Upload Date | March 28 2024 04:33 PM |
Views | 2 |
System Information | |
---|---|
Operating System | macOS 14.4.1 (Build 23E224) |
Model | MacBook Pro (14-inch, Nov 2023) |
Model ID | Mac15,10 |
Motherboard | Mac15,10 |
CPU Information | |
---|---|
Name | Apple M3 Max |
Topology | 1 Processor, 14 Cores |
Identifier | Apple M3 Max |
Base Frequency | 3.94 GHz |
Cluster 1 | 10 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 | 36.00 GB |
Inference Information | |
---|---|
Framework | Core ML |
Backend | GPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
6670
1.25 KIPS |
|
Image Classification (F16)
|
100% |
6972
1.30 KIPS |
|
Image Classification (I8)
|
99% |
6193
1.16 KIPS |
|
Image Segmentation (F32)
|
100% |
2646
44.2 IPS |
|
Image Segmentation (F16)
|
100% |
2755
46.0 IPS |
|
Image Segmentation (I8)
|
100% |
2758
46.1 IPS |
|
Pose Estimation (F32)
|
100% |
63201
76.5 IPS |
|
Pose Estimation (F16)
|
100% |
66454
80.5 IPS |
|
Pose Estimation (I8)
|
100% |
64202
77.7 IPS |
|
Object Detection (F32)
|
100% |
4773
356.3 IPS |
|
Object Detection (F16)
|
100% |
5041
376.4 IPS |
|
Object Detection (I8)
|
97% |
4671
348.7 IPS |
|
Face Detection (F32)
|
100% |
21760
258.7 IPS |
|
Face Detection (F16)
|
98% |
24459
290.8 IPS |
|
Face Detection (I8)
|
97% |
21380
254.2 IPS |
|
Depth Estimation (F32)
|
100% |
32411
251.3 IPS |
|
Depth Estimation (F16)
|
100% |
32880
255.0 IPS |
|
Depth Estimation (I8)
|
37% |
31339
243.0 IPS |
|
Style Transfer (F32)
|
100% |
134401
176.8 IPS |
|
Style Transfer (F16)
|
100% |
146957
193.3 IPS |
|
Style Transfer (I8)
|
100% |
135598
178.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
13754
491.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
10367
370.3 IPS |
|
Image Super-Resolution (I8)
|
100% |
10765
384.4 IPS |
|
Text Classification (F32)
|
100% |
684
983.1 IPS |
|
Text Classification (F16)
|
100% |
915
1.31 KIPS |
|
Text Classification (I8)
|
96% |
642
922.5 IPS |
|
Machine Translation (F32)
|
100% |
1098
20.2 IPS |
|
Machine Translation (F16)
|
99% |
1161
21.4 IPS |
|
Machine Translation (I8)
|
99% |
1136
20.9 IPS |