Ecosyste.ms: Issues

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GitHub / robertknight/rten issues and pull requests

#589 - Support vector inputs in MatMulInteger

Pull Request - State: closed - Opened by robertknight 4 days ago

#587 - Eliminate some duplicated code in `Cast` op

Pull Request - State: closed - Opened by robertknight 5 days ago

#587 - Eliminate some duplicated code in `Cast` op

Pull Request - State: closed - Opened by robertknight 5 days ago

#587 - Eliminate some duplicated code in `Cast` op

Pull Request - State: closed - Opened by robertknight 5 days ago

#586 - Bump up x64 int8 tile size

Pull Request - State: closed - Opened by robertknight 5 days ago

#586 - Bump up x64 int8 tile size

Pull Request - State: closed - Opened by robertknight 5 days ago

#586 - Bump up x64 int8 tile size

Pull Request - State: closed - Opened by robertknight 5 days ago

#584 - Add documentation on quantization support in rten

Pull Request - State: closed - Opened by robertknight 6 days ago

#584 - Add documentation on quantization support in rten

Pull Request - State: closed - Opened by robertknight 6 days ago

#584 - Add documentation on quantization support in rten

Pull Request - State: closed - Opened by robertknight 6 days ago

#580 - Support NR being a multiple of vector width in int8 GEMM

Pull Request - State: closed - Opened by robertknight 8 days ago

#580 - Support NR being a multiple of vector width in int8 GEMM

Pull Request - State: closed - Opened by robertknight 8 days ago

#580 - Support NR being a multiple of vector width in int8 GEMM

Pull Request - State: closed - Opened by robertknight 8 days ago

#579 - Support prepacking weights for MatMulInteger

Pull Request - State: open - Opened by robertknight 8 days ago

#579 - Support prepacking weights for MatMulInteger

Pull Request - State: closed - Opened by robertknight 8 days ago

#578 - MatMulNBits support for 4-bit quantization

Issue - State: open - Opened by robertknight 9 days ago
Labels: quantization

#578 - MatMulNBits support for 4-bit quantization

Issue - State: open - Opened by robertknight 9 days ago
Labels: quantization

#578 - MatMulNBits support for 4-bit quantization

Issue - State: open - Opened by robertknight 9 days ago
Labels: quantization

#577 - Support `axis` equal to tensor rank in `Flatten` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#577 - Support `axis` equal to tensor rank in `Flatten` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#577 - Support `axis` equal to tensor rank in `Flatten` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#576 - Support all input tensor types in `Split` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#576 - Support all input tensor types in `Split` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#576 - Support all input tensor types in `Split` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#576 - Support all input tensor types in `Split` operator

Pull Request - State: closed - Opened by robertknight 9 days ago

#575 - Support `auto_pad=VALID`

Pull Request - State: closed - Opened by robertknight 9 days ago

#575 - Support `auto_pad=VALID`

Pull Request - State: closed - Opened by robertknight 9 days ago

#575 - Support `auto_pad=VALID`

Pull Request - State: closed - Opened by robertknight 9 days ago

#575 - Support `auto_pad=VALID`

Pull Request - State: closed - Opened by robertknight 9 days ago

#574 - Improve handling of weights with a non-reduced range in `ConvInteger`

Issue - State: closed - Opened by robertknight 10 days ago - 1 comment
Labels: quantization

#574 - Improve handling of weights with a non-reduced range in `ConvInteger`

Issue - State: closed - Opened by robertknight 10 days ago - 1 comment
Labels: quantization

#574 - Improve handling of weights with a non-reduced range in `ConvInteger`

Issue - State: closed - Opened by robertknight 10 days ago - 1 comment
Labels: quantization

