wehub-resource-sync
402 lines
11 KiB
Python
402 lines
11 KiB
Python
# Licensed to the Apache Software Foundation (ASF) under one
|
|
# or more contributor license agreements. See the NOTICE file
|
|
# distributed with this work for additional information
|
|
# regarding copyright ownership. The ASF licenses this file
|
|
# to you under the Apache License, Version 2.0 (the
|
|
# "License"); you may not use this file except in compliance
|
|
# with the License. You may obtain a copy of the License at
|
|
#
|
|
# http://www.apache.org/licenses/LICENSE-2.0
|
|
#
|
|
# Unless required by applicable law or agreed to in writing,
|
|
# software distributed under the License is distributed on an
|
|
# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
|
|
# KIND, either express or implied. See the License for the
|
|
# specific language governing permissions and limitations
|
|
# under the License.
|
|
"""The attributes node used for Relax operators"""
|
|
|
|
import tvm_ffi
|
|
|
|
from tvm.ir import Attrs
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.CallTIRWithGradAttrs")
|
|
class CallTIRWithGradAttrs(Attrs):
|
|
"""Attributes used in call_tir_with_grad operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.InitAttrs")
|
|
class InitAttrs(Attrs):
|
|
"""Attributes used in full/full_like, ones/ones_like, and zeros/zeros_like operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.TriluAttrs")
|
|
class TriluAttrs(Attrs):
|
|
"""Attributes used in tril and triu operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AstypeAttrs")
|
|
class AstypeAttrs(Attrs):
|
|
"""Attributes used in astype operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.TakeAttrs")
|
|
class TakeAttrs(Attrs):
|
|
"""Attributes used in take operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.StridedSliceAttrs")
|
|
class StridedSliceAttrs(Attrs):
|
|
"""Attributes used in strided_slice operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.MatmulAttrs")
|
|
class MatmulAttrs(Attrs):
|
|
"""Attributes for matmul operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv2DAttrs")
|
|
class Conv2DAttrs(Attrs):
|
|
"""Attributes for nn.conv2d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv3DAttrs")
|
|
class Conv3DAttrs(Attrs):
|
|
"""Attributes for nn.conv3d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv2DTransposeAttrs")
|
|
class Conv2DTransposeAttrs(Attrs):
|
|
"""Attributes for nn.conv2d_transpose"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv3DTransposeAttrs")
|
|
class Conv3DTransposeAttrs(Attrs):
|
|
"""Attributes for nn.conv3d_transpose"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Pool2DAttrs")
|
|
class Pool2DAttrs(Attrs):
|
|
"""Attributes for nn.max_pool2d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AdaptivePool2DAttrs")
|
|
class AdaptivePool2DAttrs(Attrs):
|
|
"""Attributes for 2d adaptive pool operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SoftmaxAttrs")
|
|
class SoftmaxAttrs(Attrs):
|
|
"""Attributes for nn.softmax"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.BatchNormAttrs")
|
|
class BatchNormAttrs(Attrs):
|
|
"""Attributes used in batch_norm operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.LayerNormAttrs")
|
|
class LayerNormAttrs(Attrs):
|
|
"""Attributes used in layer_norm operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.InstanceNormAttrs")
|
|
class InstanceNormAttrs(Attrs):
|
|
"""Attributes used in instance_norm operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.DropoutAttrs")
|
|
class DropoutAttrs(Attrs):
|
|
"""Attributes for dropout operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.StatisticalAttrs")
|
|
class StatisticalAttrs(Attrs):
|
|
"""Attributes used in statistical operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ConcatAttrs")
|
|
class ConcatAttrs(Attrs):
|
|
"""Attributes for concat operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ExpandDimsAttrs")
|
|
class ExpandDimsAttrs(Attrs):
|
|
"""Attributes for expand_dims operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.PermuteDimsAttrs")
|
|
class PermuteDimsAttrs(Attrs):
|
|
"""Attributes for permute_dims operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SortAttrs")
|
|
class SortAttrs(Attrs):
|
|
"""Attributes for sort operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ArgsortAttrs")
|
|
class ArgsortAttrs(Attrs):
|
|
"""Attributes for argsort operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SplitAttrs")
|
|
class SplitAttrs(Attrs):
|
|
"""Attributes used in split operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SqueezeAttrs")
|
|
class SqueezeAttrs(Attrs):
|
|
"""Attributes for squeeze operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.StackAttrs")
|
|
class StackAttrs(Attrs):
|
|
"""Attributes for concat operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.IndexPutAttrs")
|
|
class IndexPutAttrs(Attrs):
|
|
"""Attributes for index_put operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.LayoutTransformAttrs")
|
|
class LayoutTransformAttrs(Attrs):
|
|
"""Attributes used in layout_transform operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Resize2DAttrs")
|
|
class Resize2DAttrs(Attrs):
|
|
"""Attributes used in image resize2d operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ArgmaxArgminAttrs")
|
|
class ArgmaxArgminAttrs(Attrs):
|
|
"""Attributes for argmax/argmin operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.RepeatAttrs")
|
|
class RepeatAttrs(Attrs):
|
|
"""Attributes for repeat operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.TileAttrs")
|
|
class TileAttrs(Attrs):
|
|
"""Attributes for tile operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ScanopAttrs")
|
|
class ScanopAttrs(Attrs):
|
|
"""Attributes for scan operators"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.TopKAttrs")
|
|
class TopKAttrs(Attrs):
|
|
"""Attributes for topk operators"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.EinsumAttrs")
|
|
class EinsumAttrs(Attrs):
|
|
