Upload Date | May 09 2024 05:41 AM |
Views | 5 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,3 |
Motherboard | Mac15,3 |
CPU Information | |
---|---|
Name | Apple M3 |
Topology | 1 Processor, 8 Cores |
Identifier | Apple M3 |
Base Frequency | 4.05 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 | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1661
310.9 IPS |
|
Image Classification (F16)
|
100% |
2258
422.6 IPS |
|
Image Classification (I8)
|
99% |
2265
423.8 IPS |
|
Image Segmentation (F32)
|
100% |
1048
17.5 IPS |
|
Image Segmentation (F16)
|
100% |
1012
16.9 IPS |
|
Image Segmentation (I8)
|
100% |
1015
16.9 IPS |
|
Pose Estimation (F32)
|
100% |
8269
10.0 IPS |
|
Pose Estimation (F16)
|
100% |
16400
19.9 IPS |
|
Pose Estimation (I8)
|
100% |
16381
19.8 IPS |
|
Object Detection (F32)
|
100% |
1756
131.1 IPS |
|
Object Detection (F16)
|
100% |
2383
177.9 IPS |
|
Object Detection (I8)
|
97% |
1753
130.9 IPS |
|
Face Detection (F32)
|
100% |
3234
38.4 IPS |
|
Face Detection (F16)
|
97% |
5221
62.1 IPS |
|
Face Detection (I8)
|
97% |
5129
61.0 IPS |
|
Depth Estimation (F32)
|
100% |
6901
53.5 IPS |
|
Depth Estimation (F16)
|
100% |
10076
78.1 IPS |
|
Depth Estimation (I8)
|
99% |
10078
78.2 IPS |
|
Style Transfer (F32)
|
100% |
21268
28.0 IPS |
|
Style Transfer (F16)
|
100% |
31441
41.4 IPS |
|
Style Transfer (I8)
|
100% |
31427
41.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
5043
180.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
6225
222.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
6234
222.6 IPS |
|
Text Classification (F32)
|
100% |
2587
3.72 KIPS |
|
Text Classification (F16)
|
100% |
4361
6.27 KIPS |
|
Text Classification (I8)
|
96% |
4361
6.27 KIPS |
|
Machine Translation (F32)
|
100% |
1505
27.7 IPS |
|
Machine Translation (F16)
|
100% |
1745
32.1 IPS |
|
Machine Translation (I8)
|
99% |
1506
27.7 IPS |