junrushao1994 commented on pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#issuecomment-901612903
Let's move fast and get it merged
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junrushao1994 commented on a change in pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#discussion_r691782876
##
File path: src/relay/transforms/to_basic_block_normal_form.cc
##
@@ -51,8 +51,11 @@ Expr ToBasicBlockNormalFormAux(const Expr& e) {
IRModule
ganler commented on a change in pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#discussion_r691771235
##
File path: src/relay/transforms/to_basic_block_normal_form.cc
##
@@ -51,8 +51,11 @@ Expr ToBasicBlockNormalFormAux(const Expr& e) {
IRModule
comaniac commented on pull request #8785:
URL: https://github.com/apache/tvm/pull/8785#issuecomment-901576896
Thanks @jcf94
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comaniac 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 41879b2 [FIX] Bug fix for batch_matmul parameters
comaniac merged pull request #8785:
URL: https://github.com/apache/tvm/pull/8785
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euntaik commented on a change in pull request #8780:
URL: https://github.com/apache/tvm/pull/8780#discussion_r691743077
##
File path: tests/python/frontend/tflite/test_forward.py
##
@@ -2618,6 +2617,27 @@ def test_forward_select():
)
+def
aasorokiin opened a new pull request #32:
URL: https://github.com/apache/tvm-vta/pull/32
VTA modification for parametrizable AXI data size.
Performance change:
Numbers are based on test_benchmark_topi_conv2d.py limited to resnet-18.C2
Baseline 64bit data tsim run: 192M cycles.
electriclilies commented on pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#issuecomment-901552531
LGTM, it's great to see that we've finally reached this milestone in the
refactoring work!
@comaniac Since we are trying to unify lowering around one API, I think that
jcf94 commented on a change in pull request #8785:
URL: https://github.com/apache/tvm/pull/8785#discussion_r691710645
##
File path: python/tvm/topi/cuda/batch_matmul.py
##
@@ -258,11 +260,20 @@ def batch_matmul_int8(cfg, x, y, out_shape=None,
out_dtype=None):
out_dtype :
junrushao1994 commented on pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#issuecomment-901528736
@vinx13 this snippet does work, but i am not sure if it is the best way to
do:
```python
import importlib.util
spec =
vinx13 commented on pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#issuecomment-901523306
> BTW, if we have a file containing user-registered functions, can we send
this to the worker process so that the worker is aware of these registration? I
suppose it is as simple as
junrushao1994 commented on pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#issuecomment-901518963
BTW, if we have a file containing user-registered functions, can we send
this to the worker process so that the worker is aware of these registration? I
suppose it is as
junrushao1994 commented on a change in pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#discussion_r691691524
##
File path: python/tvm/contrib/popen_pool.py
##
@@ -153,6 +160,11 @@ def _start(self):
self._reader = os.fdopen(main_read, "rb")
vinx13 commented on a change in pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#discussion_r691691114
##
File path: tests/python/contrib/test_popen_pool.py
##
@@ -66,6 +66,19 @@ def test_popen_pool_executor():
assert val.value == idx
+def
vinx13 commented on a change in pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#discussion_r691688941
##
File path: python/tvm/testing/popen_pool.py
##
@@ -0,0 +1,34 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor
vinx13 commented on pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#issuecomment-901515613
Thanks @shingjan , this will unblock refactor of using PopenPool in autotvm
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vinx13 commented on a change in pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#discussion_r691688309
##
File path: python/tvm/contrib/popen_pool.py
##
@@ -276,14 +288,19 @@ class PopenPoolExecutor:
behavior of multiprocessing.pool().
"""
-def
junrushao1994 commented on pull request #8789:
URL: https://github.com/apache/tvm/pull/8789#issuecomment-901514283
Thanks @shingjan for the contribution! This work definitely makes Popen more
complete, in terms of customizable initialization of workers :-)
BTW, please document the
shingjan opened a new pull request #8789:
URL: https://github.com/apache/tvm/pull/8789
This PR intends to add `initializer` as well as `initargs` to `popenpool`
api.