"""Attributes for einsum operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.FlipAttrs")
|
|
class FlipAttrs(Attrs):
|
|
"""Attributes for flip operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ReverseSequenceAttrs")
|
|
class ReverseSequenceAttrs(Attrs):
|
|
"""Attributes for reverse_sequence operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.PadAttrs")
|
|
class PadAttrs(Attrs):
|
|
"""Attributes used in pad operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.MultinomialFromUniformAttrs")
|
|
class MultinomialFromUniformAttrs(Attrs):
|
|
"""Attributes for multinomial_from_uniform operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.CallInplacePackedAttrs")
|
|
class CallInplacePackedAttrs(Attrs):
|
|
"""Attributes used in call_inplace_packed operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.CallTIRInplaceAttrs")
|
|
class CallTIRInplaceAttrs(Attrs):
|
|
"""Attributes used in call_tir_inplace operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ToVDeviceAttrs")
|
|
class ToVDeviceAttrs(Attrs):
|
|
"""Attributes used in to_vdevice operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.HintOnDeviceAttrs")
|
|
class HintOnDeviceAttrs(Attrs):
|
|
"""Attributes used in hint_on_device operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ScatterCollectiveAttrs")
|
|
class ScatterCollectiveAttrs(Attrs):
|
|
"""Attributes used in scatter collective operators"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AttentionAttrs")
|
|
class AttentionAttrs(Attrs):
|
|
"""Attributes used in attention operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AllClassNonMaximumSuppressionAttrs")
|
|
class AllClassNonMaximumSuppressionAttrs(Attrs):
|
|
"""Attributes for vision.all_class_non_max_suppression"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.GetValidCountsAttrs")
|
|
class GetValidCountsAttrs(Attrs):
|
|
"""Attributes for vision.get_valid_counts"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.NonMaximumSuppressionAttrs")
|
|
class NonMaximumSuppressionAttrs(Attrs):
|
|
"""Attributes for vision.non_max_suppression"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ROIAlignAttrs")
|
|
class ROIAlignAttrs(Attrs):
|
|
"""Attributes for vision.roi_align"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ROIPoolAttrs")
|
|
class ROIPoolAttrs(Attrs):
|
|
"""Attributes for vision.roi_pool"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.MultiboxTransformLocAttrs")
|
|
class MultiboxTransformLocAttrs(Attrs):
|
|
"""Attributes for vision.multibox_transform_loc"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv1DAttrs")
|
|
class Conv1DAttrs(Attrs):
|
|
"""Attributes for nn.conv1d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Conv1DTransposeAttrs")
|
|
class Conv1DTransposeAttrs(Attrs):
|
|
"""Attributes for nn.conv1d_transpose"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Pool1DAttrs")
|
|
class Pool1DAttrs(Attrs):
|
|
"""Attributes for nn.max_pool1d and nn.avg_pool1d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.Pool3DAttrs")
|
|
class Pool3DAttrs(Attrs):
|
|
"""Attributes for nn.max_pool3d and nn.avg_pool3d"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AdaptivePool1DAttrs")
|
|
class AdaptivePool1DAttrs(Attrs):
|
|
"""Attributes for 1d adaptive pool operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AdaptivePool3DAttrs")
|
|
class AdaptivePool3DAttrs(Attrs):
|
|
"""Attributes for 3d adaptive pool operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.LeakyReluAttrs")
|
|
class LeakyReluAttrs(Attrs):
|
|
"""Attributes used in leaky_relu operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SoftplusAttrs")
|
|
class SoftplusAttrs(Attrs):
|
|
"""Attributes used in softplus operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.PReluAttrs")
|
|
class PReluAttrs(Attrs):
|
|
"""Attributes used in prelu operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.PixelShuffleAttrs")
|
|
class PixelShuffleAttrs(Attrs):
|
|
"""Attributes used in pixel_shuffle operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.GroupNormAttrs")
|
|
class GroupNormAttrs(Attrs):
|
|
"""Attributes used in group_norm operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.RMSNormAttrs")
|
|
class RMSNormAttrs(Attrs):
|
|
"""Attributes used in rms_norm operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.NLLLossAttrs")
|
|
class NLLLossAttrs(Attrs):
|
|
"""Attributes used in nll_loss operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AllReduceAttrs")
|
|
class AllReduceAttrs(Attrs):
|
|
"""Attributes used in allreduce operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.AllGatherAttrs")
|
|
class AllGatherAttrs(Attrs):
|
|
"""Attributes used in allgather operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.WrapParamAttrs")
|
|
class WrapParamAttrs(Attrs):
|
|
"""Attributes used in wrap_param operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.QuantizeAttrs")
|
|
class QuantizeAttrs(Attrs):
|
|
"""Attributes used in quantize/dequantize operators"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.GatherElementsAttrs")
|
|
class GatherElementsAttrs(Attrs):
|
|
"""Attributes for gather_elements operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.GatherNDAttrs")
|
|
class GatherNDAttrs(Attrs):
|
|
"""Attributes for gather_nd operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.MeshgridAttrs")
|
|
class MeshgridAttrs(Attrs):
|
|
"""Attributes for meshgrid operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ScatterElementsAttrs")
|
|
class ScatterElementsAttrs(Attrs):
|
|
"""Attributes for scatter_elements operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.ScatterNDAttrs")
|
|
class ScatterNDAttrs(Attrs):
|
|
"""Attributes for scatter_nd operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.SliceScatterAttrs")
|
|
class SliceScatterAttrs(Attrs):
|
|
"""Attributes for slice_scatter operator"""
|
|
|
|
|
|
@tvm_ffi.register_object("relax.attrs.OneHotAttrs")
|
|
class OneHotAttrs(Attrs):
|
|
"""Attributes for one_hot operator"""
|