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tensorflow/compiler/mlir/tf2xla/api/v2/cluster_tf.h
// purposes and doesn't affect logic. module_name - What the input module name // is for debugging help. // // Output: Modifies the input module in place with clustered operations. // status - Whether the transformation to cluster the input MLIR module was // successful. tensorflow::Status RunFunctionTf2xlaClusteringBridge( mlir::ModuleOp module, bool is_supported_by_replicated_brige,
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Feb 16 23:11:04 UTC 2024 - 2.9K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/transforms/cluster_ops_by_policy.cc
cluster.constraints = std::move(member.constraints); // Add operation to the cluster. if (auto op = member.source.dyn_cast<Operation *>()) cluster.operations.emplace_back(op); } llvm::SmallVector<Cluster> clusters; for (auto &kv : root_clusters) { Cluster &cluster = kv.getSecond(); // Skip degenerate clusters formed by a single basic block argument.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Apr 25 16:01:03 UTC 2024 - 27.9K bytes - Viewed (0) -
tensorflow/compiler/jit/mark_for_compilation_pass.h
// The attribute that marks nodes to be grouped into functions by the // encapsulate subgraphs pass. extern const char* const kXlaClusterAttr; // Marks a subset of nodes in the graph which are to be clustered // with an attribute _XlaCluster=<cluster id> so they are picked up by the // EncapsulateSubgraphsPass. class MarkForCompilationPass : public GraphOptimizationPass { public: MarkForCompilationPass() = default;
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Mar 10 22:46:01 UTC 2022 - 2.3K bytes - Viewed (0) -
tensorflow/compiler/jit/tests/keras_imagenet_main_graph_mode.golden_summary
Clustered nodes: 2178 Unclustered nodes: 446 Number of clusters: 1 unclustered size 446 AssignAddVariableOp 2 Const 2 DivNoNan 1 Identity 1 NoOp 1 ReadVariableOp 2 VarHandleOp 435 _Retval 2 cluster 0 size 2178 Add 17 AddN 72 ArgMax 1 AssignAddVariableOp 1 AssignSubVariableOp 106 BiasAdd 1 BiasAddGrad 1 Cast 3 Const 357 Conv2D 53 Conv2DBackpropFilter 53 Conv2DBackpropInput 52
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Jan 06 10:38:14 UTC 2023 - 740 bytes - Viewed (0) -
tensorflow/compiler/jit/tests/keras_imagenet_main.golden_summary
Clustered nodes: 2725 Unclustered nodes: 606 Number of clusters: 2 unclustered size 606 AssignAddVariableOp 1 Const 108 DivNoNan 1 Identity 2 Merge 53 PlaceholderWithDefault 1 ReadVariableOp 2 Switch 1 _Arg 435 _Retval 2 cluster 0 size 1910 Add 16 AddN 71 ArgMax 1 AssignAddVariableOp 1 BiasAdd 1 BiasAddGrad 1 Cast 115 Const 407 Conv2D 53 Conv2DBackpropFilter 53
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Jan 06 10:38:14 UTC 2023 - 874 bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/transforms/cluster_ops_by_policy.h
llvm::SmallVector<Cluster> FindClustersInTheBlock( Block* block, const ClusteringPolicySet& policies, std::function<bool(Operation* op)> filter = {}); // Creates a `tf_device.cluster` operation from the clustered operations. tf_device::ClusterOp CreateClusterOp(Cluster& cluster, StringAttr policy = {}); // -------------------------------------------------------------------------- //
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Fri Mar 03 03:47:00 UTC 2023 - 12.1K bytes - Viewed (0) -
tensorflow/compiler/mlir/tensorflow/utils/cluster_util.h
// ``` // // Assuming `tf.OpA` and `tf.OpC` are clustered together, the region will be // inserted right after `tf.OpC`. The live-out `%0`, however, is used by // `tf.OpB`, which won't dominate the region. This function reorders all users // of the cluster op to be placed after the cluster op itself so that SSA // dominance is preserved after cluster op creation. void ReorderOpResultUses(mlir::Operation* cluster); } // namespace mlir::TF
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Feb 21 22:33:23 UTC 2023 - 2.7K bytes - Viewed (0) -
tensorflow/compiler/jit/defs.h
// Implies auto-clustering: tagged nodes will be clustered and compiled with XLA // on a best-effort basis. extern const char* const kXlaCompileAttr; // "_XlaCompile" // Implies auto-clustering within the given scope. extern const char* const kXlaScopeAttr; // "_XlaScope" extern const char* const kXlaInternalScopeAttr; // "_XlaInternalScope" // The id of the compiled cluster.
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Dec 07 01:03:32 UTC 2021 - 1.7K bytes - Viewed (0) -
tensorflow/compiler/jit/tests/auto_clustering_test_helper.cc
TF_RET_CHECK(absl::SimpleAtoi(*maybe_cluster, &cluster)); clustered_nodes++; } clusters[cluster][n->type_string()]++; cluster_size[cluster]++; } string result = absl::StrCat("Clustered nodes: ", clustered_nodes, "\nUnclustered nodes: ", cluster_size[kNoCluster], "\nNumber of clusters: ", clusters.size() - 1, "\n\n");
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Thu Feb 22 12:11:46 UTC 2024 - 8.5K bytes - Viewed (0) -
tensorflow/compiler/jit/xla_activity.proto
int32 clustered_node_count = 2; // All of the XLA clusters in the TF graph. repeated Cluster clusters = 3; // A histogram of the TF operations that were not clustered. repeated OpAndCount unclustered_op_histogram = 4; } // Listeners listening for auto clustering events get messages of this type. // // Next ID: 4 message XlaAutoClusteringActivity {
Registered: Sun Jun 16 05:45:23 UTC 2024 - Last Modified: Tue Mar 15 03:11:33 UTC 2022 - 3.6K bytes - Viewed (0)