zxybazh commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374403257
Yes I can see the same warning `CUDA driver initialization failed, you might
not have a CUDA gpu.` I can also get `torch.cuda.is_available()` returning
`True` for me. When using your s
vinx13 commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374399720
@masahi i actually got the same warning but it runs well. I’m using PyTorch
built from source
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junrushao commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374393643
That could be very likely the cause, and that's why we usually carefully
isolate PyTorch in a separate process to avoid such problems in MetaSchedule
experiments.
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junrushao pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
new bd37515cfb [Tests] Replace pytest.main with tvm.test
junrushao merged PR #13717:
URL: https://github.com/apache/tvm/pull/13717
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new 875296c762 [TVMScript] Linter-friendly function defi
junrushao merged PR #13713:
URL: https://github.com/apache/tvm/pull/13713
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junrushao commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063957932
##
include/tvm/script/printer/printer.h:
##
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreemen
Hzfengsy commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063957422
##
include/tvm/script/printer/printer.h:
##
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreement
junrushao commented on PR #13713:
URL: https://github.com/apache/tvm/pull/13713#issuecomment-1374385302
Thanks for the PR! I will verify it myself before approving :-)
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junrushao commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063956609
##
src/script/printer/doc_printer/python_doc_printer.cc:
##
@@ -294,7 +295,11 @@ void PythonDocPrinter::PrintTypedDoc(const LiteralDoc&
doc) {
} else if (const auto
junrushao commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063956581
##
include/tvm/script/printer/printer.h:
##
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreemen
junrushao commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063956422
##
tests/scripts/task_mypy.sh:
##
@@ -32,9 +32,6 @@ mypy --check-untyped-defs python/tvm/tir/analysis/
echo "Checking MyPy Type defs in the transform package."
mypy
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masahi pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
new 843310b03c [Fix,AutoScheduler] Handle 0-dim buffers in
masahi merged PR #13718:
URL: https://github.com/apache/tvm/pull/13718
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masahi commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374381932
It seems the error happens before or at the very start of `run` - I added a
debug print to see at which kernel this error is raised, but nothing is logged
before the error is emitted.
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github-bot pushed a change to branch nightly
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from 21d7968b61 [microTVM] Fix MacOS build with USE_MICRO=ON (#13711)
add 123f1f5e2c [tir] Add line level debug info
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new 088bc118c7 [TIR] Fix dtype mismatch error due to LetStm
masahi merged PR #13710:
URL: https://github.com/apache/tvm/pull/13710
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Hzfengsy commented on code in PR #13593:
URL: https://github.com/apache/tvm/pull/13593#discussion_r1063948765
##
include/tvm/script/printer/printer.h:
##
@@ -0,0 +1,82 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agreement
Lunderberg commented on PR #13708:
URL: https://github.com/apache/tvm/pull/13708#issuecomment-1374370669
The latest change to the simplification caused more breakages than I think
it is worth. Closing this PR in favor of
https://github.com/apache/tvm/pull/13724, which has a more limited sc
Lunderberg closed pull request #13708: [Arith] Simplify to positive numerators
in floordiv/floormod
URL: https://github.com/apache/tvm/pull/13708
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tvm-bot commented on PR #13724:
URL: https://github.com/apache/tvm/pull/13724#issuecomment-1374370525
Thanks for contributing to TVM! Please refer to the contributing guidelines
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Lunderberg opened a new pull request, #13724:
URL: https://github.com/apache/tvm/pull/13724
Negative numerators to modulo/remainder operations are not supported by the
Vulkan API. While the SPIR-V instructions
[`OpSRem`](https://registry.khronos.org/SPIR-V/specs/unified1/SPIRV.html#OpSR
junrushao commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374344623
Can we try:
```diff
- module.run()
- return module.get_output(0).numpy()
+ module.run()
+ result = module.get_output(0).numpy()
+ del module
+ return result
mehrdadh opened a new pull request, #13723:
URL: https://github.com/apache/tvm/pull/13723
This PR adds serial number to flash command (nrfjprog) to fix cases where
multiple devices are available.
cc @gromero
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mehrdadh pushed a commit to branch micro/fix_nrf_flash
in repository https://gitbox.apache.org/repos/asf/tvm.git
commit 1881fd55c10784e5e47ef4dfa1507e456a258386
Author: Mehrdad Hessar
AuthorDate: Fri Jan 6 16:42:51 2023 -0800
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mehrdadh pushed a change to branch micro/fix_nrf_flash
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discard 37c11f8cfe Fix NRF find serial
new 1881fd55c1 Fix NRF find serial
This update added new revisions af
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areusch pushed a commit to branch main
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new 30abbe9832 [docs] Add "Open with Colab" button to docu
areusch merged PR #13627:
URL: https://github.com/apache/tvm/pull/13627
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areusch commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1060859591
##
gallery/how_to/compile_models/from_coreml.py:
##
@@ -23,13 +23,12 @@
This article is an introductory tutorial to deploy CoreML models with Relay.
