User | Matso |
Upload Date | April 13 2024 09:30 AM |
Views | 2 |
System Information | |
---|---|
Operating System | iOS 17.4.1 |
Model | iPad Pro (11-inch 3rd generation) |
Model ID | iPad13,4 |
Motherboard | J517AP |
CPU Information | |
---|---|
Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM |
Base Frequency | 3.19 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
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 | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1248
233.6 IPS |
|
Image Classification (F16)
|
100% |
1183
221.3 IPS |
|
Image Classification (I8)
|
99% |
1229
230.0 IPS |
|
Image Segmentation (F32)
|
100% |
833
13.9 IPS |
|
Image Segmentation (F16)
|
100% |
904
15.1 IPS |
|
Image Segmentation (I8)
|
100% |
836
14.0 IPS |
|
Pose Estimation (F32)
|
100% |
16528
20.0 IPS |
|
Pose Estimation (F16)
|
100% |
17910
21.7 IPS |
|
Pose Estimation (I8)
|
100% |
17662
21.4 IPS |
|
Object Detection (F32)
|
100% |
1480
110.5 IPS |
|
Object Detection (F16)
|
100% |
1517
113.3 IPS |
|
Object Detection (I8)
|
97% |
1528
114.0 IPS |
|
Face Detection (F32)
|
100% |
5886
70.0 IPS |
|
Face Detection (F16)
|
98% |
7248
86.2 IPS |
|
Face Detection (I8)
|
97% |
7223
85.9 IPS |
|
Depth Estimation (F32)
|
100% |
12146
94.2 IPS |
|
Depth Estimation (F16)
|
100% |
13603
105.5 IPS |
|
Depth Estimation (I8)
|
37% |
12652
98.1 IPS |
|
Style Transfer (F32)
|
100% |
26500
34.9 IPS |
|
Style Transfer (F16)
|
100% |
31076
40.9 IPS |
|
Style Transfer (I8)
|
100% |
31831
41.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
5629
201.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
4979
177.8 IPS |
|
Image Super-Resolution (I8)
|
100% |
5193
185.5 IPS |
|
Text Classification (F32)
|
100% |
1170
1.68 KIPS |
|
Text Classification (F16)
|
100% |
763
1.10 KIPS |
|
Text Classification (I8)
|
96% |
764
1.10 KIPS |
|
Machine Translation (F32)
|
100% |
531
9.78 IPS |
|
Machine Translation (F16)
|
100% |
538
9.90 IPS |
|
Machine Translation (I8)
|
99% |
534
9.84 IPS |