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NCCL now supports gather operator. The line in bottom should be updated. https://github.com/pytorch-ignite/examples/blob/c2657d3d7c189fa0b1c2f3f8cc16d2d948b2e7b2/tutorials/advanced/01-collective-communication.ipynb?short_path=30012cd#L307 ...
  • sadra-barikbin
  • 2
  • Opened 
    on Nov 2, 2022
  • #81

Following up on this question: pytorch/ignite#2441. As mentioned in the comments, It would be great to have an example for using LRScheduler in How-to-guide. The code example is already available in the ...
  • divyanshugit
  • 3
  • Opened 
    on Mar 11, 2022
  • #78

In the how-to-guides sometimes dependencies are assumed, sometimes they are installed with !pip install I suggest to uniform this by providing a conda and/or requirements.txt file/s so that a full environment ...
  • RMeli
  • 3
  • Opened 
    on Feb 28, 2022
  • #76

I slightly adapted the cifar10 example in this fork, basically removing python-fire and adding the torch.distributed.launch function, so that it can be executed as a standalone script with clearml-task. ...
  • H4dr1en
  • 9
  • Opened 
    on Feb 2, 2022
  • #75

The idea is to show how to tackle a use-case like: x, y1, y2 = batch y_pred1, y_pred2, aux = model(x) and where we would like to compute metrics between y_pred1 vs y1 and y_pred2 vs y2. - Show that ...
how-to-guide
  • vfdev-5
  • Opened 
    on Nov 5, 2021
  • #68

The idea is to restructure this tutorial in the following way: We can provide 2 parts: 1) minimal DDP code with 1 minimalistic trainer and 1 evaluator (computing accuracy metric) = goal to put the most ...
enhancement
tutorial
  • vfdev-5
  • 2
  • Opened 
    on Nov 5, 2021
  • #67

Following up on this question: https://github.com/pytorch/ignite/issues/2301, it d be great if we have a dedicated how-to guide for checkpointing and then loading up the checkpoint from disk and resuming ...
how-to-guide
PyDataGlobal2021
  • Priyansi
  • Opened 
    on Oct 29, 2021
  • #62

Finalize moving tutorials into level-based folders: - beginner - intermediate We have cifar10-distributed.py file that IMO should be put to intermediate folder near the notebook. What to do: - ...
enhancement
good first issue
PyDataGlobal2021
  • vfdev-5
  • 1
  • Opened 
    on Oct 29, 2021
  • #61

Since PyTorch-Ignite v0.4.7, we have updated save_handler in Checkpoint to pass the path to checkpoint directory rather than mentioning DiskSaver(checkpoint_dir, create_dir=True). It would be nice if this ...
good first issue
PyDataGlobal2021
  • Priyansi
  • 5
  • Opened 
    on Oct 21, 2021
  • #53

unfortunately, as i upgrade the ignite, i don t know how to save my model s checkpoints, becuase the save_interval is deprecated, my code is below, but it doesn work. checkpointer = ModelCheckpoint(output_dir, ...
  • tomisalready
  • 3
  • Opened 
    on Oct 7, 2021
  • #47
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