manupa-arm commented on pull request #8806:
URL: https://github.com/apache/tvm/pull/8806#issuecomment-919814669
Hi All,
In order to unblock reviews for the rest of the PRs (4/6 --> 6/6), we are
committing to address the comments in P3a as mentioned here :
https://github.com/apache/t
Mousius commented on a change in pull request #8423:
URL: https://github.com/apache/tvm/pull/8423#discussion_r708977951
##
File path: src/relay/backend/te_compiler.cc
##
@@ -383,10 +384,9 @@ class LowerTensorExprMutator : public ExprMutator {
* \brief Returns the primitive
mikepapadim commented on pull request #8757:
URL: https://github.com/apache/tvm/pull/8757#issuecomment-919864662
> @mikepapadim any update here?
Need to give it a go through CI. I ll update accordingly.
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mikepapadim commented on pull request #8757:
URL: https://github.com/apache/tvm/pull/8757#issuecomment-919911520
Let's wait for the CI, but now with the post-action per stage, test results
should always be registerd.
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leandron merged pull request #8806:
URL: https://github.com/apache/tvm/pull/8806
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leandron commented on pull request #8806:
URL: https://github.com/apache/tvm/pull/8806#issuecomment-919925689
Thanks @manupa-arm @mbaret @areusch @jroesch @mbs-octoml, this is merged now.
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leandron pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 34570f2 [Onnx] Add Adam (#9002)
add 354019d [3/6] Arm(R) Ethos(TM)-U NPU TIR compiler with conv2d support
(#8806
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 cont
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 354019d [3/6] Arm(R) Ethos(TM)-U NPU TIR compiler with conv2d support
(#8806)
add f350ea6 [Torch] Add an option to
masahi merged pull request #9015:
URL: https://github.com/apache/tvm/pull/9015
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masahi closed issue #8994:
URL: https://github.com/apache/tvm/issues/8994
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masahi merged pull request #9014:
URL: https://github.com/apache/tvm/pull/9014
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masahi merged pull request #9011:
URL: https://github.com/apache/tvm/pull/9011
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from f350ea6 [Torch] Add an option to make imported models compatible with
the Relay text parser (#9015)
add 39abead di
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 39abead disable cuda int8 schedule for non-cuda gpu target (#9014)
add dd7d830 [Hexagon] `llvm-options` attribute i
masahi commented on a change in pull request #8985:
URL: https://github.com/apache/tvm/pull/8985#discussion_r709112076
##
File path: python/tvm/relay/op/strategy/cuda.py
##
@@ -1210,3 +1210,16 @@ def invert_permutation_strategy_cuda(attrs, inputs,
out_type, target):
n
masahi merged pull request #8702:
URL: https://github.com/apache/tvm/pull/8702
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from dd7d830 [Hexagon] `llvm-options` attribute is an array of strings
(#9011)
add 9bc4dc0 [Runtime] Pipeline Executor
masahi commented on pull request #8702:
URL: https://github.com/apache/tvm/pull/8702#issuecomment-919956408
thanks @huajsj @comaniac
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masahi commented on a change in pull request #8985:
URL: https://github.com/apache/tvm/pull/8985#discussion_r709112076
##
File path: python/tvm/relay/op/strategy/cuda.py
##
@@ -1210,3 +1210,16 @@ def invert_permutation_strategy_cuda(attrs, inputs,
out_type, target):
n
t-vi commented on pull request #7401:
URL: https://github.com/apache/tvm/pull/7401#issuecomment-919961143
So I have been mulling over the best granularity / approach. Currently I'm
taking TorchScript functions / graphs as the unit I'm working with. An
alternative could be to move to the Py
wrongtest opened a new pull request #9016:
URL: https://github.com/apache/tvm/pull/9016
This PR add two helper class for tir expression pattern match.
