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Commits on Apr 29, 2020

• Open source GPU training (experimental)

  Show description for 9ae8592
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  9ae8592

• Make eval_num_XXX_negs optional

  Show description for 03b72c3
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  03b72c3

• Compute loss on eval set

  Show description for dee6718
  

  adamlerer

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  facebook-github-bot

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  dee6718

Commits on Apr 28, 2020

• Add KBC to README

  Show description for 162c68e
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  162c68e

• remove extra log of training stats

  Show description for 31e05a6
  

  adamlerer

  authored and

  facebook-github-bot

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  31e05a6

Commits on Apr 27, 2020

• add eval mrr chunk avg

  Show description for 2e7c663
  

  jiajunshen

  authored and

  facebook-github-bot

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  2e7c663

Commits on Apr 23, 2020

• Update links for MLSys conference paper

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  lw

  authored and

  facebook-github-bot

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  bad0017

Commits on Apr 9, 2020

• Make trainer 0 collect and return all stats

  Show description for 72d3cfe
  

  lw

  authored and

  facebook-github-bot

  committed
  72d3cfe

• Use handler class instead of yielding stats

  Show description for 5ca69f9
  

  lw

  authored and

  facebook-github-bot

  committed
  5ca69f9

Commits on Apr 6, 2020

• Fix logging of stats

  Show description for e2e471b
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  e2e471b

Commits on Apr 1, 2020

• Don't try to checkpoint unpartitioned entities from the partition server

  Show description for 896dffc
  

  adamlerer

  authored and

  facebook-github-bot

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  896dffc

Commits on Mar 26, 2020

• Fix pbg support for different dimensional embeddings

  Show description for 5b848ab
  

  Erik Brinkman

  authored and

  facebook-github-bot

  committed
  5b848ab

Commits on Mar 24, 2020

• bugfix: Don't convert CPU embs (during eval) to half-precision

  Show description for 74a3c0a
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  74a3c0a

Commits on Mar 18, 2020

• Fix some typing and lint

  Show description for 4946218
  

  Erik Brinkman

  authored and

  facebook-github-bot

  committed
  4946218

• isort & black pbg

  Show description for 2a9fb77
  

  Erik Brinkman

  authored and

  facebook-github-bot

  committed
  2a9fb77

• Half-precision just for MM

  Show description for bbf1e7a
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  bbf1e7a

• Add more performance logging

  Show description for c7dea47
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  c7dea47

• GPU eval during training (fast version)

  Show description for 98081ea
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  98081ea

• Temporarily use ctypes for memory pinning because it was broken by D20249187

  Show description for baaf5df
  

  adamlerer

  authored and

  facebook-github-bot

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  baaf5df

Commits on Mar 13, 2020

• Use barrier to join parameter servers when possible, which is safer

  Show description for 30588bb
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  30588bb

Commits on Mar 11, 2020

• Object-oriented refactor of train_and_report_stats

  Show description for f9b8b72
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  f9b8b72

• GPU mode as separate train_gpu.py

  Show description for 529442d
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  529442d

• Simplify RowAdagrad (remove lr_decay)

  Show description for 4c6557c
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  4c6557c

• Make stuff accept both CPU and CUDA tensors

  Show description for 53d87ec
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  53d87ec

• Use multiple ProcessGroups for higher bandwidth

  Show description for 96f96fc
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  96f96fc

• Allocate shared memory for embeddings only once at the beginning

  Show description for f2b44a6
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  f2b44a6

• Remove background I/O

  Show description for 23349b5
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  23349b5

• Make Filament2's FBLearner flow launch partition servers if requested

  Show description for e9142c9
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  e9142c9

• tiny bugfix

  Show description for 3c53aa9
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  3c53aa9

• Allow arbitrary dimensions for pbg

  Show description for 83ff522
  

  Erik Brinkman

  authored and

  facebook-github-bot

  committed
  83ff522

Commits on Feb 18, 2020

• Fix schema optional unpacking

  Show description for 332a31a
  

  Erik Brinkman

  authored and

  facebook-github-bot

  committed
  332a31a

Commits on Feb 16, 2020

• Fix paper link in readme (facebookresearch#131)

  Show description for c649cf3
  

  rom1504

  authored and

  facebook-github-bot

  committed
  c649cf3

Commits on Feb 13, 2020

• Support multiple edgelist types beyond TSV (facebookresearch#120)

  Show description for fb0b3ae
  

  adamlerer

  authored and

  facebook-github-bot

  committed
  fb0b3ae

Commits on Dec 9, 2019

• Fix training not learning anything

  Show description for fc61408
  

  lw

  authored and

  facebook-github-bot

  committed
  fc61408

Commits on Dec 5, 2019

• Simpler partition swapping

  Show description for 3997200
  

  lw

  authored and

  facebook-github-bot

  committed
  3997200

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