Code

3LA PLDI push#150

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gussmith23 wants to merge 205 commits intomaingussmith23/glenside:mainfrom 3la-pldi-push-maingussmith23/glenside:3la-pldi-push-mainCopy head branch name to clipboard

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Commits

Commits on Feb 23, 2022

• [ add ] 3la test case

  

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  cde047e

• [ 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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  4c50665

• 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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  ed72040

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

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  f88f510

• Update tvm: include maxpool attrs fix

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• fix more tests

  

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  57d8d86

• [ fix ] more tests

  

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  a082bf5

• Point to specific 3la-tvm revision

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• Fixed Conv1d operator

  

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• Finishes Conv1d; Adds Conv1d_im2col test

  

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• [ 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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• [ fix ] shape inference for Linear & Dense

  

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• 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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• 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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  c465889

• 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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• [ 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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  84ff307

• remove assert false for debugging

  

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• [ remove ] unnecessary files

  

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  8ce77ca

• [ add ] conv1d example and fix bugs

  

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  6c3ffd9

• [ 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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• [ add ] hlscnn operator support

  

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• [ add ] nn.pad compilation support

  

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• [ 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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• [ 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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  a4421f6

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

  

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• [ 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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  8007e66

• 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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• [ add ] uint8

  

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• [ add ] dtype info in shape data

  

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• capture shape case in vta dense rewrite

  

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• update tvm rev

  

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  2837d46

• [ tweak ] flex-maxpool as an accelerator call

  

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  2c4085f

• 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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  5e12e32

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

  

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• fix conv2d relay op call for grouped convolutions

  

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• update dep

  

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• 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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• update tvm checksum

  

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  bc0c51d

• 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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  7eef0fc

• Clear warnings

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  077d88e

• Compile take Relay -> Glenside

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• Format

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  8c01398

• Add RelayDropout to language

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• Format

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  42b5aa7

• 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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  1db5881

• 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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  1e46e87

• 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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  70c0b07

• 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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• Add strided_slice

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• Add TODO

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• Whoops, add the rest of strided slice

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• Add transformer and test

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• Compile batch_matmul to glenside

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• Warning

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• Fix batch matmul, add layer norm, finish test

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• dense -> dense+biasadd rewrite

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• Add constraints

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• Whoops, bias-add -> relay-bias-add

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• Fix duplicate name

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• Format

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• Fix bug

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• Update TVM in the Dockerfile

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• Updates TVM after rebase

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• Update tvm

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• Update tvm

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• update TVM

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• update TVM

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• update transformer model after tvm rebase

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• Add ssh flag

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• Remove unneeded changes to from_relay.py (#159)

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• Update TVM after Gus's rebase

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• Fixup after rebase

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• Remove duplicated function

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Commits on Jul 5, 2022

• Comment out assert

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Commits on Jul 6, 2022

• add adaptive_avg_pool2d operator

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• get rid of println

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• add copy operator

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Commits on Jul 7, 2022

• add argmax

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• fix conv2d codegen

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Commits on Sep 28, 2022

• dont overwrite glenside expr

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Commits on Jan 11, 2024

• Comment out check to prevent assertion error, plus add comment

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