- `PVarWithType` works same as `PVar` with dtype match
- `PVecType` represent a wildcard vec type placeholder same as
`PVar`, but
masahi commented on pull request #7401:
URL: https://github.com/apache/tvm/pull/7401#issuecomment-919993664
I was going to suggest using `MergeCompilerRegions`, but I saw you already
using it. So I like your current approach. Sending many small functions to
torch sounds like a non-trivial
mikepapadim removed a comment on pull request #8775:
URL: https://github.com/apache/tvm/pull/8775#issuecomment-918100600
What needs to be done for this one?
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leandron commented on a change in pull request #8992:
URL: https://github.com/apache/tvm/pull/8992#discussion_r709184555
##
File path: docker/install/ubuntu_install_vitis_ai_packages_ci.sh
##
@@ -6,9 +6,9 @@
# to you under the Apache License, Version 2.0 (the
# "License"); yo
xiebaiyuan commented on pull request #32:
URL: https://github.com/apache/tvm-rfcs/pull/32#issuecomment-920027826
@tqchen We've thought it over in recent days, and will use websocket to
transfer intermediate products. The rfc will be updated in a few days.
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Mousius commented on a change in pull request #8423:
URL: https://github.com/apache/tvm/pull/8423#discussion_r709203128
##
File path: src/relay/backend/contrib/example_target_hooks/relay_to_tir.cc
##
@@ -0,0 +1,131 @@
+
+/*
+ * Licensed to the Apache Software Foundation (ASF) u
gromero commented on pull request #33:
URL: https://github.com/apache/tvm-rfcs/pull/33#issuecomment-920051153
Thanks a lot for the review @leandron
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areusch commented on a change in pull request #9005:
URL: https://github.com/apache/tvm/pull/9005#discussion_r709246155
##
File path: python/setup.py
##
@@ -206,4 +222,10 @@ def get_package_data_files():
os.remove("MANIFEST.in")
for path in LIB_LIST:
_, libna
quic-sanirudh opened a new pull request #9017:
URL: https://github.com/apache/tvm/pull/9017
This PR implements com.microsoft.QLinearAveragePool and
com.microsoft.QLinearGlobalAveragePool.
QLinearAveragePool is implemented as (dequantize -> float op -> quantize)
according to its defi
leandron commented on a change in pull request #9005:
URL: https://github.com/apache/tvm/pull/9005#discussion_r709248414
##
File path: python/setup.py
##
@@ -206,4 +222,10 @@ def get_package_data_files():
os.remove("MANIFEST.in")
for path in LIB_LIST:
_, libn
Mousius commented on a change in pull request #33:
URL: https://github.com/apache/tvm-rfcs/pull/33#discussion_r709242480
##
File path: rfcs/0020-project_api_extend_metadata.md
##
@@ -0,0 +1,252 @@
+- Feature Name: project_api_extend_metadata
+- Start Date: 2021-09-09
+- RFC PR:
mehrdadh opened a new pull request #9018:
URL: https://github.com/apache/tvm/pull/9018
This PR:
- fixes timeout value for zephyr test for physical hardware
- follow up cleanup to address comments on #9003
- fix a doc issue on microtvm autotune tutorial
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mbs-octoml commented on a change in pull request #8423:
URL: https://github.com/apache/tvm/pull/8423#discussion_r709299078
##
File path: src/relay/backend/contrib/example_target_hooks/relay_to_tir.cc
##
@@ -0,0 +1,131 @@
+
+/*
+ * Licensed to the Apache Software Foundation (ASF
tmoreau89 merged pull request #9010:
URL: https://github.com/apache/tvm/pull/9010
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tmoreau89 commented on pull request #9010:
URL: https://github.com/apache/tvm/pull/9010#issuecomment-920128985
Thank you @kparzysz-quic - the PR has been merged
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moreau pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 9bc4dc0 [Runtime] Pipeline Executor Initial patch. (#8702)
add 57386a2 [Hexagon] Treat floats as float32 when passi
mbs-octoml commented on issue #9013:
URL: https://github.com/apache/tvm/issues/9013#issuecomment-920129733
@electriclilies Lily, in your spelunking through build did you see any
obvious global compile engine caching?
