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651 Commits

Author SHA1 Message Date
i-robot 9f296c58d6 !20960 [AutoParallel]Add replace graph for conv2d 
Merge pull request !20960 from lichen/add_replace_graph_for_conv2d
 2021-07-28 07:06:41 +00:00
lichenever a7f8024c29 add_replace_graph_for_conv2d 2021-07-28 11:02:21 +08:00
yao_yf dc7dc7d3fa dataset strategy set 2021-07-27 18:44:10 +08:00
yangzhenzhang 80e5cc0e52 add parallel op for gatherd 2021-07-26 11:14:25 +08:00
Xiaoda Zhang bb5d4212f7 enable All2All in infering redistribution ops 2021-07-24 09:09:01 +08:00
lichenever 3c7cfb7c08 auto_parallel_support_control_flow 2021-07-22 17:31:31 +08:00
i-robot a7d40fc220 !20520 [AutoParallel]Add op AllToAllv 
Merge pull request !20520 from lichen/add_op_AllToAllv
 2021-07-20 07:57:03 +00:00
lichenever 8c1998fd6b add_op_AllToAllv 2021-07-20 10:49:28 +08:00
i-robot c9d3c1d346 !20411 enable optimizer parallel for inference 
Merge pull request !20411 from gziyan/enable_opt_shard_predict
 2021-07-20 01:37:06 +00:00
yangzhenzhang b31cd27a08 update check strategy for conv2d 2021-07-19 15:03:26 +08:00
Ziyan 1c9166e0a6 remove restriction for opt shard in inference 2021-07-16 17:16:12 +08:00
Xiaoda Zhang 04381273b3 Add the sharding propagation function: 
1) users configure sharding strategies for operators;
2) framework will propagate the strategies from configured-ops to
non-configured ops using BFS;
3) the propagation goal is to minimize redistribution communication
cost;
 2021-07-14 10:54:18 +08:00
chenhaozhe 086a871975 Change Loss to LossBase 2021-07-02 16:41:02 +08:00
lichenever db8850a4a3 pipeline_support_predict_master 2021-06-26 09:25:59 +08:00
Ziyan be1f5a43d7 opt shard fit micro batch 2021-06-24 14:52:19 +08:00
yangzhenzhang 69acf757d0 add parallel op for conv2d backprop input 2021-06-24 10:01:49 +08:00
yangzhenzhang 24370b5613 add parallel op for maxpool 2021-06-21 09:00:56 +08:00
yangzhenzhang af0d28de48 add parallel op for batchnorm 2021-06-17 15:43:24 +08:00
i-robot 85d860e6a2 !16457 [AutoParallel]pipeline_split_adapt_master 
Merge pull request !16457 from lichen/pipeline_split_adapt_master
 2021-06-11 11:37:40 +08:00
lichenever db5d508356 pipeline_split_adapt_master 2021-06-10 20:17:33 +08:00
yangzhenzhang 7a40741048 add parallel operator for conv2d 2021-06-10 14:58:51 +08:00
Ziyan 95ac0f6d58 fix optimizer weight shard config 2021-06-08 10:44:17 +08:00
chenhaozhe 9da8534396 change _Loss to Loss 2021-06-03 15:26:59 +08:00
mindspore-ci-bot 1c8fda25ef !16478 handle load op in step parallel 
From: @gong_zi_yan
Reviewed-by: @yangzhenzhang,@stsuteng
Signed-off-by: @stsuteng
 2021-05-29 09:32:35 +08:00
mindspore-ci-bot b45b63fc58 !17239 add parallel gathernd test case 
From: @hanyang001
Reviewed-by: @stsuteng,@yangzhenzhang
Signed-off-by: @stsuteng
 2021-05-29 09:11:25 +08:00
Wan Hanyang c51dff2634 add parallel gathernd test case 2021-05-28 17:21:11 +08:00
Wan Hanyang 3ce521d78f add parallel layernorm test case 2021-05-28 17:20:04 +08:00
Ziyan 4b17493e52 handle load in step parallel 2021-05-28 09:16:40 +08:00
yangzhenzhang d711d98f07 clean duplicate code 2021-05-25 17:25:34 +08:00
yao_yf 732d13ccff parallel dropout support repeated compute 2021-05-20 19:42:13 +08:00
yangzhenzhang 6aa3859131 modify check strategy for scatter update 2021-05-10 11:22:00 +08:00
Ziyan 2a752f24bf enable not fully use opt shard 2021-05-07 15:32:48 +08:00
yao_yf e967f1939b parallel envs variable check 2021-05-07 09:12:53 +08:00
mindspore-ci-bot 78fcdbc7c9 !15790 modify scatter update op 
From: @yangzhenzhang
Reviewed-by: @kisnwang,@stsuteng
Signed-off-by: @stsuteng
 2021-04-28 10:48:19 +08:00
yangzhenzhang 075f680a42 modify scatter update op 2021-04-27 20:23:14 +08:00
Xiaoda Zhang aa52399200 Making the Tile operator to have more parallel strategies 2021-04-27 11:36:40 +08:00
yao_yf 093ef784de dont insert virtualoutput for scalar 2021-04-26 19:55:16 +08:00
mindspore-ci-bot 3cfd58e8e0 !15643 insert virtual div only for first input of dropout do mask 
From: @yangzhenzhang
Reviewed-by: @stsuteng,@kisnwang
Signed-off-by: @stsuteng
 2021-04-26 09:21:00 +08:00
mindspore-ci-bot 49d6c029a6 !15542 split axis and batch for gather 
From: @yangzhenzhang
Reviewed-by: @kisnwang,@stsuteng,@stsuteng
Signed-off-by: @stsuteng,@stsuteng
 2021-04-25 19:33:09 +08:00
yangzhenzhang 5828973978 fix bug for dropout do mask 2021-04-25 16:47:44 +08:00
yao_yf 21276408b8 parallel virtual_out_ops 2021-04-25 11:18:54 +08:00
yangzhenzhang 213922574e split axis and batch for gatherv2 2021-04-23 16:59:35 +08:00
yangzhenzhang c2ca2232c5 add select op 2021-04-20 09:23:22 +08:00
mindspore-ci-bot 1c9d3c0aa0 !15353 add parallel operator for scatter update 
From: @yangzhenzhang
Reviewed-by: @kisnwang,@stsuteng
Signed-off-by: @stsuteng
 2021-04-20 09:03:08 +08:00
mindspore-ci-bot 0fd1726e79 !15172 Clean GraphKernel's codes from frontend 
From: @dayschan
Reviewed-by: @gaoxiong1,@dylangeng,@gaoxiong1
Signed-off-by: @dylangeng,@dylangeng
 2021-04-19 09:34:35 +08:00
yangzhenzhang 9cdd70433f add scatterupdate op 2021-04-17 17:32:48 +08:00
yangzhenzhang d070af122f add topk op 2021-04-17 14:12:49 +08:00
dayschan 771e3f61f3 Clean GraphKernel's codes from frontend 
1. set class GraphKernel as deprecated, and treat it as Cell
2. set class InplaceAssign as deprecated, suggested using Assign instead.