@tqchen @vinx13 @junrushao1994
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junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691686504
##
File path: src/tir/schedule/primitive/loop_transformation.cc
##
@@ -385,6 +540,108 @@ StmtSRef Fuse(ScheduleState self, const Array&
loop_srefs) {
mbs-octoml opened a new pull request #8788:
URL: https://github.com/apache/tvm/pull/8788
Very rough sketch -- all I can say is it compiles...
We continue the work sketched in
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areusch pushed a change to branch main
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from 7072743 Remove old AOT Executor code (#8758)
add 87674f9 [microTVM] Project API Arduino support (#8708)
No new
areusch merged pull request #8708:
URL: https://github.com/apache/tvm/pull/8708
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altanh commented on pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#issuecomment-901484084
agreed that `operator->() const` should not return a mutable pointer, wonder
if this could be connected to various other similar problems we've had (e.g.
AlterOpLayout).
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areusch commented on pull request #8757:
URL: https://github.com/apache/tvm/pull/8757#issuecomment-901471233
@mikepapadim I think this might still be busted. can you see if you can run
it through a staging jenkins?
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jroesch pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
new 7072743 Remove old AOT Executor code (#8758)
7072743
jroesch merged pull request #8758:
URL: https://github.com/apache/tvm/pull/8758
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jroesch commented on pull request #8758:
URL: https://github.com/apache/tvm/pull/8758#issuecomment-901456416
I am going to land this one to keep the PR Q moving, thanks guys!
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tkonolige commented on a change in pull request #8787:
URL: https://github.com/apache/tvm/pull/8787#discussion_r691620513
##
File path: include/tvm/node/reflection.h
##
@@ -43,7 +43,7 @@ using runtime::ObjectPtr;
using runtime::ObjectRef;
/*!
- * \brief Visitor class for
jroesch edited a comment on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901442412
@areusch ok cool, sorry for misunderstanding here @leandron. Can we add a
check box or something as part of the template process until its fully
automated so I/we can figure
jroesch commented on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901442412
@areusch ok cool, sorry for misunderstanding here @leandron. Can we add a
check box or whatever as part of the process until its fully automated so I can
figure out if we need to
areusch commented on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901441461
ah--just clarifying for @jroesch.
Jared, it's not generally true right now that the nightly build pipeline
will run the built docker images through CI. @leandron is working
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from 5b2e504 Restore License (#8779)
add 3f881ab Expose FTVMInferCorrectLayout Python interface (#8755)
No new
comaniac commented on pull request #8755:
URL: https://github.com/apache/tvm/pull/8755#issuecomment-901420771
Thanks @kueitang @junrushao1994
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comaniac merged pull request #8755:
URL: https://github.com/apache/tvm/pull/8755
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comaniac commented on pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#issuecomment-901412908
I guess we cannot remove `compile_engine.py` but need to rename and refactor
it, because some functions there, such as `lower_call` and
`select_implementation` are still used by
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691580122
##
File path: src/tir/schedule/primitive/loop_transformation.cc
##
@@ -253,6 +277,137 @@ class WrongFactorProductError : public ScheduleError {
For
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691576602
##
File path: src/tir/schedule/primitive/loop_transformation.cc
##
@@ -253,6 +277,137 @@ class WrongFactorProductError : public ScheduleError {
For
gromero opened a new pull request #8787:
URL: https://github.com/apache/tvm/pull/8787
Fix a couple of typos in comments about the IR/AST node reflection code
and a typo in a comment about the main member of the TVMModule struct.
