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Compile-batch-matmul-to-glenside#145

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gussmith23 wants to merge 191 commits into3la-pldi-push-maingussmith23/glenside:3la-pldi-push-mainfrom compile-batch-matmul-to-glensidegussmith23/glenside:compile-batch-matmul-to-glensideCopy head branch name to clipboard

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Commits on Oct 6, 2021

• [ add ] 3la test case

  

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• [ add ] keep track of opaque operator calls

  

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• [ save ] finished compilation; extraction wip

  

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• [ addd ] accelerator pattern representation

  

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• save prototype of extraction

  

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• [ fix ] shape calculation

  

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• [ add ] generalized linear rewrite

  

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• [ add ] resmlp model & conv1d support

  

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• save

  

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• [ add/fix ] relay type check via eclass analysis

  

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• add serde-json feature flag

  

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• [ add ] RecExpr dump

  

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• added conv1d to from_relay.py

  

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• Added Conv1d Function to mod.rs

  

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• added call to function

  

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• wrote first version of test

  

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• conv1d relay code in conv1d test

  

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• save

  

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• [ fix ] runtime error

  

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• [ attemp ] fix conv1d

  

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• remove duplicates

  

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• [ update ] api calls to eclass analysis Shape

  

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• Use rev = ... instead of branch = ... for tvm dep

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• Update tvm: include maxpool attrs fix

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Commits on Oct 9, 2021

• Merge commit 'ae9be010115bebee3e5a1bba46ba3574779a32eb' into 3la-pldi-push-main

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Commits on Oct 11, 2021

• [ fix ] some tests

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Commits on Oct 12, 2021

• fix more tests

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• [ fix ] more tests

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• Point to specific 3la-tvm revision

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• Changed filenaming to use epoch time

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• Fixed Conv1d operator

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• Finishes Conv1d; Adds Conv1d_im2col test

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Commits on Oct 13, 2021

• [ fix ] shape checking & propagation (tensorize-conv2d seems stuck)

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• Ignore test

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• Fix doctest (final test fix????)

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• Ignore long-running tests

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Commits on Oct 22, 2021

• [ fix ] shape inference for Linear & Dense

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Commits on Oct 25, 2021

• Attempt to make CI work for 3la main branch

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• Add packages; change command invocation a bit

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• cargo fmt

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Commits on Oct 27, 2021

• Add flexasr maxpool operator and rewrite

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• [WIP] Add rewrites

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• [wip] Continue working on maxpool

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• Add bubble reshape through compute reduce-max

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• Update flexasr maxpool test

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• Simplify multiple accesses

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• Simplify multiple transposes

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• Bubble access through transpose

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• Comment

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• Add check

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• Simplify trivial reduce max

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• Add log message

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• Format

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• Simplify multiple access reshapes

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• Finish test

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• Reformat final expression to make it more readable

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• Add batch dim to make it a bit more interesting.

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• Fmt

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• Document test

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Commits on Nov 1, 2021

• [ add ] conv1d example and fix bugs

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• [ add ] conv1d matching support

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• [ fix ] shape inference for accelerator calls

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• [ fmt ] code

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• cargo fmt

  

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• remove assert false for debugging

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• [ remove ] unnecessary files

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• [ add ] conv1d example and fix bugs

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• [ add ] conv1d matching support

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• [ fmt ] code

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• [ remove ] unnecessary files

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• turn off simplification check

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• revert

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• change extraction

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• put in dot product

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• [ add ] conv2d operator (grouped convolution remaining)

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• cargo fmt

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• [ fix ] id binding

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• [ add ] resnet example

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Commits on Nov 3, 2021

• [ add ] hlscnn operator support

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• [ add ] nn.pad compilation support

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Commits on Nov 4, 2021

• [ add ] accelerator call info

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• [ add ] variable count for ilp solving

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• add debug prints

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• Revert "add debug prints"

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• attemp to modify ilp constraint

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• sort by id

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• Revert "sort by id"

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• Revert "attemp to modify ilp constraint"

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Commits on Nov 7, 2021

• [ attempt fix ] canonicalize eclass ids

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• fix canonicalize during extraction

