KRNL Lowering for CPUs with Optimizations #192
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KRNL IR and lowering
Support for lowering of KRNL IR to lower MLIR dialects.
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AlexandreEichenberger
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KRNL IR and lowering
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@AlexandreEichenberger any updates on this? |
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@doru1004 Next once we have all the dynamic shapes... |
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Hi, all, I am just wondering is there any progress or update on this issue? 😀 |
cjvolzka
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Nov 15, 2023
* detect LayerNorm in presence of reciprocal and div of 1 (onnx#2609) Signed-off-by: Alexandre Eichenberger <[email protected]> * [NNPA] Use F16 as element type for zTensor (onnx#2611) * Use f16 as element type for zTensor Signed-off-by: Tung D. Le <[email protected]> --------- Signed-off-by: Tung D. Le <[email protected]> * Layernorm: convert instance norm and group norm to layer norm. (onnx#2595) Signed-off-by: Alexandre Eichenberger <[email protected]> Co-authored-by: Tung D. Le <[email protected]> * Parse and set --mcpu in onnx-mlir-opt command (onnx#2614) Signed-off-by: Tung D. Le <[email protected]> * Import dim_param for model inputs and outputs (onnx#2616) * Import dim_param for model inputs and outputs * use argument attributes Signed-off-by: Tung D. Le <[email protected]> --------- Signed-off-by: Tung D. Le <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> * [DialectBuilder] add builder funcrions for ONNXSumOp and ONNXConvOp (onnx#2572) The DialectBuilder class seems to be missing the function create the ONNXSumOp and ONNXConOp nodes and check their shape. This patch adds the necessary functions. Signed-off-by: Ashay Rane <[email protected]> Signed-off-by: Alexandre Eichenberger <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> * [StableHLO] Lowers PadOp (constant mode) & GatherElements Op to StableHLO (onnx#2602) * [Stablehlo] Pad constant mode & GatherElements to Stablehlo Signed-off-by: chongsong.chen <[email protected]> Signed-off-by: Yan Xu <[email protected]> Co-authored-by: chongsong.chen <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> * [build] Add cmake option to enable/disable Java components build (onnx#2613) * Add ONNX_MLIR_ENABLE_JAVA cmake option (default TRUE) Signed-off-by: Boyana Norris <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> Co-authored-by: Alexandre Eichenberger <[email protected]> Co-authored-by: Tung D. Le <[email protected]> Co-authored-by: Ashay Rane <[email protected]> Co-authored-by: Yan Xu <[email protected]> Co-authored-by: chongsong.chen <[email protected]> Co-authored-by: Boyana Norris <[email protected]>
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Optimizations for GEMM and CONV
GEMM:
CONV:
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