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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from b4d595c Add CMake summary (#9696)
add 1f5f3c9 [CUDA] Do not emit vector load on unaligned base offset
(#9731)
No
masahi merged pull request #9731:
URL: https://github.com/apache/tvm/pull/9731
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masahi closed issue #8540:
URL: https://github.com/apache/tvm/issues/8540
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daniperfer commented on issue #7990:
URL: https://github.com/apache/tvm/issues/7990#issuecomment-993219644
I posted a question about this in the TVM discussion forums, in which I
described how to change LLVM version. Unfortunately, it doesn't work for me :(,
and I couldn't find a solution.
junrushao1994 commented on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993208836
Thank you @mbs-octoml and @comaniac for providing important context on this
PR! Appreciated you guys doing so when discussing architectural changes!
A fundamental data
masahi closed issue #9653:
URL: https://github.com/apache/tvm/issues/9653
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 69cae0b [Relay, BYOC] Make constant binding in PartitionGraph
optional (#9721)
add b4d595c Add CMake summary (#969
masahi merged pull request #9696:
URL: https://github.com/apache/tvm/pull/9696
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masahi opened a new pull request #9737:
URL: https://github.com/apache/tvm/pull/9737
Thanks for contributing to TVM! Please refer to guideline
https://tvm.apache.org/docs/contribute/ for useful information and tips. After
the pull request is submitted, please request code reviews from
[
zhiics commented on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-993172582
@mikepapadim Thanks for the PR. Could you elaborate a bit the motivation of
moving the external runtime module into the IRModule? IMOH, the IRModule,
particularly the relay IR here,
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from d1dafbd [CUTLASS] More robust support for pattern matching and
alignment (#9698)
add 69cae0b [Relay, BYOC] Make co
masahi merged pull request #9721:
URL: https://github.com/apache/tvm/pull/9721
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 4e70931 [BugFix] Fix a wrong use of `std::move()` in cross-thread
reduction lowering (#9728)
add d1dafbd [CUTLASS]
masahi merged pull request #9698:
URL: https://github.com/apache/tvm/pull/9698
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CircleSpin commented on a change in pull request #9633:
URL: https://github.com/apache/tvm/pull/9633#discussion_r768268601
##
File path: gallery/how_to/use_tvms_python_api/tvmc_python.py
##
@@ -0,0 +1,252 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or mo
CircleSpin commented on pull request #9633:
URL: https://github.com/apache/tvm/pull/9633#issuecomment-993095492
Hi @hogepodge,
By all means if there's another ordering of the tutorials you prefer let's
go with that. This tutorial seems to do the same thing as this one
https://tvm.a
ganler commented on a change in pull request #9582:
URL: https://github.com/apache/tvm/pull/9582#discussion_r757714983
##
File path: tests/python/relay/test_type_solver.py
##
@@ -338,6 +341,34 @@ def test_incompatible_quantified_func_unification():
solver.Unify(ft1, ft2)
junrushao1994 merged pull request #9728:
URL: https://github.com/apache/tvm/pull/9728
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junrushao pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
The following commit(s) were added to refs/heads/main by this push:
new 4e70931 [BugFix] Fix a wrong use of `std::move()` i
adstraw opened a new pull request #9736:
URL: https://github.com/apache/tvm/pull/9736
Unit tests for HexagonBuffer class which run on CPU (not Hexagon) and test
out full capabilities of HexagonBuffer e.g. discontiguous allocation that are
not currently exposed through the Hexagon Device AP
ccjoechou commented on pull request #9730:
URL: https://github.com/apache/tvm/pull/9730#issuecomment-993059437
Hello @tqchen, @jroesch, or any other reviewer:
We have also posted a pre-RFC
([11691](https://discuss.tvm.apache.org/t/pre-rfc-byoc-marvell-ml-ai-accelerator-integration/11
AndrewZhaoLuo opened a new pull request #9735:
URL: https://github.com/apache/tvm/pull/9735
TODO
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jroesch commented on pull request #9730:
URL: https://github.com/apache/tvm/pull/9730#issuecomment-993048649
Thanks for your contribution. When you have a chance could you update the
description of the PR with more details, and potentially link to the pre-RFC
discussion? Thanks!
