Ecosyste.ms: Issues

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GitHub / awslabs/graphstorm issues and pull requests

#100 - Reduce the memory overhead for text tokens in graph construction pipeline

Issue - State: open - Opened by zheng-da almost 2 years ago - 1 comment

#99 - [Config] Below configuration/arguments are not intuitive or consistent - batch 1

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago
Labels: v0.1

#98 - Add hdf5 support

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#97 - Support multilabel-classification task in graph construction.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago
Labels: draft

#96 - [Bug Fix] Fix folder permission issue in NFS setting

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago - 4 comments

#95 - Add an example on the MAG dataset

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#94 - Move code to other files in graph construction.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#93 - Refactor the code for feature transformation and label construction

Pull Request - State: closed - Opened by zheng-da almost 2 years ago - 1 comment

#92 - [Bug] Cannot save sparse embeddings in a distributed setting

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago - 2 comments
Labels: v0.1

#91 - Remove argument `--num_gpus` support

Pull Request - State: closed - Opened by isratnisa almost 2 years ago
Labels: break back compatibility

#90 - Define minimum requirements in setup.py

Issue - State: closed - Opened by thvasilo almost 2 years ago - 1 comment
Labels: v0.1.1

#89 - Support Mac OS

Issue - State: closed - Opened by zheng-da almost 2 years ago - 1 comment
Labels: 0.3

#88 - Fix a bug in pip install

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#87 - Support NCCL distributed backend in GraphStorm

Issue - State: closed - Opened by classicsong almost 2 years ago
Labels: enhancement, v0.2

#86 - [BugFix] OOM while computing `mrr_score`

Pull Request - State: closed - Opened by isratnisa almost 2 years ago

#85 - [Fix] Test graph construction and fix a few naming bugs

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago
Labels: break back compatibility

#83 - Update architecture diagram background to white

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago

#82 - Update GraphStorm Framework Figure to support dark mode.

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#81 - [Config] argument "eval_batch_size" may slow down the speed of evaluation

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago - 1 comment
Labels: v0.1

#80 - [Config] argument "use_dot_product" is not intuitive about its function

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago
Labels: v0.1

#79 - [Config] argument "verbose" and "debug" have similar functions

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago
Labels: v0.1

#78 - [Config] Argument name "num_gpus" default behavior is unknown

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago
Labels: v0.1

#77 - [Bug] OOM while inferencing on ogbn-papers100M for link prediction

Issue - State: closed - Opened by isratnisa almost 2 years ago - 1 comment
Labels: bug, v0.1

#76 - support different tasks in graph construction.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#75 - [Feature request] Save optimizer states of learnable sparse embedding.

Issue - State: open - Opened by classicsong almost 2 years ago
Labels: enhancement

#74 - Graph construction with external memory support

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#73 - Fix OGB Dataset unzipping issue

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#72 - Add JSON support

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#70 - Save and Load learnable sparse embedding in a distributed manner

Pull Request - State: closed - Opened by classicsong almost 2 years ago - 1 comment
Labels: enhancement, break back compatibility

#69 - Cannot download OGB Datasets

Issue - State: closed - Opened by prateekdesai04 almost 2 years ago - 3 comments

#68 - Add more optimizations in the graph construction pipeline

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#67 - Asynchronous data loading in mini-batch prediction

Pull Request - State: closed - Opened by isratnisa almost 2 years ago - 1 comment

#66 - Increase `eval_batch_size` to accelerate lp inference

Pull Request - State: closed - Opened by isratnisa almost 2 years ago

#65 - Add arxiv_nc and mag_lp inference yaml to support Inference Guide

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago - 1 comment

#64 - [Bug Fix] Fix error code check of CI script

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#63 - [Feature Request] Weighted edge loss.

Issue - State: closed - Opened by classicsong almost 2 years ago
Labels: v0.1.1

#62 - Cleanup inference code

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#61 - [Doc] Add a tutorial

Issue - State: closed - Opened by classicsong almost 2 years ago
Labels: v0.1

#60 - [Roadmap] V0.1 Release Plan

Issue - State: closed - Opened by classicsong almost 2 years ago
Labels: v0.1

#59 - [Feature Request] Add SageMaker support.

