Commits · 24e07399fc3ee95417d7a582c3e8952e1ac7d567 · OpenDAS / deepspeed

23 Dec, 2020 1 commit
- Elastic training support (#602) · 81aeea36
  Jeff Rasley authored Dec 22, 2020
```
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
```
  81aeea36
18 Dec, 2020 1 commit
- Ability to initialize distributed backend outside deepspeed runtime (#608) · 7435b2f1
  Jeff Rasley authored Dec 17, 2020
  
  7435b2f1
17 Dec, 2020 1 commit
- Transformer-kernel - supporting any arbitrary sequence-length (#587) · fd2f970b
  Reza Yazdani authored Dec 17, 2020
```
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
```
  fd2f970b
02 Dec, 2020 1 commit
- Add 'latest' checkpoint save/load support (#569) · 845921b3
  Jeff Rasley authored Dec 02, 2020
  
  845921b3
01 Dec, 2020 1 commit

supporting different hidden dimensions (#559) · c78c29f9

Reza Yazdani authored Dec 01, 2020



* supporting different hidden dimensions

* add support for larger hidden dimensions (greater than 8K)

* remove empty line

* add loop unrolling factor for dropout kernels

* update different kernels based on the reviews
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

c78c29f9

25 Nov, 2020 1 commit
- Turn back on PP tests (#558) · eec44af1
  Jeff Rasley authored Nov 24, 2020
  
  eec44af1
21 Nov, 2020 1 commit
- Support non-tensor state in checkpoint (#548) · 6021b702
  Olatunji Ruwase authored Nov 21, 2020
  
  6021b702
20 Nov, 2020 1 commit

Fix unbalanced gradients bug in ZeRO-2 gradient accumulation (#545) · 0178e6cc

Olatunji Ruwase authored Nov 20, 2020

* Use zero-tensors for missing gradients to avoid size mismatch

* Unit test for unbalanced gradients in ZeRO

* Formatting fixes

0178e6cc

19 Nov, 2020 1 commit

ZeRO-1 tune max-elems + bug fix (#532) · 08c96a1b

Jeff Rasley authored Nov 19, 2020

* zero-1 memory fix

* auto-tune max elems per comm to reduce padding/comm intervals

* clean-up and added previously missing reduction options

* fix testing backing to work with torch1.7

08c96a1b

18 Nov, 2020 1 commit

Fix layout bug in ZeRO Stage 1 checkpoint logic (#531) · 7752dc5e

Olatunji Ruwase authored Nov 17, 2020

* Fix layout bug in ZeRO Stage 1 checkpoint logic
Add elastic checkpoint option for ZeRO stage 1, default to True

* Format fixes

7752dc5e

12 Nov, 2020 1 commit

DeepSpeed JIT op + PyPI support (#496) · 31f46fee

Jeff Rasley authored Nov 12, 2020


Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>

31f46fee

10 Nov, 2020 1 commit

PLD release (#513) · be1147c0

Olatunji Ruwase authored Nov 10, 2020



* Progressive layer dropping docs (#499)

* test

* Adding tutorial and news page for pld

* updating the tutorial and posts of PLD

* update the finetune tutorial

* Update PLD tutorial (#512)

* Update installation instructions

* Format fix

* ZeRO tutorial

* Format fixes

* ZeRO-Offload

* ZeRO and ZeRO-Offload tutorials

* Update navigation page

* Format fixes

* Add yuxhe feedback

* Fix blog post link

* Fix OneBit-Adam link
Tweak scheduler example

* Fix date link

* Add DeepSpeed_Adam

* Add PLD tutorial to navigation
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

* updating the pld docs

* DeepSpeed implementation of PLD (#508)

* DeepSpeed implementation of PLD

* Format fixes

* Formatting fixes

* Fix broken url

* Address PR feedback

* Bump DSE
Co-authored-by: Minjia Zhang <33713995+minjiaz@users.noreply.github.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Minjia Zhang <minjiaz@microsoft.com>

be1147c0

30 Oct, 2020 1 commit

Add CPUAdam optimizer for zero-offload in deepspeed engine (#484) · f5aa2547

Reza Yazdani authored Oct 30, 2020



* add adamW to CPU-ADAM implementation

* supporting cpu-adam optimizer for zero-offload on deepspeed side

* bump DSE to match cpu-adam updates
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

f5aa2547

07 Oct, 2020 2 commits
- turning off different tests (temp) · 679fc135
  Jeff Rasley authored Oct 06, 2020
  
  679fc135
- temporarily disable lr unit tests · 11cf47ef
  Jeff Rasley authored Oct 06, 2020
  
  11cf47ef
29 Sep, 2020 1 commit
- Disable default installation of CPU Adam (#450) · 7b8be2a7
  Olatunji Ruwase authored Sep 29, 2020
```
* Disable default installation of CPU Adam

* Handle cpufeature import/use errors separately
```
  7b8be2a7
25 Sep, 2020 1 commit
- unit test rename (#442) · 5412a334
  Shaden Smith authored Sep 25, 2020
  
