[SW-224612] Set scale calculation to run on cguid as default in dynamic quant (#257)

* [SW-224612] Set scale calculation to run on cguid as default

* Update common.py

* CGUID calculation only in dynamic

---------

Co-authored-by: Danny <[email protected]>

Author: linoybu

neural_compressor/torch/algorithms/fp8_quant/_core/common.py

@@ -1,4 +1,4 @@
-# Copyright (c) 2024 Intel Corporation
+# Copyright (c) 2025 Intel Corporation
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
@@ -202,7 +202,7 @@ def is_runtime_scale_patching():
 #TODO [SW-224612]: Use cguid to calc scales and remove the check
 @lru_cache
 def is_calc_scale_with_cguid():
-    return os.getenv("CALC_SCALE_WITH_CGUID", "False").lower() in ["true", "1"]
+    return os.getenv("CALC_SCALE_WITH_CGUID", "True").lower() in ["true", "1"]
 
 #TODO [SW-224612]: Use cguid to calc scales and remove the check
 @lru_cache

neural_compressor/torch/algorithms/fp8_quant/_core/scale_methods/scales_method.py

@@ -34,7 +34,7 @@ def __init__(self, round_scale_method, params, device_for_scale, fullscale=None,
         self.scale = None
         self.is_dynamic = is_dynamic
         #TODO [SW-224612]: Use cguid to calc scales and remove check
-        self.calc_scale_with_cguid = is_calc_scale_with_cguid()
+        self.calc_scale_with_cguid = is_calc_scale_with_cguid() if is_dynamic else False
         logger.trace("%s %s", self.__class__.__name__, self.__dict__)
 
     def __repr__(self):