Multi-Layer Offload#89

Open

tafk7 wants to merge 134 commits intodevelopfrom

dev/tafk/clean-mlo-merge

Commits on Jan 30, 2025

Created branch, added codeowners
Thomas Keller
committed
Initial migration from internal repo (#5)

authored

Commits on Feb 17, 2025

BERT builder flow arguments for fifosim n_inferences (#6)
STFleming
authored

Commits on Mar 7, 2025

[SoftMax] New Improved SoftMax (#11)
STFleming
authored
[BugFix] Issues with incorrect configuration of SIMD for ShuffleB nodes on three layer designs (#9)
STFleming
authored
Adding cycle testing to custom op test scripts (#7)
penrosed
authored

Commits on Mar 13, 2025

Added a custom step that extracts metadata for the shell integration flow (#14)
STFleming
authored

Commits on Mar 18, 2025

[TinyBERT] Removing accidentally included start_step in the endtoend flow (#15)
STFleming
authored

Commits on Mar 19, 2025

Removing rtlsim_backend after pyverilator deprecation (#16)
STFleming
authored

Commits on Mar 20, 2025

Name stylize BrainSmith --> Brainsmith (#17)

tafk7
and
Thomas Keller
authored

Commits on Mar 27, 2025

[TinyBERT] Add ref IO to stitched_ip as part of metadata handover (#18)
STFleming
authored

Commits on Apr 3, 2025

[Testing] Created OpTest class for abstracting CustomOp tests (#19)
penrosed
authored

Commits on Apr 11, 2025

Initial repository structure (#20)

authored

Commits on Apr 17, 2025

Add Custom ONNXSCRIPT repository to BrainSmith (#21)

authored

Commits on Apr 18, 2025

Revert "Add Custom ONNXSCRIPT repository to BrainSmith (#21)" (#22)
tafk7
authored

Commits on Apr 28, 2025

[CustomOps] Update brainsmith custom ops with changes on finn side (#25)
auphelia
authored

Commits on Apr 29, 2025

Initial continuous integration tests (#24)

tafk7
and
Ubuntu
authored

Commits on May 2, 2025

Revert onnxscript add Revert (#26)

jsmonson
and
Joshua Monson
authored
Fix Dynamic Matmul Initial Config For BERT-Large (#28)

jsmonson
and
Joshua Monson
authored

Commits on May 27, 2025

fix argparse arg that could never be false (#30)

jsmonson
and
Joshua Monson
authored

Commits on May 28, 2025

Patch Pull Request #30: Update args variable to match new argument name (#31)

jsmonson
and
Joshua Monson
authored

Commits on May 29, 2025

update pytorch to 2.7 (#34)

jsmonson
and
Joshua Monson
authored
[Hotfix] Cleanup CI runner artifacts (#33)
tafk7
authored

Commits on May 30, 2025

update brevitas commit hash (#36)

jsmonson
and
Joshua Monson
authored

Commits on Jun 2, 2025

Set onnxscript to a fixed commit id (#37)

jsmonson
and
Joshua Monson
authored

Commits on Jun 4, 2025

Hardware Kernel Generator: RTL Parser & wrapper generation (#32)
tafk7
authored

Commits on Jun 11, 2025

Add BERT-Large CI Test (#40)

jsmonson
and
Joshua Monson
authored

Commits on Jun 17, 2025

Docker workflow modernization (#38)
tafk7
authored

Commits on Jun 25, 2025

Update FINN (#41)
auphelia
authored

Commits on Aug 1, 2025

Core DSE & Plugin Library (#44)
tafk7
authored

Commits on Aug 27, 2025

[Deps] Update and fix finn and qonnx deps
auphelia
committed

Commits on Aug 29, 2025

Commits on Sep 1, 2025

Kernel Integrator (#48)

tafk7
and
auphelia
authored

Commits on Sep 12, 2025

update tranformers, add onnxscript, update brevitas
Joshua Monson
committed
update tranformers, add onnxscript, update brevitas
Joshua Monson
committed
add loop rolling step
Joshua Monson
committed
add loop rolling step
Joshua Monson
committed
add bert dynamo export
Joshua Monson
committed
add bert dynamo export
Joshua Monson
committed
preserve metadata through simplify operation
Joshua Monson
committed
preserve metadata through simplify operation
Joshua Monson
committed
add bert mlo demo
Joshua Monson
committed
add bert mlo demo
Joshua Monson
committed
reinster from white space
Joshua Monson
committed
reinster from white space
Joshua Monson
committed

