chore: Cleanup of extra comments

Signed-off-by: Brandon Groth <[email protected]>

Author: BrandonGroth

fms_mo/dq.py

@@ -46,8 +46,6 @@
 from fms_mo.utils.aiu_utils import save_for_aiu
 from fms_mo.utils.dq_utils import config_quantize_smooth_layers
 from fms_mo.utils.eval_utils import Evaluator, eval_llm_1GPU
-
-# from fms_mo.utils.import_utils import available_packages
 from fms_mo.utils.utils import patch_torch_bmm, prepare_input
 
 logger = logging.getLogger(__name__)

fms_mo/fx/utils.py

@@ -172,8 +172,6 @@ def lower_qmodel_to_ext_kernels(
             QLinearExllamaV2,
         )
 
-    # qclass_accepted = list( qcfg["mapping"].values() )
-
     mod2swap = {
         n: m
         for n, m in mod.named_modules()

fms_mo/utils/qconfig_utils.py

@@ -1285,7 +1285,6 @@ def check_config(config: dict, model_dtype: torch.dtype = None) -> None:
         mx_spec_int_var_str_defaults = [
             ("scale_bits", 8),
             ("block_size", 32),
-            # ("fp", 16),  # can only set either fp or bfloat to non-zero
             ("bfloat", 16),
         ]
         mx_spec_int_var_values = {2, 4, 6, 8, 16, 32}
@@ -1388,4 +1387,3 @@ def check_config(config: dict, model_dtype: torch.dtype = None) -> None:
                 else:
                     if qbmm_map is not QBmm:
                         raise ValueError("Mapping for matmul_or_bmm is not QBmm")
-    # End mx_specs checks

tests/models/conftest.py

@@ -838,7 +838,6 @@ def config_fp32_mx(request):
     qconfig = deepcopy(request.param)
     mx_specs = get_mx_specs_defaults()
 
-    # print(f"fixture qcfg before {qconfig=}")
     # Set config vars prefixed w/ "mx_"
     for key, val in mx_specs.items():
         qconfig["mx_" + key] = val
@@ -854,11 +853,6 @@ def config_fp32_mx(request):
     del qconfig["mx_a_elem_format"]
     del qconfig["mx_w_elem_format"]
 
-    # Set mx_specs as if we ran qconfig_init
-    # set_mx_specs(qconfig)
-
-    # print(f"fixture qcfg after", qconfig["mx_specs"])
-
     return qconfig