Parse TORCH_LOG logs produced by PyTorch torch.compile

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Project description

tlparse: Parse structured PT2 logs

tlparse parses structured torch trace logs and outputs HTML files analyzing data.

Quick start: Run PT2 with the TORCH_TRACE environment variable set:

TORCH_TRACE=/tmp/my_traced_log example.py

Feed input into tlparse:

tlparse /tmp/my_traced_log -o tl_out/

Adding custom parsers

You can extend tlparse with custom parsers which take existing structured log data and output any file. To do so, first implement StructuredLogParser with your own trait:

pub struct MyCustomParser;
impl StructuredLogParser for MyCustomParser {
    fn name(&self) -> &'static str {
        "my_custom_parser"
    }
    fn get_metadata<'e>(&self, e: &'e Envelope) -> Option<Metadata<'e>> {
        // Get required metadata from the Envelope.
        // You'll need to update Envelope with your custom Metadata if you need new types here
        ....
    }

    fn parse<'e>(&self,
        lineno: usize,
        metadata: Metadata<'e>,
        _rank: Option<u32>,
        compile_id: &Option<CompileId>,
        payload: &str
    ) -> anyhow::Result<ParseOutput> {
       // Use the metadata and payload however you'd like
    }
}

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Release history Release notifications | RSS feed

0.3.29

0.3.27

0.3.26

0.3.25

0.3.24

0.3.23

0.3.22

0.3.21

0.3.20

0.3.19

0.3.18

0.3.17

0.3.16

0.3.15

0.3.14

This version

0.3.13

0.3.12

0.3.11

0.3.10

0.3.7

0.3.6

0.3.5

0.3.4

0.3.3

0.3.2

0.3.1

0.3.0

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