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perf: improve serialization performance
Signed-off-by: Avik Basu <ab93@users.noreply.github.com>
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Original file line number | Diff line number | Diff line change |
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@@ -1,14 +1,25 @@ | ||
import io | ||
import pickle | ||
from typing import Union | ||
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import torch | ||
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from numalogic.tools.types import artifact_t, state_dict_t | ||
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# TODO: ADD other techniques and support for other serialization techniques | ||
def dumps(deserialized_object): | ||
buf = io.BytesIO() | ||
torch.save(deserialized_object, buf) | ||
return buf.getvalue() | ||
def dumps( | ||
deserialized_object: Union[artifact_t, state_dict_t], | ||
pickle_protocol: int = pickle.HIGHEST_PROTOCOL, | ||
) -> bytes: | ||
buffer = io.BytesIO() | ||
torch.save(deserialized_object, buffer, pickle_protocol=pickle_protocol) | ||
serialized_obj = buffer.getvalue() | ||
buffer.close() | ||
return serialized_obj | ||
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def loads(serialized_object): | ||
def loads(serialized_object: bytes) -> Union[artifact_t, state_dict_t]: | ||
buffer = io.BytesIO(serialized_object) | ||
return torch.load(buffer) | ||
deserialized_obj = torch.load(buffer) | ||
buffer.close() | ||
return deserialized_obj |
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