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failed to legalize operation 'onnx.GridSample' #3258

@Hemaprasannakc

Description

@Hemaprasannakc

While compiling the detr-DocLayNet model , zDLC compilation fails with failed to legalize operation 'onnx.GridSample'

podman run --rm -v ${ZDLC_MODEL_DIR}:/workdir:z ${ZDLC_IMAGE} --EmitLib --O3 --onnx-op-stats=JSON -march=z17  --mtriple=s390x-ibm-loz ${ZDLC_MODEL_NAME}.onnx
[1/6] Mon Aug 18 13:18:55 2025 (0s) Importing ONNX Model to MLIR Module from "detr_doclayout.onnx"
[2/6] Mon Aug 18 13:18:56 2025 (1s) Compiling and Optimizing MLIR Module
failed to legalize operation 'onnx.GridSample'
{
  "func.func" : 1,
  "func.return" : 1,
  "onnx.Add" : 406,
  "onnx.And" : 1,
  "onnx.Cast" : 106,
  "onnx.Clip" : 33,
  "onnx.Concat" : 549,
  "onnx.Constant" : 1695,
  "onnx.Conv" : 21,
  "onnx.Cos" : 9,
  "onnx.CumSum" : 8,
  "onnx.Dim" : 486,
  "onnx.Div" : 77,
  "onnx.Expand" : 26,
  "onnx.Flatten" : 4,
  "onnx.Gather" : 102,
  "onnx.GatherElements" : 1,
  "onnx.Greater" : 2,
  "onnx.GridSample" : 48,
  "onnx.LayerNormalization" : 36,
  "onnx.Less" : 1,
  "onnx.Log" : 12,
  "onnx.MatMul" : 192,
  "onnx.MaxPoolSingleOut" : 1,
  "onnx.Mul" : 161,
  "onnx.NoValue" : 1,
  "onnx.Not" : 13,
  "onnx.Range" : 16,
  "onnx.ReduceSum" : 29,
  "onnx.Relu" : 87,
  "onnx.Reshape" : 409,
  "onnx.Resize" : 4,
  "onnx.Sigmoid" : 13,
  "onnx.Sin" : 9,
  "onnx.Slice" : 138,
  "onnx.Softmax" : 18,
  "onnx.Split" : 1,
  "onnx.Squeeze" : 34,
  "onnx.Sub" : 12,
  "onnx.Tile" : 1,
  "onnx.TopK" : 1,
  "onnx.Transpose" : 162,
  "onnx.Unsqueeze" : 306,
  "onnx.Where" : 16
}

But the same when ran with--EmitONNXIR is not failing.

podman run --rm -v ${ZDLC_MODEL_DIR}:/workdir:z ${ZDLC_IMAGE} --EmitONNXIR --O3 --onnx-op-stats=JSON -march=z17 --mtriple=s390x-ibm-loz ${ZDLC_MODEL_NAME}.onnx

Warning: --onnx-op-stats requires targets like --EmitMLIR, --EmitLLVMIR, or binary-generating emit commands.

[1/3] Mon Aug 18 13:54:04 2025 (0s) Importing ONNX Model to MLIR Module from "detr_doclayout.onnx"
[2/3] Mon Aug 18 13:54:05 2025 (1s) Compiling and Optimizing MLIR Module
[3/3] Mon Aug 18 13:54:06 2025 (2s) Compilation completed

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