--
This
jroesch commented on pull request #9696:
URL: https://github.com/apache/tvm/pull/9696#issuecomment-993045923
@driazati Great I feel like this will come in handy when debugging CI
problems.
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jroesch pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from f0ae9d3 Add `make docs` and doc building instructions (#9534)
add 1728782 Fix typos in runtime comments (#9726)
N
jroesch merged pull request #9726:
URL: https://github.com/apache/tvm/pull/9726
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areusch merged pull request #9534:
URL: https://github.com/apache/tvm/pull/9534
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areusch pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from a674121 [Relay] Non-recursive dependency graph (#9528)
add f0ae9d3 Add `make docs` and doc building instructions (
mbs-octoml edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-992994783
Thanks @junrushao1994. I'd be up for anything that replaces runtime::Module
in IRModule with something more structured that nevertheless can still carry
artifacts at the v
mbs-octoml commented on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-992994783
Thanks @junrushao1994. I'd be up for anything that replaces runtime::Module
in IRModule with something more structured that nevertheless can still carry
artifacts at the various
mbs-octoml opened a new pull request #9734:
URL: https://github.com/apache/tvm/pull/9734
This allows constant tensors at or above a given byte limit to be marked as
'late bound' and saved/reloaded to a bytestream independent of the overall
executable. Since the executable is often embe
mbs-octoml commented on a change in pull request #9613:
URL: https://github.com/apache/tvm/pull/9613#discussion_r768182812
##
File path: include/tvm/relay/expr.h
##
@@ -234,6 +234,15 @@ class Var : public Expr {
*/
TVM_DLL Var(Id vid, Type type_annotation, Span span = Sp
junrushao1994 edited a comment on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-992910847
I'm writing some discussion on the technical side. (bear with me i'm a slow
typer) BTW, It would be great if any IR changes could go through the RFC
process.
--
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driazati opened a new pull request #9733:
URL: https://github.com/apache/tvm/pull/9733
This removes the barrier wait between test and integration tests in CI. This
will increase capacity requirements and usage but, assuming we can meet that
with autoscaler, should reduce CI times by an hou
driazati closed pull request #9709:
URL: https://github.com/apache/tvm/pull/9709
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driazati commented on a change in pull request #9710:
URL: https://github.com/apache/tvm/pull/9710#discussion_r768159328
##
File path: python/tvm/_ffi/libinfo.py
##
@@ -114,18 +114,18 @@ def find_lib_path(name=None, search_path=None,
optional=False):
runtime_dll_path
driazati opened a new pull request #9732:
URL: https://github.com/apache/tvm/pull/9732
These run on the same node but the Java unit tests take < 1 min (whereas the
node setup alone takes 3-4 min), so it seems like it would be good to just run
the Java tests as part of the general GPU unit
masahi opened a new pull request #9731:
URL: https://github.com/apache/tvm/pull/9731
Closes https://github.com/apache/tvm/issues/8540
cc @vinx13 @comaniac @Laurawly
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junrushao1994 commented on pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#issuecomment-992910847
I'm writing some discussion on the technical side. (bear with me i'm a slow
typer) BTW, It would be great if significant IR changes could go through the
RFC process.
--
Thi
kparzysz-quic commented on a change in pull request #9631:
URL: https://github.com/apache/tvm/pull/9631#discussion_r768120523
##
File path: cmake/modules/Hexagon.cmake
##
@@ -241,10 +340,39 @@ if (USE_HEXAGON_DEVICE STREQUAL "${PICK_NONE}")
elseif(BUILD_FOR_ANDROID AND HEXAG
masahi commented on a change in pull request #9721:
URL: https://github.com/apache/tvm/pull/9721#discussion_r768112083
##
File path: src/relay/transforms/partition_graph.cc
##
@@ -601,9 +607,10 @@ Pass PartitionGraph(String mod_name) {
{flatten_tuples_pass, remove_defaul
masahi commented on a change in pull request #9721:
URL: https://github.com/apache/tvm/pull/9721#discussion_r768112083
##
File path: src/relay/transforms/partition_graph.cc
##
@@ -601,9 +607,10 @@ Pass PartitionGraph(String mod_name) {
{flatten_tuples_pass, remove_defaul
masahi commented on a change in pull request #9721:
URL: https://github.com/apache/tvm/pull/9721#discussion_r768109935
##
File path: python/tvm/relay/transform/transform.py
##
@@ -695,17 +695,23 @@ def LambdaLift():
return _ffi_api.LambdaLift()
-def PartitionGraph(mod_
ccjoechou opened a new pull request #9730:
URL: https://github.com/apache/tvm/pull/9730
Thanks for contributing to TVM! Please refer to guideline
https://tvm.apache.org/docs/contribute/ for useful information and tips. After
the pull request is submitted, please request code reviews from
This is an automated email from the ASF dual-hosted git repository.
