W3cubDocs

/TensorFlow 2.4

tf.raw_ops.BoostedTreesMakeStatsSummary

Makes the summary of accumulated stats for the batch.

The summary stats contains gradients and hessians accumulated into the corresponding node and bucket for each example.

Args
node_ids A Tensor of type int32. int32 Rank 1 Tensor containing node ids, which each example falls into for the requested layer.
gradients A Tensor of type float32. float32; Rank 2 Tensor (shape=[#examples, 1]) for gradients.
hessians A Tensor of type float32. float32; Rank 2 Tensor (shape=[#examples, 1]) for hessians.
bucketized_features_list A list of at least 1 Tensor objects with type int32. int32 list of Rank 1 Tensors, each containing the bucketized feature (for each feature column).
max_splits An int that is >= 1. int; the maximum number of splits possible in the whole tree.
num_buckets An int that is >= 1. int; equals to the maximum possible value of bucketized feature.
name A name for the operation (optional).
Returns
A Tensor of type float32.

© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.4/api_docs/python/tf/raw_ops/BoostedTreesMakeStatsSummary