[Draft] CCT Attention Training #69
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… have finite lifetime
…y are I/O buffers
Victor-Jung
added
Feature
pulp-platform#61) * Add classifier training support * Fix L3 DMA and Maxpool Bugs * correct DMA lengh of copy assertion * delete redundant shell scripts * Update node with multioutput to single output * add softmaxcrossentropygrad tiling * Add softmaxcrossentropylossgrad tiling * Add and pass test for CCT gemmtraining 1_16_16_8 to 128 * update CI with 8-128 dim CCT last gemm training test * Add SGD support for PULP Open * Update CCT training test with sgd * gelu sigmoid approximation * gelu parallel + unroll * Float Matmul Parallel on M * Softmax Parallel and Softmax Op Support * conv parallel without im2col * PULP Layernorm Parallel * fixing linting * Enlarge CI floatconv tiling L1 size for 8 core and delete CCT 128 tests because of timeout * matmul 1*4 unrolling * Add computeOp support for CCT necessary kernels * Add openlibm expf * add relu, mul, maxpool ops num * Optimize parallel for multiple kernels * Change ConvTileConstraint to only tile on outchannel * Update Gelu Parallel Template * layernorm update * Matmul New Parallel Template * new maxpool template * Relu parallel new template * softmax new parallel template * gemm new parallel template * Conv new parallel template * gelu change to non sigmoid * mul parallel * change trainCCT onnx folder name * Change Changelog --------- Co-authored-by: Run Wang <[email protected]>
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CCT Attention Training Support
Added
Changed
Fixed
PR Merge Checklist
develcommit and pointing todevel.CHANGELOG.mdfile has been updated.