areusch pushed a change to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git.
discard 6305c7d [CI] Update ci_cpu docker image
omit e8889ae [TVMScript] Add syntax sugar for T.handle and T.m
hzfan closed pull request #9720:
URL: https://github.com/apache/tvm/pull/9720
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comaniac pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 6e9e4e6 [TVMC] Add --opt-level to compile mode (#9722)
add a674121 [Relay] Non-recursive dependency graph (#9528)
comaniac merged pull request #9528:
URL: https://github.com/apache/tvm/pull/9528
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comaniac commented on pull request #9528:
URL: https://github.com/apache/tvm/pull/9528#issuecomment-992817707
Thanks @hzfan @mbrookhart
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driazati commented on pull request #9696:
URL: https://github.com/apache/tvm/pull/9696#issuecomment-992816914
It is now with
https://github.com/apache/tvm/pull/9696/commits/e680e69d77ea9ed05d46fce701518578e21b45b0
([test
run](https://jenkins.tvm.octoml.ai/job/octoml-tvm/job/driazati%252Fc
jroesch commented on a change in pull request #9613:
URL: https://github.com/apache/tvm/pull/9613#discussion_r768066039
##
File path: include/tvm/relay/expr.h
##
@@ -234,6 +234,15 @@ class Var : public Expr {
*/
TVM_DLL Var(Id vid, Type type_annotation, Span span = Span(
Lunderberg commented on pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#issuecomment-992799674
Fixing lint issues. The large number of commits listed is due to rebasing
the fixes into the commits that introduced them.
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driazati commented on pull request #9554:
URL: https://github.com/apache/tvm/pull/9554#issuecomment-992791257
Confirming sounds good, it should be ready to push now
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driazati commented on a change in pull request #9554:
URL: https://github.com/apache/tvm/pull/9554#discussion_r768049498
##
File path: tests/python/unittest/test_ci.py
##
@@ -0,0 +1,116 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor lice
areusch commented on a change in pull request #9554:
URL: https://github.com/apache/tvm/pull/9554#discussion_r768041428
##
File path: tests/python/unittest/test_ci.py
##
@@ -0,0 +1,116 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor licen
junrushao1994 commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r768036732
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type v
mbs-octoml commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r768029280
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type vars
areusch commented on pull request #46:
URL: https://github.com/apache/tvm-rfcs/pull/46#issuecomment-992762313
@manupa-arm thanks! I think ultimately the @ashutosh-arm pass could be a
good way to implement ConstLoader, but for now I'm hoping we can simply rename.
In the long run, I'd actual
electriclilies commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r768016573
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type
mbs-octoml commented on pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#issuecomment-992747464
Thanks @electriclilies and @jroesch , merged your post-submit comments into
the sequel.
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mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r768010547
##
File path: src/relay/transforms/device_planner.cc
##
@@ -844,7 +932,8 @@ class DeviceCapturer : public ExprMutator {
// match.
return
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r768009277
##
File path: src/relay/op/memory/on_device.h
##
@@ -39,14 +39,50 @@ namespace relay {
const Op& OnDeviceOp();
/*!
