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[Refactor][Feature] Train functions refactoring #593

Merged
merged 72 commits into from
Nov 26, 2024
Merged

[Refactor][Feature] Train functions refactoring #593

merged 72 commits into from
Nov 26, 2024

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mlahariya
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@mlahariya mlahariya commented Oct 30, 2024

Solves #570 and #569. We introduce a Trainer class that will handle the training process. Along with this, we also introduce a callback system - including callbacks for different operations, as well a callback manager tied closely with Trainer. A config manager handles the TrainConfig (which solves the logging directory problem).

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@mlahariya mlahariya self-assigned this Oct 30, 2024
@mlahariya mlahariya changed the title Train functions refactoring [Refactor][Bug Resolve] Train functions refactoring Oct 30, 2024
@mlahariya mlahariya changed the title [Refactor][Bug Resolve] Train functions refactoring [Refactor][Feature] Train functions refactoring Oct 30, 2024
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Hey @RolandMacDoland , @chMoussa, Please let me know if there is something else I need to revisit, else I will finish this merge.

@chMoussa chMoussa self-requested a review November 25, 2024 15:48
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@RolandMacDoland RolandMacDoland left a comment

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Thanks @mlahariya for this massive contribution. LGTM. Minor comments that you could ignore as you've already answered elsewhere.

docs/tutorials/qml/ml_tools/callbacks.md Show resolved Hide resolved
docs/tutorials/qml/ml_tools/callbacks.md Show resolved Hide resolved
qadence/ml_tools/callbacks/callbackmanager.py Show resolved Hide resolved
qadence/ml_tools/callbacks/saveload.py Show resolved Hide resolved
qadence/ml_tools/callbacks/saveload.py Show resolved Hide resolved
qadence/ml_tools/loss/loss.py Show resolved Hide resolved
@mlahariya mlahariya merged commit faa3d5e into main Nov 26, 2024
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@mlahariya mlahariya deleted the ML_570 branch November 26, 2024 08:41
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