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Recurrent Support #45

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4 tasks done
tqchen opened this issue Feb 15, 2017 · 0 comments
Closed
4 tasks done

Recurrent Support #45

tqchen opened this issue Feb 15, 2017 · 0 comments
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status: RFC type: language
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v0.1

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@tqchen
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tqchen commented Feb 15, 2017 •
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  • Scan
  • Fix point detection, to enable slice over scan's result
  • Persistent kernel
  • Spinlock for cross block sync

https://github.com/tqchen/tvm/pull/43
@tqchen tqchen modified the milestone: v0.1 Feb 15, 2017
@tqchen tqchen closed this as completed Apr 14, 2017
tqchen pushed a commit to tqchen/tvm that referenced this issue May 26, 2018
@piiswrong @tqchen
Fix inplace. Only permit shared when shape and dtype is the same (apa…
8470f87 
…che#45)
tqchen added a commit to tqchen/tvm that referenced this issue May 26, 2018
@tqchen
[DOCS] Add intro tutorial (apache#45)
499afad
tqchen pushed a commit that referenced this issue May 29, 2018
@piiswrong @tqchen
Fix inplace. Only permit shared when shape and dtype is the same (#45)
3b82e71
tqchen added a commit that referenced this issue May 29, 2018
@tqchen
[DOCS] Add intro tutorial (#45)
0d2b882
tqchen pushed a commit to tqchen/tvm that referenced this issue Jul 6, 2018
@piiswrong @tqchen
Fix inplace. Only permit shared when shape and dtype is the same (apa…
d0cc035 
…che#45)
tqchen added a commit to tqchen/tvm that referenced this issue Jul 6, 2018
@tqchen
[DOCS] Add intro tutorial (apache#45)
dddd8d1
sergei-mironov pushed a commit to sergei-mironov/tvm that referenced this issue Aug 8, 2018
@piiswrong @sergei-mironov
Fix inplace. Only permit shared when shape and dtype is the same (apa…
bebf4bc 
…che#45)
sergei-mironov pushed a commit to sergei-mironov/tvm that referenced this issue Aug 8, 2018
@tqchen @sergei-mironov
[DOCS] Add intro tutorial (apache#45)
aa7b806
wjj19950828 pushed a commit to wjj19950828/tvm that referenced this issue Sep 23, 2021
@jiangjiajun
Merge pull request apache#45 from wjj19950828/paddle_frontend
9ea0e53 
Add Simplernn op
@JasonTryharder JasonTryharder mentioned this issue Dec 17, 2021
Closed
MasterJH5574 pushed a commit to MasterJH5574/tvm that referenced this issue Feb 26, 2022
@YuchenJin
Visit shape in Visitor/Mutator (apache#45)
a061c1b
MasterJH5574 pushed a commit to MasterJH5574/tvm that referenced this issue Mar 3, 2022
@YuchenJin
Visit shape in Visitor/Mutator (apache#45)
a280380
MasterJH5574 pushed a commit to MasterJH5574/tvm that referenced this issue Mar 7, 2022
@yzh119 @MasterJH5574
Format and Buffer data structure (apache#1)
7540891 
[SparseTIR] Constructors and Python Interface for `Axis` and `SparseBuffer` (apache#2)

* add methods for Object

* axis constructors

* methods for SparseBuffer

* put into registry

* python interface

[CherryPick][Intrinsic] lower_bound and upper_bound for binary search in Sparse TIR. (apache#483) (apache#4)

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* codegen-rule

* upd

* upd

* test

* upd

* fix

* two arguments

Co-authored-by: Zihao Ye <expye@outlook.com>

Fix AxisTree (apache#3)

* fix axis tree

* upd

[SparseTIR] Add SparseBufferLoad/SparseBufferStore (apache#5)

* Add dtype for SparseBuffer

* Add name for SparseBuffer. Remove `ndim`

* Remove namespace sparse

* Add SparseBufferLoad/Store

* Add method `ndim()`

[SparseTIR] Introduce SpIterVar (apache#6)

* [SparseTIR] Introduce SpIterVar

* Add conversion to PrimExpr

[BugFix] Fix binary search & SpIterVar (apache#7)