- * \brief Wraps \p expr in an "on_d
comaniac commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r768008092
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type vars t
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r768007923
##
File path: src/relay/op/memory/on_device.cc
##
@@ -45,53 +43,74 @@ const Op& OnDeviceOp() {
return op;
}
-Expr OnDevice(Expr expr, SEScope se_scop
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r768005529
##
File path: src/relay/op/memory/on_device.cc
##
@@ -45,53 +43,74 @@ const Op& OnDeviceOp() {
return op;
}
-Expr OnDevice(Expr expr, SEScope se_scop
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r768004662
##
File path: src/relay/op/memory/on_device.cc
##
@@ -45,53 +43,74 @@ const Op& OnDeviceOp() {
return op;
}
-Expr OnDevice(Expr expr, SEScope se_scop
comaniac commented on a change in pull request #9721:
URL: https://github.com/apache/tvm/pull/9721#discussion_r767983007
##
File path: python/tvm/relay/transform/transform.py
##
@@ -695,17 +695,23 @@ def LambdaLift():
return _ffi_api.LambdaLift()
-def PartitionGraph(mo
junrushao1994 commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r767980273
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type v
junrushao1994 commented on a change in pull request #9729:
URL: https://github.com/apache/tvm/pull/9729#discussion_r767980273
##
File path: include/tvm/ir/module.h
##
@@ -57,6 +57,8 @@ class IRModuleNode : public Object {
Map functions;
/*! \brief A map from global type v
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767974458
##
File path: src/relay/op/call/call.cc
##
@@ -63,23 +63,23 @@ bool CallLoweredRel(const Array& types, int
num_inputs, const Attrs& attrs
const Op& Cal
mikepapadim opened a new pull request #9729:
URL: https://github.com/apache/tvm/pull/9729
Co-authored-by: Lily Orth-Smith
This PR extracts the external modules used by the TECOmpiler and various
places in the AOT flow and makes them first class fields in the IRModule.
@mbs-oc
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767972447
##
File path: src/printer/text_printer.cc
##
@@ -36,49 +37,71 @@ static const char* kSemVer = "0.0.5";
Doc TextPrinter::PrintMod(const IRModule& mod) {
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767970440
##
File path: src/printer/text_printer.cc
##
@@ -36,49 +37,71 @@ static const char* kSemVer = "0.0.5";
Doc TextPrinter::PrintMod(const IRModule& mod) {
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767969790
##
File path: include/tvm/relay/attrs/on_device.h
##
@@ -54,44 +54,48 @@ namespace relay {
* multiply(device_copy(add(%x, %y), src_se_scope=GPU, dst_se
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767969023
##
File path: src/relay/transforms/device_planner.cc
##
@@ -20,6 +20,10 @@
/*!
* \file src/relay/transforms/device_planner.cc
* \brief Determines a un
mbs-octoml commented on a change in pull request #9693:
URL: https://github.com/apache/tvm/pull/9693#discussion_r767968431
##
File path: include/tvm/target/se_scope.h
##
@@ -170,7 +170,7 @@ class SEScopeNode : public AttrsNode {
*
* kInvalidDeviceType denotes unconstrai
abdulazizm commented on issue #7990:
URL: https://github.com/apache/tvm/issues/7990#issuecomment-992694906
@daniperfer sorry i am newbie, how can we change this llvm version? Is there
any blog or documentation that you refer?
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mbs-octoml commented on a change in pull request #9669:
URL: https://github.com/apache/tvm/pull/9669#discussion_r767960497
##
File path: tests/python/relay/test_vm.py
##
@@ -1112,6 +1112,20 @@ def test_multi_targets():
tvm.testing.assert_allclose(actual_result.numpy(), exp
manupa-arm commented on pull request #8472:
URL: https://github.com/apache/tvm/pull/8472#issuecomment-992685727
@d-smirnov I suppose this is the first PR that needs to go in ?
(I m waiting to review this though I've seen updates to the PR that depends
on this).
