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Repository for MLCommons Chakra schema and tools

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How can i enable logging.debug prints in all the chakra scripts

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## Problem Related to the Feature >chakra_trace_link while parsing large host and device trace seems hungs as there is no progress bar indicator ## Proposed Solution > A nice progress...

When I went through the Chakra Tutorial or the Basic Tutorial section, I learned that the .et file contains some node details, because I want to know all the communication...

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## Describe the Bug After running a ResNet50 or TinyLlama2 workload on 4 ranks I see that in the Kineto trace at least one nccl:broadcast collective is observed. In the...

Hello! I encountered an issue while running astra-sim. Specifically, the problem occurred when using the Execution Trace Converter. After executing the following command, the following bug appeared: ![image](https://github.com/user-attachments/assets/bda94131-1956-43f2-a38a-434dc4c28268) It seems...

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I am testing my chakra environment following the steps in wiki. when I link the pytorch trace and kineto trace, with the cmd "chakra_trace_link --chakra-host-trace pytorch_et.json --chakra-device-trace kineto_trace.json --output-file /path/to/chakra_host_device_trace.json...

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## Describe the Bug While converting the ET+ pytroch trace to Protobuf format facing conversion error due Cyclic dependency detected. ## Steps to Reproduce > Run pytorch resnet18 model with...

Accoring to the Astra-sim 2.0 paper, simulates based on Chakra trace, to "decouple parallelization strategies from the ASTRAsim implementation" . Does that mean we have to trace a real 10,000...

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In kineto traces we see GPU compute waits for communication to finish. ![Image](https://github.com/user-attachments/assets/86a56574-74b0-4b82-8f64-58be123799c4) However, after merging with trace_link there is no dependency between GPU compute and communication, even though HTA...

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Chakra's kineto trace add metadata to the NCCL kernels, including message size, PG attributes (name, description, ranks, etc). However in a trace I just recorded some kernels don't include any...