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Removed int64 suported kernels while populating in JSON config files #2650

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Jan 19, 2024
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Removed int64 suported kernels while populating in JSON config files #2650

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31 changes: 17 additions & 14 deletions TrainingExtensions/common/src/python/aimet_common/backend_aware_quantsim_utility.py
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Original file line number Diff line number Diff line change
Expand Up @@ -364,26 +364,29 @@ def get_supported_kernels_from_backend_info(supported_backend_info: SupportedBac
:return: List of supported kernels
"""
supported_kernels = []
# pylint: disable=too-many-nested-blocks
for activation_constraint in supported_backend_info.activation_constraints:
if supported_backend_info.weights_constraints:
for weight_constraint in supported_backend_info.weights_constraints:
if activation_constraint[ConfigDictKeys.BITWIDTH] != 64:
if supported_backend_info.weights_constraints:
for weight_constraint in supported_backend_info.weights_constraints:

if weight_constraint[ConfigDictKeys.DTYPE] == activation_constraint[ConfigDictKeys.DTYPE]:
json_act_constraint = get_constraint_accrording_to_json_config(activation_constraint)
json_param_constraint = get_constraint_accrording_to_json_config(weight_constraint)
if weight_constraint[ConfigDictKeys.BITWIDTH] != 64 and \
(weight_constraint[ConfigDictKeys.DTYPE] == activation_constraint[ConfigDictKeys.DTYPE]):
json_act_constraint = get_constraint_accrording_to_json_config(activation_constraint)
json_param_constraint = get_constraint_accrording_to_json_config(weight_constraint)

supported_kernel = {ConfigDictKeys.ACTIVATION: json_act_constraint,
ConfigDictKeys.PARAM: json_param_constraint}
supported_kernel = {ConfigDictKeys.ACTIVATION: json_act_constraint,
ConfigDictKeys.PARAM: json_param_constraint}

if supported_kernel not in supported_kernels:
supported_kernels.append(supported_kernel)
if supported_kernel not in supported_kernels:
supported_kernels.append(supported_kernel)

else:
json_act_constraint = get_constraint_accrording_to_json_config(activation_constraint)
supported_kernel = {ConfigDictKeys.ACTIVATION: json_act_constraint}
else:
json_act_constraint = get_constraint_accrording_to_json_config(activation_constraint)
supported_kernel = {ConfigDictKeys.ACTIVATION: json_act_constraint}

if supported_kernel not in supported_kernels:
supported_kernels.append(supported_kernel)
if supported_kernel not in supported_kernels:
supported_kernels.append(supported_kernel)

return supported_kernels

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