Removed unused config options

doc/library/config.rst

@@ -103,14 +103,6 @@ import ``pytensor`` and print the config variable, as in:
 
     String value: either ``'cpu'``
 
-.. attribute:: force_device
-
-    Bool value: either ``True`` or ``False``
-
-    Default: ``False``
-
-    This flag's value cannot be modified during the program execution.
-
 .. attribute:: print_active_device
 
     Bool value: either ``True`` or ``False``
@@ -139,16 +131,6 @@ import ``pytensor`` and print the config variable, as in:
     equal to ``float64`` is created.
     This can be used to help find upcasts to ``float64`` in user code.
 
-.. attribute:: deterministic
-
-    String value: either ``'default'``, ``'more'``
-
-    Default: ``'default'``
-
-    If ``more``, sometimes PyTensor will select :class:`Op` implementations that
-    are more "deterministic", but slower.  See the ``dnn.conv.algo*``
-    flags for more cases.
-
 .. attribute:: allow_gc
 
     Bool value: either ``True`` or ``False``
@@ -412,16 +394,6 @@ import ``pytensor`` and print the config variable, as in:
     ignore it (i.e. ``'ignore'``).
     We suggest never using ``'ignore'`` except during testing.
 
-.. attribute:: assert_no_cpu_op
-
-    String value: ``'ignore'`` or ``'warn'`` or ``'raise'`` or ``'pdb'``
-
-    Default: ``'ignore'``
-
-    If there is a CPU :class:`Op` in the computational graph, depending on its value,
-    this flag can either raise a warning, an exception or drop into the frame
-    with ``pdb``.
-
 .. attribute:: on_shape_error
 
     String value: ``'warn'`` or ``'raise'``
@@ -797,18 +769,3 @@ import ``pytensor`` and print the config variable, as in:
     The verbosity level of the meta-rewriter: ``0`` for silent, ``1`` to only
     warn when PyTensor cannot meta-rewrite an :class:`Op`, ``2`` for full output (e.g.
     timings and the rewrites selected).
-
-
-.. attribute:: config.metaopt__optimizer_excluding
-
-    Default: ``""``
-
-    A list of rewrite tags that we don't want included in the meta-rewriter.
-    Multiple tags are separate by ``':'``.
-
-.. attribute:: config.metaopt__optimizer_including
-
-    Default: ``""``
-
-    A list of rewriter tags to be included during meta-rewriting.
-    Multiple tags are separate by ``':'``.

pytensor/configdefaults.py

@@ -260,15 +260,6 @@ def add_basic_configvars():
         ),
     )
 
-    config.add(
-        "deterministic",
-        "If `more`, sometimes we will select some implementation that "
-        "are more deterministic, but slower.  Also see "
-        "the dnn.conv.algo* flags to cover more cases.",
-        EnumStr("default", ["more"]),
-        in_c_key=False,
-    )
-
     config.add(
         "device",
         ("Default device for computations. only cpu is supported for now"),
@@ -276,13 +267,6 @@ def add_basic_configvars():
         in_c_key=False,
     )
 
-    config.add(
-        "force_device",
-        "Raise an error if we can't use the specified device",
-        BoolParam(False, mutable=False),
-        in_c_key=False,
-    )
-
     config.add(
         "conv__assert_shape",
         "If True, AbstractConv* ops will verify that user-provided"
@@ -299,14 +283,6 @@ def add_basic_configvars():
         in_c_key=False,
     )
 
-    # This flag determines whether or not to raise error/warning message if
-    # there is a CPU Op in the computational graph.
-    config.add(
-        "assert_no_cpu_op",
-        "Raise an error/warning if there is a CPU op in the computational graph.",
-        EnumStr("ignore", ["warn", "raise", "pdb"], mutable=True),
-        in_c_key=False,
-    )
     config.add(
         "unpickle_function",
         (
@@ -1043,20 +1019,6 @@ def add_metaopt_configvars():
         in_c_key=False,
     )
 
