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lucaswychan / neuralnet-cpp Public

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Finish Conv2D and Flatten implementations#13

Merged

lucaswychan merged 36 commits intomainlucaswychan/neuralnet-cpp:mainfrom

devlucaswychan/neuralnet-cpp:devCopy head branch name to clipboard

Feb 20, 2025

Conversation Commits36 (36)Checks Files changed

Merged

Finish Conv2D and Flatten implementations#13
lucaswychan merged 36 commits intomainfrom
dev

Commits

Commits on Feb 7, 2025

fix: each constructor now have to make it share_ptr individually, which the share_ptr will not initiated before calling constructor
lucaswychan
committed
refractor: change the weight name
lucaswychan
committed
refractor: remove grad_output
lucaswychan
committed
refractor
lucaswychan
committed
temporarily remove the implementation
lucaswychan
committed
add comment to debug
lucaswychan
committed
fix: dtype have to construct the share_ptr
lucaswychan
committed
fix: add default constructor
lucaswychan
committed
fix: no dtype conversion in to_tensor to enhance efficiency
lucaswychan
committed
refractor: change the source file sequence
lucaswychan
committed
fix: now kernel size, stride, padding, and dilation are tuple of int instead of int
lucaswychan
committed

Commits on Feb 9, 2025

feat: finish conv2d constructor and convolution implementation
lucaswychan
committed
feat: add conv2d.cpp
lucaswychan
committed
fat: add debug file for debugging convenience
lucaswychan
committed
feat: add inference
lucaswychan
committed
feat: add conv2d playground
lucaswychan
committed
fix: refractor and fix reduce impl
lucaswychan
committed
refractor: formatting
lucaswychan
committed
fix: remove grad initialization in the constructor
lucaswychan
committed

Commits on Feb 10, 2025

feat: finish the conv2d implementation
lucaswychan
committed
refractor: remove extra stride
lucaswychan
committed
fix: add pragma once to prevent re-load
lucaswychan
committed
fix: add conv2d_utils dependency
lucaswychan
committed

Commits on Feb 12, 2025

refractor: add conv2d playground
lucaswychan
committed
refractor: change from int64_t to size_t (probably will change it back)
lucaswychan
committed
fix: fix the scalar mul by using copy constructor
lucaswychan
committed
refractor
lucaswychan
committed

Commits on Feb 18, 2025

feat: add parameters initialization
lucaswychan
committed
refractor: change the parameter initialization function name
lucaswychan
committed
feat: finish reshape after considering stride and permute
lucaswychan
committed
feat: add flatten module
lucaswychan
committed

Commits on Feb 20, 2025

feat: finish the implementation of conv2d
lucaswychan
committed
feat: finish the implementation of flatten
lucaswychan
committed
add playground of conv2d
lucaswychan
committed
add flatten module
lucaswychan
committed
fix: fix flatten and filter based on unit_test
lucaswychan
committed

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