Commits on Sep 15, 2025

update to onnxscript 0.5.0
Joshua Monson
committed
update to onnxscript 0.5.0
Joshua Monson
committed
remove custom onnxscript repo
Joshua Monson
committed
remove custom onnxscript repo
Joshua Monson
committed
update additonal onnx script location
Joshua Monson
committed
update additonal onnx script location
Joshua Monson
committed
added split large fifo option for MLO
Joshua Monson
committed
added split large fifo option for MLO
Joshua Monson
committed

Commits on Sep 19, 2025

Merge pull request #58 from microsoft/develop-branch-update
tafk7
authored

Commits on Sep 22, 2025

Integration tests & updated docs (#59)
tafk7
authored

Commits on Sep 24, 2025

Merge branch 'develop' of github.com:microsoft/Brainsmith into dev/joshmonson/add-loop-rolling
Joshua Monson
committed
Merge branch 'develop' of github.com:microsoft/Brainsmith into dev/joshmonson/add-loop-rolling
Joshua Monson
committed
align with devleop branch
Joshua Monson
committed
align with devleop branch
Joshua Monson
committed

Commits on Sep 26, 2025

update bash script to match bert_demo.py args
Joshua Monson
committed

Commits on Sep 29, 2025

initial testing of a trained single layer BERT model being passed through.
STFleming
committed

Commits on Sep 30, 2025

Commits on Oct 2, 2025

Commits on Oct 9, 2025

update finn configs
Joshua Monson
committed

Commits on Oct 11, 2025

4-bit weights are current broken due to fetch weights.
Joshua Monson
committed

Commits on Oct 14, 2025

[BertFlow] Add loop body hierarchies
auphelia
committed

Commits on Oct 15, 2025

fix the metadata issue.
Joshua Monson
committed
forgotten file from last commit
Joshua Monson
committed

Commits on Oct 16, 2025

Merge pull request #77 from microsoft/dev/joshmonson/trainedbert_mlo_metadata_fixes
STFleming
authored

Commits on Oct 20, 2025

Commits on Oct 21, 2025

Commits on Oct 22, 2025

Commits on Oct 30, 2025

[ShellHandover] Updated the shell handover generation to include specific MLO information required for shell bringup
STFleming
committed

Commits on Oct 31, 2025

[Crop] Update crop node execute node fct to use hlsbackend
auphelia
committed
initial documentation for loop-rolling
Joshua Monson
committed
Roll-back some of the claims made by the AI.
Joshua Monson
committed
remove GPT since we don't support that
Joshua Monson
committed
additional explaninations
Joshua Monson
committed
updates that need to be reviewed.
Joshua Monson
committed

Commits on Nov 4, 2025

[LayernormHLS] Update execute node fct
auphelia
committed

Commits on Nov 7, 2025

almost done
Joshua Monson
committed
asked ai to review and test the code snippets. They at least run but were not test in the brainsmith environment
Joshua Monson
committed
Merge branch 'dev/sfleming/trainedbert_mlo' of github.com:microsoft/Brainsmith into dev/joshmonson/add-loop-rolling
Joshua Monson
committed
one more fix
Joshua Monson
committed

Commits on Nov 9, 2025

docs: update CLI syntax, enhance styling, and add image lightbox support
tafk7
committed

Commits on Nov 11, 2025

Release v0.1.0
tafk7
authored

Commits on Nov 12, 2025

Commits on Nov 13, 2025

Commits on Nov 19, 2025

feat: add mem_modes system and refactor BuildContext
tafk7
committed

Commits on Nov 22, 2025

refactor: consolidate compilation steps into logical modules
tafk7
committed

Commits on Nov 24, 2025

fix(thresholding): handle MLO nodes in RTL codegen
tafk7
committed

Commits on Dec 9, 2025

fix: update kernel IPI signatures and import paths
tafk7
committed