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Is there a timelist to implement “Sparse model training”？ #31

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stonehuang1024 opened this issue Jul 1, 2019 · 2 comments
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Is there a timelist to implement “Sparse model training”？ #31

stonehuang1024 opened this issue Jul 1, 2019 · 2 comments
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enhancement New feature or request

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@stonehuang1024
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as the title
@bobzhuyb
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bobzhuyb commented Jul 1, 2019

There is no timeline yet. Async training and fault tolerance will probably come earlier than that.

@bobzhuyb bobzhuyb added the enhancement New feature or request label Jul 1, 2019
@ymjiang
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ymjiang commented Jul 11, 2019

Closing this issue. Feel free to reopen for more discussions.

@ymjiang ymjiang closed this as completed Jul 11, 2019
pleasantrabbit pushed a commit that referenced this issue Jul 13, 2020
@jasperzhong
1bit: more parallelism (#31)
6c44049 
* 1bit: faster impl

* 1bit: more parallelism
@DeruiLiu DeruiLiu mentioned this issue Aug 6, 2020
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pleasantrabbit pushed a commit that referenced this issue Nov 3, 2020
@brminich @pleasantrabbit
Merge pull request #31 from brminich/topic/byteps
d060ba9 
Add initial UCX Van support

To run with UCX need to:
    1. Clone or download UCX
    2. Build it with multi-thread support, like below:
         ./autogen.sh && ./contrib/configure-release --enable-mt --prefix=$YOUR_UCX_PATH && make install -j
    3. Build ps-lite with UCX by
         make USE_UCX=1 ADD_CFLAGS="-I${YOUR_UCX_PATH}/include -L${YOUR_UCX_PATH}/lib
    4. Add DMLC_ENABLE_UCX=1 to your run script

Signed-off-by: Yulu Jia <yulu.jia@bytedance.com>
Committer: Yulu Jia <yulu.jia@bytedance.com>
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@bobzhuyb @stonehuang1024 @ymjiang