yzhliu commented on issue #5121: [TE] reverse-mode autodiff without any
optimization
URL: https://github.com/apache/incubator-tvm/pull/5121#issuecomment-603648759
@MarisaKirisame sure, I will try.
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ANSHUMAN87 commented on issue #5084: Duplicate likely nodes added when loop
axis split unevenly
URL: https://github.com/apache/incubator-tvm/pull/5084#issuecomment-603636335
@yzhliu: Gentle reminder!
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tqchen commented on issue #5060: [uTVM][Runtime] Deprecate uTVM Standalone
Runtime
URL: https://github.com/apache/incubator-tvm/issues/5060#issuecomment-603632782
re: fragmentation issue, think the allocation strategies carefully and adopt
an arena-style allocator(counter based as above) c
MarisaKirisame commented on a change in pull request #5144: [Relay][VM] Memory
planner (part 1)
URL: https://github.com/apache/incubator-tvm/pull/5144#discussion_r397530214
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##
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+# Licensed to the Apac
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masahi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 686911e [Torch] Fix conv2d conversion for group conv (group > 1 but
!= in channels) (#5132)
add 3aabbd9
masahi merged pull request #5142: [Torch] Add support for max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142
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masahi commented on issue #5142: [Torch] Add support for max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#issuecomment-603510415
Thanks @wyc-ruiker
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masahi commented on issue #5134: [RELAY] Add MergeCompilerRegions pass
URL: https://github.com/apache/incubator-tvm/pull/5134#issuecomment-603507803
@mbaret Sorry I haven't been following the development of a new partitioning
algorithm. Is this related to annotator support for composite?
-
jroesch commented on issue #5144: [Relay][VM] Memory planner (part 1)
URL: https://github.com/apache/incubator-tvm/pull/5144#issuecomment-603496275
cc @zhiics @yidawang @icemelon9 @MarisaKirisame
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jroesch opened a new pull request #5144: [Relay][VM] Memory planner (part 1)
URL: https://github.com/apache/incubator-tvm/pull/5144
This PR adds a new pass to the memory scheduling phase of the VM. After we
have made all memory allocations explicit, we now analyze for basic block style
reg
tqchen commented on issue #5132: [Torch] Fix conv2d conversion for group conv
(group > 1 but != in channels)
URL: https://github.com/apache/incubator-tvm/pull/5132#issuecomment-603470964
Thanks @masahi @jwfromm !
This is an a
MarisaKirisame commented on issue #5121: [TE] reverse-mode autodiff without any
optimization
URL: https://github.com/apache/incubator-tvm/pull/5121#issuecomment-603454210
(of course, not in this PR)
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MarisaKirisame commented on issue #5121: [TE] reverse-mode autodiff without any
optimization
URL: https://github.com/apache/incubator-tvm/pull/5121#issuecomment-603454001
@yzhliu can you do forward mode automatic differentiation? It is easy
considering you have jacobian - you only need to
yzhliu commented on issue #5121: [TE] reverse-mode autodiff without any
optimization
URL: https://github.com/apache/incubator-tvm/pull/5121#issuecomment-603446436
@MarisaKirisame @tqchen @hzfan Could you review again?
This is
hypercubestart commented on issue #5039: [Relay] GradientCell Relay Pass
URL: https://github.com/apache/incubator-tvm/pull/5039#issuecomment-603437659
thanks @jroesch !
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icemelon9 commented on issue #5131: [Relay][TOPI] Register topi schedule for
Relay fast_exp and fast_tanh
URL: https://github.com/apache/incubator-tvm/pull/5131#issuecomment-603427810
@selo1412 Could you address @comaniac comments?
