mlcommons / mlcommons/chakra

some questions about generating trace

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Dominant language
Python
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Description

1. how to generate et trace from astra-sim?

the trace from pytorch is too complex. As mentioned in the issue https://github.com/mlcommons/chakra/issues/76,it seems possible to generate trace from Astra-sim. Could you please provide tutorial or suggestion?

2. how to get et trace with memory nodes?

the trace i got only have COMP_NODE and COMM_COLL_NODE, as mentioned in your paper, it is possible to get the memory access node. May i ask how to get the traces with nodes like that?

3. trace examples required

Could you please provide several generated chakra et, which includes the comp,mem,comm, as mentioned in some other issues ? e.g. https://github.com/mlcommons/chakra/issues/66

Contributor guide

Open the contributing guide

First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by reviewing the linked issues 76 and 66 and the repository's existing trace-generation guidance. A complete contribution would explain how to generate Astra-Sim traces, obtain memory nodes, and provide Chakra ET examples containing computation, memory, and communication nodes.

Written by the indexing model from the issue text.

Assessment

Tech stack
pytorch
Domain
documentation, machine-learning
Issue type
Documentation
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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