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Update get_flops() to accept kwargs and pass them to tf.compat.v1.profiler.ProfileOptionBuilder.float_operation() #20

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Update get_flops() to accept kwargs and pass them to tf.compat.v1.profiler.ProfileOptionBuilder.float_operation() #20

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3 changes: 2 additions & 1 deletion keras_flops/flops_calculation.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,7 +9,7 @@
import keras_flops.flops_registory


def get_flops(model: Union[Model, Sequential], batch_size: Optional[int] = None) -> int:
def get_flops(model: Union[Model, Sequential], batch_size: Optional[int] = None, **kwargs) -> int:
"""
Calculate FLOPS for tf.keras.Model or tf.keras.Sequential .
Ignore operations used in only training mode such as Initialization.
Expand All @@ -34,6 +34,7 @@ def get_flops(model: Union[Model, Sequential], batch_size: Optional[int] = None)
# Calculate FLOPS with tf.profiler
run_meta = tf.compat.v1.RunMetadata()
opts = tf.compat.v1.profiler.ProfileOptionBuilder.float_operation()
opts.update(kwargs)
flops = tf.compat.v1.profiler.profile(
graph=frozen_func.graph, run_meta=run_meta, cmd="scope", options=opts
)
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