3. set op_selector as deprecated, removed the _selected_ops and _selected_grad_ops, replaced with real operations
4. removed the two passes of GraphKernel from frontend
5. removed the GraphKernel's codes from other modules
 2021-04-17 11:03:34 +08:00
yangzhenzhang f9f5df368e add gathernd op 2021-04-16 14:29:03 +08:00
yangzhenzhang bcd2ecc403 check layouts for shared parameter 2021-04-15 10:39:05 +08:00
yao_yf a83fb3316b fix parallel timeout 2021-04-02 20:19:26 +08:00
yao_yf 4d0635eabe set parallel communication init flag in parallel ut 2021-03-30 11:21:57 +08:00
dingpeifei 87e41aaeee IR operators of GPU and CPU are unified as batchnorm 2021-03-18 19:02:28 +08:00
mindspore-ci-bot 7454ac8ecd !13382 [PipelineSplit]change pipeline key word 
From: @lichen666
Reviewed-by: @kisnwang,@zhunaipan
Signed-off-by: @zhunaipan
 2021-03-16 20:20:32 +08:00
lichenever a2b2727ba8 change_pipeline_key_word 2021-03-16 14:02:35 +08:00
LianLiguang 17b9758543 unify range ops 2021-03-16 10:47:42 +08:00
mindspore-ci-bot 7ba21f8d8c !12900 Add communication parallel mode. 
From: @liujunzhu
Reviewed-by: @zhoufeng54,@guoqi1024
Signed-off-by: @guoqi1024
 2021-03-06 15:55:49 +08:00
liujunzhu 6541b96c40 Add communication parallel mode. 2021-03-05 21:36:03 +08:00
Ziyan ec9793861f fix grad accu 2021-03-05 10:28:10 +08:00
mindspore-ci-bot 7ff2b3b499 !12781 fix bug of amp bn cast 
From: @jojobugfree
Reviewed-by: 
Signed-off-by:
 2021-03-04 10:14:51 +08:00
caifubi a6959c2a13 fix bn cast bug 2021-03-02 17:24:47 +08:00
yangzhenzhang a70d616841 mini step grad accumulation 2021-03-01 10:20:12 +08:00
wangshuide2020 72e938eb06 change dimension of input for FusedBatchNormEx from 2D to 4D in test_two_matmul_batchnorm_ex. 2021-02-25 09:37:59 +08:00
He Wei 7d9a783993 [auto-monad] Support side-effects by auto-monad 
The basic idea is: exploits data dependency to control the execution order
of side-effect operations, and keep the semantics of ANF unchanged.

The ControlDepend primitive is removed and there are two primitives added:

1. UpdateState:
```
  a = Assign(para, value)
```
became:
```
  a = Assign(para, value, u)
  u = UpdateState(u, a)
```

2. Load:
```
  x = Add(para, value)
```
became:
```
  p = Load(para, u)
  x = Add(p, value)
  u = UpdateState(u, p)
```
 2021-02-08 09:01:15 +08:00
jinyaohui 30a27b2adb modify Gelu、FastGelu to GeLU and FastGeLU 2021-02-05 17:19:52 +08:00
mindspore-ci-bot 74652eb942 !12044 modify pack to stack 
From: @jinyaohui
Reviewed-by: 
Signed-off-by:
 2021-02-04 21:02:09 +08:00
jinyaohui 8022f9a6ed modify pack to stack 2021-02-04 18:54:31 +08:00
yangzhenzhang 726ea32778 merge parameter slice compile graph only once 2021-02-03 19:39:32 +08:00
l00591931 9ec100d069 Change TensorAdd to Add, from r1.1 to master 2021-02-01 17:53:52 +08:00
mindspore-ci-bot 9fa0499fa0 Change GatherV2 to Gather r1.1 to master 2021-01-30 14:13:47 +08:00
yangzhenzhang cbca482e59 delete useless parameter in pipeline parallel 2021-01-21 19:05:40 +08:00
yangzhenzhang 7303c3d3b8 add group ckpt 2021-01-21 14:41:05 +08:00
lilei 9a45c4419c modify batch_normal 2021-01-13 20:59:46 +08:00
yangzhenzhang 9da3f9bec9 mini step grad accumulation 2021-01-06 09:25:06 +08:00
mindspore-ci-bot 2e684df5b1 !10686 fix infer rank list typo and add testcase 
From: @gong_zi_yan
Reviewed-by: @stsuteng,@zhunaipan
Signed-off-by: @stsuteng
 2020-12-28 21:20:19 +08:00
Ziyan 2c3b99ce91 fix infer rank list typo 2020-12-28 18:46:01 +08:00
mindspore-ci-bot b67aaf6773 !9832 expose_allgather_fusion_to_users 
From: @gong_zi_yan
Reviewed-by: 
Signed-off-by:
 2020-12-28 09:54:57 +08:00
Ziyan bbf8ec82b9 expose allgather fusion interface to users 2020-12-27 17:44:45 +08:00
ms_yan deb1e6e965 use from_numpy and add do_copy option 2020-12-23 21:38:05 +08:00
Ziyan c5c905fdf5 add restriction for opt shard 2020-12-19 17:43:55 +08:00
huangxinjing a8446af1ab Fix condition check 2020-12-18 16:43:43 +08:00
jjfeing 1984cf8e20 unify mindir 2020-12-12 17:55:16 +08:00
mindspore-ci-bot d5db8872fd !9834 Fix wrong input argument of Reshape for multi field embedding 
From: @huangxinjing
Reviewed-by: @zhunaipan,@stsuteng
Signed-off-by: @stsuteng
 2020-12-11 21:31:48 +08:00
huangxinjing 996ee72c50 Fix embedding layer 
Fix input check
 2020-12-11 19:13:09 +08:00
yao_yf 19fe28cb9b hange strategys of last nodes in eval/predict at auto parallel mode 2020-12-11 11:11:28 +08:00
Xiaoda Zhang e78228603b move parallel-related black-list to core/ir, and fix the cloneCNode bug 2020-12-10 15:57:01 +08:00
mindspore-ci-bot ec3983b77d !9577 support distributed predict 
From: @gong_zi_yan
Reviewed-by: @caozhou_huawei,@yao_yf,@stsuteng,@zh_qh
Signed-off-by: @stsuteng
 2020-12-08 10:28:30 +08:00
Ziyan e7e9dae54d support distributed predict 2020-12-07 16:12:45 +08:00
