.2 IPS |
|
Machine Translation (F32)
|
100% |
1844
284.2 IPS |
|
Machine Translation (F16)
|
100% |
1851
285.3 IPS |