User | idanbo |
Upload Date | March 28 2024 04:44 AM |
Views | 7 |
Notes | MacBook Pro (14-inch, M3, Nov 2023)/M3 8Core CPU/10Core GPU |
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 | 8.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1654
309.4 IPS |
|
Image Classification (F16)
|
100% |
2226
416.5 IPS |
|
Image Classification (I8)
|
99% |
2240
419.2 IPS |
|
Image Segmentation (F32)
|
100% |
1077
18.0 IPS |
|
Image Segmentation (F16)
|
100% |
1039
17.4 IPS |
|
Image Segmentation (I8)
|
100% |
1033
17.2 IPS |
|
Pose Estimation (F32)
|
100% |
8280
10.0 IPS |
|
Pose Estimation (F16)
|
100% |
16360
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16370
19.8 IPS |
|
Object Detection (F32)
|
100% |
1748
130.5 IPS |
|
Object Detection (F16)
|
100% |
2388
178.3 IPS |
|
Object Detection (I8)
|
97% |
1754
130.9 IPS |
|
Face Detection (F32)
|
100% |
3245
38.6 IPS |
|
Face Detection (F16)
|
97% |
5168
61.4 IPS |
|
Face Detection (I8)
|
97% |
5139
61.1 IPS |
|
Depth Estimation (F32)
|
100% |
6860
53.2 IPS |
|
Depth Estimation (F16)
|
100% |
10092
78.3 IPS |
|
Depth Estimation (I8)
|
99% |
10036
77.8 IPS |
|
Style Transfer (F32)
|
100% |
21243
27.9 IPS |
|
Style Transfer (F16)
|
100% |
31416
41.3 IPS |
|
Style Transfer (I8)
|
100% |
31494
41.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
5065
180.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
6256
223.4 IPS |
|
Image Super-Resolution (I8)
|
100% |
6236
222.7 IPS |
|
Text Classification (F32)
|
100% |
2587
3.72 KIPS |
|
Text Classification (F16)
|
100% |
4317
6.20 KIPS |
|
Text Classification (I8)
|
96% |
4326
6.22 KIPS |
|
Machine Translation (F32)
|
100% |
1500
27.6 IPS |
|
Machine Translation (F16)
|
100% |
1741
32.0 IPS |
|
Machine Translation (I8)
|
99% |
1494
27.5 IPS |