81f7530ee7
[autoparallel] adapt solver and CostGraph with new handler ( #1695 )
...
* [autoparallel] adapt solver and CostGraph with new handler
* fix test issue
2022-10-13 14:04:15 +08:00
42b882ef06
[autoparallel] add output handler and placeholder handler ( #1694 )
...
* [autoparallel] add output handler and placeholder handler
* Delete test_solver_with_resnet.py
* fix test bugs
2022-10-13 13:42:36 +08:00
56088e6d98
[autoparallel] add pooling handler ( #1690 )
...
* [autoparallel] add pooling handler
* polish code
2022-10-13 13:42:13 +08:00
319d654f79
[autoparallel] where_handler_v2 ( #1688 )
...
* where generator
* [autoparallel] where_handler_v2
2022-10-13 11:02:22 +08:00
31d2f03d27
[autoparallel] fix C version rotor inconsistency ( #1691 )
2022-10-12 15:21:58 +08:00
363fc2861a
[embeddings] more detailed timer ( #1692 )
2022-10-12 12:01:21 +08:00
4973157ad7
[autoparallel] added sharding spec conversion for linear handler ( #1687 )
2022-10-12 11:16:18 +08:00
af718e83f2
[autoparallel] add reshape handler v2 and fix some previous bug ( #1683 )
2022-10-11 18:12:59 +08:00
6878e42248
[hotfix] solver bug caused by dict type comm cost ( #1686 )
2022-10-11 17:57:03 +08:00
3dd6994427
[fx/profiler] assigned UUID to each unrecorded tensor/ improved performance on GPT-2 ( #1679 )
...
* [fx/profiler] modify data_ptr into uuid for all tensors.
* [fx] modify uuid.
* [fx/profiler] tune performance on GPT-2.
* [fx] updates.
* [fx] debug.
* [fx] debug.
* [fx] cuda.
2022-10-11 11:03:35 +08:00
0df5034a36
[pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework ( #1684 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
* [pipeline/fix-bug] num_microbatches support any integrate | stable chimera | launch tool for rpc pp framework
2022-10-10 16:01:02 +08:00
e5ab6be72e
[hotfix[ fix colotensor.type() raise NotImplementedError ( #1682 )
2022-10-10 10:13:31 +08:00
3b2a59b0ba
[pipeline/rank_recorder] fix bug when process data before backward | add a tool for multiple ranks debug ( #1681 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
2022-10-09 17:32:57 +08:00
517b63939a
[autoparallel] add unary element wise handler v2 ( #1674 )
2022-10-09 17:30:42 +08:00
f6c6a932b8
[autoparallel] add following node generator ( #1673 )
...
* [autoparallel] add following node generator
* polish code
* polish code
* update name of arguments
2022-10-09 14:49:18 +08:00
52fda88796
[autoparallel] add layer norm handler v2 ( #1671 )
...
* [autoparallel] add layer norm handler v2
* polish code
* polish code
2022-10-09 14:23:22 +08:00
87c5ad352a
update version to 0.1.10 ( #1676 )
2022-10-09 10:43:29 +08:00
b28991dd0a
[feature] A new ZeRO implementation ( #1644 )
2022-10-09 09:18:51 +08:00
b1be5b88bd
[autoparallel] fix insecure subprocess ( #1680 )
...
* [autoparallel] fix insecure subprocess
* [fx] fix insecure subprocess
2022-10-06 15:07:03 +08:00
d8420f81a4
[hotfix] fix wrong type name in profiler ( #1678 )
2022-10-05 21:59:05 +08:00
132b4306b7
[fx] Add concrete info prop ( #1677 )
...
* [fx] concreteinfoprop
* [fx] add concreteinfoprop
* [fx] modify docstring of ConcreteInfoProp
* [fx] fix device error
* [fx] modify parameter calculation
* [fx] modify parameters calculation
2022-10-04 16:48:24 +08:00
1df98d5b66
[autoparallel] add rotor C version ( #1658 )
...