-For us to begin
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mehrdadh pushed a change to branch micro/fix_nrf_flash
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discard 4370c4c0df Fix
omit 16ebf61c1e cleanup
omit a6bc1719dd Update nrfjprog script and LLVM script
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mehrdadh pushed a commit to branch micro/fix_nrf_flash
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commit 37c11f8cfe5c35c3578cbda680628b83398d3880
Author: Mehrdad Hessar
AuthorDate: Fri Jan 6 16:42:51 2023 -0800
tvm-bot commented on PR #13722:
URL: https://github.com/apache/tvm/pull/13722#issuecomment-1374333740
Thanks for contributing to TVM! Please refer to the contributing guidelines
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mehrdadh opened a new pull request, #13722:
URL: https://github.com/apache/tvm/pull/13722
This PR updates nrfjprog to latest (10.18.1) to fix issues related to
running microTVM tests inside docker. The main issue was that with older
version commands like `nrfjprog --com` was not working eve
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mehrdadh pushed a change to branch ci/update_cortexm_ubuntu20
in repository https://gitbox.apache.org/repos/asf/tvm.git
from a6bc1719dd Update nrfjprog script and LLVM script
add 16ebf61c1e cleanup
No new revisions wer
nverke closed pull request #13446: [MetaSchedule] Add MultiLevelTilingHexagon
to create simple schedules…
URL: https://github.com/apache/tvm/pull/13446
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nverke opened a new pull request, #13721:
URL: https://github.com/apache/tvm/pull/13721
…c pipelines that utilize DMA
This will create schedules that utilize async dma pipelines on hexagon.
Currently this has some limitations due to the need to have dma lowering be
contiguous memory
tvm-bot commented on PR #13721:
URL: https://github.com/apache/tvm/pull/13721#issuecomment-1374326585
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tvm-bot commented on PR #13720:
URL: https://github.com/apache/tvm/pull/13720#issuecomment-1374318961
Thanks for contributing to TVM! Please refer to the contributing guidelines
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nverke opened a new pull request, #13720:
URL: https://github.com/apache/tvm/pull/13720
…ove schedules that use async strided mem copies.
This is used to remove all of the schedules that would be created by MS that
would violate the contiguous requirement of async DMA copies on hexago
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mehrdadh pushed a change to branch main
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from 123f1f5e2c [tir] Add line level debug info (#13012)
add 52d8485e48 [microTVM][Zephyr]Add project files for mlperftin
mehrdadh merged PR #13690:
URL: https://github.com/apache/tvm/pull/13690
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mehrdadh pushed a commit to branch micro/fix_nrf_flash
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commit 4370c4c0df205b4177bfedce60a0fce75eef95be
Author: Mehrdad Hessar
AuthorDate: Fri Jan 6 16:42:51 2023 -0800
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mehrdadh pushed a commit to branch micro/fix_nrf_flash
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commit 16ebf61c1e619861292c6d842f8b41a34d726c98
Author: Mehrdad Hessar
AuthorDate: Fri Jan 6 15:06:20 2023 -0800
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mehrdadh pushed a change to branch micro/fix_nrf_flash
in repository https://gitbox.apache.org/repos/asf/tvm.git
at 4370c4c0df Fix
This branch includes the following new commits:
new 16ebf61c1e cleanup
new 4370
masahi commented on code in PR #13450:
URL: https://github.com/apache/tvm/pull/13450#discussion_r1063893354
##
src/relay/collage/custom_cost_estimator.cc:
##
@@ -0,0 +1,60 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one
+ * or more contributor license agree
masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063891653
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
mkatanbaf commented on code in PR #13514:
URL: https://github.com/apache/tvm/pull/13514#discussion_r1063873670
##
python/tvm/contrib/micro/meta_schedule/test_autotune_ms.py:
##
@@ -0,0 +1,181 @@
+# Licensed to the Apache Software Foundation (ASF) under one
Review Comment:
do
mkatanbaf commented on code in PR #13514:
URL: https://github.com/apache/tvm/pull/13514#discussion_r1063873557
##
python/tvm/contrib/micro/meta_schedule/test_autotune_ms.py:
##
@@ -0,0 +1,181 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor
Mousius commented on PR #13706:
URL: https://github.com/apache/tvm/pull/13706#issuecomment-1374245307
@tvm-bot rerun
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tvm-bot commented on PR #13719:
URL: https://github.com/apache/tvm/pull/13719#issuecomment-1374243803
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nverke opened a new pull request, #13719:
URL: https://github.com/apache/tvm/pull/13719
Added some intrins for user dma on hexagon.
