Upload Date | May 31 2023 02:25 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.6 |
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 | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
938
100.5 IPS |
|
Image Classification (F16)
|
100% |
934
100.1 IPS |
|
Image Classification (I8)
|
81% |
412
44.2 IPS |
|
Image Segmentation (F32)
|
100% |
1332
8.23 IPS |
|
Image Segmentation (F16)
|
100% |
1329
8.21 IPS |
|
Image Segmentation (I8)
|
89% |
1491
9.21 IPS |
|
Pose Estimation (F32)
|
100% |
661
2.68 IPS |
|
Pose Estimation (F16)
|
100% |
661
2.68 IPS |
|
Pose Estimation (I8)
|
80% |
799
3.23 IPS |
|
Object Detection (F32)
|
100% |
1397
49.0 IPS |
|
Object Detection (F16)
|
100% |
1397
49.0 IPS |
|
Object Detection (I8)
|
52% |
607
21.3 IPS |
|
Face Detection (F32)
|
100% |
1639
18.8 IPS |
|
Face Detection (F16)
|
100% |
1641
18.9 IPS |
|
Face Detection (I8)
|
75% |
805
9.25 IPS |
|
Text Classification (F32)
|
100% |
645
254.9 IPS |
|
Text Classification (F16)
|
100% |
801
316.8 IPS |
|
Machine Translation (F32)
|
100% |
1843
284.1 IPS |
|
Machine Translation (F16)
|
100% |
1808
278.7 IPS |