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dataclasses and code speedup#3

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nbovee merged 78 commits intonbovee:stagingnbovee/tracr:stagingfrom

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Dec 20, 2024

Commits

Commits on Nov 7, 2024

• font attribution added

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• font attribution added

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• copy repo script reads device params from device config and fixes ssh permission issues

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Commits on Nov 8, 2024

• code speedup and cleaning

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• alexnet working

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• code deduplication and speedup

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Commits on Nov 11, 2024

• mit license added

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• updated README

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• updated README

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• wsl setup and port forwarding

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• wsl setup and port forwarding

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Commits on Nov 13, 2024

• documentation update

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• dynamic model registry based on model_name config

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Commits on Nov 14, 2024

• registry can handle different models and datasets with pretrained weights

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• registry update

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• custom inference postprocessing template

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• code restructuring

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• data compression updated for custom error messages and dataclasses

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• file manager modularized

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• ssh session managment uses dataclasses

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• device management fully utilizes ssh key handlers

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• log manager handles devices correctly

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• network client modular

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• interface extended

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• datasets simplified

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• custom model registry updated

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• inference utils modularized

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Commits on Nov 15, 2024

• log updates

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• registry updated for dynamic model loading

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• alexnet imagenet visualize results functional

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• visualization config update

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• toml configuration

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• toml configuration

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• readme title update

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Commits on Nov 19, 2024

• attribution, offset version to avoid clash with archived package

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Commits on Nov 20, 2024

• change repo

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• add optional dependency pathways (awaiting bugfix from https://github.com/astral-sh/uv/issues/9259)

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• add lockfile

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• marker ensures cpu extra is flagged if no extra provided

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• ruff format

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Commits on Nov 21, 2024

• dependency locks

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Commits on Nov 22, 2024

• friendly email address

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• shebangs

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• drop black

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• lockfile dupes possible in uv0.5.4

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• add yaml, remove build for now

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• ruff lint & format

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• bump reqs

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• NotDict -> EarlyOutput for clarity

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• obselete hook_style, 'pre' style is no longer used, leaving only one option

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• pre-hook shouldn't ever exit

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• re-named values to match current functionality

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• pre-hook never needs to overwrite from banked_outputs

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• simplify posthook

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• clarity in variable names

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• styling

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Commits on Dec 5, 2024

• dynamic model registry tested to be working with new configs

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• add fallback to run entire experiment on server

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• yolosplit yaml config name change to yolov8split

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• remove explicit post hook from configs

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• optimize compression and reduce network overhead

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• torch no grad covers both decompression and processing

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• prefetch dataloader to refuce dict lookups

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• cache torch softmax, vectorize detection bboxes

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• list comps instead of loops, lru cache for total_time calc

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• cleanup

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• fallback documentation

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• custom configs documentation

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Commits on Dec 11, 2024

• run dynamic splitpoint off config

  

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• device setup for cpu

  

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• run at splitlayer or all layers based on config

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• splitlayers added to configs

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• remove redundant to_device method

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Commits on Dec 14, 2024

• read device from config

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• power monitoring for edge devices

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• power analyzer for detailed consumption metrics

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Commits on Dec 16, 2024

• device hardware utilization metrics

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Commits on Dec 17, 2024

• bug fix: copy results over to server when experiment ends

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