Upload Date | August 16 2024 12:12 PM |
Views | 1 |
System Information | |
---|---|
Operating System | macOS 15.0 (Build 24A5320a) |
Model | MacBook Air (Late 2020) |
Model ID | MacBookAir10,1 |
Motherboard | MacBookAir10,1 |
CPU Information | |
---|---|
Name | Apple M1 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M1 |
Base Frequency | 3.20 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 | 16.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1136
212.6 IPS |
|
Image Classification (F16)
|
100% |
1233
230.7 IPS |
|
Image Classification (I8)
|
99% |
1251
234.1 IPS |
|
Image Segmentation (F32)
|
100% |
777
13.0 IPS |
|
Image Segmentation (F16)
|
100% |
849
14.2 IPS |
|
Image Segmentation (I8)
|
100% |
867
14.5 IPS |
|
Pose Estimation (F32)
|
100% |
16433
19.9 IPS |
|
Pose Estimation (F16)
|
100% |
18018
21.8 IPS |
|
Pose Estimation (I8)
|
100% |
17503
21.2 IPS |
|
Object Detection (F32)
|
100% |
1608
120.1 IPS |
|
Object Detection (F16)
|
100% |
1449
108.1 IPS |
|
Object Detection (I8)
|
97% |
1527
114.0 IPS |
|
Face Detection (F32)
|
100% |
5639
67.1 IPS |
|
Face Detection (F16)
|
98% |
7224
85.9 IPS |
|
Face Detection (I8)
|
97% |
7139
84.9 IPS |
|
Depth Estimation (F32)
|
100% |
12075
93.6 IPS |
|
Depth Estimation (F16)
|
100% |
13651
105.9 IPS |
|
Depth Estimation (I8)
|
99% |
12428
96.4 IPS |
|
Style Transfer (F32)
|
100% |
26492
34.8 IPS |
|
Style Transfer (F16)
|
100% |
31144
41.0 IPS |
|
Style Transfer (I8)
|
100% |
34409
45.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
5132
183.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
5418
193.5 IPS |
|
Image Super-Resolution (I8)
|
100% |
5188
185.3 IPS |
|
Text Classification (F32)
|
100% |
2063
2.97 KIPS |
|
Text Classification (F16)
|
100% |
3529
5.07 KIPS |
|
Text Classification (I8)
|
96% |
3520
5.06 KIPS |
|
Machine Translation (F32)
|
100% |
504
9.28 IPS |
|
Machine Translation (F16)
|
100% |
497
9.14 IPS |
|
Machine Translation (I8)
|
99% |
512
9.43 IPS |