@adstraw
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tvm-bot commented on PR #13718:
URL: https://github.com/apache/tvm/pull/13718#issuecomment-1374237307
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tkonolige opened a new pull request, #13718:
URL: https://github.com/apache/tvm/pull/13718
0-dim buffers get lowered to a 0-dim buffer and a 1-dim buffer decl. We
explicitly check for this case and return a stride of 1.
@merrymercy @vinx13
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mehrdadh pushed a commit to branch ci/update_cortexm_ubuntu20
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commit a6bc1719dd93e828b08b48e4552191fc3a207076
Author: Mehrdad Hessar
AuthorDate: Fri Jan 6 15:02:23 2023 -
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mehrdadh pushed a change to branch ci/update_cortexm_ubuntu20
in repository https://gitbox.apache.org/repos/asf/tvm.git
at a6bc1719dd Update nrfjprog script and LLVM script
This branch includes the following new commits:
Mousius commented on PR #13717:
URL: https://github.com/apache/tvm/pull/13717#issuecomment-1374229958
As promised @mehrdadh 😸 I'm fairly sure this is going to fail with some
`undefined tvm`. Out of interest do we know why we don't encourage people
running tests directly using the `pytest`
tvm-bot commented on PR #13717:
URL: https://github.com/apache/tvm/pull/13717#issuecomment-1374228814
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Mousius opened a new pull request, #13717:
URL: https://github.com/apache/tvm/pull/13717
This ensures that if you want to run a specific test script then at least
it's reasonably consistent and as people copy test files they'll use the new
function :smile_cat:
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Mousius commented on code in PR #13704:
URL: https://github.com/apache/tvm/pull/13704#discussion_r1063854160
##
tests/python/unittest/test_micro_model_library_format.py:
##
@@ -632,5 +632,89 @@ def test_multiple_relay_modules_aot_graph():
assert metadata["version"] == _GENE
mehrdadh commented on code in PR #13704:
URL: https://github.com/apache/tvm/pull/13704#discussion_r1063849396
##
tests/python/unittest/test_micro_model_library_format.py:
##
@@ -632,5 +632,89 @@ def test_multiple_relay_modules_aot_graph():
assert metadata["version"] == _GEN
masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063847366
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
vinx13 commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063845468
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
tkonolige commented on issue #10317:
URL: https://github.com/apache/tvm/issues/10317#issuecomment-1374196548
roofline @tkonolige
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tvm-bot commented on PR #13716:
URL: https://github.com/apache/tvm/pull/13716#issuecomment-1374195734
Thanks for contributing to TVM! Please refer to the contributing guidelines
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masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063844872
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
tkonolige opened a new pull request, #13716:
URL: https://github.com/apache/tvm/pull/13716
In the switch to multiple possible peakflops measurement, the logic to add
all of them was skipped. Instead only the last was added.
@AndrewZhaoLuo
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masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063842929
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063842517
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
vinx13 commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063841351
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
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kparzysz pushed a change to branch main
in repository https://gitbox.apache.org/repos/asf/tvm.git
from 21d7968b61 [microTVM] Fix MacOS build with USE_MICRO=ON (#13711)
add 123f1f5e2c [tir] Add line level debug info (#13
kparzysz-quic merged PR #13012:
URL: https://github.com/apache/tvm/pull/13012
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masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r106383
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
masahi commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063815756
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063794348
##
gallery/how_to/work_with_microtvm/install_zephyr.rst:
##
@@ -0,0 +1,34 @@
+Install the Prerequisites
+
+
+.. code-block:: bash
Review
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063793894
##
gallery/how_to/work_with_microtvm/micro_train.py:
##
@@ -71,7 +60,7 @@
#
# .. code-block:: bash
#
-# %%bash
+# %%shell
Review Comment:
I've adde
Mousius commented on PR #13704:
URL: https://github.com/apache/tvm/pull/13704#issuecomment-1374120637
@tvm-bot rerun
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guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063765019
##
gallery/how_to/work_with_microtvm/micro_aot.py:
##
@@ -30,16 +30,40 @@
or on Zephyr platform on a microcontroller/board supported by Zephyr.