Issue - State: closed - Opened by classicsong almost 2 years ago
Labels: v0.1.1

#57 - Link Prediction's infer evaluated MRR is much larger than trainer evaluated MRR

Issue - State: closed - Opened by zhjwy9343 almost 2 years ago - 3 comments
Labels: bug, v0.1

#56 - Add json support

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#55 - Optimize graph construction pipeline

Pull Request - State: closed - Opened by zheng-da almost 2 years ago - 2 comments

#54 - Fix how to run the graph construction script.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#53 - [Bug fix] Fix the case when GNN encoder is not used.

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#52 - Use Pytorch dataloader for graph construction

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#51 - The preprocessing script support data split for link prediction.

Issue - State: closed - Opened by zheng-da almost 2 years ago
Labels: v0.1

#50 - Support categorial attributes

Issue - State: closed - Opened by zheng-da almost 2 years ago
Labels: v0.1.1

#49 - Save embeddings based on the original node IDs

Issue - State: closed - Opened by zheng-da almost 2 years ago - 1 comment
Labels: v0.1

#48 - Fix the ID mapping issue of saved GNN embeddings.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#47 - CI Label Fix

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#46 - Skip CI check and semgrep schedule change

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#45 - [Fix CI] Fix CI out of disk space problem

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#44 - [Bug Fix] Fix language model warmup logic error

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#41 - Support custom data split in graph construction.

Issue - State: closed - Opened by zheng-da almost 2 years ago - 1 comment
Labels: v0.1.1

#40 - Define a rule of naming feature tensors if feature processing generates multiple tensors

Issue - State: closed - Opened by zheng-da almost 2 years ago - 1 comment
Labels: v0.1

#39 - [BugFix] save_topk does save the right model after evaluation.

Pull Request - State: closed - Opened by classicsong almost 2 years ago - 1 comment

#38 - Add use_your_own_data example and fix HGT example inconsistency

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago

#37 - `predict` does not have `input_nodes` while `forward` has `input_nodes`

Issue - State: closed - Opened by zheng-da almost 2 years ago
Labels: bug, v0.1

#36 - GraphStorm fails if `fanout`=[] and `model_encoder_type`='mlp'

Issue - State: closed - Opened by zheng-da almost 2 years ago - 1 comment

#35 - Add support for tuning language model with a separate learning rate

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#34 - Update readme to define GraphStorm.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#33 - Fix GNN device mismatch bug

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#32 - Fix CI pipeline

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#31 - OSS CI Updates

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#30 - [Bug-fix] Fix sparse embedding device mis-match bug

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#29 - add script to preprocess data.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago - 1 comment

#28 - Have a scalable way of saving learnable embeddings

Issue - State: closed - Opened by zheng-da almost 2 years ago
Labels: v0.1

#27 - Fix a bug that distributed tensors/embeddings are destroyed unexpectedly.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago

#26 - Update README.md

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#25 - Clean up dead code

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#24 - Fix edge type bug

Pull Request - State: closed - Opened by classicsong almost 2 years ago - 1 comment

#23 - Fix a bug that distributed tensors/embeddings are destroyed unexpectedly.

Pull Request - State: closed - Opened by zheng-da almost 2 years ago - 1 comment

#22 - Save logits of prediction results for node classification tasks

Pull Request - State: closed - Opened by isratnisa almost 2 years ago

#21 - [Security Bugfix] Fix the torch.load security risk by using weights_only

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#20 - Verify the correctness of GraphStorm input config.

Issue - State: closed - Opened by zheng-da almost 2 years ago
Labels: v0.2

#19 - [Bug Fix] Fix device mismatch bug when Bert embedding cache is used.

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#18 - Update docker building contents

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago

#16 - Add two yaml files for readme

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago

#15 - revert adding two yaml files

Pull Request - State: closed - Opened by zhjwy9343 almost 2 years ago

#14 - Graphstorm CI

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#13 - Graphstorm CI

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#12 - Initial commit of GraphStorm v0.1 release

Pull Request - State: closed - Opened by classicsong almost 2 years ago

#11 - Graphstorm CI

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#10 - Test PR - Do not merge

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#9 - Test PR - Do not merge

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#8 - Test PR - Do not merge

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#7 - Test PR

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#6 - Testing Changes

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#5 - Test PR

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#4 - Test Pull Request

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#3 - Test PR for checking CI

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#2 - Adding CI implementation to opensource_gsf branch

Pull Request - State: closed - Opened by prateekdesai04 almost 2 years ago

#1 - Add requirements.txt

Pull Request - State: closed - Opened by classicsong almost 2 years ago