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Lightweight, Portable, Flexible Distributed/Mobile Deep Learning with Dynamic, Mutation-aware Dataflow Dep Scheduler; for Python, R, Julia, Scala, Go, Javascript and more

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## Description train_iter = gluon.data.DataLoader( mnist_train.transform_first(transformer), batch_size, shuffle=True, num_workers=4 ) when i set num_workers = 4 seems code can run through, but will appear below exception: **Exception ignored in: Traceback...

Bug
needs triage

## Description Currently engine is a singleton, the lifetime of which is controlled by the static `shared_ptr`. This means that the engine is destroyed at the program exit in an...

Feature request

Dear, I just need to use libmxnet (windows: libmxnet.dll) with C++, training some simple models with c++ (not python), and I don't want to build from scratch by myself. Please...

Feature request

## Description ## (Brief description on what this PR is about) It is regarding some corrections in Typos. ## Checklist ## ### Essentials ### - [x] PR's title starts with...

pr-awaiting-testing

Bumps [pyyaml](https://github.com/yaml/pyyaml) from 5.1 to 5.4. Changelog Sourced from pyyaml's changelog. 5.4 (2021-01-19) yaml/pyyaml#407 -- Build modernization, remove distutils, fix metadata, build wheels, CI to GHA yaml/pyyaml#472 -- Fix for...

Python
pr-work-in-progress
dependencies

Bumps [kramdown](https://github.com/gettalong/kramdown) from 2.1.0 to 2.4.0. Commits See full diff in compare view [![Dependabot compatibility score](https://dependabot-badges.githubapp.com/badges/compatibility_score?dependency-name=kramdown&package-manager=bundler&previous-version=2.1.0&new-version=2.4.0)](https://docs.github.com/en/github/managing-security-vulnerabilities/about-dependabot-security-updates#about-compatibility-scores) Dependabot will resolve any conflicts with this PR as long as you don't alter...

pr-work-in-progress
dependencies
ruby

Bumps [addressable](https://github.com/sporkmonger/addressable) from 2.7.0 to 2.8.0. Changelog Sourced from addressable's changelog. Addressable 2.8.0 fixes ReDoS vulnerability in Addressable::Template#match no longer replaces + with spaces in queries for non-http(s) schemes fixed...

pr-work-in-progress
dependencies
ruby

I'm struggling to install `mxnet` side by side with `torch` because neither library appears to provide wheels built against the same version of cuda. The torch LTS and many recent...

Feature request

This script repeatedly runs a large convolution operator on the same input and checks memory allocation: ``` import mxnet as mx import os, psutil def get_memory_usage(): return psutil.Process(os.getpid()).memory_info().rss / 1e+6...

Bug
needs triage

https://mxnet.apache.org/versions/1.7.0/get_started?platform=windows&language=python&processor=gpu&environ=pip& suggests: ``` pip install mxnet-cu102 ``` C:\Users\jhonglei>c:\python37\python.exe -m pip install --upgrade mxnet-cu102 ``` ERROR: Could not find a version that satisfies the requirement mxnet-cu102 (from versions: none) ERROR: No...