Xiaoda Zhang 9a9e3a751e set cnode's fullname when cloning 2020-12-04 15:59:44 +08:00
lichenever 818e920f02 fix_pipeline_split_param_shared_bug 2020-12-03 19:30:29 +08:00
lichenever 78e131cf15 pipeline_split adapt parallel 2020-12-02 18:52:40 +08:00
yangzhenzhang 7b33f3e2ac gatherv2 axis split repeated calculation 2020-11-30 17:03:29 +08:00
yangzhenzhang 7278f5c109 update_gatherv2_op 2020-11-28 16:56:39 +08:00
Xiaoda Zhang c79e988b0d set fullname for reshape after reshape-elimination 2020-11-28 12:16:51 +08:00
yao_yf 9cda064716 auto parallel predict 2020-11-26 20:13:15 +08:00
mindspore-ci-bot 3d6d820612 !8154 Add nn.MultiFieldEmbedding for the embedding lookup opearations 
From: @huangxinjing
Reviewed-by: 
Signed-off-by:
 2020-11-24 09:49:39 +08:00
mindspore-ci-bot d915fd9b96 !8592 change repeat_elements to a composite op 
From: @tom__chen
Reviewed-by: 
Signed-off-by:
 2020-11-23 23:15:23 +08:00
huangxinjing b0deb7a289 Add dense embedding 2020-11-23 20:21:58 +08:00
tom__chen a52cd685fc change repeat_element op to a composite op 2020-11-19 15:42:22 -05:00
huangxinjing 89e7778497 Add UnsortedSegmentMax Operation 2020-11-19 17:41:54 +08:00
huangxinjing 8129806475 Add slice parallel op 2020-11-18 20:20:33 +08:00
mindspore-ci-bot ee72de1db2 !8441 Add Parallel Implements of UniformCandidateSampler 
From: @huangxinjing
Reviewed-by: 
Signed-off-by:
 2020-11-18 18:59:31 +08:00
mindspore-ci-bot cd6236c0a0 !8712 update pipeline parallel interface 
From: @yangzhenzhang
Reviewed-by: @kisnwang
Signed-off-by:
 2020-11-18 18:59:04 +08:00
mindspore-ci-bot fb0e866ad1 !8269 forward unique dynamic shape 
From: @yao_yf
Reviewed-by: 
Signed-off-by:
 2020-11-18 18:53:46 +08:00
yao_yf 31819bb4a7 support forward unique 2020-11-18 15:22:14 +08:00
yangzhenzhang 278e82a849 update pipeline parallel 2020-11-18 13:55:34 +08:00
huangxinjing 2730cef047 Uniform Sampler Base Update 2020-11-18 09:39:32 +08:00
Ziyan 0ddb754edb run cast before parallel optimizer 2020-11-13 14:04:04 +08:00
huangxinjing 12e9107162 Fix VirtualDiv Int32 error 2020-11-11 09:32:57 +08:00
mindspore-ci-bot 4e07f43dff !8323 [Auto parallel] Supporting for-loop in strategy-searching 
From: @xiaoda_zh
Reviewed-by: 
Signed-off-by:
 2020-11-10 10:33:25 +08:00
Xiaoda Zhang aa13d6b1cd support for-loop in auto-parallel 2020-11-09 17:18:30 +08:00
yangzhenzhang 9747bde861 add range op 2020-11-09 15:14:07 +08:00
yangzhenzhang 0a79ab82ae add parallel ops 2020-11-06 12:09:19 +08:00
Xiaoda Zhang aa84484049 enabling approximation in DP algorithms 2020-11-05 16:07:26 +08:00
Ziyan c33f2cd796 fix auto optimizer weight shard 2020-11-02 16:25:48 +08:00
Yi Huaijie 148d645915 fix ReLUV2 error 2020-10-29 20:29:01 +08:00
huangxinjing bf5d21770a Add UnsortedSegmentSum and UnosrtedSemenMin For Oparallel Implements 2020-10-28 08:57:02 +08:00
mindspore-ci-bot d4142d682d !7437 auto parallel support dynamic 
Merge pull request !7437 from yao_yf/auto_parallel_support_dynamic_shape
 2020-10-27 21:02:28 +08:00
mindspore-ci-bot 08e6ac0b09 !7805 support split ValueList 
Merge pull request !7805 from yihuaijie/master
 2020-10-27 19:22:52 +08:00
yao_yf 0cfe72cd22 auto parallel dynamic 2020-10-27 19:17:27 +08:00
Yi Huaijie 3102c4ff8d support split ValueList 2020-10-27 17:58:36 +08:00
yao_yf 65d8e63580 set last node data parallel or repeat calculate in eval/predict 2020-10-26 20:05:00 +08:00
mindspore-ci-bot f711e01f61 !7719 refactor cnode strategy 
Merge pull request !7719 from gziyan/refactor_cnode
 2020-10-24 16:16:29 +08:00
Ziyan 069318899a refactor get cnode strategy 2020-10-24 15:06:26 +08:00
mindspore-ci-bot d50736df2c !7607 modify_normal_seed 
Merge pull request !7607 from lilei/modify_normal
 2020-10-23 10:40:58 +08:00
lilei 0c043d18ef modify_normal 2020-10-22 21:35:44 +08:00
mindspore-ci-bot 8bfe141680 !7571 fix bug in reshape strategy search when reshape as the first operator 
Merge pull request !7571 from yao_yf/reshape_strategy_search_fix_when_reshape_is_first_op
 2020-10-22 10:16:33 +08:00
yao_yf f7189adb91 fix bug in reshape strategy search when reshape is first operator 2020-10-22 09:15:18 +08:00
mindspore-ci-bot f487797694 !7495 [Auto-parallel] Overwrite strategies for star graph structures 
Merge pull request !7495 from Xiaoda/27-star-elimination-overload
 2020-10-22 09:10:52 +08:00
mindspore-ci-bot b2b9016ddf !7429 modify normal seed 
Merge pull request !7429 from lilei/modify_bug
 2020-10-21 09:37:47 +08:00
lilei 04075671cf modify_normal_seed 2020-10-20 22:06:17 +08:00
Xiaoda Zhang fba2bfeb54 overwrite strategies for star graph structure 2020-10-20 13:40:24 +08:00
yangzhenzhang fc4ed975c4 handle repeated calculation 2020-10-19 10:47:01 +08:00
yao_yf 022005b94a fix a bug cases in reshape redistribution 2020-10-15 16:58:09 +08:00
