[TOPI] Isolate padding option, improve decl of depthwise/conv2d/pool #332
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Laurawly
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Aug 15, 2017
ZihengJiang
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Aug 15, 2017
vinx13
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Mar 9, 2022
gigiblender
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Jan 19, 2023
As tracked by apache#332, this PR is the kickoff part of high-level operator introduction in Relax. This PR is about the milestone O1 and O2a. Specifically, this PR * introduces some of common utility functions that the registration and StructInfo inference of each operator will often use. * introduces unary arithmetic operators: cos, log, negative, sigmoid, sin, sqrt, tanh. * refactors and introduces binary arithmetic operators: add, divide, floor_divide, multiply, subtract. * introduces binary comparative operators: equal, greater, greater_equal, less, less_equal, not_equal. These operators are well tested from three perspective: P1. the op getter can get correct op by name P2. their StructInfo inference result are as expected under all kinds of cases P3. Relax TVMScript parser can parse the scripts with the op inside For operators in O2a, most operators share almost the same StructInfo inference logic. Therefore, for tests in P2, in each category, not every op is tested in every case. For each case, it is good to have only part of op in this category tested. This is intended not to make overlarge testing file.
gigiblender
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Jan 19, 2023
As tracked by apache#332, this PR is the O2d milestone of the high-level operator introduction plan. This PR introduces a few manipulation operators: * broadcast_to * concat * expand_dims * flatten * permute_dims * reshape * split * squeeze These operators are all well-tested.
junrushao
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Feb 8, 2023
As tracked by apache#332, this PR is the kickoff part of high-level operator introduction in Relax. This PR is about the milestone O1 and O2a. Specifically, this PR * introduces some of common utility functions that the registration and StructInfo inference of each operator will often use. * introduces unary arithmetic operators: cos, log, negative, sigmoid, sin, sqrt, tanh. * refactors and introduces binary arithmetic operators: add, divide, floor_divide, multiply, subtract. * introduces binary comparative operators: equal, greater, greater_equal, less, less_equal, not_equal. These operators are well tested from three perspective: P1. the op getter can get correct op by name P2. their StructInfo inference result are as expected under all kinds of cases P3. Relax TVMScript parser can parse the scripts with the op inside For operators in O2a, most operators share almost the same StructInfo inference logic. Therefore, for tests in P2, in each category, not every op is tested in every case. For each case, it is good to have only part of op in this category tested. This is intended not to make overlarge testing file.
junrushao
pushed a commit
to junrushao/tvm
that referenced
this pull request
Feb 8, 2023
As tracked by apache#332, this PR is the O2d milestone of the high-level operator introduction plan. This PR introduces a few manipulation operators: * broadcast_to * concat * expand_dims * flatten * permute_dims * reshape * split * squeeze These operators are all well-tested.
yelite
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Feb 17, 2023
As tracked by apache#332, this PR is the kickoff part of high-level operator introduction in Relax. This PR is about the milestone O1 and O2a. Specifically, this PR * introduces some of common utility functions that the registration and StructInfo inference of each operator will often use. * introduces unary arithmetic operators: cos, log, negative, sigmoid, sin, sqrt, tanh. * refactors and introduces binary arithmetic operators: add, divide, floor_divide, multiply, subtract. * introduces binary comparative operators: equal, greater, greater_equal, less, less_equal, not_equal. These operators are well tested from three perspective: P1. the op getter can get correct op by name P2. their StructInfo inference result are as expected under all kinds of cases P3. Relax TVMScript parser can parse the scripts with the op inside For operators in O2a, most operators share almost the same StructInfo inference logic. Therefore, for tests in P2, in each category, not every op is tested in every case. For each case, it is good to have only part of op in this category tested. This is intended not to make overlarge testing file.
yelite
pushed a commit
to yelite/tvm
that referenced
this pull request
Feb 17, 2023
As tracked by apache#332, this PR is the O2d milestone of the high-level operator introduction plan. This PR introduces a few manipulation operators: * broadcast_to * concat * expand_dims * flatten * permute_dims * reshape * split * squeeze These operators are all well-tested.
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