"""
+#
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063760366
##
gallery/how_to/work_with_microtvm/install_dependencies.rst:
##
@@ -0,0 +1,33 @@
+.. Licensed to the Apache Software Foundation (ASF) under one
+or more contributo
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063759973
##
gallery/how_to/work_with_microtvm/micro_tflite.py:
##
@@ -26,109 +26,36 @@
"""
##
-# .. note::
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063756803
##
gallery/how_to/work_with_microtvm/micro_aot.py:
##
@@ -139,6 +162,12 @@
"board": BOARD,
"serial_number": SERIAL,
"config_main_stack_size": 4
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063753264
##
docs/conf.py:
##
@@ -84,6 +86,148 @@ def git_describe_version(original_version):
version = git_describe_version(tvm.__version__)
release = version
+
+def monkey_pa
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063753264
##
docs/conf.py:
##
@@ -84,6 +86,148 @@ def git_describe_version(original_version):
version = git_describe_version(tvm.__version__)
release = version
+
+def monkey_pa
guberti commented on code in PR #13627:
URL: https://github.com/apache/tvm/pull/13627#discussion_r1063747387
##
apps/microtvm/pyproject.toml:
##
@@ -98,22 +95,23 @@ onnxoptimizer = { version = "==0.2.6", optional = true }
onnxruntime = { version = "==1.9.0", optional = true }
vinx13 commented on issue #13639:
URL: https://github.com/apache/tvm/issues/13639#issuecomment-1374047527
I also passed test on CUDA 12.0 (I updated target to rtx-3070 on my machine)
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areusch commented on PR #13012:
URL: https://github.com/apache/tvm/pull/13012#issuecomment-1374024135
@tvm-bot rerun
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ashutosh-arm commented on issue #13715:
URL: https://github.com/apache/tvm/issues/13715#issuecomment-1374009403
cc @Mousius Can you please take a look at the issue and add any additional
concerns here?
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ashutosh-arm opened a new issue, #13715:
URL: https://github.com/apache/tvm/issues/13715
Fix
https://github.com/apache/tvm/commit/9af76f061893cc609c3586567a21220426653b86
that's part of https://github.com/apache/tvm/pull/13363 removes CMSIS-NN
dependencies from mprofile schedules, instruct
Mousius commented on PR #13714:
URL: https://github.com/apache/tvm/pull/13714#issuecomment-1374000368
@gigiblender I just noticed that the minimal build appeared in a bunch of
PRs and has failed without any Jenkins link - example
https://github.com/apache/tvm/pull/13706
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Mousius commented on PR #13363:
URL: https://github.com/apache/tvm/pull/13363#issuecomment-1373997208
@mehrdadh I've pushed up a fix for the hanging, it addresses some of the
type punning with`memcpy` :smile_cat: see
https://github.com/apache/tvm/pull/13363/commits/9af76f061893cc609c3586567
vinx13 commented on code in PR #13710:
URL: https://github.com/apache/tvm/pull/13710#discussion_r1063673395
##
src/tir/ir/data_type_rewriter.cc:
##
@@ -107,6 +107,26 @@ Stmt DataTypeLegalizer::VisitStmt_(const AttrStmtNode* op)
{
return StmtExprMutator::VisitStmt_(op);
}
mehrdadh commented on PR #13690:
URL: https://github.com/apache/tvm/pull/13690#issuecomment-1373952690
@tvm-bot rerun
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tqchen commented on PR #96:
URL: https://github.com/apache/tvm-rfcs/pull/96#issuecomment-1373871671
> C is used for a variety of use-cases and is foundational to much of the
software used in larger systems (not only embedded)
I am not denying that fact. Assembly language can also be u
Lunderberg commented on PR #13683:
URL: https://github.com/apache/tvm/pull/13683#issuecomment-1373756385
@tvm-bot rerun
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gigiblender commented on PR #13714:
URL: https://github.com/apache/tvm/pull/13714#issuecomment-1373716431
> @gigiblender is this PR related to why every other PR has suddenly failed
the build?
@Mousius I am not sure I see a correlation --- Could you please share the
build error? I t
Mousius commented on PR #13714:
URL: https://github.com/apache/tvm/pull/13714#issuecomment-1373699430
@gigiblender is this PR related to why every other PR has suddenly failed
the build?
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Mousius commented on PR #96:
URL: https://github.com/apache/tvm-rfcs/pull/96#issuecomment-1373696783
> I also stated reasonings on why the interface_c name was a OK choice under
that the context of C, because C is a language that is mostly used for embedded
space -- rust do not have that sa
tqchen commented on PR #96:
URL: https://github.com/apache/tvm-rfcs/pull/96#issuecomment-1373465521
That particular RFC you were referring to is about C interface and not rust.
I also stated reasonings on why the interface_c name was a OK choice under
that the context of C, because C
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