yao_yf f60d81a15f support reshape redistribution in all scenes 2020-10-13 21:21:17 +08:00
mindspore-ci-bot fd0c03c493 !7090 implement parallel BroadcastTo 
Merge pull request !7090 from yihuaijie/master
 2020-10-09 19:10:20 +08:00
Yi Huaijie 45d373d40e implement parallel BroadcastTo 2020-10-09 15:17:37 +08:00
Ziyan ddc0113058 enable parallel optimizer in auto parallel 2020-10-08 14:51:15 +08:00
mindspore-ci-bot 58610443cb !7023 modify endofsequence for multi-machine 
Merge pull request !7023 from HW_KK/master
 2020-09-30 08:40:57 +08:00
wuweikang a32811e160 modify endofsequence for multi-machine 2020-09-29 16:17:38 +08:00
mindspore-ci-bot 2a799fe90e !6018 Set the number of epochs in mode.train() non-sink Mode 
Merge pull request !6018 from h.farahat/ms_nonsink_epochs
 2020-09-28 22:15:54 +08:00
hesham 9cee0d2143 Add num_epochs to non-sink training 2020-09-24 23:24:43 -04:00
huangxinjing 4ef439e27b Add stage information for ops and strategy 2020-09-25 10:42:43 +08:00
Yi Huaijie 6066b16838 implement parallel Pack 2020-09-23 09:22:21 +08:00
mindspore-ci-bot 9475f9a19a !6548 Implement parallel Split 
Merge pull request !6548 from yihuaijie/dev
 2020-09-22 19:41:04 +08:00
mindspore-ci-bot dfe77372f5 !6505 Set top graph parameters' name the same as original graph parameters. 
Merge pull request !6505 from 张清华/master2
 2020-09-21 20:06:59 +08:00
Zhang Qinghua 6c72d88ba1 Set top graph parameters' name as original graph parameters. 2020-09-21 17:44:02 +08:00
guohongzilong a754dea90c delete SoftmaxCrossEntropyExpand 2020-09-20 21:17:24 +08:00
mindspore-ci-bot 5a20b11012 !6502 [AutoParallel]Fix auto parallel find loss bug 
Merge pull request !6502 from lichen/fix_auto_parallel_find_loss_bug
 2020-09-19 15:56:56 +08:00
Yi Huaijie 18ed2bec53 implement parallel Split 2020-09-19 12:35:56 +08:00
lichenever d4bba3f1d2 fix_auto_parallel_find_loss_bug 2020-09-18 20:27:33 +08:00
mindspore-ci-bot 4d54de100b !6411 [Auto parallel] Add a flag to control whether to overwrite the right-node in triangle-elimination of DP algorithm 
Merge pull request !6411 from Xiaoda/23-fix-the-triangle-elimination-problem
 2020-09-18 19:32:37 +08:00
Xiaoda Zhang 970490a6f0 add a flag to control whether overwrite the right-node in triangle elimination of DP algorithm 2020-09-18 15:37:18 +08:00
mindspore-ci-bot d8d2a70cb3 !6344 [AutoParallel]fix auto parallel multigraph bug 
Merge pull request !6344 from lichen/fix_auto_parallel_mutigraph_bug
 2020-09-17 20:30:32 +08:00
lichenever 6b2a9de09f fix auto parallel mutigrpah bug 2020-09-17 14:51:14 +08:00
Yi Huaijie e4cd67596f raise RuntimeError when using full_batch neither under semi_auto_parallel nor auto_parallel 2020-09-16 14:51:09 +08:00
Wan Hanyang 0b7570eb53 add model with loss, without loso and o2 test case 2020-09-12 14:26:40 +08:00
Wan Hanyang 2ceea1e59d add a self attention test case 2020-09-11 16:30:28 +08:00
Su Teng 7b46f46a65 remove unuse test 2020-09-11 10:16:56 +08:00
Yi Huaijie eb83ea9607 change internal API _get_strategy() to _get_shard_strategy() 2020-09-10 17:46:53 +08:00
Yi Huaijie a836d25c64 change API set_strategy() to shard() 2020-09-10 15:30:19 +08:00
mindspore-ci-bot b40677002f !5714 [refine]change top graph and add cell class 
Merge pull request !5714 from vlne-v1/change-top-graph
 2020-09-08 11:56:36 +08:00
Wei Luning e6f82af849 add cell class to c++ 2020-09-07 21:06:07 +08:00
lichenever f2d3fd34ce rectification_allreduce_fusion_api 2020-09-07 16:38:58 +08:00
yao_yf d4cfe55c04 rename mirror_mean to gradients_mean 2020-09-04 14:47:36 +08:00
mindspore-ci-bot 9018737e99 !5696 [Auto parallel] Move 'multi-subgraphs' interface to internal 
Merge pull request !5696 from Xiaoda/20-moving-multi-graph-interface-internal
 2020-09-04 11:17:28 +08:00
mindspore-ci-bot c064c01b6b !5729 [AutoParallel]Add FuseBatchNormEx op 
Merge pull request !5729 from lichen/add_batchnormex_op
 2020-09-04 11:17:22 +08:00
mindspore-ci-bot 7786adc3aa !5722 fix semi auto parallel parameter of reshape has another user 
Merge pull request !5722 from yao_yf/semi_auto_parallel_reshape_parameter_has_another_user
 2020-09-04 09:45:41 +08:00
lichenever d22f506431 add BatchNormEx op 2020-09-03 22:22:19 +08:00
yao_yf 05c003ae6b origin/semi_auto_parallel_reshape_parameter_has_another_user 2020-09-03 20:27:46 +08:00
mindspore-ci-bot fc79997de5 !5502 Mod SoftmaxCrossEntropyWithlogits 
Merge pull request !5502 from wanyiming/mod_SoftmaxCrossEntropyWithlogits
 2020-09-03 20:24:43 +08:00
Xiaoda Zhang 42f1241270 remove 'multi-subgraphs' to internal 2020-09-03 19:07:08 +08:00
wanyiming 0ec70068ae mod_SoftmaxCrossEntropyWithLogits 2020-09-03 17:33:20 +08:00
mindspore-ci-bot 35e6cca1a3 !5634 wrap numpy random seed into an api 