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• [ fix ] hlscnn rewrite + tune extraction

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• [ add ] debug message ... exteracting multiple variants

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Commits on Nov 8, 2021

• [ add ] constraint for choosing parents of a selected eclass

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• [ fix ] exclude roots

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• fix

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• restrict a enode per eclass

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• tweak naive extraction

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• remove shape from ast

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• attempt vta dense support

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• [ add ] dim restriction

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Commits on Nov 9, 2021

• [ add ] uint8

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• [ add ] dtype info in shape data

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Commits on Nov 10, 2021

• capture shape case in vta dense rewrite

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• update tvm rev

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• [ tweak ] flex-maxpool as an accelerator call

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Commits on Nov 11, 2021

• Fix bug when switching to stable rust

  

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• Shape inference for depthwise conv

  

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• [ add ] depthwise conv2d

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• fix compilation

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• fix strides

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• try new extraction

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• tweak extraction cost

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• Revert "tweak extraction cost"

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• Revert "try new extraction"

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• fix cost fn

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• add relay cast

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Commits on Nov 14, 2021

• [ update ] tvm rev and comment out grouped conv for flexmatch

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Commits on Nov 15, 2021

• fix conv2d relay op call for grouped convolutions

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• update dep

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Commits on Nov 16, 2021

• use relay operators as examples

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• add clip shifts, need to add tests

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• add round and operator compilation

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• add data type support

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• cargo fmt

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Commits on Nov 17, 2021

• update tvm checksum

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Commits on Nov 18, 2021

• initial work adding LSTM

  

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• Remove the tuple in the input args

  

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• Revert "initial work adding LSTM"

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• Update logging message

  

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• Modify network to make it easier to ingest

  

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• Add RelayTake

  

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• Format

  

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• Clear warnings

  

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• Compile take Relay -> Glenside

  

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• Format

  

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• Add RelayDropout to language

  

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• Format

  

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• Compile dropout relay->glenside

  

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• Support tanh

  

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• Use opaque ops for tanh in lstm test

  

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• Add RelayStack to language

  

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• Stack relay -> glenside

  

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• Add LogSoftmax to language and compiler

  

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• Add log message

  

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• Correct the output of dropout (returns a tuple)

  

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• Remove comment

  

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• Softmax can take int as axis

  

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• Add shape check

  

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• Point to TVM with bindings modifications

  

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• Kill warnings

  

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• Whoops, fix Cargo.toml

  

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• Comment out test

  

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• Fix flexasr maxpool rewrite tests

  

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• Add comments

  

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• Add rebuild call

  

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• Move program to file

  

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• Initial work on matching LSTM via a big pattern

  

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• Format

  

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• Continue work

  

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• Update test

  

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• Point to specific egg revision

  

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• Point to rebased TVM branch

  

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• update egg to version w/o dependency conflict

  

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• Kill warning

  

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• Comment out broken parts of tests

  

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• Format

  

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• ignore broken tests

  

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• Finish LSTM test

  

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• add to rewrite and update egg rev hash

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• fix shape info

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• add shape info on accelerator calls

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• fix hlscnn accelerator func

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• fix vta dense shape

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• adaptive access pattern for relay operator calls

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• Update TVM pointer

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Commits on Nov 19, 2021

• Add strided_slice

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  dc780bb

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• Add TODO

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  501240e

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• Whoops, add the rest of strided slice

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  33b9169

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• Add transformer and test

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  a8f5135

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• Compile batch_matmul to glenside

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  7a1894e

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• Warning

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  c4dc54d

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• Fix batch matmul, add layer norm, finish test

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  18891b0

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• dense -> dense+biasadd rewrite

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  921eb3b

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• Add constraints

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  2800324

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• Whoops, bias-add -> relay-bias-add

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  e491e5c

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• Fix duplicate name

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  f47bc53

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• Format

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  e5320b8

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• Fix bug

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  76ab6b6

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• Compile batch matmul to glenside

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  2734540

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• Correctly compute contains_accel_calls for concat

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  b4b543b

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• Add comments

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  0b61004

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