[BugFix] Add field `is_reduction` for SpIterVar (apache#9)

* [BugFix] Add field `is_reduction` for SpIterVar

* Formatting

[SparseTIR] Index Lowering (apache#8)

* Add StmtFunctor/ExprFunctor for SparseBufferStore/Load

* Add basic index lowering

* Finish index lowering (maybe)

* Address comments

* Convert CRLF to LF

Frontend update, demo scripts. (apache#10)

* Format and Buffer data structure (apache#1)

* [SparseTIR] Constructors and Python Interface for `Axis` and `SparseBuffer` (apache#2)

* add methods for Object

* axis constructors

* methods for SparseBuffer

* put into registry

* python interface

* [CherryPick][Intrinsic] lower_bound and upper_bound for binary search in Sparse TIR. (apache#483) (apache#4)

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* codegen-rule

* upd

* upd

* test

* upd

* fix

* two arguments

Co-authored-by: Zihao Ye <expye@outlook.com>

* Fix AxisTree (apache#3)

* fix axis tree

* upd

* Format and Buffer data structure (apache#1)

* [SparseTIR] Constructors and Python Interface for `Axis` and `SparseBuffer` (apache#2)

* add methods for Object

* axis constructors

* methods for SparseBuffer

* put into registry

* python interface

* fix axis tree

* upd

* Format and Buffer data structure (apache#1)

* [SparseTIR] Constructors and Python Interface for `Axis` and `SparseBuffer` (apache#2)

* add methods for Object

* axis constructors

* methods for SparseBuffer

* put into registry

* python interface

* [CherryPick][Intrinsic] lower_bound and upper_bound for binary search in Sparse TIR. (apache#483) (apache#4)

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* codegen-rule

* upd

* upd

* test

* upd

* fix

* two arguments

Co-authored-by: Zihao Ye <expye@outlook.com>

* Fix AxisTree (apache#3)

* fix axis tree

* upd

* [SparseTIR] Add SparseBufferLoad/SparseBufferStore (apache#5)

* Add dtype for SparseBuffer

* Add name for SparseBuffer. Remove `ndim`

* Remove namespace sparse

* Add SparseBufferLoad/Store

* Add method `ndim()`

* Format and Buffer data structure (apache#1)

* [SparseTIR] Constructors and Python Interface for `Axis` and `SparseBuffer` (apache#2)

* add methods for Object

* axis constructors

* methods for SparseBuffer

* put into registry

* python interface

* [CherryPick][Intrinsic] lower_bound and upper_bound for binary search in Sparse TIR. (apache#483) (apache#4)

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* fix

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* codegen-rule

* upd

* upd

* test

* upd

* fix

* two arguments

Co-authored-by: Zihao Ye <expye@outlook.com>

* Fix AxisTree (apache#3)

* fix axis tree

* upd

* [SparseTIR] Add SparseBufferLoad/SparseBufferStore (apache#5)

* Add dtype for SparseBuffer

* Add name for SparseBuffer. Remove `ndim`

* Remove namespace sparse

* Add SparseBufferLoad/Store

* Add method `ndim()`

* [SparseTIR] Introduce SpIterVar (apache#6)

* [SparseTIR] Introduce SpIterVar

* Add conversion to PrimExpr

* [BugFix] Fix binary search & SpIterVar (apache#7)

* [BugFix] Add field `is_reduction` for SpIterVar (apache#9)

* [BugFix] Add field `is_reduction` for SpIterVar

* Formatting

* upd

* upd

Co-authored-by: Ruihang Lai <lairuihangdongdong@qq.com>

[SparseTIR] SparseBlock on C++/Python side (apache#11)

* Fix a bug in the last commit

* SparseBlock on C++ & Python side

[BugFix][SparseTIR] TVMScript Parser for Axis & SpIterVar (apache#12)

* Update `cord` and `pos`

* Fix `idtype`

* Formatting..