Merge pull request !5634 from yihuaijie/master
 2020-09-02 19:28:33 +08:00
Yi Huaijie 4a5d115a66 add get_seed() and set_seed() 2020-09-02 17:17:04 +08:00
mindspore-ci-bot ccc0ea60ee !5661 fix auto parallel reshape strategy set when it is first operator 
Merge pull request !5661 from yao_yf/auto_parallel_reshape_fix
 2020-09-02 15:42:47 +08:00
yao_yf 755f381406 fix auto parallel reshape strategy set when it is first operator 2020-09-02 14:15:54 +08:00
yao_yf 8f7aa5bd5a auto parallel context modify 2020-08-31 21:19:49 +08:00
mindspore-ci-bot be606ba8f5 !5432 Mindspore parallel supports all elementary-wise operators 
Merge pull request !5432 from yihuaijie/master
 2020-08-29 14:16:48 +08:00
Yi Huaijie 84948ca730 parallel supports more elementary-wise operators 2020-08-28 18:19:06 +08:00
mindspore-ci-bot 414184c184 !5367 Check the parameter's split strategies if it has multiple users 
Merge pull request !5367 from yangzhenzhang/check-parameter-split
 2020-08-28 16:26:46 +08:00
yao_yf 07117e4dd4 mv ParallelMode to context 2020-08-28 19:13:55 +08:00
yangzhenzhang fbda03bbcc check parameter split 2020-08-28 10:49:27 +08:00
mindspore-ci-bot 66d6320b21 !5224 Add test case about loss scale in parallel mode 
Merge pull request !5224 from yangzhenzhang/add-split-sens-and-loss-scale-test-case
 2020-08-27 09:06:01 +08:00
yangzhenzhang 6ae5893681 add test cases 2020-08-26 15:11:44 +08:00
panyifeng 1a54785fe2 remove name arg from gradoperation 2020-08-26 11:16:57 +08:00
mindspore-ci-bot 7d4f481884 !5017 remove internal interface in wide&deep 
Merge pull request !5017 from yao_yf/wide_and_deep_no_internal_interface
 2020-08-25 14:11:51 +08:00
mindspore-ci-bot abe6b82138 !5011 remove global grad ops 
Merge pull request !5011 from riemann_penn/remove_global_grad_ops
 2020-08-25 09:47:55 +08:00
yao_yf a9a8e323b2 remove internal interface in wide&deep 2020-08-24 19:18:47 +08:00
mindspore-ci-bot fc6eee3bda !5019 raise RuntimeError when set different mode after Initializer created 
Merge pull request !5019 from yihuaijie/dev
 2020-08-24 18:49:32 +08:00
panyifeng 637e812347 remove global grad ops 2020-08-24 16:50:09 +08:00
Yi Huaijie 394be43492 raise RuntimeError when set different mode after Initializer created 2020-08-24 14:08:09 +08:00
Su Teng e3ae23c939 add parallel attention test 2020-08-21 10:10:53 +08:00
mindspore-ci-bot 3d06cbf987 !4801 Must set or change parallel mode before any Initializer created 
Merge pull request !4801 from yihuaijie/dev
 2020-08-21 09:47:32 +08:00
Yi Huaijie 89a4ebf8a1 parallel mode must be set before create an initializer 2020-08-20 19:20:46 +08:00
mindspore-ci-bot 9ee144ea40 !4744 [AutoParallel]Support bert 
Merge pull request !4744 from lichen/support_bert
 2020-08-20 14:13:19 +08:00
lichenever 221a801395 auto parallel support bert 2020-08-19 17:47:59 +08:00
yangzhenzhang cda08f6a52 concat 3 tensors in auto parallel mode 2020-08-19 11:27:35 +08:00
mindspore-ci-bot 2ae6365d77 !4650 EmbeddingLookup support auto parallel 
Merge pull request !4650 from yangzhenzhang/embedding-lookup-auto-parallel
 2020-08-18 15:51:04 +08:00
yangzhenzhang 6f6a8ae9f0 embedding lookup auto parallel 2020-08-18 11:40:09 +08:00
Yi Huaijie 0f7ead5f14 parameter slice init test all initializers 2020-08-18 10:34:15 +08:00
yao_yf cbb4363fa7 remove to_full_tensor and load_inputs in exexute stage 2020-08-14 11:40:27 +08:00
yangzhenzhang 14c77c9f03 update field split 2020-08-14 09:00:56 +08:00
mindspore-ci-bot 2db0290c49 !4356 Add validation for field split 
Merge pull request !4356 from yangzhenzhang/update-field-split
 2020-08-13 16:43:44 +08:00
yangzhenzhang 4a0e6ff7fc update field split 2020-08-13 10:35:04 +08:00
yao_yf e4de26d5bc embeddinglookup wrap 2020-08-12 14:24:13 +08:00
yangzhenzhang f4bb43bbaf add concat op 2020-08-07 15:47:17 +08:00
lichenever bfc96de1b9 add dropout distributed op 2020-08-05 14:07:24 +08:00
simson 3617121ccf revert modification of opt 2020-08-04 10:09:21 +08:00
Xiaoda Zhang d24a902afe add a new graph operation in autoparallel 2020-07-31 10:57:19 +08:00
mindspore-ci-bot ab4c43007f !3657 Add parallel operator for StridedSlice 
Merge pull request !3657 from yangzhenzhang/add-stridedslice-op
 2020-07-30 15:02:35 +08:00
Ziyan 98e2ee90de fix optimizer parallel problems 2020-07-29 20:55:31 +08:00
yangzhenzhang 9aa84b3d14 add strided slice op 2020-07-29 17:18:50 +08:00
mindspore-ci-bot 16079e6356 !3472 [Auto parallel] Cost model for GPU 
Merge pull request !3472 from Xiaoda/13-add-gpu-costmodel
 2020-07-28 09:27:26 +08:00
mindspore-ci-bot d4165671d9 !3435 Add parallel operator for Tile 
Merge pull request !3435 from yangzhenzhang/add-tile-op
 2020-07-28 09:16:30 +08:00
