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[Backend + AI Server] Train job #159

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Benvii opened this issue Jun 27, 2022 · 1 comment
Open
5 of 6 tasks

[Backend + AI Server] Train job #159

Benvii opened this issue Jun 27, 2022 · 1 comment
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@Benvii
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enhancement New feature or request
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V2 - IA for everyone

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Benvii commented Jun 27, 2022 •
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We need :

  • Provide bash script to start ssh tunneling from the manager to the AI trainer machine and that will start the AI trainner runner service
  • Have a service file and ansible so that it can be deployed on the GPU virtual manchine
  • Uncompress dataset from FTP server
  • Start donkeycar train
  • Compress result models and upload to the ftp server
  • Add a sort of "waiting for model job" on the car ?

We might need an abstract JobManager with JobManagerCar implementation and JobManagerIA implementation.
@Benvii Benvii added the enhancement New feature or request label Jun 27, 2022
@Benvii Benvii added this to the V2 - IA for everyone milestone Jun 27, 2022
@Benvii Benvii self-assigned this Jun 27, 2022
@Benvii Benvii mentioned this issue Jun 27, 2022
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@Benvii Benvii mentioned this issue Sep 24, 2022
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Benvii commented Sep 24, 2022 •
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Mostly done in #175

Still need the services files for the trainer daemon

@yannis-mlgrn yannis-mlgrn mentioned this issue May 1, 2023
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🚧 [Backend + AI trainer] Training part mdl29/donkeycarLPH
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