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High-level library to help with training and evaluating neural networks in PyTorch flexibly and transparently.

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## 🚀 Feature I propose to add `StepParamScheduler` to `ignite.handlers.param_scheduler`. It is basically used to multiply a parameter by a fixed factor every `step_size` steps. This can be done by...

Hi, In order to get expected sequence of `lr`s from `create_lr_scheduler_with_warmup`'s scheduler, one must not attach it to engine on event `EPOCH_COMPLETED` because it produces the `lr` passed to optimizer's...

enhancement
help wanted
question
docs

``` # Imported here because that's where it was in the past > from markupsafe import Markup, escape, soft_unicode E ImportError: cannot import name 'soft_unicode' from 'markupsafe' (/opt/hostedtoolcache/Python/3.8.12/x64/lib/python3.8/site-packages/markupsafe/__init__.py) ``` -...

As CircleCI removed resource class with 2 GPUs we can not run tests on 2 GPUs with Circle CI: - https://app.circleci.com/pipelines/github/pytorch/ignite/2461/workflows/5686c0d7-6dcc-4693-926a-3d91b1e92119/jobs/7650 > Resource class "gpu.medium" is not a valid resource...

ci

## 🐛 Bug description I am not sure whether it is a bug or a feature: The `DataParallel` is being applied/patched by `idist.auto_model` in the context of a single gpu...

question

Fixes #2213 Description: Pass args and kwargs to idist.barrier method, route it to backends Check list: - [ ] New tests are added (if a new feature is added) -...

module: distributed

Related to #2325 Description: as discussed in #2325 we want to delete all old content that's not hosted on the new domain. I've deleted all content that was replaced with...

docs

Fixes #1917 Description: Added a minimum implementation of PyTorch profiler as a handler with engine. A lot of other features can be added, please let me know if you have...

module: handlers

## 📚 Documentation Our project new website is online and available. We need to update pytorch.org/ignite to reflect only API and provide links to pytorch-ignite.ai as source for examples/tutorials/how-to guides...

docs

## 🚀 Feature A feature request to add kwargs to `idist.barrier`. - Verify if all supported backends now can accept additional args to their `barrier` methods - Add kwargs and...

enhancement
module: distributed