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VM compiler. #18
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VM compiler. #18
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YuchenJin
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altanh
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Oct 1, 2021
| this->VisitBindingBlock(block); | ||
| } | ||
| // find the function return value and emit the output | ||
| auto ret_reg = this->var_register_map_.find(Downcast<Var>(op->body)); |
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just noting that we need to validate/normalize IR to full SSA (currently the parser doesn't do this) in order to make sure this works (e.g. if someone writes return add(x, y) then this will fail)
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Yes, we should write a pass to do the normalization.
ZihengJiang
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Oct 1, 2021
altanh
reviewed
Oct 4, 2021
Thanks @altanh for the great suggestion, we should always add TODOs to prevent us from forgetting something during the set of milestone landings! I fixed linting issues for the files changed in this PR, but there are quite a few more in other files. I think we could submit a separate PR to fix those ones. |
altanh
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Oct 5, 2021
ZihengJiang
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Oct 6, 2021
ZihengJiang
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Oct 6, 2021
ZihengJiang
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Oct 6, 2021
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LGTM! Thanks @YuchenJin |
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Thank you so much @altanh @ZihengJiang for the review! :) |
tqchen
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Oct 30, 2021
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
YuchenJin
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Nov 10, 2021
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
YuchenJin
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Jan 27, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
YuchenJin
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Mar 2, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Mar 14, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Mar 22, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Mar 23, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Apr 6, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Apr 12, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
MasterJH5574
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Apr 13, 2022
In this PR, I introduce a StmtFunctor `RenewDefs` for deep copy all definition nodes in PrimFunc (including Var, Buffer, and IterVar). This functor can create a new PrimFunc with the same behavior as the old one but contains different Nodes. This Functor may help TIR fusion or inline multiple PrimFuncs (cherry picked from commit 445d36e63b4e10be7c4fa7f159c55c20bb1ad06e)
jinhongyii
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In this PR, I introduce a StmtFunctor `RenewDefs` for deep copy all definition nodes in PrimFunc (including Var, Buffer, and IterVar). This functor can create a new PrimFunc with the same behavior as the old one but contains different Nodes. This Functor may help TIR fusion or inline multiple PrimFuncs (cherry picked from commit 445d36e63b4e10be7c4fa7f159c55c20bb1ad06e)
yongwww
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May 10, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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May 11, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
YuchenJin
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Jun 1, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
jinhongyii
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Jun 5, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Jun 12, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Jul 15, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
yongwww
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Aug 14, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Oct 14, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
MasterJH5574
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Nov 9, 2022
* relax.cumsum * Legalizer for expand_dims * relax.trilu * relax.cast * Legalizer for batch_norm and flatten * relax.take * relax.full * relax.split * relax.broadcast_to * relax.strided_slice * relax.image.resize2d * relax.nn.max_pool2d * relax.nn.adaptive_avg_pool2d
YuchenJin
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Nov 18, 2022
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
MasterJH5574
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Nov 20, 2022
* relax.cumsum * Legalizer for expand_dims * relax.trilu * relax.cast * Legalizer for batch_norm and flatten * relax.take * relax.full * relax.split * relax.broadcast_to * relax.strided_slice * relax.image.resize2d * relax.nn.max_pool2d * relax.nn.adaptive_avg_pool2d
jinhongyii
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Dec 10, 2022
* relax.cumsum * Legalizer for expand_dims * relax.trilu * relax.cast * Legalizer for batch_norm and flatten * relax.take * relax.full * relax.split * relax.broadcast_to * relax.strided_slice * relax.image.resize2d * relax.nn.max_pool2d * relax.nn.adaptive_avg_pool2d
vinx13
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Dec 14, 2022
* relax.cumsum * Legalizer for expand_dims * relax.trilu * relax.cast * Legalizer for batch_norm and flatten * relax.take * relax.full * relax.split * relax.broadcast_to * relax.strided_slice * relax.image.resize2d * relax.nn.max_pool2d * relax.nn.adaptive_avg_pool2d
YuchenJin
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Jan 13, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
YuchenJin
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Jan 14, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Jan 25, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Jan 26, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Jan 29, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Feb 5, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
junrushao
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Feb 9, 2023
* VM compiler. * Update. * Compile IRmodule; expose Python api * Add dtype contant serialization and type hint. * Address comments. * Add todos and fix lint. * Update * Update.
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M2d: relax --> VM compile --> run on VM.
Currently, the VM compiler only supports compiling a call-packed form Relax program with static shape. PrimFunc lowering and symbolic shape compilation will be in future PRs.
(Note: we relax the VM constant pool to contain
TVMRetValueinstead ofObjectRefto support emittingDataTypeto the pool.)