CoreML (Python) Profiler 🐍
Quick and easy profiling of CoreML models in Python!
Quick Start ⚡️
#convert model using guide: https://apple.github.io/coremltools/docs-guides/source/introductory-quickstart.html
#or download one from the 🤗 Hub
from coremlprofiler import CoreMLProfiler
from huggingface_hub import snapshot_download
repo_path = snapshot_download(repo_id="FL33TW00D-HF/test-st", local_dir="./")
model_path = repo_path + "/sentence_transformer_all-MiniLM-L6-v2.mlpackage"
# Create the Profiler
profiler = CoreMLProfiler(model_path)
# Print your device usage
print(profiler.device_usage_summary_chart())
# Enjoy your nice plot!
CLI
Profile a local model:
coremlprofile path/to/my/model.mlpackage
Download from Hugging Face and profile:
coremlprofile --hf_repo="FL33TW00D-HF/test-st" sentence_transformer_all-MiniLM-L6-v2.mlpackage
1 maintainer
Metadata
1 maintainer
Release files for coremlprofiler 0.4.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | |
|---|---|---|---|
| coremlprofiler-0.4.0.tar.gz | 4.0 kB | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| coremlprofiler-0.4.0-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 8.9 kB
Release files / coremlprofiler-0.4.0.tar.gz
| Download URL | coremlprofiler-0.4.0.tar.gz |
|---|---|
| Size | 4.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.3 CPython/3.12.6 Darwin/24.1.0
|
Release files / coremlprofiler-0.4.0-py3-none-any.whl
| Download URL | coremlprofiler-0.4.0-py3-none-any.whl |
|---|---|
| Size | 4.9 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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|
|
BLAKE2b-256 checksum How to use checksums |
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|
| Upload date | |
|
Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
poetry/1.8.3 CPython/3.12.6 Darwin/24.1.0
|
