Upload Date | June 11 2021 03:48 AM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 14.4.1 |
Model | iPad Pro (12.9-inch 3rd Generation) |
Model ID | iPad8,5 |
Motherboard | J320AP |
CPU Information | |
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Name | Apple A12X Bionic |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 2.49 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 128 KB x 1 |
L2 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
647
69.3 IPS |
|
Image Classification (F16)
|
100% |
648
69.4 IPS |
|
Image Classification (I8)
|
81% |
242
26.0 IPS |
|
Image Segmentation (F32)
|
100% |
933
5.76 IPS |
|
Image Segmentation (F16)
|
100% |
930
5.75 IPS |
|
Image Segmentation (I8)
|
89% |
1204
7.43 IPS |
|
Pose Estimation (F32)
|
100% |
415
1.68 IPS |
|
Pose Estimation (F16)
|
100% |
417
1.69 IPS |
|
Pose Estimation (I8)
|
80% |
454
1.84 IPS |
|
Object Detection (F32)
|
100% |
1014
35.6 IPS |
|
Object Detection (F16)
|
100% |
1010
35.4 IPS |
|
Object Detection (I8)
|
52% |
387
13.6 IPS |
|
Face Detection (F32)
|
100% |
1201
13.8 IPS |
|
Face Detection (F16)
|
100% |
1200
13.8 IPS |
|
Face Detection (I8)
|
75% |
656
7.53 IPS |
|
Text Classification (F32)
|
100% |
518
204.9 IPS |
|
Text Classification (F16)
|
100% |
468
185.1 IPS |
|
Machine Translation (F32)
|
100% |
1012
155.9 IPS |
|
Machine Translation (F16)
|
100% |
1011
155.8 IPS |