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mikepapadim commented on pull request #8974:
URL: https://github.com/apache/tvm/pull/8974#issuecomment-920153719
Thanks for the feedback. I think now is good to go.
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tmoreau89 commented on pull request #9017:
URL: https://github.com/apache/tvm/pull/9017#issuecomment-920161820
CC @anwang2009 @mbrookhart @AndrewZhaoLuo
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kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709342341
##
File path: src/runtime/hexagon/launcher/README.md
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+# Hexagon Graph Launcher
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tmoreau89 commented on issue #8838:
URL: https://github.com/apache/tvm/issues/8838#issuecomment-920163025
Linking: https://github.com/apache/tvm/pull/9017 - thanks @quic-sanirudh !
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kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709343747
##
File path: src/runtime/hexagon/launcher/README.md
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Review comment:
kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r70936
##
File path: src/runtime/hexagon/launcher/README.md
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+## Compilation
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kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709350537
##
File path: src/runtime/hexagon/launcher/README.md
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gilles-reservoir commented on issue #8994:
URL: https://github.com/apache/tvm/issues/8994#issuecomment-920177473
Thanks so much!
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Mousius commented on a change in pull request #8974:
URL: https://github.com/apache/tvm/pull/8974#discussion_r709368833
##
File path: src/relay/backend/aot_executor_codegen.cc
##
@@ -583,8 +583,16 @@ class AOTExecutorCodegen : public MixedModeVisitor {
// performing the pr
mbrookhart commented on pull request #8274:
URL: https://github.com/apache/tvm/pull/8274#issuecomment-920192241
Hi @manupa-arm I think we have some conflict between what the VM needs to
run on CPU and what microprocessors need. Can we talk about this on the issues
@zhanghaohit created #897
anwang2009 commented on a change in pull request #8985:
URL: https://github.com/apache/tvm/pull/8985#discussion_r709375343
##
File path: python/tvm/relay/op/strategy/cuda.py
##
@@ -1210,3 +1210,16 @@ def invert_permutation_strategy_cuda(attrs, inputs,
out_type, target):
comaniac commented on issue #8596:
URL: https://github.com/apache/tvm/issues/8596#issuecomment-920216448
@huajsj please update this issue with a PR checklist. Please link all future
PRs to this issue for better progress tracking.
You can refer to other RFC issues like #8473
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manupa-arm commented on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920219633
Thanks for flagging this!
IIUC,
This is problematic for micro because now the constant sized allocates are
forced to be placed on stack (bypassing TVMPlatformAllocate abs
manupa-arm edited a comment on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920219633
Thanks for flagging this!
IIUC,
This is problematic for micro because now the constant sized allocates are
forced to be placed on stack (bypassing TVMPlatformAlloc
manupa-arm edited a comment on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920219633
Thanks for flagging this!
IIUC,
This is problematic for micro because now the constant sized allocates are
forced to be placed on stack (bypassing TVMPlatformAlloc
manupa-arm edited a comment on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920219633
Thanks for flagging this! and following up from #8274
IIUC,
This is problematic for micro because now the constant sized allocates are
forced to be placed on stac
manupa-arm edited a comment on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920219633
Thanks for flagging this! and following up from #8274
IIUC,
This is problematic for micro because now the constant sized allocates are
forced to be placed on stac
areusch commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709406621
##
File path: tests/micro/zephyr/test_zephyr_armv7m.py
##
@@ -0,0 +1,293 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contribut
jroesch commented on pull request #8974:
URL: https://github.com/apache/tvm/pull/8974#issuecomment-920225987
@mikepapadim can you follow up on @Mousius's request in a follow up PR,
going to land so we can keep the queue clean and should be easy to send small
followup.
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jroesch merged pull request #8974:
URL: https://github.com/apache/tvm/pull/8974
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jroesch pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 57386a2 [Hexagon] Treat floats as float32 when passing args to
offloaded kernels (#9010)
add 98ecefb [Relay] Remo
manupa-arm commented on pull request #9005:
URL: https://github.com/apache/tvm/pull/9005#issuecomment-920228506
@areusch Shall we merge this ?
