byteir - ByteIR v1.9.3.0

What's Changed

• [torch-frontend] support lowering to byteir.resize, byteir.l2_norm
• [byteir] support byre serialization on cuda byre mlir
• [byteir] support decomposition of byteir.softmax, byteir.arg_max, byteir.addn
• [byteir] support merge two modules by mapping
• [brt] add BRTBackend
• [*] reduce wheel package size

New Contributors

• @yyp0 made their first contribution in https://github.com/bytedance/byteir/pull/428

Full Changelog: https://github.com/bytedance/byteir/compare/v1.9.1.0...v1.9.3.0

- MLIR
Published by qingyunqu over 1 year ago

byteir - ByteIR v1.9.1.0

What's Changed

• Enhance gemm codegen by @Xinyu302
• Enhance byteir_backend of torch.compile
• Support optimize contiguous slice as alias like op
• Refactor cat pipeline and executor
• Support 1xTF32 on GPU backend

New Contributors

• @JackyChenYi made their first contribution in https://github.com/bytedance/byteir/pull/308
• @jianwenyyy made their first contribution in https://github.com/bytedance/byteir/pull/358

Full Changelog: https://github.com/bytedance/byteir/compare/v1.8.4.0...v1.9.1.0

- MLIR
Published by qingyunqu almost 2 years ago

byteir - ByteIR 1.8.4.0

What's Changed

• More codegen fusion on mhlo, like slice-concat fusion and insert_slice fusion.
• More graph optimization.
• Enhance reduction codegen.
• Refactor byteir.compile.
• Add dynamo backend in torchfrontend.byteirbackend.
• E2E on NCCL backend.

Full Changelog: https://github.com/bytedance/byteir/compare/v1.8.1.0...v1.8.4.0

- MLIR
Published by qingyunqu about 2 years ago

byteir - ByteIR 1.8.1.0

• Design ccl dialect to be lowered from torch communication ops.
• Release Torch Frontend v1.1.1, which split torchscript and dynamo/fx support.
• Support emitting stablehlo bytecode from frontends
• Compiler support accepting stablehlo bytecode.

- MLIR
Published by qingyunqu about 2 years ago

byteir - ByteIR 1.7.1.0

• Update Torch-Frontend to 1.0.3
• Update ByteIR Compiler & Runtime to 1.7.1.0
• Support Serialization on Byte Dialect
• Init for NCCL Backend

- MLIR
Published by qingyunqu over 2 years ago

byteir - ByteIR 1.4.0

- MLIR
Published by qingyunqu over 2 years ago