* Bug fix 1

* Move new special stmts

* Parser for Axis and SpIterVar

* Fix context_maintainer.py

[SparseTIR] Enhance SparseBlock to contain enough PrimFunc information (apache#13)

* Enhance SparseBlock to have enough PrimFunc info

* Remove `func_sparse_buffer_map_`

* Don't print the map uh-huh

[SparseTIR] Parser, Printer, Roundtrip (apache#14)

* SparseBlock scope handler (part 1)

* SparseBlock scope handler (part 2)

* SparseBlock scope handler (part 3)

* SparseBlock scope handler (fix 1)

* Add SparseBufferLoad/Store on Python side

* Parser for SparseBufferLoad/Store

* Add SparseBlock to Python __init__

* StmtFunctor for SparseBlock

* Ensure at least one dimension for SparseBuffer

* Make `axis` field of SpIterVar mandatory

* SparseBlock scope handler (fix 2)

* Update Axis syntax by removing `name` parameter

* Move to intrin.py

* Add filed `from_sparse` to DenseFixedAxis

* SparseTIR script printer

* Roundtrip test

* `update_symbol` bug fix

* Fix attr visit in SparseBuffer

* Define then compare in SparseBlock

* Fix printer bug for SparseBuffer

* Enable graph match for Axis and SparseBuffer

* Complete HashReduce and EqualReduce for AxisTree and SparseBuffer

* Fix typo

* Rename test

* Bug fix 1

* Bug fix 2

* Add more tests

Move tests (apache#15)

[SparseTIR] ReprPrinter for Axis and SpIterVar (apache#16)

upd (apache#17)

flatten (apache#18)

ELL and BSR correctness test scripts (apache#19)

[SparseTIR] SparseTIR Lowering (apache#20)

* Fix a previous bug of sparse-fixed SpIterVar creation

* Fix a previous bug in `GetDenseValue`

* Refactor Collector and IndexTransformer

* Construct block and loops

* Fix a previous bug which rejects DV iters in collector

* Update buffer map

* Create root block

* Fix bug of sparse-fixed SpIterVar creation

* Fix bug on SpIterVar conversion (with refactor)

* Fix bug when getting dependent SpIterVars

* Fix bug on dependency map and index lowering

* Full block read/write region

* Test version 1

* Fix bug of loop order

* Fix bug of batch-mm iterator ordering

* Update PrimFunc args to use symbolic params

* Fix bug of test "csr_element_wise"

* Fix bug of index accumulation for sparse-fixed axis

* Update correctness test

* Test structural equality

* Refactor and use Array

fix nnz cols

Add docstring for sparse tir lowering (apache#21)

* add docstring

* upd

Add more examples part 1 (sddmm) (apache#22)

* upd

* upd

* upd

[SparseTIR][Schedule] SparseBlockRV, GetSparseBlock, SparseReorder (apache#23)

* Test initialization

* Fix a stupid bug of ReprPrinter

* Add SparseBlockRV

* Schedule: GetSparseBlock

* Schedule: Reorder

[SparseTIR][Schedule] GetSpIters (apache#24)

remove hybrid script for successful compilation

Add atomic intrinsic for output nonzero inference. (apache#25)

* upd

* upd

Add "sparse" block attribute. (apache#26)

Revert "remove hybrid script for successful compilation"

This reverts commit eebd7c1.

[SparseTIR] Hack `IsAffineBinding` check (apache#27)

* [TensorIR][Schedule] Inherit block anotation upon creating new blocks

* Fix SDDMM test

* Hack IsAffineBinding for sparse blocks

Axis Dependency Tree aware code-gen and bmm example (apache#28)

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* upd

* remove redundancy

* fix

* upd

* upd

Re-design Indices lowering (apache#29)

* upd

* upd

* upd

* upd

* upd

* init

* format

* fix

* revise coding-style

* format

Complete indices lowering (apache#30)

* upd

* upd

* upd

* done

* upd

* passed test

* upd

Add more docstrings and depress warnings for new lowering algorithm. (apache#31)

Refactor derived axis, frontend support of fusion. (apache#32)

* upd

* upd

* fix

Fatal bugfix and change the signature of DenseVariableAxis.  (apache#33)

Syntax simplification (apache#34)

Change the order of generated blocks for block isolation. (apache#35)

* upd

* upd

* upd

Syntax of AttachAxis for BMM (apache#36)

