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Remove Gelu Fusion for TF Newapi #1886

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Merged
merged 2 commits into from
Jul 2, 2024
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Remove Gelu Fusion for TF Newapi #1886

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e4022b2
remove gelu fusion for tf newapi
zehao-intel Jun 28, 2024
5c45986
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Jun 28, 2024
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3 changes: 1 addition & 2 deletions neural_compressor/tensorflow/quantization/utils/graph_rewriter/generic/fuse_gelu.py
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Original file line number Diff line number Diff line change
Expand Up @@ -22,15 +22,14 @@
from neural_compressor.tensorflow.quantization.utils.graph_rewriter.graph_base import GraphRewriterBase
from neural_compressor.tensorflow.quantization.utils.graph_util import GraphAnalyzer
from neural_compressor.tensorflow.quantization.utils.graph_util import GraphRewriterHelper as Helper
from neural_compressor.tensorflow.utils import SPR_BASE_VERSIONS


class FuseGeluOptimizer(GraphRewriterBase): # pragma: no cover
"""Fuse Sqrt + RealDiv + Erf + AddV2 + Mul + Mul into Gelu op."""

def do_transformation(self):
"""Execute the fusion from small ops to Gelu."""
if not (tf.version.VERSION in ("1.15.0-up2", "1.15.0-up3") or tf.version.VERSION in SPR_BASE_VERSIONS):
if tf.version.VERSION not in ("1.15.0-up2", "1.15.0-up3"):
return self.model

cur_graph = GraphAnalyzer()
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