#573 - Fix wasmtime install in CI

Pull Request - State: closed - Opened by robertknight 10 days ago

#573 - Fix wasmtime install in CI

Pull Request - State: closed - Opened by robertknight 10 days ago

#573 - Fix wasmtime install in CI

Pull Request - State: closed - Opened by robertknight 10 days ago

#571 - Add missing `#[inline(always)]` to `Quantize` SIMD op

Pull Request - State: closed - Opened by robertknight 10 days ago

#570 - Implement im2col packing for int8 GEMM

Pull Request - State: closed - Opened by robertknight 11 days ago

#568 - Add `CowTensor`, `CowNdTensor` type aliases

Pull Request - State: closed - Opened by robertknight 11 days ago

#567 - Simplify and optimize i8/i16 interleaving SIMD ops for x64

Pull Request - State: closed - Opened by robertknight 12 days ago

#566 - Implement `ConvInteger` operator

Pull Request - State: closed - Opened by robertknight 13 days ago

#564 - Fix I8 -> U8 conversion in int8 gemv transposed case

Pull Request - State: closed - Opened by robertknight 13 days ago

#563 - Make `Simd::to_array` impls a simple transmute

Pull Request - State: closed - Opened by robertknight 14 days ago

#562 - Remove unused `SimdInt::load_interleaved_i8`

Pull Request - State: closed - Opened by robertknight 14 days ago

#561 - Pre-fetch next column block in int8 GEMV

Pull Request - State: closed - Opened by robertknight 14 days ago

#559 - Optimize non-transposed int8 GEMV kernel

Pull Request - State: closed - Opened by robertknight 15 days ago

#558 - Support generating inputs for bool tensors in ort-infer.py

Pull Request - State: closed - Opened by robertknight 18 days ago

#556 - Implement baseline int8 kernel for WASM

Pull Request - State: closed - Opened by robertknight 18 days ago

#555 - Skip Python lint on macOS CI

Pull Request - State: closed - Opened by robertknight 18 days ago

#554 - Run tests under WASM in CI

Pull Request - State: closed - Opened by robertknight 18 days ago

#553 - Adjust matmul tile size on Arm

Issue - State: open - Opened by robertknight 18 days ago
Labels: performance

#551 - Optimize `SimdInt::saturating_cast_u8` for Arm

Pull Request - State: closed - Opened by robertknight 19 days ago

#550 - Exclude `Conv` op from quantization in ort-quantize.py

Pull Request - State: closed - Opened by robertknight 19 days ago

#549 - Reduce use of `unsafe` in portable SIMD library

Issue - State: open - Opened by robertknight 19 days ago - 1 comment
Labels: safety

#549 - Reduce use of `unsafe` in portable SIMD library

Issue - State: open - Opened by robertknight 19 days ago - 1 comment
Labels: safety

#547 - Add build with AVX-512 enabled in CI

Pull Request - State: closed - Opened by robertknight 20 days ago

#547 - Add build with AVX-512 enabled in CI

Pull Request - State: closed - Opened by robertknight 20 days ago

#545 - Simplify running tests against all supported f32 kernels

Pull Request - State: closed - Opened by robertknight 20 days ago

#544 - Add int8 fallback kernel for older Arm CPUs that don't support UDOT

Pull Request - State: closed - Opened by robertknight 20 days ago - 1 comment

#544 - Add int8 fallback kernel for older Arm CPUs that don't support UDOT

Pull Request - State: closed - Opened by robertknight 20 days ago - 1 comment

#543 - Convert Arm int8 kernels to use UDOT instead of USDOT

Pull Request - State: closed - Opened by robertknight 21 days ago

#543 - Convert Arm int8 kernels to use UDOT instead of USDOT

Pull Request - State: closed - Opened by robertknight 21 days ago

#542 - Add initial aarch64 int8 kernel using USDOT

Pull Request - State: closed - Opened by robertknight 22 days ago

#542 - Add initial aarch64 int8 kernel using USDOT

Pull Request - State: closed - Opened by robertknight 22 days ago

#541 - Implement optimized int8 gemv kernel using portable SIMD

Pull Request - State: closed - Opened by robertknight 25 days ago

#539 - Fix wrong B zero points being passed to kernel in int8 gemv

Pull Request - State: closed - Opened by robertknight 28 days ago

#538 - Vectorize QuantizeLinear, second stage of DynamicQuantizeLinear

Pull Request - State: closed - Opened by robertknight 28 days ago - 1 comment

#537 - Add AVX-512 int8 GEMM using VNNI

Pull Request - State: closed - Opened by robertknight 29 days ago

#535 - Implement u8 x i8 -> i32 GEMM kernel for x86_64 using AVX2 intrinsics

Pull Request - State: closed - Opened by robertknight about 1 month ago

#532 - Add small optimizations for QuantizeLinear

Pull Request - State: closed - Opened by robertknight about 1 month ago

#531 - Compute input min/max with a single vectorized pass in DynamicQuantizeLinear

Pull Request - State: closed - Opened by robertknight about 1 month ago - 1 comment

#529 - Add a basic benchmark for int8 matmul

Pull Request - State: closed - Opened by robertknight about 1 month ago

#528 - Implement minimal u8 x i8 -> i32 quantized GEMM support

Pull Request - State: closed - Opened by robertknight about 1 month ago

#527 - Refactor reference GEMM implementation and make it generic

Pull Request - State: closed - Opened by robertknight about 1 month ago