Signed-off-by: Gustavo Romero
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junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691552975
##
File path: src/tir/schedule/primitive/loop_transformation.cc
##
@@ -155,7 +177,7 @@ class HasAnnotationOrThreadBindingError : public
ScheduleError
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691550977
##
File path: src/tir/schedule/primitive.h
##
@@ -64,6 +64,21 @@ TVM_DLL Array Split(ScheduleState self, const
StmtSRef& loop_sref,
* \return The
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691550055
##
File path: python/tvm/tir/schedule/schedule.py
##
@@ -442,6 +442,64 @@ def after_split(a: ty.handle, b: ty.handle) -> None:
# that there is
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691549866
##
File path: python/tvm/tir/schedule/schedule.py
##
@@ -442,6 +442,64 @@ def after_split(a: ty.handle, b: ty.handle) -> None:
# that there is
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691549659
##
File path: python/tvm/tir/schedule/schedule.py
##
@@ -442,6 +442,64 @@ def after_split(a: ty.handle, b: ty.handle) -> None:
# that there is
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691549171
##
File path: include/tvm/tir/schedule/schedule.h
##
@@ -219,6 +219,19 @@ class ScheduleNode : public runtime::Object {
* \return The new loops
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691548739
##
File path: include/tvm/tir/schedule/schedule.h
##
@@ -219,6 +219,19 @@ class ScheduleNode : public runtime::Object {
* \return The new loops
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691548093
##
File path: include/tvm/tir/schedule/schedule.h
##
@@ -219,6 +219,19 @@ class ScheduleNode : public runtime::Object {
* \return The new loops
junrushao1994 commented on a change in pull request #8767:
URL: https://github.com/apache/tvm/pull/8767#discussion_r691547322
##
File path: include/tvm/tir/schedule/schedule.h
##
@@ -219,6 +219,19 @@ class ScheduleNode : public runtime::Object {
* \return The new loops
areusch commented on pull request #8645:
URL: https://github.com/apache/tvm/pull/8645#issuecomment-901374503
@junrushao1994 we now rebuild nightly to tlcpackstaging docker hub account.
You can use those containers; however, you need to test them in CI first by
pushing to
junrushao1994 commented on pull request #8645:
URL: https://github.com/apache/tvm/pull/8645#issuecomment-901368764
Hey @areusch @leandron, this PR depends on a re-build of the CI image to
include paddle-paddle in our unittests
(https://github.com/apache/tvm/pull/8742). Do you guys know
junrushao1994 commented on pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#issuecomment-901367404
Thanks @comaniac for the list! It is definitely helpful for narrowing down
the scope for discussion. Looks like we are pretty close to a solution to
hot-swap the out-of-tree
junrushao1994 commented on a change in pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#discussion_r691522541
##
File path: src/relay/transforms/to_basic_block_normal_form.cc
##
@@ -51,8 +51,11 @@ Expr ToBasicBlockNormalFormAux(const Expr& e) {
IRModule
junrushao1994 edited a comment on pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#issuecomment-901351465
@Johnson9009 By design, we need to keep the immutability of AST instead of
mutating it inplace, so I guess we should make it return a constant reference
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junrushao1994 commented on pull request #8778:
URL: https://github.com/apache/tvm/pull/8778#issuecomment-901351465
@Johnson9009 By design, we need to keep the immutability of AST instead of
mutating it inplace
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grant-arm commented on a change in pull request #8720:
URL: https://github.com/apache/tvm/pull/8720#discussion_r691516408
##
File path: python/tvm/micro/interface_api.py
##
@@ -59,7 +60,8 @@ def generate_c_interface_header(module_name, inputs, outputs,
output_path):
leandron commented on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901344200
This was tested in this previous job:
https://ci.tlcpack.ai/blue/organizations/jenkins/tvm/detail/ci-docker-staging/146/pipeline
Is the job wrong somehow? Asking so I can do
comaniac commented on pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#issuecomment-901324425
I've checked our use cases and here is my summary:
- The use of APIs such as `_CompileEngineJIT ` can be replaced directly by
`te_compiler.JIT`, so it should be safe to remove
AndrewZhaoLuo commented on pull request #6:
URL: https://github.com/apache/tvm-rfcs/pull/6#issuecomment-901318475
@comaniac, I'll be talking about this at the TVM community meeting tomorrow
so put off merging until after.
