o I h2 @s<ddlZddlmZmZmZmZmZmZmZm Z m Z m Z m Z m Z ddlmZmZgdZeejejejejdZeejejdZeejejejejdZeejejejejdd Zeejejejejdd ZeejejejejdZeejejejd Zeejejejd Zd efd d Zd efddZ ddZ!ddZ"dS)N) _get_binary_op_configs_get_bn_configs_get_cat_config_get_conv_configs_get_default_op_configs_get_embedding_op_configs_get_fixed_qparams_op_configs_get_linear_configs_get_ln_configs_get_rnn_op_configs_get_share_qparams_op_configs_get_tensor_info_op_configs) BackendConfig DTypeConfig) *get_test_only_legacy_native_backend_configdefault_op_quint8_dtype_configdefault_op_fp16_dtype_config!default_dynamic_int8_dtype_config$default_dynamic_float16_dtype_config%input_output_only_quint8_dtype_configweight_only_quint8_dtype_config!weight_only_quint4x2_dtype_configget_native_backend_configget_native_backend_config_dict/get_test_only_legacy_native_backend_config_dict) input_dtype output_dtype weight_dtype bias_dtype)rrT)rrrr is_dynamic)rrrreturnc Cstg}ttttg}ttg}tg}ttg}ttg}tg}ttg}ttg}tg} td t | t | t | t| t| t| t| t| t| t|  t| t|S)zr Return the `BackendConfig` for PyTorch Native backend (fbgemm/qnnpack) with various additional fp16 ops. _native_and_fp16)weighted_op_quint8_dtype_configrrrrrrrrset_backend_pattern_configsrr rset_backend_pattern_configrrr r rrr r r conv_dtype_configslinear_dtype_configsbinary_op_dtype_configsdefault_op_dtype_configsfixed_qparams_op_dtype_configsshare_qparams_op_dtype_configstensor_info_op_dtype_configsrnn_op_dtype_configsembedding_op_dtype_configslayer_norm_op_dtype_configsr1_/var/www/vscode/kcb/lib/python3.10/site-packages/torch/ao/quantization/backend_config/native.pyrls^        rc Cstg}tttg}tg}tg}tg}tg}tg}ttg}ttg}tg} tdt |t |t | t |t|t|t|t|t|t| t|t|S)zQ Return the `BackendConfig` for PyTorch Native backend (fbgemm/qnnpack). native)r#rrrrrrrr$rr rr%rrr r rrr r rr&r1r1r2rsN        rcC tS)zd Return the `BackendConfig` for PyTorch Native backend (fbgemm/qnnpack) in dictionary form. )rto_dictr1r1r1r2rs rcCr4)z Return the `BackendConfig` for PyTorch Native backend (fbgemm/qnnpack) with various additional fp16 ops in dictionary form. )rr5r1r1r1r2rs r)#torch_common_operator_config_utilsrrrrrrr r r r r rbackend_configrr__all__quint8qint8floatr#rfloat16rrrrrquint4x2rrrrrr1r1r1r2sl8   =2