* [autoparallel] add rotor c version
* [fx] remove metainfoprop in rotor solver
* [autoparallel] modify C
code format
* [autoparallel] remove build.py
* [autoparallel] fix C extension build
* [autoparallel] add C solver consistency test
* [autoparallel] remove some unused imports
* [autoparallel] refactor rotor solver code
* [autoparallel] replace print with colossalai logger
* [autoparallel] ranks fixed
2022-10-03 17:13:30 +08:00
11ec070e53
[hotfix]unit test ( #1670 )
2022-09-29 12:49:28 +08:00
a60024e77a
[autoparallel] added utils for broadcast operation ( #1665 )
...
* [autoparallel] added utils for broadcast operation
* polish code
2022-09-29 11:22:29 +08:00
3f068d1409
[autoparallel] update CommSpec ( #1667 )
2022-09-29 11:20:59 +08:00
247a9dbca9
[autoparallel] added bias comm spec to matmul strategy ( #1664 )
2022-09-29 11:08:05 +08:00
746f8f979d
[autoparallel] add batch norm handler v2 ( #1666 )
2022-09-29 11:02:49 +08:00
9708638ded
[pipeline/pytree] add pytree to process args and kwargs | provide `data_process_func` to process args and kwargs after forward ( #1642 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
* [pipeline/pytree] add pytree to process args and kwargs | provide to process args and kwargs after forward
2022-09-29 10:58:58 +08:00
c27e701cb2
[autoparallel] remove no strategy nodes ( #1652 )
...
* [autoparallel] remove no strategy nodes
* fix none object iteration issue
2022-09-29 10:43:25 +08:00
50f16a2850
[autoparallel] added compute resharding costs for node handler ( #1662 )
2022-09-28 19:55:44 +08:00
9ec401a722
[autoparallel] added new strategy constructor template ( #1661 )
...
* [autoparallel] added new strategy constructor template
* polish code
2022-09-28 14:01:36 +08:00
3a4d6f63a8
[autoparallel] added node handler for bmm ( #1655 )
2022-09-28 11:32:16 +08:00
095854477f
[autoparallel] add conv handler v2 ( #1663 )
2022-09-28 11:24:59 +08:00
1e7816a460
[autoparallel] adapt solver with gpt ( #1653 )
2022-09-28 11:17:26 +08:00
c638bec028
[embedding] polish async copy ( #1657 )
2022-09-27 14:37:03 +08:00
988570e4a6
[embedding] add more detail profiling ( #1656 )
2022-09-27 13:43:59 +08:00
e1f97fd2b8
[embedding] print profiling results ( #1654 )
2022-09-27 12:50:33 +08:00
30e50c8b4a
[autoparallel] implemented all matmul strategy generator ( #1650 )
2022-09-27 12:06:25 +08:00
03978aad45
[autoparallel] change the following nodes strategies generation logic ( #1636 )
...
* [autoparallel] change the following nodes strategies generation logic
* fix unit test
2022-09-27 11:20:52 +08:00
59f100510a
[autoparallel] where handler ( #1651 )
...
* [autoparallel] where handler
* fix unit test
2022-09-27 11:20:43 +08:00
6135e178b3
[fx] refactor code for profiler / enable fake tensor movement. ( #1646 )
...
* [fx/profiling] provide summary for MetaInfoProp.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx/profiler] provide a table of summary.
* [fx] optimize table repr.
* [fx] optimize table repr.
* [fx] refactor code for profiler.
* [fx] add docstring.
* [fx] add docstring.
* [fx] skip test.
* [fx] redo.
* [fx] redo.
* [fx] fix import error for torch11.
* [fx] fix import error for torch11.
2022-09-27 10:26:52 +08:00
5d0fdb9cb4
[fx] fix offload codegen test ( #1648 )
...
