A Python package for using PyTorch Lightning with custom callbacks and model wrappers.
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Project description
PyTorch Lightning Trainer Utilities
ML Model Assumptions
forward
- The batch will be passed as
kwargstoforwardfunction of the ML model.
self.model(**batch)
return
- ML model should return a dict with the following keys:
lossloss-dictoutput[optional]
Project details
Verified details
These details have been verified by PyPIProject links
GitHub Statistics
Maintainers
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
Built Distribution
Filter files by name, interpreter, ABI, and platform.
If you're not sure about the file name format, learn more about wheel file names.
Copy a direct link to the current filters
File details
Details for the file lightning_trainer_utils-2025.5.14.15.30.tar.gz.
File metadata
- Download URL: lightning_trainer_utils-2025.5.14.15.30.tar.gz
- Upload date:
- Size: 5.7 kB
- Tags: Source
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
6f5776539738701c6444b44c52745f88a1506b5b9363bfe39dcb3bafa9f937c7
|
|
| MD5 |
645432e43cb83f671cba1e3831474f88
|
|
| BLAKE2b-256 |
fd8a109818ffa234c3ea099f5ec54fb82d3c0844bec262e781db435ca83965d9
|
Provenance
The following attestation bundles were made for lightning_trainer_utils-2025.5.14.15.30.tar.gz:
Publisher:
workflow.yaml on manavmahan/lightning-trainer-utils
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lightning_trainer_utils-2025.5.14.15.30.tar.gz -
Subject digest:
6f5776539738701c6444b44c52745f88a1506b5b9363bfe39dcb3bafa9f937c7 - Sigstore transparency entry: 212964521
- Sigstore integration time:
-
Permalink:
manavmahan/lightning-trainer-utils@58caff0a2e996bdc5fbaff89e6d7d4bc977ac819 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/manavmahan
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
workflow.yaml@58caff0a2e996bdc5fbaff89e6d7d4bc977ac819 -
Trigger Event:
push
-
Statement type:
File details
Details for the file lightning_trainer_utils-2025.5.14.15.30-py3-none-any.whl.
File metadata
- Download URL: lightning_trainer_utils-2025.5.14.15.30-py3-none-any.whl
- Upload date:
- Size: 7.2 kB
- Tags: Python 3
- Uploaded using Trusted Publishing? Yes
- Uploaded via: twine/6.1.0 CPython/3.12.8
File hashes
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 |
1ec3326efcbd5b9df7bec0a765f547d590d6ca82a3463ae54705f5c66f81dfc9
|
|
| MD5 |
77c28adb8a67ee2dabd8c1f92d2bf969
|
|
| BLAKE2b-256 |
683625b7ce4e9057785f843be810a9cffb94cb96f1428a24ba236d2ea7769aed
|
Provenance
The following attestation bundles were made for lightning_trainer_utils-2025.5.14.15.30-py3-none-any.whl:
Publisher:
workflow.yaml on manavmahan/lightning-trainer-utils
-
Statement:
-
Statement type:
https://in-toto.io/Statement/v1 -
Predicate type:
https://docs.pypi.org/attestations/publish/v1 -
Subject name:
lightning_trainer_utils-2025.5.14.15.30-py3-none-any.whl -
Subject digest:
1ec3326efcbd5b9df7bec0a765f547d590d6ca82a3463ae54705f5c66f81dfc9 - Sigstore transparency entry: 212964524
- Sigstore integration time:
-
Permalink:
manavmahan/lightning-trainer-utils@58caff0a2e996bdc5fbaff89e6d7d4bc977ac819 -
Branch / Tag:
refs/heads/main - Owner: https://github.com/manavmahan
-
Access:
public
-
Token Issuer:
https://token.actions.githubusercontent.com -
Runner Environment:
github-hosted -
Publication workflow:
workflow.yaml@58caff0a2e996bdc5fbaff89e6d7d4bc977ac819 -
Trigger Event:
push
-
Statement type:
