ij.RdZddlZ ddZ ddZ ddZy)z&TensorFlow Debugger (tfdbg) Utilities.NcZ|jj}||j_|j}||_||_||_t|tr|g}|jj||r/t|tr|g}|jj|yy)aAdd watch on a `Tensor` to `RunOptions`. N.B.: 1. Under certain circumstances, the `Tensor` may not get actually watched (e.g., if the node of the `Tensor` is constant-folded during runtime). 2. For debugging purposes, the `parallel_iteration` attribute of all `tf.while_loop`s in the graph are set to 1 to prevent any node from being executed multiple times concurrently. This change does not affect subsequent non-debugged runs of the same `tf.while_loop`s. Args: run_options: An instance of `config_pb2.RunOptions` to be modified. node_name: (`str`) name of the node to watch. output_slot: (`int`) output slot index of the tensor from the watched node. debug_ops: (`str` or `list` of `str`) name(s) of the debug op(s). Can be a `list` of `str` or a single `str`. The latter case is equivalent to a `list` of `str` with only one element. For debug op types with customizable attributes, each debug op string can optionally contain a list of attribute names, in the syntax of: debug_op_name(attr_name_1=attr_value_1;attr_name_2=attr_value_2;...) debug_urls: (`str` or `list` of `str`) URL(s) to send debug values to, e.g., `file:///tmp/tfdbg_dump_1`, `grpc://localhost:12345`. tolerate_debug_op_creation_failures: (`bool`) Whether to tolerate debug op creation failures by not throwing exceptions. global_step: (`int`) Optional global_step count for this debug tensor watch. N) debug_optionsdebug_tensor_watch_opts global_stepadd#tolerate_debug_op_creation_failures node_name output_slot isinstancestr debug_opsextend debug_urls) run_optionsr r r rrr watch_optswatchs |/var/www/html/emotional.easysim.app/public_html/venv/lib/python3.12/site-packages/tensorflow/python/debug/lib/debug_utils.pyadd_debug_tensor_watchrsF((@@**5+' .. %)+%/!% 3 I//#*c"!215 //5 44 ,O!5J+1rc ~t|tr|g}|rtj|nd} |rtj|nd} |rtj|nd} |j } | D]}|j s|j }|j}| r| j|r<| r| j|rPtt|j D]I}| r3| j|j |jj r8t|||||||K| |j_y)aYAdd debug tensor watches, denylisting nodes and op types. This is similar to `watch_graph()`, but the node names and op types are denylisted, instead of allowlisted. N.B.: 1. Under certain circumstances, the `Tensor` may not get actually watched (e.g., if the node of the `Tensor` is constant-folded during runtime). 2. For debugging purposes, the `parallel_iteration` attribute of all `tf.while_loop`s in the graph are set to 1 to prevent any node from being executed multiple times concurrently. This change does not affect subsequent non-debugged runs of the same `tf.while_loop`s. Args: run_options: An instance of `config_pb2.RunOptions` to be modified. graph: An instance of `ops.Graph`. debug_ops: (`str` or `list` of `str`) name(s) of the debug op(s) to use. See the documentation of `watch_graph` for more details. debug_urls: URL(s) to send debug values to, e.g., `file:///tmp/tfdbg_dump_1`, `grpc://localhost:12345`. node_name_regex_denylist: Regular-expression denylist for node_name. This should be a string, e.g., `"(weight_[0-9]+|bias_.*)"`. op_type_regex_denylist: Regular-expression denylist for the op type of nodes, e.g., `"(Variable|Add)"`. If both node_name_regex_denylist and op_type_regex_denylist are set, the two filtering operations will occur in a logical `OR` relation. In other words, a node will be excluded if it hits either of the two denylists; a node will be included if and only if it hits neither of the denylists. tensor_dtype_regex_denylist: Regular-expression denylist for Tensor data type, e.g., `"^int.*"`. This denylist operates in logical `OR` relations to the two allowlists above. tolerate_debug_op_creation_failures: (`bool`) whether debug op creation failures (e.g., due to dtype incompatibility) are to be tolerated by not throwing exceptions. global_step: (`int`) Optional global_step count for this debug tensor watch. reset_disk_byte_usage: (`bool`) whether to reset the tracked disk byte usage to zero (default: `False`). Nr)r r rrrrrr r!r"r#r$rrr%)rr&r rnode_name_regex_denylistop_type_regex_denylisttensor_dtype_regex_denylistrrr%r*r+r,r-r.r r/r0s rwatch_graph_with_denylistsr7s>b 3 I " jj)*'+-Cbjj'( % jj,-*. # Lb ::IggG.44Y??009c"**o& #   $ $RZZ%5%;%;%@%@ A  1!# #7LK37Lr)r DebugIdentityNFr)r8NNNNFrF)__doc__rrr2r7rrr;sg- ()%4&*?D') 5(t**.(,-149&+uJt*9*.8<6:;?CH+-5:YLr