  5412a334
22 Sep, 2020 1 commit
- support dynamic sequence length in transformer kernels (#424) · f0f2a702
  RezaYazdaniAminabadi authored Sep 21, 2020
```
Co-authored-by: Conglong Li <conglong.li@gmail.com>
```
  f0f2a702
21 Sep, 2020 1 commit
- Add configurable intermediate size to transformer kernels (#423) · a148bd33
  RezaYazdaniAminabadi authored Sep 21, 2020
  
  a148bd33
18 Sep, 2020 3 commits
- Fix activation checkpoint unit tests for GPU systems (#421) · a825f996
  Shaden Smith authored Sep 18, 2020
  
  a825f996
- Revert "Activation checkpointing bugfix and unit tests (#420)" (#422) · a74a604a
  Jeff Rasley authored Sep 18, 2020
```
This reverts commit 01b6e27e

.
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
```
  a74a604a
- Activation checkpointing bugfix and unit tests (#420) · 01b6e27e
  Shaden Smith authored Sep 18, 2020
```
* Activation checkpointing bugfix and unit tests.

* Activation checkpointing bugfix and unit tests.
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
```
  01b6e27e
16 Sep, 2020 1 commit
- Add Linear warmup+decay lr schedule (#414) · 0e942df0
  Olatunji Ruwase authored Sep 16, 2020
```
Update lr schedule unit tests
```
  0e942df0
15 Sep, 2020 1 commit
- pytest skips for tests requiring certain ops (#411) · 91b4a93d
  Jeff Rasley authored Sep 15, 2020
```
* add pytest skips around tests that require certain ops to be installed
```
  91b4a93d
11 Sep, 2020 2 commits
- Revert "supporting different intermediate sizes other than 4 * hidden_dim (#389)" (#404) · 4ac9bf60
  Jeff Rasley authored Sep 11, 2020
```
This reverts commit e549be60.
```
  4ac9bf60
- supporting different intermediate sizes other than 4 * hidden_dim (#389) · e549be60
  RezaYazdaniAminabadi authored Sep 11, 2020
```
* supporting different intermediate sizes other than 4*hidden_dim

* run precommit

* uncommnet the unit tests
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
```
  e549be60
10 Sep, 2020 3 commits

fix for 16GB v100 nodes (#393) · b1d4bd73
Jeff Rasley authored Sep 10, 2020

b1d4bd73
Pipeline parallel training engine. (#392) · 65c2f974
Shaden Smith authored Sep 09, 2020
```
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
```
65c2f974

ZeRO-Offload release (#391) · 41db1c2f

Jeff Rasley authored Sep 09, 2020



* ZeRO-Offload (squash) (#381)
Co-authored-by: Olatunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Jie <37380896+jren73@users.noreply.github.com>
Co-authored-by: Arash Ashari <arashari@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: arashashari <arashashari@ArashMSLaptop.redmond.corp.microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>

41db1c2f

03 Sep, 2020 1 commit
- Update test_sparse_attention.py · 1ebcd6c5
  Jeff Rasley authored Sep 02, 2020
  
  1ebcd6c5
02 Sep, 2020 2 commits
- update DSE and rename SA tests · 1661e830
  Jeff Rasley authored Sep 02, 2020
  
  1661e830
- Sparse attn + ops/runtime refactor + v0.3.0 (#343) · e5bbc2e5
  Jeff Rasley authored Sep 01, 2020
```
* Sparse attn + ops/runtime refactor + v0.3.0
Co-authored-by: Arash Ashari <arashari@microsoft.com>
Co-authored-by: Arash Ashari <arashari@microsoft.com>
```
  e5bbc2e5
10 Aug, 2020 1 commit
- Fix+tests for get_lr from lr_scheduler before training starts (#310) · cd68e6e5
  Jeff Rasley authored Aug 10, 2020
```
* add fix and tests for get_lr from lr_scheduler before training starts
```
  cd68e6e5
15 Jul, 2020 2 commits
- Empty grad fix (#291) · 376818ef
  Jeff Rasley authored Jul 15, 2020
```
* empty grad fix
* add unit tests for empty grad
```
  376818ef
- Fix bug in fp32 optimizer state loading (#289) · 607814fe
  Olatunji Ruwase authored Jul 15, 2020
  
  607814fe
11 Jul, 2020 1 commit
- Support amp deepspeed backend (#286) · f5453124
  Jeff Rasley authored Jul 11, 2020
```
* add amp support for deepspeed (non-ZeRO)
* tests for amp mode
```
  f5453124
06 Jul, 2020 1 commit

ZeRO-2: Handle gradients of empty partitions (#275) · 4a3234e0

Olatunji Ruwase authored Jul 06, 2020



* Load non-DeepSpeed checkpoints into ZeRO optimizer

* Handle parameters smaller than DP

* Formatting fixes

* Handle empty partitions

* Fix perf bug
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>

4a3234e0

23 Jun, 2020 1 commit

Handle parameter groups smaller than DP (#273) · 88c319aa

Olatunji Ruwase authored Jun 23, 2020

* Load non-DeepSpeed checkpoints into ZeRO optimizer

* Handle parameters smaller than DP

* Formatting fixes

88c319aa

30 May, 2020 1 commit
- update tests · bbd8cd7d
  Jeff Rasley authored May 29, 2020
  
  bbd8cd7d
29 May, 2020 1 commit

Transformer kernel release (#242) · 734d8991

Jeff Rasley authored May 29, 2020



* Transformer kernels release
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Jeff Rasley <jerasley@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>
Co-authored-by: Shaden Smith <ShadenTSmith@gmail.com>
Co-authored-by: Elton Zheng <eltonz@microsoft.com>
Co-authored-by: Reza Yazdani <reyazda@microsoft.com>
Co-authored-by: RezaYazdaniAminabadi <44502768+RezaYazdaniAminabadi@users.noreply.github.com>
Co-authored-by: Tunji Ruwase <olruwase@microsoft.com>
Co-authored-by: Shaden Smith <Shaden.Smith@microsoft.com>
Co-authored-by: Samyam Rajbhandari <samyamr@microsoft.com>

734d8991