EnzymeAD / EnzymeAD/Enzyme-JAX

LowerExtend with `lhs > size(x, dim)`

Open
#1,370 4 comments 0 reactions 0 assignees View on GitHub
bug
Dominant language
MLIR
Stars
131
Forks
53
Avg merge
1d 10h
Merged PRs (30d)
193

Description

```
%8 = "enzymexla.extend"(%6) <{dimension = 0 : i64, lhs = 2 : i64, rhs = 1 : i64}> : (tensor<1x64x1xf32>) -> tensor<4x64x1xf32>
```

```julia
using NeuralOperators, Reactant, Lux, Random, Test

const xdev = reactant_device(; force=true)

model = GridEmbedding([(0.0f0, 1.0f0) for _ in 1:2])
ps, st = Lux.setup(Random.default_rng(), model) |> xdev;

x = rand(Float32, 5, 5, 3, 4) |> xdev

@code_hlo optimize = false model(x, ps, st)
```

Contributor guide

No contributing guide indexed for this repository

Research direction

Start by running the Julia reproduction with NeuralOperators, Reactant, Lux, Random, and Test, then inspect the generated HLO for the enzymexla.extend operation. Compare the lhs value with size(x, dim); done means the lowering handles lhs greater than the input dimension without producing an invalid extension.

Written by the indexing model from the issue text.

Assessment

Tech stack
julia
Domain
compilers
Issue type
Bug
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
35/100

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