Let me know what P
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leandron pushed a commit to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
The following commit(s) were added to refs/heads/main by this push:
new 6e9e4e6 [TVMC] Add --opt-level to compile mode (#972
leandron merged pull request #9722:
URL: https://github.com/apache/tvm/pull/9722
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leandron commented on a change in pull request #9725:
URL: https://github.com/apache/tvm/pull/9725#discussion_r767949380
##
File path: apps/microtvm/ethosu/README.md
##
@@ -43,6 +43,10 @@ If the demo is not run in the ci_cpu Docker container, then
you will need the fo
You w
MasterJH5574 commented on pull request #9728:
URL: https://github.com/apache/tvm/pull/9728#issuecomment-992661562
:joy:
Given the [undefined behavior of evaluation
order](https://stackoverflow.com/questions/2934904/order-of-evaluation-in-c-function-parameters),
we decided to remove
junrushao1994 commented on pull request #9728:
URL: https://github.com/apache/tvm/pull/9728#issuecomment-992658390
Looks like I triggered an undefined behavior of C++ 🥺
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mbrookhart pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 5557b8c Improve tvmc error message from lazy-loading frontend imports
(#9074)
add cb34604 [TOPI] Add generic b
manupa-arm commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r767889703
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mbrookhart merged pull request #9694:
URL: https://github.com/apache/tvm/pull/9694
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manupa-arm commented on a change in pull request #9704:
URL: https://github.com/apache/tvm/pull/9704#discussion_r767851543
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daniperfer commented on issue #7971:
URL: https://github.com/apache/tvm/issues/7971#issuecomment-992612913
Yes, it's in #7990.
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Lunderberg commented on pull request #39:
URL: https://github.com/apache/tvm-rfcs/pull/39#issuecomment-992608499
Sounds good! I've updated with examples of scheduling with the returned new
axes, which work in the implementation posted in
[PR#9727](https://github.com/apache/tvm/pull/9727).
MasterJH5574 opened a new pull request #9728:
URL: https://github.com/apache/tvm/pull/9728
Find a wrong use of `std::move()`. Please see the changes for detail. The
wrong use leads to undefined Var of a buffer's `data` field.
Given C++ evaluates parameter expressions from the end to
Lunderberg commented on pull request #9727:
URL: https://github.com/apache/tvm/pull/9727#issuecomment-992578126
@vinx13 @csullivan @tmoreau89 @adstraw @cconvey
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Lunderberg opened a new pull request #9727:
URL: https://github.com/apache/tvm/pull/9727
This is an implementation of
[RFC#0039](https://github.com/apache/tvm-rfcs/pull/39), which adds layout
transformations to both flat and non-flat memory buffers.
The commits in this PR are split
abdulazizm commented on issue #8683:
URL: https://github.com/apache/tvm/issues/8683#issuecomment-992570402
> Hi @comaniac @jlamperez ,
>
> I am following the
[external_yolov3_tutorial.ipynb](https://github.com/Xilinx/Vitis-AI/blob/master/external/tvm/examples/external_yolov3_tutorial
abdulazizm commented on issue #7971:
URL: https://github.com/apache/tvm/issues/7971#issuecomment-992568025
> I will reformulate the question in a new issue, since this one is already
closed...
Did you raise the issue for this query?
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gromero opened a new pull request #9726:
URL: https://github.com/apache/tvm/pull/9726
Fix typos in comments about signal handling and entries in the runtime
code.
Signed-off-by: Gustavo Romero
Thanks for contributing to TVM! Please refer to guideline
https://tvm.apache.o
chunit-quic edited a comment on pull request #9723:
URL: https://github.com/apache/tvm/pull/9723#issuecomment-992451852
Hi @lixiaoquan,
It's a good advice and easy to implement. :D
If tag the original name to the final expression is a better philosophy for
users, I can change to
chunit-quic commented on pull request #9723:
URL: https://github.com/apache/tvm/pull/9723#issuecomment-992451852
Hi @lixiaoquan,
It's a good advice and easy to implement. :D
If it tag the original name to the final expression is a better philosophy
for users, I can change to this
lucagrementieri edited a comment on issue #9237:
URL: https://github.com/apache/tvm/issues/9237#issuecomment-943090057
I am facing a similar problem running the script `from_torch.py` published
with the tutorial
https://tvm.apache.org/docs/how_to/compile_models/from_pytorch.html.
Wh
hgt312 commented on issue #9237:
URL: https://github.com/apache/tvm/issues/9237#issuecomment-992428813
The issue is about boolean indexing, see
https://numpy.org/doc/stable/reference/arrays.indexing.html#boolean-array-indexing,
while relay's op `adv_index` is integer array indexing.
See
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