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Issues: robertknight/rten

Tracking issue for supported ONNX operators
#14 opened Sep 17, 2023 by robertknight
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8-bit quantization MVP
#347 opened Sep 6, 2024 by robertknight
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Issues list

Support in-place Concat when input is a captured value performance Issues that affect model inference or loading performance
#399 opened Nov 2, 2024 by robertknight
1
Support fusing Transpose + MatMul where both inputs are transposed performance Issues that affect model inference or loading performance
#398 opened Oct 29, 2024 by robertknight
WASM relaxed SIMD support
#389 opened Oct 18, 2024 by robertknight
VALID auto_pad value
#382 opened Oct 14, 2024 by igor-yusupov
8
Fuse pointwise operations into matmul / convolution operations performance Issues that affect model inference or loading performance
#371 opened Sep 21, 2024 by robertknight
Implement better depthwise convolution kernels performance Issues that affect model inference or loading performance
#370 opened Sep 21, 2024 by robertknight
8-bit quantization MVP
#347 opened Sep 6, 2024 by robertknight
6 of 10 tasks
Adjust default thread count on Apple Silicon systems performance Issues that affect model inference or loading performance
#342 opened Sep 2, 2024 by robertknight
Align ReduceMin / ReduceMax etc. handling of empty tensors with spec Spec compliance Issues with RTen behavior not matching the ONNX specifications
#341 opened Sep 1, 2024 by robertknight
2
Parallelize LayerNormalization operator
#334 opened Aug 26, 2024 by robertknight
Memoize or precompute subgraphs that depend only on input shapes
#270 opened Jul 5, 2024 by robertknight
Share implementations for operators based on data type width
#244 opened Jun 21, 2024 by robertknight
1
Prepack weights when model is loaded performance Issues that affect model inference or loading performance
#214 opened May 27, 2024 by robertknight
Make unary ops more efficient with non-contiguous inputs performance Issues that affect model inference or loading performance
#192 opened May 20, 2024 by robertknight
1 of 2 tasks
Output a more helpful error if operator is unavailable due to build features usability
#154 opened May 6, 2024 by robertknight
1
Run tests under AddressSanitizer (and possibly other sanitizers) qa Quality / correctness checks
#151 opened May 5, 2024 by robertknight
Support loading ONNX models directly usability
#141 opened May 4, 2024 by robertknight
1
Validate operator input counts tooling Tools for debugging / profiling etc.
#133 opened Apr 29, 2024 by robertknight
Enable re-using pool across graph executions performance Issues that affect model inference or loading performance
#122 opened Apr 26, 2024 by robertknight
2
Make execution planner smarter to enable running more operators in-place performance Issues that affect model inference or loading performance
#98 opened Apr 16, 2024 by robertknight
Run tests under WebAssembly in CI qa Quality / correctness checks WebAssembly
#93 opened Apr 14, 2024 by robertknight
Provide better APIs for working with models that have many inputs / outputs usability
#71 opened Mar 30, 2024 by robertknight
Document rten CLI tool documentation Improvements or additions to documentation
#52 opened Feb 8, 2024 by robertknight
Convert quantized models
#42 opened Jan 20, 2024 by igor-yusupov
24
Benchmarks against other runtimes
#38 opened Jan 7, 2024 by zamazan4ik
1
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