I think we agree that this step is required eitherway.
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AndrewZhaoLuo commented on a change in pull request #9017:
URL: https://github.com/apache/tvm/pull/9017#discussion_r709416154
##
File path: python/tvm/relay/frontend/onnx.py
##
@@ -654,6 +676,40 @@ def _impl_v1(cls, inputs, attr, params):
)
+class QLinearGlobalAver
vinx13 commented on pull request #8983:
URL: https://github.com/apache/tvm/pull/8983#issuecomment-920236818
There are some flaky tests on CI, could you push again to retrigger CI?
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areusch commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709432323
##
File path: apps/microtvm/reference-vm/zephyr/base-box/base_box_test.sh
##
@@ -37,3 +37,5 @@ if [ $board == "stm32f746xx" ]; then
else
pytest tests/mi
jroesch commented on pull request #9005:
URL: https://github.com/apache/tvm/pull/9005#issuecomment-920244206
@manupa-arm I agree we can land but might be worth revisiting, from my
perspective library should only point to `.so`, `.dylib`, and so on. I think it
would be good to at minimum to
areusch commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709435990
##
File path: tests/micro/zephyr/test_zephyr_armv7m.py
##
@@ -0,0 +1,293 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contribut
jroesch merged pull request #9005:
URL: https://github.com/apache/tvm/pull/9005
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jroesch pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 98ecefb [Relay] Remove memory planing from LowerTEPass (#8974)
add 2aebd33 Add standalone_crt/ to be part of the
jroesch commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709441749
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Get c
csullivan commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709380322
##
File path: src/runtime/hexagon/launcher/README.md
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+# Hexagon Graph Launcher
+
+## Compilation
+
+The
manupa-arm commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709445247
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709450729
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kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709457724
##
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mehrdadh commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709458696
##
File path: tests/micro/zephyr/test_zephyr_armv7m.py
##
@@ -0,0 +1,293 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contribu
kparzysz-quic commented on a change in pull request #8986:
URL: https://github.com/apache/tvm/pull/8986#discussion_r709459893
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manupa-arm commented on issue #8978:
URL: https://github.com/apache/tvm/issues/8978#issuecomment-920268526
Also for some reason, if we really need the tir.allocate to be translated
down to as a stack placement, we should probably make the tir.allocate with
storage_scope = "local" to PrimFu
manupa-arm commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709445247
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
manupa-arm commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709445247
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
manupa-arm commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709445247
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
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comaniac pushed a change to branch comaniac-patch-1
in repository https://gitbox.apache.org/repos/asf/tvm.git.
at afb3c28 [Community] @AndrewZhaoLuo -> Reviewer
This branch includes the following new commits:
new a
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comaniac pushed a commit to branch comaniac-patch-1
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit afb3c289a6ee1c74d6d850248e168bc6c04c051b
Author: Cody Yu
AuthorDate: Wed Sep 15 11:42:57 2021 -0700
[Commu
comaniac opened a new pull request #9020:
URL: https://github.com/apache/tvm/pull/9020
Please join us to welcome @AndrewZhaoLuo as a new reviewer to TVM. Andrew
has mainly contributed to automatic mixed precision (AMP) support and ONNX
frontend improvements.
- [Commits
History](htt
icemelon opened a new pull request #9021:
URL: https://github.com/apache/tvm/pull/9021
It's a follow-up update for #8957. In previous PR, I forgot to other pooling
schedule in cuda and x86.
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icemelon commented on pull request #9021:
URL: https://github.com/apache/tvm/pull/9021#issuecomment-920295600
cc @comaniac @junrushao1994
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huajsj commented on a change in pull request #9012:
URL: https://github.com/apache/tvm/pull/9012#discussion_r709444137
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File path: include/tvm/runtime/logging.h
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@@ -395,10 +399,13 @@ class LogMessageVoidify {
inline bool DebugLoggingEnabled() {
static int state = 0;
AndrewZhaoLuo commented on pull request #8971:
URL: https://github.com/apache/tvm/pull/8971#issuecomment-920304017
Ok folks, I've removed the controversial changes and did an alternate work
around. PTAL when you have time.