* upd

* upd

* upd

[SparseTIR] Add "square sum" lowering test (apache#37)

* Add square sum test

* Remove pylint comment

[BugFix] Fix offset caching in lowering (apache#38)

* Hack compact dataflow check in a dirty way

* Add two-K square sum test

* Mark skipped tests

* Fix offset saving in lowering

Fusion syntax fix + SDDMM example.  (apache#39)

Some structure change on update offsets. (apache#40)

[Refactor] SparseTIR Lowering (apache#41)

* Take out methods in Scope

* Refactor

* Refactor "match"

* Tweak scope contents

* Refactor ViewIndexInAxis

* Refactor Scope

* SDDMM tests under implementation

* Refactor block stack

* Use Map for var_map

* Extract NeedCreateNewBlock

* Simplify SpIterVarToIterVar via GetIterExtent

* Refactor NeedCreateNewBlock

* Add docstring

* Use "auto" correctly

* Minor refactor and use some move

Remove redundant analyzers (apache#42)

Support indices lowering for attach and fuse. (apache#43)

* upd

* upd

* upd

Fix irregular BMM example. (apache#44)

* upd

* upd

* upd

* upd

RGCN forward and butterfly pattern example. (apache#45)

Fused SDDMM example. (apache#46)

* upd

* wip

* fix

Fix sparse reorder after refactor (apache#47)

[Refactor] Refactor Unittest (apache#48)

* upd

* remove redundancy

[Unittest] Correctness test for benchmarking scripts (apache#49)

Bugfix and more test for axis fusion, new workload (apache#50)

* upd

* upd

upd
cyx-6 pushed a commit to cyx-6/tvm that referenced this issue Jun 13, 2022
@junrushao
Allow parsing python function instead of string (apache#45)
2afa5a7
jinhongyii pushed a commit to jinhongyii/tvm that referenced this issue Jun 20, 2022
@YuchenJin @yongwww
Visit shape in Visitor/Mutator (apache#45)
e853757
cyx-6 pushed a commit to cyx-6/tvm that referenced this issue Jun 25, 2022
@junrushao
Allow parsing python function instead of string (apache#45)
3da17dd
junrushao added a commit to cyx-6/tvm that referenced this issue Jul 4, 2022
@junrushao
Allow parsing python function instead of string (apache#45)
ec4ad60
cyx-6 pushed a commit to cyx-6/tvm that referenced this issue Jul 13, 2022
@junrushao
Allow parsing python function instead of string (apache#45)
015e5ee
Hzfengsy pushed a commit to Hzfengsy/tvm that referenced this issue Jul 30, 2022
@YuchenJin @yongwww
Visit shape in Visitor/Mutator (apache#45)
341ba76
Hzfengsy pushed a commit to Hzfengsy/tvm that referenced this issue Jul 30, 2022
@junrushao @Hzfengsy
Allow parsing python function instead of string (apache#45)
cdd5f99
areusch pushed a commit to areusch/tvm that referenced this issue Sep 20, 2022
@YuchenJin @yongwww
Visit shape in Visitor/Mutator (apache#45)
02bcb25
gigiblender pushed a commit to gigiblender/tvm that referenced this issue Nov 3, 2022
@YuchenJin @junrushao
Visit shape in Visitor/Mutator (apache#45)
ca726ca
MasterJH5574 pushed a commit to MasterJH5574/tvm that referenced this issue Nov 20, 2022
@YuchenJin
Visit shape in Visitor/Mutator (apache#45)
df2c068
yelite pushed a commit to yelite/tvm that referenced this issue Feb 17, 2023
@YuchenJin @junrushao
Visit shape in Visitor/Mutator (apache#45)
19d2ad5
vinx13 pushed a commit to vinx13/tvm that referenced this issue Mar 27, 2023
@zxybazh
[TUZ-6][OP] Support Greater Operator (apache#45)
1c7baff 
Add Greater.
masahi added a commit to masahi/tvm that referenced this issue Feb 15, 2024
@masahi
Merge pull request apache#45 from octoml/toggle-memory-profiling
5abceb5 
Toggle memory profiling properly
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