-    config.add(
-        "metaopt__optimizer_excluding",
-        ("exclude optimizers with these tags. Separate tags with ':'."),
-        StrParam(""),
-        in_c_key=False,
-    )
-
-    config.add(
-        "metaopt__optimizer_including",
-        ("include optimizers with these tags. Separate tags with ':'."),
-        StrParam(""),
-        in_c_key=False,
-    )
-
 
 def add_vm_configvars():
     config.add(
@@ -1295,55 +1257,6 @@ def add_caching_dir_configvars():
     )
 
 
-# Those are the options provided by PyTensor to choose algorithms at runtime.
-SUPPORTED_DNN_CONV_ALGO_RUNTIME = (
-    "guess_once",
-    "guess_on_shape_change",
-    "time_once",
-    "time_on_shape_change",
-)
-
-# Those are the supported algorithm by PyTensor,
-# The tests will reference those lists.
-SUPPORTED_DNN_CONV_ALGO_FWD = (
-    "small",
-    "none",
-    "large",
-    "fft",
-    "fft_tiling",
-    "winograd",
-    "winograd_non_fused",
-    *SUPPORTED_DNN_CONV_ALGO_RUNTIME,
-)
-
-SUPPORTED_DNN_CONV_ALGO_BWD_DATA = (
-    "none",
-    "deterministic",
-    "fft",
-    "fft_tiling",
-    "winograd",
-    "winograd_non_fused",
-    *SUPPORTED_DNN_CONV_ALGO_RUNTIME,
-)
-
-SUPPORTED_DNN_CONV_ALGO_BWD_FILTER = (
-    "none",
-    "deterministic",
-    "fft",
-    "small",
-    "winograd_non_fused",
-    "fft_tiling",
-    *SUPPORTED_DNN_CONV_ALGO_RUNTIME,
-)
-
-SUPPORTED_DNN_CONV_PRECISION = (
-    "as_input_f32",
-    "as_input",
-    "float16",
-    "float32",
-    "float64",
-)
-
 # Eventually, the instance of `PyTensorConfigParser` should be created right here,
 # where it is also populated with settings.
 config = _create_default_config()

pytensor/configparser.py

@@ -75,6 +75,7 @@ class PyTensorConfigParser:
     pickle_test_value: bool
     cast_policy: str
     device: str
+    conv__assert_shape: bool
     print_global_stats: bool
     unpickle_function: bool
     # add_compile_configvars
@@ -86,6 +87,7 @@ class PyTensorConfigParser:
     optimizer_verbose: bool
     on_opt_error: str
     nocleanup: bool
+    on_unused_input: str
     gcc__cxxflags: str
     cmodule__warn_no_version: bool
     cmodule__remove_gxx_opt: bool
@@ -93,6 +95,7 @@ class PyTensorConfigParser:
     cmodule__preload_cache: bool
     cmodule__age_thresh_use: int
     cmodule__debug: bool
+    compile__wait: int
     compile__timeout: int
     # add_tensor_configvars
     tensor__cmp_sloppy: int
@@ -143,6 +146,7 @@ class PyTensorConfigParser:
     optdb__max_use_ratio: float
     cycle_detection: str
     check_stack_trace: str
+    # add_metaopt_configvars
     metaopt__verbose: int
     # add_vm_configvars
     profile: bool
@@ -177,7 +181,6 @@ class PyTensorConfigParser:
         self._pytensor_cfg = pytensor_cfg
         self._pytensor_raw_cfg = pytensor_raw_cfg
         self._config_var_dict: dict = {}
-        super().__init__()
 
     def __str__(self, print_doc=True):
         sio = StringIO()
@@ -375,7 +378,6 @@ class ConfigParam:
         # more appropriate user-provided default value.
         # Calling `filter` here may actually be harmful if the default value is
         # invalid and causes a crash or has unwanted side effects.
-        super().__init__()
 
     @property
     def default(self):