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AndrewZhaoLuo commented on a change in pull request #6:
URL: https://github.com/apache/tvm-rfcs/pull/6#discussion_r691486596
##
File path: rfcs/0001-AMP_pass.md
##
@@ -0,0 +1,137 @@
+- Feature Name: Automatic Mixed Precision Pass
+- Start Date: 2021-06-08
+- RFC PR: TODO
+-
jroesch commented on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901287493
After this goes green you should be gtg:
https://github.com/apache/tvm/tree/ci-docker-staging
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Mousius commented on pull request #8720:
URL: https://github.com/apache/tvm/pull/8720#issuecomment-901287191
I'd suggest we implement the test cases and the desired behaviour here and
refactor it altogether in a later PR? It'll be a bit wonky either way and we
can do a single refactor to
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commit ab1bc811230f6b4df84ce353d17be7611db4ddde
Author: Jared Roesch
AuthorDate: Mon Feb 22 22:49:23 2021 -0800
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jroesch pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit 954abe0e669c6dba7f7ed05863411ae375e7e1b4
Author: Jared Roesch
AuthorDate: Mon Feb 22 22:49:40 2021 -0800
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jroesch pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit 69675d46ea9161234cbfaeb9c8c65897a0eb99b0
Author: Jared Roesch
AuthorDate: Wed Feb 17 21:01:22 2021 -0800
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jroesch pushed a commit to branch ci-docker-staging
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit 5651bd62ad698587ee4eeb8c157192d90a0d3cc0
Author: Jared Roesch
AuthorDate: Thu Feb 18 22:49:57 2021 -0800
jroesch commented on pull request #8786:
URL: https://github.com/apache/tvm/pull/8786#issuecomment-901282649
@leandron this hasn't actually tested that the image works on master, we
need to wait on a `ci-staging` push before merging correct?
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jroesch commented on issue #8782:
URL: https://github.com/apache/tvm/issues/8782#issuecomment-901282048
@leandron its currently uploading to dockerhub
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tqchen commented on a change in pull request #8768:
URL: https://github.com/apache/tvm/pull/8768#discussion_r691438829
##
File path: include/tvm/ir/type.h
##
@@ -164,10 +164,17 @@ class PointerTypeNode : public TypeNode {
}
bool SEqualReduce(const PointerTypeNode*
leandron opened a new pull request #8786:
URL: https://github.com/apache/tvm/pull/8786
* This includes changes up to commit 1a95f9bd0.
* Tracking issue is https://github.com/apache/tvm/issues/8782
**Important: there is some ongoing pre-work being done by @jroesch before
this can
comaniac commented on a change in pull request #8785:
URL: https://github.com/apache/tvm/pull/8785#discussion_r691420715
##
File path: python/tvm/topi/cuda/batch_matmul.py
##
@@ -258,11 +260,20 @@ def batch_matmul_int8(cfg, x, y, out_shape=None,
out_dtype=None):
denise-k commented on pull request #8784:
URL: https://github.com/apache/tvm/pull/8784#issuecomment-901266341
@Lunderberg thanks for opening this PR. In my opinion, it's an overall net
positive to have the Vulkan tests in CI. However, until we have good data on
how much run time Vulkan
junrushao1994 commented on pull request #8704:
URL: https://github.com/apache/tvm/pull/8704#issuecomment-900416980
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tkonolige commented on pull request #8770:
URL: https://github.com/apache/tvm/pull/8770#issuecomment-900478536
I believe the correct way to do this is
[`os.makedirs`](https://docs.python.org/3/library/os.html#os.makedirs) with
`exist_ok=True`.
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leandron commented on issue #8783:
URL: https://github.com/apache/tvm/issues/8783#issuecomment-901008313
Hi @bhahn221. I had a look into this issue and it seems like some similar
issues we've seen in past with `tvmc compile --target=c`.
Based on the error message, it looks like we
manupa-arm commented on pull request #22:
URL: https://github.com/apache/tvm-rfcs/pull/22#issuecomment-900469754
cc : @tqchen @junrushao1994 @jroesch @areusch
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mikepapadim commented on a change in pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#discussion_r691167727
##
File path: src/relay/backend/compile_engine.cc
##
@@ -1,338 +0,0 @@
-/*
- * Licensed to the Apache Software Foundation (ASF) under one
- * or more
huanmei9 edited a comment on pull request #8770:
URL: https://github.com/apache/tvm/pull/8770#issuecomment-900758591
Hi @tkonolige @junrushao1994 .
Thanks for your suggestions, I have changed the code according to your
suggestions.
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Mousius commented on issue #8783:
URL: https://github.com/apache/tvm/issues/8783#issuecomment-901006833
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