kaimast opened a new issue #5608:
URL: https://github.com/apache/incubator-tvm/issues/5608
When trying to compile the `test_nn` crate I get the following error.
```
= note: rust-lld: error: undefined symbol: __tvm_module_startup
>>> referenced by syslib.rs:54
masahi commented on issue #4435:
URL: https://github.com/apache/incubator-tvm/issues/4435#issuecomment-629584186
@junrushao1994 Thanks, fixed.
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masahi edited a comment on issue #4435:
URL: https://github.com/apache/incubator-tvm/issues/4435#issuecomment-629576574
#4667, #5321, #5362, #5595 added tutorials for quantization.
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roastduck commented on pull request #5465:
URL: https://github.com/apache/incubator-tvm/pull/5465#issuecomment-629583570
I found that even I disable this transformation when there are loading from
or storing into shared buffers, the thread synchronization problem can still
occur. I will
roastduck closed pull request #5465:
URL: https://github.com/apache/incubator-tvm/pull/5465
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junrushao1994 commented on issue #4435:
URL: https://github.com/apache/incubator-tvm/issues/4435#issuecomment-629583343
@masahi Hey the last link should be #5595, not #5585
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siju-samuel commented on pull request #5098:
URL: https://github.com/apache/incubator-tvm/pull/5098#issuecomment-629578676
Thanks @masahi . I will update.
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masahi commented on issue #4435:
URL: https://github.com/apache/incubator-tvm/issues/4435#issuecomment-629576574
#4667, #5321, #5362, #5585 added tutorials for quantization.
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masahi closed issue #4435:
URL: https://github.com/apache/incubator-tvm/issues/4435
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masahi commented on pull request #5098:
URL: https://github.com/apache/incubator-tvm/pull/5098#issuecomment-629576125
I think we shouldn't introduce this op for the reason I mentioned. If we
want to use this op to convert `global_avg_pool` from frontends, we can define
`global_avg_pool`
tmoreau89 opened a new pull request #5607:
URL: https://github.com/apache/incubator-tvm/pull/5607
A bug was introduced upon the recent refactor of TVM that can only be caught
on hardware runs.
The fix was tested on the Pynq target on the ResNet-18 example.
roastduck opened a new pull request #5606:
URL: https://github.com/apache/incubator-tvm/pull/5606
Fixed a bug introduced in #5498.
#5498 added an extra argument `mask` at the front of the argument list, but
it kept passing `args[0]` to `args[2]` as the arguments, leaving `args[3]`
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426106086
##
File path: tests/scripts/task_python_frontend.sh
##
@@ -26,6 +26,7 @@ export OMP_NUM_THREADS=1
find . -type f -path "*.pyc" | xargs rm
roastduck commented on a change in pull request #5600:
URL: https://github.com/apache/incubator-tvm/pull/5600#discussion_r426104203
##
File path: src/tir/transforms/lower_warp_memory.cc
##
@@ -213,9 +213,13 @@ class WarpAccessRewriter : protected StmtExprMutator {
comaniac opened a new issue #5605:
URL: https://github.com/apache/incubator-tvm/issues/5605
I was trying the new merged pattern language. Specifically, my goal is to
create a function for the matched pattern and rewrite the pattern with a
function call, which is very similar to fusion.
wpan11nv edited a comment on pull request #5600:
URL: https://github.com/apache/incubator-tvm/pull/5600#issuecomment-629561828
Please help review this PR, @tqchen and @roastduck
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wpan11nv commented on pull request #5600:
URL: https://github.com/apache/incubator-tvm/pull/5600#issuecomment-629561828
Please help to review this PR, @tqchen and @roastduck
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kevinthesun commented on issue #5559:
URL: https://github.com/apache/incubator-tvm/issues/5559#issuecomment-629552774
@roastduck Thank you for bringing these up. This pass was tested only for
limited number of cuda conv2d workloads, and not production ready yet. It would
be great if you
kevinthesun commented on pull request #5459:
URL: https://github.com/apache/incubator-tvm/pull/5459#issuecomment-629551840
@icemelon9 Updated
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junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426064998
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
masahi commented on issue #5133:
URL: https://github.com/apache/incubator-tvm/issues/5133#issuecomment-629512175
@megjoshi All ops you requested have been implemented (big thanks to
@siju-samuel ), please try again
This is
zhiics commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426044392
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx * sizeof(ElemType);
masahi closed issue #5133:
URL: https://github.com/apache/incubator-tvm/issues/5133
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tqchen commented on issue #5133:
URL: https://github.com/apache/incubator-tvm/issues/5133#issuecomment-629510089
@masahi shall we close the PR and open new ones since that all the lists are
checked off?
