As there are more and more demands on TVM's training support, one of the most
tedious but important work is to write backward implementation for operators.
It may take great benefit if we can provide automation tools to help this
process. Such tool can serve in two functionalities:
- Automati
Glad to see autodiff is already in progress! I think this rfc can be withdrew
since this is exactly what autodiff is doing.
Now I am very curious about current progress of autodiff with some questions.
- If I have some common neural network structure such as resnet50 at hand, can
I just use a
Hi, all~
This RFC is to upstream the support for our TY-NNP accelerator backend. We are
from the AI accelerator toolchain team of
[Intellifusion](https://www.intellif.com/), who has been focusing on developing
vision processor that accelerates deep neural networks in visual recognition
and s
Thanks for your comments:)
[quote="areusch, post:3, topic:11807"]
could you say more here? is this a Relay-level thing or a TIR thing? presuming
you’ve implemented this as a pass, how do you plan to ensure that the
Relay-level pass makes the same scheduling decision as the TIR pass?
[/quote]
[quote="areusch, post:3, topic:11807"]
it seems like this could either be integrated into `ci-cpu` or as a separate
`ci-` image, so long as the binaries are publicly available. do you have an
estimate of the size of the docker image? also, just for my curiosity, would
you be able to share a ro
@mbs-octoml Hi~ Many thanks for your reply! Here are several questions of me:
1. What does `call_lowered` mean? Does it mean we can put PrimFuncs and relay
functions into the same IRModule and make calls to each other now?
2. For the `VirtualDevice`, it would be the interface to keep all info
Schedule annotations of `For` and `Block` are all Map. But
certain pragma annotations can not get lowerer to `T.attr`，only those of
expression typed values are allowed.
---
[Visit
Topic](https://discuss.tvm.apache.org/t/can-we-lift-tir-attrstmt-value-type-to-objectref/12118/1)
to respond
Hi~ I think this is not the issue of tvmscript. For example, though
`List[Integer]` is supported by script, it would fail in lowering with `Illegal
attribute of key pragma_key, value type Array not supported`, since the
annotation can not convert to an attr stmt.
```python
import tvm
from t