--
u99127 commented on issue #5060: [uTVM][Runtime] Deprecate uTVM Standalone
Runtime
URL: https://github.com/apache/incubator-tvm/issues/5060#issuecomment-603408836
Thanks for pointing this to me @tmoreau89 and thank you for this work
@liangfu . Very interesting and good questions to ask.
manupa-arm commented on issue #5143: [RELAY] Re-wrote the Graph Partitioner to
support multiple outputs
URL: https://github.com/apache/incubator-tvm/pull/5143#issuecomment-603402680
cc : @zhiics @comaniac @tqchen
This is an
manupa-arm opened a new pull request #5143: [RELAY] Re-wrote the Graph
Partitioner to support multiple outputs
URL: https://github.com/apache/incubator-tvm/pull/5143
This PR aims to **include support for multiple outputs** in the regions that
get outlined as functions for different compile
trevor-m commented on a change in pull request #5106: [Relay][MergeComposite]
Support TupleGetItem in body of pattern
URL: https://github.com/apache/incubator-tvm/pull/5106#discussion_r397337604
##
File path: src/relay/transforms/merge_composite.cc
##
@@ -66,6 +66,31 @@ cl
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 0a0e58b [REFACTOR][TIR] Introduce PrimFuncPass. (#5139)
add 686911e [Torch] Fix conv2d conversion for g
zhiics commented on a change in pull request #5028: [RELAY] Remove kCompiler
attr from ext mod
URL: https://github.com/apache/incubator-tvm/pull/5028#discussion_r397321424
##
File path: src/relay/backend/compile_engine.cc
##
@@ -627,6 +627,7 @@ class CompileEngineImpl : pu
tqchen merged pull request #5132: [Torch] Fix conv2d conversion for group conv
(group > 1 but != in channels)
URL: https://github.com/apache/incubator-tvm/pull/5132
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tqchen commented on issue #5060: [uTVM][Runtime] Deprecate uTVM Standalone
Runtime
URL: https://github.com/apache/incubator-tvm/issues/5060#issuecomment-603374417
The workspace memory could have a different strategy. The way it works is
that we create a different arena for workspace, along
zhiics commented on a change in pull request #5028: [RELAY] Remove kCompiler
attr from ext mod
URL: https://github.com/apache/incubator-tvm/pull/5028#discussion_r397314736
##
File path: src/relay/backend/compile_engine.cc
##
@@ -627,6 +627,7 @@ class CompileEngineImpl : pu
trevor-m commented on issue #4847: Return empty CSourceModule when no
lowered_funcs exists in Relay mod
URL: https://github.com/apache/incubator-tvm/pull/4847#issuecomment-603369453
> I think changing it to a llvm module and import all submodules is okay.
Now if you only have an external m
mehrdadhe commented on issue #3934: [Runtime] MISRA-C compliant TVM runtime
URL: https://github.com/apache/incubator-tvm/pull/3934#issuecomment-603346577
Great work. @liangfu have you considered using "[system
lib](https://docs.tvm.ai/api/python/target.html?highlight=system%20lib)"
approac
zhiics commented on a change in pull request #5030: [RELAY] Added a
AnnotatedRegion utility class
URL: https://github.com/apache/incubator-tvm/pull/5030#discussion_r397261539
##
File path: python/tvm/relay/analysis/annotated_regions.py
##
@@ -0,0 +1,62 @@
+# Licensed to th
tqchen edited a comment on issue #5124: [uTVM][Runtime] Introduce Virtual
Memory Allocator to CRT
URL: https://github.com/apache/incubator-tvm/pull/5124#issuecomment-603312590
The workspace memory could have a different strategy. The way it works is
that we create a different arena for wor
tqchen commented on issue #5124: [uTVM][Runtime] Introduce Virtual Memory
Allocator to CRT
URL: https://github.com/apache/incubator-tvm/pull/5124#issuecomment-603312590
The workspace memory could have a different strategy. The way it works is
that we create a different arena for workspace,
Shawn-Inspur commented on a change in pull request #5099: [TOPI][Tensor Core]
Conv2d and Dense ops support on Tensor Core
URL: https://github.com/apache/incubator-tvm/pull/5099#discussion_r397237931
##
File path: topi/python/topi/cuda/conv2d_nhwc_tensorcore.py
##
@@ -0,0 +
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tqchen pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/master by this push:
new 0a0e58b [REFACTOR][TIR] Introduce PrimFu
tqchen merged pull request #5139: [REFACTOR][TIR] Introduce PrimFuncPass.
URL: https://github.com/apache/incubator-tvm/pull/5139
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tqchen commented on issue #5139: [REFACTOR][TIR] Introduce PrimFuncPass.
