Rhett Ying

Due to various issue we recently met, we decided to disable `liburing`. A following PR will be ready.

The latest DGL 2.1.0 supports up to torch 2.2.1 for now. torch 2.2.2 is not supported yet. According to above discussions, we have 2 work items: - [ ] improve...

> num_ids: 36, num_workers: 2 `num_ids` is the total number of `ItemSet` or `ItemSetDict`? If yes, it's too small and not persuasive.

> > This POC proves to work well both on correctness and performance. Now it's time to finalize the code change. > > > > 1. Is it possible to...

please refer to non-dist version of GAT/GCN models such as https://github.com/dmlc/dgl/tree/master/examples/pytorch/gat to make sure it's runnable. Model code should be same both in DistDGL and non-dist. A better suggestion for...

> Are there any corresponding optimisations for memory, or are other tools provided? Unfortunately there's no much optimization available for the partition stage. `dgl.distributed.partition_graph()` is the most convenient API that...

This will depend on [regression test framework for DistDGL](https://github.com/dmlc/dgl/issues/4828) and we'll migrate the whole CI(dist, non-dist, benchmarks) onto the new test framework, probably collaborate with `github actions`. Let's create such...

Previously we're trying to deprecate `torchdata` with `torch.utils.data` for datapipe-related operations as active development and release of `torchdata` have been paused(mentioned [here](https://github.com/pytorch/data)). So for now, both pytorch and torchdata team...

@wangguan1995 In the code snippet you shared, `type` is wrongly used. It should be node/edge type name instead of data type you used: `type="float32"`. Here's the correct way to instantiate...

Corresponding documentation is available here: https://docs.dgl.ai/generated/dgl.graphbolt.TorchBasedFeatureStore.html#dgl.graphbolt.TorchBasedFeatureStore