* [MO] Implement EmbeddingBag_3 * Transform dynamic sub-graph of Wide and Deep into EmbeddingSegmentsSum - Expressed SparseWeightedSum sub-graph through EmbeddingSegmentsSum - Removed experimental SparseWeightedSum layer - Implemented tests for the transformation Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix EmbeddingBag shape infer * Fix EmbeddingSegmentsSum transformation for Wide and Deep Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix EmbeddingSegmentSum replacer after ports swap Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update package_BOM.txt Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Add unit tests for EmbeddingXXX shape infer * Fix ATen resolver * Remove deleted files from BOM * Add opset version to embedding_bag * Use base class for EmbeddingBag * Fix per_sample_weights case * Fix EmbeddingSegmentsSum transformation Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix EmbeddingBag checks * Fix ATen front transformation and merge conflicts * Fix BOM * Work around limitation for I64 input of W&D model Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Cleanup where operation to fix affect of WhereDecomposition transform Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix BOM * Correct EmbeddingSegmentSum transform for Wide and Deep Add casting segment ids to i32 and remove ConstToResult sub-graph. Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Update BOM with RemoveConstToResult transform Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Add more comments for RemoveConstToResult transformation Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Remove useless logging in EmbeddingSegmentsSum transformation Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Small fixes * Move EmbeddingBag resolving back to front phase * Improve error messages * Fix typo in unittests * Reimplement sparse_reshape middle transform Avoid deprecated API. Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Clean-up graph after sparse_reshape and ConstToResult transformation Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix clean-up for transformations Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> * Fix clean-up for transformation #2 Signed-off-by: Roman Kazantsev <roman.kazantsev@intel.com> Co-authored-by: Roman Kazantsev <roman.kazantsev@intel.com>
35 lines
947 B
Python
35 lines
947 B
Python
"""
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Copyright (c) 2020 Intel Corporation
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Licensed under the Apache License, Version 2.0 (the "License");
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you may not use this file except in compliance with the License.
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You may obtain a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS,
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WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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See the License for the specific language governing permissions and
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limitations under the License.
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"""
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from mo.graph.graph import Graph
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from mo.ops.op import Op
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class ATen(Op):
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op = 'ATen'
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enabled = False
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def __init__(self, graph: Graph, attrs: dict):
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super().__init__(graph, {
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'op': self.op,
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'type': None,
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'infer': None,
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}, attrs)
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def supported_attrs(self):
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return ['mode', 'operator']
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