URL: https://github.com/apache/incubator-tvm/pull/5139#issuecomment-603298988
Thanks @zhiics @siju-samue哈
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tqchen pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/master by this push:
new bbbfc1b [RUNTIME]fix unused-value warnin
tqchen merged pull request #5140: [RUNTIME]fix unused-value warning
URL: https://github.com/apache/incubator-tvm/pull/5140
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wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397132458
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397132370
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397124944
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397118351
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Module):
mbaret commented on a change in pull request #5106: [Relay][MergeComposite]
Support TupleGetItem in body of pattern
URL: https://github.com/apache/incubator-tvm/pull/5106#discussion_r397085411
##
File path: src/relay/transforms/merge_composite.cc
##
@@ -66,6 +66,31 @@ clas
mbaret commented on a change in pull request #5106: [Relay][MergeComposite]
Support TupleGetItem in body of pattern
URL: https://github.com/apache/incubator-tvm/pull/5106#discussion_r397086345
##
File path: src/relay/transforms/merge_composite.cc
##
@@ -66,6 +66,31 @@ clas
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397074587
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397074097
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397074097
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Modu
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397073052
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -213,12 +213,33 @@ def _impl(inputs, input_types
wyc-ruiker commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397071431
##
File path: src/relay/op/nn/pooling.cc
##
@@ -987,6 +987,10 @@ Array Pool1DCompute(const Attrs& attrs,
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397050020
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Module):
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397049896
##
File path: src/relay/op/nn/pooling.cc
##
@@ -987,6 +987,10 @@ Array Pool1DCompute(const Attrs& attrs,
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397048418
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -213,12 +213,33 @@ def _impl(inputs, input_types):
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397048418
##
File path: python/tvm/relay/frontend/pytorch.py
##
@@ -213,12 +213,33 @@ def _impl(inputs, input_types):
masahi commented on a change in pull request #5142: [Torch] Add support for
max_pool1d
URL: https://github.com/apache/incubator-tvm/pull/5142#discussion_r397046667
##
File path: tests/python/frontend/pytorch/test_forward.py
##
@@ -363,9 +363,35 @@ class MaxPool2D2(Module):
mbaret commented on a change in pull request #5030: [RELAY] Added a
AnnotatedRegion utility class
URL: https://github.com/apache/incubator-tvm/pull/5030#discussion_r397040388
##
File path: src/relay/analysis/annotated_region_set.cc
##
@@ -0,0 +1,239 @@
+/*
+ * Licensed to
mbaret commented on a change in pull request #5030: [RELAY] Added a
AnnotatedRegion utility class
URL: https://github.com/apache/incubator-tvm/pull/5030#discussion_r397019200
##
File path: python/tvm/relay/analysis/annotated_regions.py
##
@@ -0,0 +1,62 @@
+# Licensed to th
wyc-ruiker opened a new pull request #5142: Wyc
URL: https://github.com/apache/incubator-tvm/pull/5142
Thanks for contributing to TVM! Please refer to guideline
https://docs.tvm.ai/contribute/ for useful information and tips. After the pull
request is submitted, please request code revie
mbaret commented on a change in pull request #5030: [RELAY] Added a
AnnotatedRegion utility class
URL: https://github.com/apache/incubator-tvm/pull/5030#discussion_r397019200
##
File path: python/tvm/relay/analysis/annotated_regions.py
##
@@ -0,0 +1,62 @@
+# Licensed to th
mbaret commented on a change in pull request #5030: [RELAY] Added a
AnnotatedRegion utility class
URL: https://github.com/apache/incubator-tvm/pull/5030#discussion_r397015819
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@@ -0,0 +1,121 @@
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jroesch pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from e6dd8e1 [Relay] GradientCell Relay Pass (#5039)
add 667e24f [CI] Update rust docker (#5141)
No new re
jroesch merged pull request #5141: [CI] Update rust docker
URL: https://github.com/apache/incubator-tvm/pull/5141
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yzhliu commented on a change in pull request #5121: [TE] reverse-mode autodiff
without any optimization
URL: https://github.com/apache/incubator-tvm/pull/5121#discussion_r396935671
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@@ -0,0 +1,381 @@
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