tpp-mlir

tpp-mlir copied to clipboard

Enable running softmax with TPPs

3

To enable running softmax with TPPs we need more operations: 1. max/sum reduce op (%2 and %8) 2. sub operation (%5) We needs to support broadcast semantics in sub or...

chelini

The snippet taken from `xsmm-quarternary-bf16.mlir` test: ``` func.func @entry(%arg0: memref, %arg1: memref, %arg2: memref, %arg3: memref) { %c16_i64 = arith.constant 16 : i64 %func = xsmm.fused_brgemm.dispatch [4, 4, 4, 4,...

adam-smnk

[RunnerUtils.cpp](https://github.com/llvm/llvm-project/blob/main/mlir/lib/ExecutionEngine/RunnerUtils.cpp#L212) already has verifiers that we can use for equality. Instead of adding a new dialect, I think we just need a local utility builder that can lower to the...

rengolin

Move random initialisation of kernel tensors to a pass

1

The current [implementation](https://github.com/plaidml/tpp-mlir/blob/main/tpp-run/MLIRBench.cpp#L97) replaces dense tensors with random values, but this is restricted to `tpp-run`. For `tpp-opt` tests, we can't use that, and we end up using dense tensors, and...

rengolin

Move all matchers to strict

2

As exposed in #492, TPP matchers all have asserts to make sure the number of ops is correct. This is a problem because: 1. It is poor software engineering practice...

rengolin

The pass `conv-simplify` moves the bias add to the tensor initialization of a convolution if it's a zero-splat. This is common in matmul networks too, so we should make that...

rengolin

Generalize before propagation

1

adam-smnk

Loop tiling, shuffle and expansion passes

16

KavithaTipturMadhu

Make a CMake project importable via find_package

1

Could you please provide an ability to generate and install CMake package configuration files? These files allow other CMake projects to find and use your project as a dependency. Please...

mryzhov

Next steps on target descriptor

2

We have recently merged the [target descriptor support](https://github.com/llvm/llvm-project/pull/92138) in MLIR, and a number of comments were made that were left for follow up PRs. Below is a list (feel free...

rengolin