Upload Date | August 16 2024 09:38 AM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,6 |
Motherboard | Mac15,6 |
CPU Information | |
---|---|
Name | Apple M3 Pro |
Topology | 1 Processor, 11 Cores |
Identifier | Apple M3 Pro |
Base Frequency | 4.05 GHz |
Cluster 1 | 5 Cores |
Cluster 2 | 6 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 | 18.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1631
305.1 IPS |
|
Image Classification (F16)
|
100% |
2105
393.8 IPS |
|
Image Classification (I8)
|
99% |
2103
393.5 IPS |
|
Image Segmentation (F32)
|
100% |
1054
17.6 IPS |
|
Image Segmentation (F16)
|
100% |
1012
16.9 IPS |
|
Image Segmentation (I8)
|
100% |
1017
17.0 IPS |
|
Pose Estimation (F32)
|
100% |
8325
10.1 IPS |
|
Pose Estimation (F16)
|
100% |
16319
19.8 IPS |
|
Pose Estimation (I8)
|
100% |
16323
19.8 IPS |
|
Object Detection (F32)
|
100% |
1673
124.9 IPS |
|
Object Detection (F16)
|
100% |
2262
168.9 IPS |
|
Object Detection (I8)
|
97% |
1668
124.5 IPS |
|
Face Detection (F32)
|
100% |
3279
39.0 IPS |
|
Face Detection (F16)
|
97% |
4957
58.9 IPS |
|
Face Detection (I8)
|
97% |
5008
59.5 IPS |
|
Depth Estimation (F32)
|
100% |
6646
51.5 IPS |
|
Depth Estimation (F16)
|
100% |
9619
74.6 IPS |
|
Depth Estimation (I8)
|
99% |
9648
74.8 IPS |
|
Style Transfer (F32)
|
100% |
21070
27.7 IPS |
|
Style Transfer (F16)
|
100% |
30217
39.7 IPS |
|
Style Transfer (I8)
|
100% |
30205
39.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
5092
181.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
6133
219.0 IPS |
|
Image Super-Resolution (I8)
|
100% |
6079
217.1 IPS |
|
Text Classification (F32)
|
100% |
2597
3.73 KIPS |
|
Text Classification (F16)
|
100% |
4187
6.02 KIPS |
|
Text Classification (I8)
|
96% |
4148
5.96 KIPS |
|
Machine Translation (F32)
|
100% |
1453
26.7 IPS |
|
Machine Translation (F16)
|
100% |
1701
31.3 IPS |
|
Machine Translation (I8)
|
99% |
1454
26.8 IPS |