Xiaoda Zhang 9097b36950 add resnet50 testcases for gpu 2020-07-27 15:22:30 +08:00
lirongzhen1 51796aa624 fix sparse feature bug for auto parallel 2020-07-27 10:44:49 +08:00
yangzhenzhang 6a6e2bd271 add tile op 2020-07-25 11:42:06 +08:00
panyifeng 963bd67a60 add sparse api docs 2020-07-24 15:40:46 +08:00
panyifeng 8a89f003eb fix sparse related issues 2020-07-23 19:05:53 +08:00
mindspore-ci-bot 684ff4f46b !3160 Rewrite tensor's __bool__ for pynative mode 
Merge pull request !3160 from Simson/push-to-opensource
 2020-07-23 16:55:49 +08:00
simson 5f77fbdd75 Rewrite tensor's __bool__ for pynative mode 2020-07-23 16:51:46 +08:00
mindspore-ci-bot 7f1ccc5f3b !3311 add sparse feature test cases for auto parallel 
Merge pull request !3311 from lirongzhen1/master
 2020-07-23 11:35:49 +08:00
mindspore-ci-bot bc20de741a !3315 restore reshape ut 
Merge pull request !3315 from yao_yf/restore_auto_parallel_reshape_ut
 2020-07-22 16:23:29 +08:00
yao_yf 1d3a06a3b0 recover reshape ut 2020-07-22 14:30:12 +08:00
lirongzhen1 5d63c60135 add sparse feature test cases for auto parallel 2020-07-22 14:27:12 +08:00
wangnan39@huawei.com 082433183d uniform learning_rate behavior of optimizers 2020-07-20 21:09:20 +08:00
anzhengqi 008b91b2a1 inject epoch ctrl op in the execution tree and send eos at the end of epoch 2020-07-20 13:02:47 +08:00
liuxiao93 75881e5f2f check input of BatchNorm is 4D. 2020-07-18 14:53:11 +08:00
wangnan39@huawei.com 86889c59cb optimizer adapt IndexedSlices 2020-07-17 15:57:50 +08:00
yao_yf abebb2004b remove 4 reshape ut 2020-07-17 10:56:24 +08:00
mindspore-ci-bot edec821c50 !2876 set reshape operator no redistribution for auto parallel 
Merge pull request !2876 from lirongzhen1/master
 2020-07-17 10:01:06 +08:00
mindspore-ci-bot 74bbfa3cf6 !3095 modify the limit of loss scale 
Merge pull request !3095 from Simson/push-to-opensource
 2020-07-16 21:30:54 +08:00
lirongzhen1 c1eba79b83 set reshape redistribution strategy attribute to no redistribution 2020-07-16 21:20:46 +08:00
simson 177e18f3f4 modify the limit of loss scale 2020-07-16 16:44:02 +08:00
Ziyan 39f08eb7dd enable optimizer parallel 2020-07-16 11:47:41 +08:00
lichenever cde5cc2bd2 add_embedding_look_up 2020-07-13 22:00:55 +08:00
Xiaoda Zhang fc906f7f58 move embeddinglookup to external 2020-07-08 16:27:40 +08:00
Yi Huaijie cae254f4df asymmetric row split support for GatherV2 2020-07-07 14:36:07 +08:00
jinyaohui dd5fba1db9 add notice 2020-06-29 17:39:25 +08:00
Ziyan 0925e35252 enable optimizer parallel with broadcast 2020-06-27 14:36:17 +08:00
Ziyan 41ddc153a6 modify lars interface 2020-06-23 11:23:28 +08:00
Xiaoda Zhang 3ff6e336c6 check cast from optimizer in auto-parallel 2020-06-22 09:10:22 +08:00
mindspore-ci-bot c0fe8c0322 !2273 [AutoParallel]update EmbeddingLookUp op 
Merge pull request !2273 from lichen/fix_embeding_look_up
 2020-06-18 21:07:52 +08:00
lichenever 563622874a update 2020-06-18 19:45:40 +08:00
Xiaoda Zhang 69574f3823 fix the bprob error of embeddinglookup 2020-06-18 16:06:56 +08:00
Xiaoda Zhang 55e7d9d2b8 move embeddinglookup to the internal 2020-06-17 14:11:28 +08:00
Xiaoda Zhang 20d2012a0e implementing the backward of embeddinglookup 2020-06-13 16:57:56 +08:00
lichenever e0e055a0b8 add sparse gatherv2 2020-06-12 11:09:28 +08:00
mindspore-ci-bot 5b0472683c !1737 sparse feature backpropagation 
Merge pull request !1737 from lirongzhen1/sparse
 2020-06-12 09:51:41 +08:00
Yi Huaijie e5c351690b support load full dataset on each device 2020-06-11 19:48:06 +08:00
lirongzhen1 516b56cb64 sparse feature bp 2020-06-11 16:32:24 +08:00
Xiaoda Zhang 1cfb52bc0e add the reshape part of the embeddinglookup backward operator 2020-06-03 10:39:45 +08:00
lichenever 1437966c98 gatherv2_support_host_and_device 2020-06-01 21:06:35 +08:00
Xiaoda Zhang 55ef468a7f fix the embeddinglookup bug 2020-06-01 15:52:22 +08:00
Yi Huaijie d7e1ab1445 clean pylint warnings 2020-05-30 11:35:00 +08:00
jinyaohui 86d197dfeb clean pylint 2020-05-29 23:00:00 +08:00
mindspore-ci-bot 8316f736ea !1650 Support forward reduce scatter for Matmul 
Merge pull request !1650 from yangzhenzhang/forward-reduce-scatter
 2020-05-29 14:45:32 +08:00
mindspore-ci-bot 57874cd61f !1372 [Auto parallel] Add a new primitive EmbeddingLookup 
Merge pull request !1372 from Xiaoda/add-embedinglookup-primitive
 2020-05-29 11:06:25 +08:00
yangzhenzhang 19bd830539 support forward reduce scatter for matmul 2020-05-29 10:48:32 +08:00
mindspore-ci-bot f523a0f83c !1600 [AutoParallel]Fix GatherV2 bug 
Merge pull request !1600 from lichen/fix_auto_parallel_gatherv2_bug
 2020-05-29 10:27:14 +08:00
Xiaoda Zhang 4154adf196 add embedinglookup primitive 2020-05-29 10:15:09 +08:00
lichenever c223fde566 fix auto parallel gatherv2 bug 2020-05-28 20:34:35 +08:00