* [fx] fix offload codegen test
* [fx] modify typing
2022-09-27 10:25:27 +08:00
45b39a692a
[autoparallel] implemented linear projection strategy generator ( #1639 )
2022-09-26 16:58:14 +08:00
154d3ef432
[fix] fixed the collective pattern name for consistency ( #1649 )
...
* [fix] fixed the collective pattern name for consistency
* polish code
2022-09-26 16:39:37 +08:00
b2b2a4af98
[autoparallel] adapt solver with mlp ( #1638 )
2022-09-26 15:26:14 +08:00
04443605a5
[embedding] non-blocking cpu-gpu copy ( #1647 )
2022-09-26 14:57:57 +08:00
0767f67a0f
[embedding] isolate cache_op from forward ( #1645 )
...
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2022-09-26 11:18:59 +08:00
c5d39215f6
Revert "[feature] new zero implementation ( #1623 )" ( #1643 )
...
This reverts commit 5be118f405
2022-09-26 10:06:03 +08:00
5be118f405
[feature] new zero implementation ( #1623 )
2022-09-24 19:58:18 +08:00
f921733621
[autoparallel] Add pofo sequence annotation ( #1637 )
...
* [autoparallel] annotate pofo sequence
* [autoparallel] remove unused print
* [autoparallel] fix some code
2022-09-24 01:52:57 +08:00
04bbabeea8
[fx/profiler] provide a table of summary. ( #1634 )
...
* [fx/profiling] provide summary for MetaInfoProp.
* [fx/profiler] provide a table of summary.
* [fx] optimize table repr.
2022-09-23 18:12:43 +08:00
95c35f73bd
[moe] initialize MoE groups by ProcessGroup ( #1640 )
2022-09-23 17:20:41 +08:00
e57df80325
[embeddings] cache option ( #1635 )
2022-09-23 16:40:18 +08:00
a088022efc
[moe] fix moe bugs ( #1633 )
2022-09-23 15:33:57 +08:00
702dbc5288
[tensor] use communication autograd func ( #1617 )
...
* [tensor] use communication autograd func
* change all to all comm spec info
* rename pattern and distinguish fwd/bwd
* polish code
2022-09-23 13:31:15 +08:00
c7ac0f4ab2
[autoparallel] add elementwise handler ( #1622 )
...
* [autoparallel] add elementwise handler
* polish code
* polish code
* reduce skipped strategies range
* polish code
2022-09-23 13:27:31 +08:00
3a46215135
[autoparallel] add embedding handler ( #1620 )
2022-09-23 12:34:30 +08:00
69448f64c4
[autoparallel] protect bcast handler from invalid strategies ( #1631 )
2022-09-23 12:12:49 +08:00
0c703189b9
[autoparallel] add layernorm handler ( #1629 )
2022-09-23 12:00:25 +08:00
bf77d3ab65
[autoparallel] recover the merged node strategy index ( #1613 )
2022-09-23 11:52:42 +08:00
d6b01feb66
[fx] Modify offload codegen ( #1618 )
...
* [fx] modify offload codegen
* [fx] remove repeated hook definitions
* [fx] modify offload test
2022-09-23 11:04:52 +08:00
d967779a32
[fx/profiler] tuned the calculation of memory estimation ( #1619 )
...
* [fx] tuned the meta info and rotor solver.
* [fx] remove import.
* [fx] remove import.
* [fx] remove import.
* [fx] tune the meta calculations.
* [fx] polish comments.
* [fx] remove assertions.
* [fx] modify test cases.
* [fx] modify test cases.
* [fx] optimize import.
* [fx
2022-09-23 10:59:47 +08:00
f7f2248771
[moe] fix MoE bugs ( #1628 )
...
