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[WebGPU EP] Support Shape operator #22095

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Sep 14, 2024
Merged

[WebGPU EP] Support Shape operator #22095

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78 changes: 78 additions & 0 deletions onnxruntime/core/providers/webgpu/tensor/shape_op.cc
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Original file line number Diff line number Diff line change
@@ -0,0 +1,78 @@
// Copyright (c) Microsoft Corporation. All rights reserved.
// Licensed under the MIT License.

#include "core/providers/webgpu/webgpu_kernel.h"
#include "core/providers/webgpu/webgpu_supported_types.h"
#include "core/providers/cpu/tensor/shape_op.h"

namespace onnxruntime {
namespace webgpu {

ONNX_OPERATOR_VERSIONED_KERNEL_EX(
Shape,
kOnnxDomain,
1, 12,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

ONNX_OPERATOR_VERSIONED_KERNEL_EX(
Shape,
kOnnxDomain,
13, 14,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

ONNX_OPERATOR_VERSIONED_KERNEL_EX(
Shape,
kOnnxDomain,
15, 18,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

ONNX_OPERATOR_VERSIONED_KERNEL_EX(
Shape,
kOnnxDomain,
19, 20,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

ONNX_OPERATOR_VERSIONED_KERNEL_EX(
Shape,
kOnnxDomain,
21, 22,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

ONNX_OPERATOR_KERNEL_EX(
Shape,
kOnnxDomain,
23,
kWebGpuExecutionProvider,
(*KernelDefBuilder::Create())
.OutputMemoryType(OrtMemTypeCPU, 0)
.TypeConstraint("T", WebGpuSupportedNumberTypes())
.TypeConstraint("T1", DataTypeImpl::GetTensorType<int64_t>()),
Shape);

} // namespace webgpu
} // namespace onnxruntime
5 changes: 4 additions & 1 deletion onnxruntime/core/providers/webgpu/webgpu_execution_provider.cc
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Original file line number Diff line number Diff line change
Expand Up @@ -222,7 +222,10 @@ class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 16,

class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 1, 12, Shape);
class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, 14, Shape);
class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 15, Shape);
class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 15, 18, Shape);
class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 19, 20, Shape);
class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 21, 22, Shape);
class ONNX_OPERATOR_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 23, Shape);

class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 5, 12, Reshape);
class ONNX_OPERATOR_VERSIONED_KERNEL_CLASS_NAME(kWebGpuExecutionProvider, kOnnxDomain, 13, 13, Reshape);
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