yangzhenzhang 1413f520d7 support reshape optimized 2020-05-28 16:05:36 +08:00
mindspore-ci-bot 0fe3ff2761 !1506 Setting auto parallel flag for dataset wrap cell 
Merge pull request !1506 from yangzhenzhang/set-auto-parallel-for-dataset-wrap
 2020-05-27 21:50:43 +08:00
yangzhenzhang 2f8516e5d7 set auto parallel for dataset warp cell 2020-05-27 15:27:22 +08:00
yao_yf 96c9569dca fix reshape reshape case 2020-05-27 14:25:40 +08:00
yangzhenzhang 7c237620ba add sigmoid op 2020-05-26 21:33:32 +08:00
Yi Huaijie ac484ebbc0 remove unused variable 2020-05-25 19:59:28 +08:00
Yi Huaijie 0b137e5312 delete unused arguments in test cases 2020-05-25 15:46:05 +08:00
Yi Huaijie 8cfc05e4cf clean pylint warnings of parallel test cases 2020-05-25 11:08:29 +08:00
mindspore-ci-bot e87e6b38b0 !1355 [AutoParallel]Fix GatherV2 distributed op 
Merge pull request !1355 from lichen/fix_gatherv2
 2020-05-23 17:04:41 +08:00
lichenever 390a86effb fix gatherv2 2020-05-23 15:38:50 +08:00
Yi Huaijie 1e6ee83874 delete parallel end-to-end test cases 2020-05-22 17:35:18 +08:00
Yi Huaijie 14fe72f383 fix pylint warnings 2020-05-22 14:54:36 +08:00
jinyaohui fbdba6e4da clean pylint 2020-05-22 13:23:13 +08:00
Yi Huaijie 7a5004cc49 init the slices of a Initialzer on different devices 2020-05-21 20:43:15 +08:00
mindspore-ci-bot 1b7cdc4c61 !1218 clean pylint warning in test about import 
Merge pull request !1218 from jinyaohui/pylint1
 2020-05-18 19:54:04 +08:00
jinyaohui 5a914994ba clean pylint 2020-05-18 16:42:35 +08:00
yangzhenzhang 6b54a6417d ckpt and restore parameter shape 2020-05-18 15:16:29 +08:00
jinyaohui bcfaff97f9 clean pylint 2020-05-18 10:31:46 +08:00
jinyaohui 2907cf4488 remove some context param 2020-05-16 15:07:13 +08:00
candanzg 2cc85bdc93 Support weight compile according to shape 
Signed-off-by: candanzg <zhangshucheng@huawei.com>
 2020-05-13 17:49:07 +08:00
mindspore-ci-bot 0345995000 !1110 [AutoParallel]fix gatherv2 and dataset bug 
Merge pull request !1110 from lichen/fix_gatherv2_and_dataset_bug
 2020-05-13 11:42:09 +08:00
lichenever debfd38b75 fix gatherv2 and dataset bug 2020-05-13 09:44:37 +08:00
jinyaohui 391a060f21 remove two context param 2020-05-12 22:11:50 +08:00
mindspore-ci-bot 48e54dcfda !1056 [Auto parallel] Memory calculation in the inference phase 
Merge pull request !1056 from Xiaoda/memory-estimation-in-inference-phase
 2020-05-12 17:21:05 +08:00
mindspore-ci-bot fdad91355f !1093 reset parallel context before running each parallel test case 
Merge pull request !1093 from yihuaijie/master
 2020-05-12 15:57:55 +08:00
Xiaoda Zhang a05aa21cc2 calculating PEAK memory cost in the inference phase 2020-05-12 15:30:59 +08:00
mindspore-ci-bot 06a9eeb3bf !1050 [bug][auto_mixed_precision]fix sens shape error of `TrainOneStepWithLossScaleCell` 
Merge pull request !1050 from vlne-v1/I1GEPN-check-bprop-error-loss-scale-wrap
 2020-05-12 15:23:46 +08:00
Yi Huaijie 462f30e077 reset auto parallel context before each test 2020-05-12 14:59:45 +08:00
Wei Luning 3e89f7baaa fix sens shape error in loss_scale one_step_wrap 2020-05-12 14:09:51 +08:00
mindspore-ci-bot 2af6ee2482 !1054 Add slice shape for param info 
Merge pull request !1054 from yangzhenzhang/add-slice-shape-for-param-info
 2020-05-11 21:29:40 +08:00
mindspore-ci-bot 57085bb18d !996 [Auto parallel] Supporting VirtualDataset having three inputs 
Merge pull request !996 from Xiaoda/supporting-virtualdataset-has-three-inputs
 2020-05-11 18:59:09 +08:00
yangzhenzhang 05fde3d23d add slice shape for param info 2020-05-11 16:01:55 +08:00
yao_yf 716def7c0a move InferStraByTensorInfo to tensor_info.h 2020-05-11 14:44:06 +08:00
mindspore-ci-bot dd2062bf8d !1023 add_gatherv2_distributed_op 
Merge pull request !1023 from lichen/add_gatherv2_distributed_op
 2020-05-11 09:18:10 +08:00
lichenever 19a24b86ac add gatherv2 distributed op 2020-05-09 17:20:50 +08:00
yao_yf f0bf438a55 reshape strategy search 2020-05-09 17:00:37 +08:00
Xiaoda Zhang 5e041966f1 add a new vritualdataset cell for three inputs 2020-05-09 11:10:33 +08:00
yangzhenzhang 8c9730b3c5 add parallel mode for cell 2020-05-07 20:11:20 +08:00
Xiaoda Zhang def8573275 implementing-searching-strategy-for-inference 2020-05-07 14:53:50 +08:00
yao_yf 5a6540450e use param name as the key of strategy checkpoint 2020-04-30 11:01:32 +08:00
mindspore-ci-bot 21d936e656 !728 auto parallel strategy checkpoint full 
Merge pull request !728 from yao_yf/strategy_checkpoint_extend
 2020-04-28 19:51:15 +08:00
yao_yf 6cde5f6d91 auto parallel strategy checkpoint 2020-04-28 15:48:41 +08:00
zjun c538b83712 remove enbale hccl 2020-04-28 10:37:08 +08:00
mindspore-ci-bot afbd24cb78 !718 Fix dtype judge sentence in infer_dtype function of hcom operations 
Merge pull request !718 from zhouyuanshen/master