* remove forced FP32 modules
* correct no_shard-contexts' positions
2022-09-22 13:56:30 +08:00
38c68b5b9a
[embedding] rollback for better FAW performance ( #1625 )
2022-09-22 11:16:25 +08:00
d925122020
[autoparallel] added new linear module handler ( #1616 )
2022-09-21 12:23:21 +08:00
170fa81095
[pipeline/chimera] test chimera | fix bug of initializing ( #1615 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
* [pipeline/chimera] test chimera | fix bug of initializing
2022-09-20 18:00:39 +08:00
504ff1d101
[embeddings] use cache_ratio instead of cuda_row_num ( #1611 )
2022-09-20 14:33:04 +08:00
6a8f8cc05e
[hotfix] got sliced types ( #1614 )
2022-09-20 14:32:42 +08:00
d397842fa8
[autoparallel] added new node handler ( #1612 )
2022-09-20 14:17:21 +08:00
7d1bb71d5d
[fx] PoC of runtime shape consistency application ( #1607 )
...
* [fx] PoC of runtime shape consistency application
* polish code
2022-09-20 14:00:04 +08:00
47b11c432c
[autoparallel]add bcast matmul strategies ( #1605 )
2022-09-20 11:26:21 +08:00
edb67cb378
[autoparallel] refactored the data structure for sharding strategy ( #1610 )
2022-09-20 11:20:54 +08:00
933b6c6367
[fx] Add pofo solver ( #1608 )
...
* [fx] add pofo algorithm
* [fx] Add pofo solver
* [fx] code refactor
* [fx] fix test_linearize import
2022-09-20 11:20:48 +08:00
edc9e419ad
[pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera ( #1595 )
...
* [pipeline/tuning] improve dispatch performance both time and space cost
* [pipeline/converge] add interface for testing convergence
* [NFC] polish colossalai/utils/multi_tensor_apply/multi_tensor_apply.py code style
* Update PipelineBase.py
* [pipeline/chimera] reconstruct PipelineBase and Worker to support more feasible custom schedule | finish Chimera
2022-09-19 11:44:18 +08:00
c9e8ce67b8
fix move fp32 shards ( #1604 )
2022-09-16 17:33:16 +08:00
eac1b79371
[autoparallel] add bcast op handler ( #1600 )
...
* [autoparallel] add bcast op handler
* polish code
* add more BCAST FUNC OP
* polish code
* add exception handler
* polish
2022-09-16 11:33:01 +08:00
3abf98a633
[autoparallel] added all non-bcast matmul strategies ( #1603 )
2022-09-16 10:47:32 +08:00
db98b695b2
[autoparallel] added strategy generator and bmm strategies ( #1602 )
2022-09-15 16:57:07 +08:00
a19eb80998
[embedding] updates some default parameters
2022-09-15 15:45:17 +08:00
cd5cf2bcc9
[fx/tuning] tune performance on rotor with meta info. ( #1599 )
2022-09-15 14:46:36 +08:00
a7cda6f57d
[fx] Add offload codegen ( #1598 )
...
* [fx] add input activation offload to codegen
* [fx] modify unit test
* [fx] remove two skips in torch11
* [fx] use all_input_nodes instead of _input_nodes
2022-09-14 15:49:06 +08:00
c8e9b2ad78
[hotfix/rotor] fix variable names ( #1597 )
...
* [fx] add some comment and docstrings.
* [fx] add dataflow analysis for an autograd graph.
* add intepretation for graph analysis.
* [fx] before doing save_tensor_hooks.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] a very accurate version on GPT-2.
* [fx] refactor code.
* [fx] remove redundant inplace=True.
* [fx] refactor code.
* [fx] refactor code.
* [fx] refactor code.
* [fx] dive into backward memory.
* [fx] fix variable names in ckpt_solvers and unskip tests.
* [fx] commit my changes.
* [fx] restore skips.
* [fx] restore skips.
* [fx] chaange stage into phase.
* [fx] chaange stage into phase.
* [fx] chaange stage into phase.
2022-09-14 14:27:04 +08:00
faa23b9d9a
[autoparallel] add reshape handler ( #1594 )
...
* [autoparallel] add reshape handler
* polish code
2022-09-14 10:25:45 +08:00
5c494d4540
[fx] provide an accurate estimation of memory. ( #1587 )
...