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tqchen commented on pull request #5235:
URL: https://github.com/apache/incubator-tvm/pull/5235#issuecomment-629508897
@hzfan can you followup?
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tqchen commented on pull request #5098:
URL: https://github.com/apache/incubator-tvm/pull/5098#issuecomment-629508473
@siju-samuel @masahi please comment about the status and act or close thie PR
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tqchen closed pull request #5149:
URL: https://github.com/apache/incubator-tvm/pull/5149
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tqchen commented on issue #5602:
URL: https://github.com/apache/incubator-tvm/issues/5602#issuecomment-629507551
Thank you for bringing up the topic, he community uses
https://discuss.tvm.ai/ for technical discussions, please open a new thread
there.
masahi commented on pull request #5604:
URL: https://github.com/apache/incubator-tvm/pull/5604#issuecomment-629507560
Thanks @siju-samuel
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masahi merged pull request #5604:
URL: https://github.com/apache/incubator-tvm/pull/5604
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tqchen closed issue #5602:
URL: https://github.com/apache/incubator-tvm/issues/5602
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masahi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 8755b09 [PYTORCH]ImplicitTensorToNum support added (#5603)
add ce3f73d [PYTORCH]Matmul fix for
tqchen commented on issue #5559:
URL: https://github.com/apache/incubator-tvm/issues/5559#issuecomment-629506961
@kevinthesun it would be great if you can followup
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masahi merged pull request #5603:
URL: https://github.com/apache/incubator-tvm/pull/5603
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tqchen commented on pull request #5508:
URL: https://github.com/apache/incubator-tvm/pull/5508#issuecomment-629506675
@kazum please help manage this PR
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masahi pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from e61e871 Add debug mode to tempdir() (#5581)
add 8755b09 [PYTORCH]ImplicitTensorToNum support added
tqchen commented on pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#issuecomment-629506336
cc @gussmith23 might be related to BYOD
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tqchen commented on pull request #5471:
URL: https://github.com/apache/incubator-tvm/pull/5471#issuecomment-629505919
ping @tmoreau89 @zhanghaohit please followup :)
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tqchen merged pull request #5598:
URL: https://github.com/apache/incubator-tvm/pull/5598
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tqchen commented on pull request #5511:
URL: https://github.com/apache/incubator-tvm/pull/5511#issuecomment-629505570
@kevinthesun please followup
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tqchen merged pull request #5581:
URL: https://github.com/apache/incubator-tvm/pull/5581
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from e7e3c58 Fix TVMArray layout on device (#5599)
add 8d988df [LLVM] Represent alignment information in
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 8d988df [LLVM] Represent alignment information in LLVM IR (#5598)
add e61e871 Add debug mode to
tqchen commented on pull request #5598:
URL: https://github.com/apache/incubator-tvm/pull/5598#issuecomment-629505096
Thanks @kparzysz-quic !
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 1c13ab2 [Reduction] Fix cross thread redunction (#5551)
add e7e3c58 Fix TVMArray layout on device
tqchen merged pull request #5599:
URL: https://github.com/apache/incubator-tvm/pull/5599
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kevinthesun commented on a change in pull request #4312:
URL: https://github.com/apache/incubator-tvm/pull/4312#discussion_r426057603
##
File path: src/relay/op/tensor/transform.cc
##
@@ -1660,93 +1664,171 @@ Array GetIntArray(Array arr) {
// strided_slice
tqchen merged pull request #5551:
URL: https://github.com/apache/incubator-tvm/pull/5551
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tqchen commented on pull request #5551:
URL: https://github.com/apache/incubator-tvm/pull/5551#issuecomment-629498617
THanks @wpan11nv @roastduck !
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from 1b4c100 Pattern Language, Matcher, Rewriter, and Function Paritioner
(#5231)
add 1c13ab2 [Reduction]
wpan11nv commented on pull request #5551:
URL: https://github.com/apache/incubator-tvm/pull/5551#issuecomment-629458348
> LGTM
thanks! ping @tqchen
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tqchen pushed a change to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git.
from de523d3 Add ostream formatters for TargetPtr/TargetVal. (#5592)
add 1b4c100 Pattern Language, Matcher,
tqchen merged pull request #5231:
URL: https://github.com/apache/incubator-tvm/pull/5231
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tqchen commented on pull request #5231:
URL: https://github.com/apache/incubator-tvm/pull/5231#issuecomment-629445467
Thanks @mbrookhart @jroesch @mbaret @masahi @yzhliu !