 2020-04-27 21:23:25 +08:00
zhouyuanshen c046874b03 fix bug in infer_dtype function of hcom operations 2020-04-27 18:49:21 +08:00
Xiaoda Zhang e227415673 support-the-multiple-subgraphs-in-the-ANF 2020-04-27 09:34:41 +08:00
yangzhenzhang 4750861054 fix layernorm bug 2020-04-26 16:39:32 +08:00
yangzhenzhang 36a62576e8 support forward graph 2020-04-26 14:44:23 +08:00
Xiaoda Zhang 3ff9e54734 add the resnet50 32k-8p testcase 2020-04-26 09:07:37 +08:00
lirongzhen1 56f785f7e6 add context configration 2020-04-24 19:35:14 +08:00
mindspore-ci-bot ce71c17933 !645 auto parallel prelu operator support broadcast 
Merge pull request !645 from yao_yf/auto_parallel_prelu_support_broadcast
 2020-04-24 17:32:37 +08:00
mindspore-ci-bot 84d5e4f923 !643 [AutoParallel]Support reshape parameter 
Merge pull request !643 from lichen/support_reshape_parameter
 2020-04-24 16:43:29 +08:00
mindspore-ci-bot 00859ae119 !586 enable/disable allreduce_fusion 
Merge pull request !586 from lirongzhen1/allreduce_fusion
 2020-04-24 16:02:53 +08:00
lichenever 2ab211ae04 support reshape parameter 2020-04-24 15:59:09 +08:00
yao_yf 425276d43d auto parallel prelu support prelu 2020-04-24 14:10:57 +08:00
Xiaoda Zhang dfde76af88 delete the 'simplify_cal' attribute in 'set_algo_parameters' and 'get_algo_parameters' interface 2020-04-24 10:46:38 +08:00
lirongzhen 4ff418084c enable/disable allreduce_fusion 2020-04-24 10:34:59 +08:00
lichenever c78630d737 support multiple subgraphs 2020-04-22 17:40:56 +08:00
Ziyan 0d208e00bd Model ALLTOALL as a single operator in cost model; scale the ALLTOALL, 
ALLGATHER, and REDUCESCATTER with different factors; change the BETA and
GAMMA value in cost model.
 2020-04-20 09:11:03 +08:00
yangzhenzhang 36ffb66782 add parallel op for square 2020-04-17 10:42:52 +08:00
yangzhenzhang 57cd9f8188 add parallel op for sigmoidloss 2020-04-16 14:33:24 +08:00
yangzhenzhang 6d522f0a4f add parallel op for layernorm 2020-04-15 19:30:07 +08:00
Xiaoda Zhang ffb2cb03a4 Change 'NOT_FULLY_USE_DEVICES' to 'FULLY_USE_DEVICES' and make ALL-1 user-specified-strategy valid in auto-parallel 2020-04-15 10:14:46 +08:00
lichenever b81cc6ea4f add minimum distributed op 2020-04-13 17:26:31 +08:00
mindspore-ci-bot 7bc2cee318 !167 add_squeeze_distributed_op 
Merge pull request !167 from lichen/add_squeeze_distributed_op
 2020-04-13 10:03:25 +08:00
c00425699 c8cdb6b331 support distributed GatherV2 operator 2020-04-12 16:00:47 +08:00
buxue 5841fe010e Support pow's second input could be tensor and fix bug in bprop of pow 2020-04-11 16:16:58 +08:00
lichenever 32cd280c1a add squeeze distributed op 2020-04-11 16:03:08 +08:00
yangzhenzhang b34c0e7a17 add parallel op for dropoutdomask 2020-04-11 12:11:22 +08:00
yao_yf b5e3fa9593 fix auto parallel prelu 2020-04-08 20:45:08 +08:00
yangzhenzhang dd0d4e6b84 add parallel ops for expand dims 2020-04-03 15:17:07 +08:00
mindspore-ci-bot a5a904fbdf !91 fix bug for allreduce fusion and add resnet unit test 
Merge pull request !91 from chentingting/allreduce_fusion_resnet
 2020-04-02 21:35:35 +08:00
mindspore-ci-bot 55916351ee !52 remove ge depend 
Merge pull request !52 from flywind/remove-ge-depend
 2020-04-02 20:59:06 +08:00
Wei Luning 73ba399364 remove ge depend in cpu 2020-04-02 19:38:42 +08:00
c00425699 ab917a734d fix bug for allreduce fusion and add resnet unit test 2020-04-02 18:55:04 +08:00
lichenever 5240b1f603 fix refkey bug for auto parallel 2020-04-02 16:14:29 +08:00
mindspore-ci-bot a47046652a !76 [Auto parallel] Refining the strategy_checking for resnset50 
Merge pull request !76 from Xiaoda/modify-resnet50-strategy-checking
 2020-04-01 16:36:13 +08:00
mindspore-ci-bot 22a9c00bcd !57 Add parallel operators for Neg and BatchMatMul 
Merge pull request !57 from yangzhenzhang/master
 2020-04-01 15:23:46 +08:00
Xiaoda Zhang fb6eed23ae refining strategy-checking for resnet50 2020-04-01 14:58:58 +08:00
mindspore-ci-bot 87040483ee !58 fix two cast bug in auto parallel 
Merge pull request !58 from lichen/fix_two_cast_bug_in_auto_parallel
 2020-04-01 09:54:10 +08:00
yangzhenzhang 110640e2ad add parallel ops for neg and batchmatmul 2020-04-01 09:36:38 +08:00
mindspore-ci-bot e2df848597 !55 modify long time python ut 
Merge pull request !55 from changzherui/master
 2020-03-31 21:01:40 +08:00
lichenever 2da38ad401 fix two cast bug in auto parallel 2020-03-31 18:54:21 +08:00
chang zherui eaf7146d46 modify longtime python ut 2020-03-31 16:18:04 +08:00
lichenever f946aea10d fix grpah mode loop sink bug in auto parallel 2020-03-31 16:16:53 +08:00
leonwanghui 976af212e9 回退 'Pull Request !17 : [AutoParallel]Fix bug in the case of two cast' 2020-03-31 10:27:40 +08:00
lichenever b4d34973bc fix_cast_bug 2020-03-30 21:13:45 +08:00