* [fx] add some comment and docstrings.
* [fx] add dataflow analysis for an autograd graph.
* add intepretation for graph analysis.
* [fx] before doing save_tensor_hooks.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] provide an accurate estimation of memory except for GPT-2.
* [fx] a very accurate version on GPT-2.
* [fx] refactor code.
* [fx] remove redundant inplace=True.
* [fx] refactor code.
* [fx] refactor code.
* [fx] refactor code.
* [fx] dive into backward memory.
2022-09-14 09:36:43 +08:00
27fe8af60c
[autoparallel] refactored shape consistency to remove redundancy ( #1591 )
...
* [autoparallel] refactored shape consistency to remove redundancy
* polish code
* polish code
* polish code
2022-09-13 18:30:18 +08:00
d164449d00
[autoparallel] add resnet autoparallel unit test and add backward weight communication cost ( #1589 )
2022-09-13 18:05:05 +08:00
7c18a588c8
[autoparallel] added generate_sharding_spec to utils ( #1590 )
2022-09-13 15:43:22 +08:00
49ccf8b5f8
[fx] Improve linearize and rotor solver ( #1586 )
...
* [fx] add nested activation_checkpoint codegen
* undo algorithms commits
* solver
* undo some commits
* [fx] torch11 add nested activation checkpoint codegen
* remove some imports
* [fx] add some comments in activation codegen
* [fx] codegen instance error fix
* [fx] imporve linearize and rotor solver
* [fx] some comments and format modification
2022-09-13 14:50:04 +08:00
219f66c571
[autoparallel] added solver option dataclass ( #1588 )
2022-09-13 14:47:09 +08:00
82d4376c23
[autoparallel] adapt solver with resnet ( #1583 )
...
* [autoparallel]adapt solver with resnet
* polish code
* polish code
2022-09-13 12:07:09 +08:00
f3403ff98e
[embeddings] add already_split_along_rank flag for tablewise mode ( #1584 )
2022-09-13 10:50:34 +08:00
f3687e4ee2
[fx] Add nested checkpoint in activation checkpoint codegen ( #1585 )
...
* [fx] add nested activation_checkpoint codegen
* undo algorithms commits
* solver
* undo some commits
* [fx] torch11 add nested activation checkpoint codegen
* remove some imports
* [fx] add some comments in activation codegen
* [fx] codegen instance error fix
2022-09-12 20:00:48 +08:00
20e466527b
[NFC] polish ./colossalai/trainer/hooks/_lr_scheduler_hook.py code style ( #1576 )
2022-09-08 22:11:04 +08:00
06dccdde44
[NFC] polish colossalai/zero/sharded_model/reduce_scatter.py code style ( #1554 )
2022-09-08 22:11:04 +08:00
2ac46f7be4
[NFC] polish utils/tensor_detector/__init__.py code style ( #1573 )
...
Co-authored-by: ric <mkkt_bkkt@mail.ustc.edu.cn>
2022-09-08 22:11:04 +08:00
2144cbae8c
[NFC] polish colossalai/nn/lr_scheduler/multistep.py code style ( #1572 )
2022-09-08 22:11:04 +08:00
e4bf7ae667
[NFC] polish colossalai/nn/lr_scheduler/torch.py code style ( #1571 )
...
Co-authored-by: Research <research@soccf-snr3-017.comp.nus.edu.sg>
2022-09-08 22:11:04 +08:00
3263cdf57f
[NFC] polish colossalai/nn/parallel/data_parallel.py code style ( #1570 )
...
Co-authored-by: JThh <jiatong.han@u.nus.edu>
2022-09-08 22:11:04 +08:00
f566c9b98d
[NFC] polish colossalai/pipeline/utils.py code style ( #1562 )
2022-09-08 22:11:04 +08:00
e070ca45c6
[NFC] polish colossalai/fx/tracer/meta_patch/patched_module/convolution.py code style ( #1563 )
2022-09-08 22:11:04 +08:00
YuliangLiu0306