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areusch commented on a change in pull request #8423:
URL: https://github.com/apache/tvm/pull/8423#discussion_r709518464
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File path: cmake/modules/contrib/ExampleTargetHooks.cmake
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@@ -0,0 +1,19 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
areusch commented on a change in pull request #8423:
URL: https://github.com/apache/tvm/pull/8423#discussion_r709518575
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File path: cmake/modules/contrib/ExampleTargetHooks.cmake
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@@ -0,0 +1,19 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more cont
sergey-grovety commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709527891
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File path: apps/microtvm/reference-vm/zephyr/base-box/base_box_test.sh
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@@ -37,3 +37,5 @@ if [ $board == "stm32f746xx" ]; then
else
pytest t
mbs-octoml opened a new issue #9022:
URL: https://github.com/apache/tvm/issues/9022
https://github.com/apache/tvm/blob/2aebd3335d89bb32d330b0f851ddaf2d551fc56e/src/tir/transforms/lower_tvm_builtin.cc#L115
This particular code has a complex history but the upshot is we need finer
gra
sergey-grovety commented on a change in pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#discussion_r709531309
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File path: tests/micro/zephyr/test_zephyr_armv7m.py
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@@ -0,0 +1,293 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more co
mbs-octoml commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709531817
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File path: src/tir/transforms/lower_tvm_builtin.cc
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@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
sergey-grovety commented on pull request #8990:
URL: https://github.com/apache/tvm/pull/8990#issuecomment-920335684
> for the test image maybe you could reuse this image:
https://github.com/apache/tvm/blob/main/tests/micro/testdata/mnist/digit-2.jpg
Yes, sure.
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mbs-octoml commented on a change in pull request #8849:
URL: https://github.com/apache/tvm/pull/8849#discussion_r709531817
##
File path: src/tir/transforms/lower_tvm_builtin.cc
##
@@ -113,16 +113,6 @@ class BuiltinLower : public StmtExprMutator {
op = stmt.as();
// Ge
masahi commented on a change in pull request #8985:
URL: https://github.com/apache/tvm/pull/8985#discussion_r709533999
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File path: python/tvm/relay/op/strategy/cuda.py
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@@ -1210,3 +1210,16 @@ def invert_permutation_strategy_cuda(attrs, inputs,
out_type, target):
n
masahi merged pull request #8985:
URL: https://github.com/apache/tvm/pull/8985
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masahi pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git.
from 2aebd33 Add standalone_crt/ to be part of the wheel package, when
available. (#9005)
add e44f6c0 [ONNX] Add Einsum
masahi commented on pull request #8985:
URL: https://github.com/apache/tvm/pull/8985#issuecomment-920338681
Thanks @anwang2009 @AndrewZhaoLuo @mbrookhart @junrushao1994
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mbs-octoml commented on a change in pull request #9012:
URL: https://github.com/apache/tvm/pull/9012#discussion_r709537186
##
File path: CMakeLists.txt
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@@ -575,7 +575,7 @@ endif()
# Create the `cpptest` target if we can find GTest. If not, we create dummy
# targets that g
mbs-octoml commented on a change in pull request #9012:
URL: https://github.com/apache/tvm/pull/9012#discussion_r709537682
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File path: include/tvm/runtime/logging.h
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@@ -129,8 +132,9 @@
* a = ...
* b = ...
* // if quit_on_assertion is true, if a==b, continue, ot
areusch commented on a change in pull request #8960:
URL: https://github.com/apache/tvm/pull/8960#discussion_r709528557
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File path: tests/python/contrib/test_hexagon/test_conv2d_blocked.py
##
@@ -0,0 +1,473 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# o
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