also cc @vegaluis @liangfu
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```
{
"op": "conv2d",
"name": "conv1",
"attrs": {
"channels": "20",
"dilation": "[1, 1]",
"groups": "1",
"kernel_layout": "OIHW",
"kernel_size": "[5, 5]",
"layout": "NCHW",
"out_layout": "NCHW",
"padding":
Congratulations! @masahi :)
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Congratulations! @zhiics :)
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Please join us to welcome @masahi as a new PPMC member of the TVM community.
Masa is an early TVM contributor. He has been contributing various modules
such as pytorch control flow import, AMD Rocm backend and quantization.
- [Commits](https://github.com/apache/incubator-tvm/commits?author=masa
PR filed
https://github.com/apache/incubator-tvm/pull/5689
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Thanks for the pointer! So I'll open a PR this afternoon including the
following:
- Add ConstantPattern
- Add descriptions to the doc about how to match constant with or without a
specific value.
- Add description to the doc about welcome to raise an issue or open PRs to add
more pattern node
:) Want to open that POC as a PR?
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Hi Cody,
There are some examples in the unit tests of matching const nodes with specific
values:
https://github.com/apache/incubator-tvm/blob/a072da0588c542757d2815832b7f010f530b2428/tests/python/relay/test_dataflow_pattern.py#L685-L759
Adding ConstantPattern with an optional value is probabl
Update: For **A.2**, I've made a POC here:
https://github.com/comaniac/tvm/tree/add_const_to_pattern
With the POC, we can match the following pattern:
```python
conv2d = is_op('nn.conv2d')(wildcard(), ConstantPattern())
pattern = is_op('nn.bias_add')(conv2d, wildcard())
```
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I am thinking along the lines of `python version.py --scm-version` that
performs the calculation of the tag(as in the logic of `setuptools_scm`) and
update the relevant files.
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My understanding is that `version.py` role is, for a given version, generate
local changes to physical files, to be merged into the source tree.
With the proposed approach, we would be relying on `setuptools_scm` to
calculate the proper PEP-440 compliant version at any given time, reducing as
Based on the offline discussion with @matt-arm, users may have a requirment to
match a pattern with constant nodes. For example, we may have a conv2d op with
two arguments.
```
%0 = nn.conv2d(%x, %w)
```
After we bind the second argument with constants, it becomes:
```
%0 = nn.conv2d(%x, me
I agree that adopting the version convention `0.7.0.dev912` makes sense.
It would be useful to see if we can simply update to the `version.py` script to
do so, my take is that it is not too hard as we can invoke a few git command to
do that, and still use the same script to update versions whe
## Motivation
One barrier that prevents users to quickly experiment with TVM, is that lack of
a readily available pip packages. In order to generate standard Python
packages, it is vital to have a consistent naming pattern
(https://semver.org/), following PEP-440 (naming scheme for Python
p
@junrushao1994, Thanks. I am not using hybrid script but this will help while
using hybrid scripts. I will look into it.
Also, does this mean TVM does not support assert natively and you have to use
hybrid script for that?
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