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tqchen commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426009112
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx * sizeof(ElemType);
kevinthesun commented on a change in pull request #5459:
URL: https://github.com/apache/incubator-tvm/pull/5459#discussion_r426006989
##
File path: src/relay/op/tensor/transform.cc
##
@@ -47,6 +47,66 @@ namespace tvm {
namespace relay {
using tir::IntImmNode;
+int64_t*
tqchen commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426006761
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx * sizeof(ElemType);
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r426002612
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425997881
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425977610
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425974393
##
File path: src/node/serialization.cc
##
@@ -414,29 +415,39 @@ std::string SaveJSON(const ObjectRef& n) {
}
ObjectRef
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425969677
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425964009
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425964009
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
tqchen commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425963475
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx * sizeof(ElemType);
junrushao1994 commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425962832
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx *
icemelon9 commented on a change in pull request #5459:
URL: https://github.com/apache/incubator-tvm/pull/5459#discussion_r425950082
##
File path: src/relay/op/tensor/transform.cc
##
@@ -47,6 +47,66 @@ namespace tvm {
namespace relay {
using tir::IntImmNode;
+int64_t*
areusch commented on pull request #5592:
URL: https://github.com/apache/incubator-tvm/pull/5592#issuecomment-629358140
cc @tmoreau89 @liangfu @weberlo @u99127 @tom-gall
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tqchen pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-tvm.git
The following commit(s) were added to refs/heads/master by this push:
new de523d3 Add ostream formatters for
tqchen merged pull request #5592:
URL: https://github.com/apache/incubator-tvm/pull/5592
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tqchen commented on pull request #5592:
URL: https://github.com/apache/incubator-tvm/pull/5592#issuecomment-629355690
Thanks @areusch
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areusch commented on pull request #5592:
URL: https://github.com/apache/incubator-tvm/pull/5592#issuecomment-629355101
cc @tqchen
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tqchen commented on a change in pull request #5585:
URL: https://github.com/apache/incubator-tvm/pull/5585#discussion_r425900520
##
File path: include/tvm/runtime/container.h
##
@@ -188,6 +188,709 @@ class InplaceArrayBase {
return data_start + idx * sizeof(ElemType);
siju-samuel commented on pull request #5603:
URL: https://github.com/apache/incubator-tvm/pull/5603#issuecomment-629174157
pytorch graph
```
graph(%x : Tensor,
%y : Tensor):
%2 : int = prim::ImplicitTensorToNum(%x)
%3 : int = prim::ImplicitTensorToNum(%y)
%4 :
masahi commented on pull request #5603:
URL: https://github.com/apache/incubator-tvm/pull/5603#issuecomment-629168234
I think no test is fine for this op, but can you explain what this is and
when this op occurs? I also saw this from Mask rcnn.
siju-samuel opened a new pull request #5604:
URL: https://github.com/apache/incubator-tvm/pull/5604
Support batched matrix and broadcast matrix matmul
Its another issue when running [bert model
issue](https://discuss.tvm.ai/t/problems-when-import-bert-model-from-pytorch-relay/6659)
siju-samuel opened a new pull request #5603:
URL: https://github.com/apache/incubator-tvm/pull/5603
#5133 &
[problems-when-import-bert-model-from-pytorch-relay](https://discuss.tvm.ai/t/problems-when-import-bert-model-from-pytorch-relay/6659)
`prim::ImplicitTensorToNum` support is
Menooker commented on pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601#issuecomment-629113893
@zhiics @liangfu Please help review this PR. Thanks!
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liaopeiyuan opened a new issue #5602:
URL: https://github.com/apache/incubator-tvm/issues/5602
I'm trying to compile a graph neural network model written with PyTorch and
an extension called
[torch_geometric](https://github.com/rusty1s/pytorch_geometric), but it seems
that tvm has
junrushao1994 commented on issue #5594:
URL: https://github.com/apache/incubator-tvm/issues/5594#issuecomment-629087071
A straightforward explanation is stack overflow. Please try to increase
stack size. And for questions like that please open a new thread on the discuss
forum :-)
Menooker opened a new pull request #5601:
URL: https://github.com/apache/incubator-tvm/pull/5601
We add bfloat16 as a new type named "bf16" in the frontend. Completed LLVM
backend for generating bf16.
* Use int16 as the storage type in LLVM
* Add legalization to enable
kevinthesun commented on a change in pull request #5588:
URL: https://github.com/apache/incubator-tvm/pull/5588#discussion_r425613386
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -1378,9 +1378,11 @@ def _gather_nd():
def _impl(inputs, attr, params, mod):
kevinthesun commented on a change in pull request #5588:
URL: https://github.com/apache/incubator-tvm/pull/5588#discussion_r425613386
##
File path: python/tvm/relay/frontend/tensorflow.py
##
@@ -1378,9 +1378,11 @@ def _gather_nd():
def _impl(inputs, attr, params, mod):
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