Offline reinforcement learning with Ray AIR
Offline reinforcement learning with Ray AIR#
In this example, we’ll train a reinforcement learning agent using offline training.
Offline training means that the data from the environment (and the actions performed by the agent) have been stored on disk. In contrast, online training samples experiences live by interacting with the environment.
Let’s start with installing our dependencies:
# !pip install -qU "ray[rllib]" gymnasium
Now we can run some imports:
import argparse
import gymnasium as gym
import os
import numpy as np
import ray
from ray.air import Checkpoint
from ray.air.config import RunConfig
from ray.train.rl.rl_predictor import RLPredictor
from ray.train.rl.rl_trainer import RLTrainer
from ray.air.config import ScalingConfig
from ray.air.result import Result
from ray.rllib.algorithms.bc import BC
from ray.tune.tuner import Tuner
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
DESCRIPTOR = _descriptor.FileDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_TENSORSHAPEPROTO = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
DESCRIPTOR = _descriptor.FileDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.EnumValueDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_DATATYPE = _descriptor.EnumDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_SERIALIZEDDTYPE = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
DESCRIPTOR = _descriptor.FileDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_RESOURCEHANDLEPROTO = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
DESCRIPTOR = _descriptor.FileDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_TENSORPROTO = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
DESCRIPTOR = _descriptor.FileDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
_descriptor.FieldDescriptor(
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
if (distutils.version.LooseVersion(tf.__version__) <
/Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
distutils.version.LooseVersion(required_tensorflow_version)):
WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
Instructions for updating:
experimental_relax_shapes is deprecated, use reduce_retracing instead
We will be training on offline data - this means we have full agent trajectories stored somewhere on disk and want to train on these past experiences.
Usually this data could come from external systems, or a database of historical data. But for this example, we’ll generate some offline data ourselves and store it using RLlibs output_config.
def generate_offline_data(path: str):
print(f"Generating offline data for training at {path}")
trainer = RLTrainer(
algorithm="PPO",
run_config=RunConfig(stop={"timesteps_total": 5000}),
config={
"env": "CartPole-v1",
"output": "dataset",
"output_config": {
"format": "json",
"path": path,
"max_num_samples_per_file": 1,
},
"batch_mode": "complete_episodes",
"framework": "tf"
},
)
trainer.fit()
Here we define the training function. It will create an RLTrainer using the PPO algorithm and kick off training on the CartPole-v1 environment. It will use the offline data provided in path for this.
def train_rl_bc_offline(path: str, num_workers: int, use_gpu: bool = False) -> Result:
print("Starting offline training")
dataset = ray.data.read_json(
path, parallelism=num_workers, ray_remote_args={"num_cpus": 1}
)
trainer = RLTrainer(
run_config=RunConfig(stop={"training_iteration": 5}),
scaling_config=ScalingConfig(num_workers=num_workers, use_gpu=use_gpu),
datasets={"train": dataset},
algorithm=BC,
config={
"env": "CartPole-v1",
"framework": "tf",
"evaluation_num_workers": 1,
"evaluation_interval": 1,
"evaluation_config": {"input": "sampler"},
"framework": "tf"
},
)
# Todo (krfricke/xwjiang): Enable checkpoint config in RunConfig
# result = trainer.fit()
tuner = Tuner(
trainer,
_tuner_kwargs={"checkpoint_at_end": True},
)
result = tuner.fit()[0]
return result
Once we trained our RL policy, we want to evaluate it on a fresh environment. For this, we will also define a utility function:
def evaluate_using_checkpoint(checkpoint: Checkpoint, num_episodes) -> list:
predictor = RLPredictor.from_checkpoint(checkpoint)
env = gym.make("CartPole-v1")
rewards = []
for i in range(num_episodes):
obs, _ = env.reset()
reward = 0.0
terminated = truncated = False
while not terminated and not truncated:
action = predictor.predict(np.array([obs]))
obs, r, terminated, truncated, _ = env.step(action[0])
reward += r
rewards.append(reward)
return rewards
Let’s put it all together. First, we initialize Ray and create the offline data:
ray.init(num_cpus=8)
path = "/tmp/out"
generate_offline_data(path)
2023-03-27 17:54:20,991 INFO worker.py:1610 -- Started a local Ray instance.
Generating offline data for training at /tmp/out
Tune Status
| Current time: | 2023-03-27 17:54:38 |
| Running for: | 00:00:16.67 |
| Memory: | 17.9/32.0 GiB |
System Info
Using FIFO scheduling algorithm.Logical resource usage: 0/8 CPUs, 0/0 GPUs
Trial Status
| Trial name | status | loc | iter | total time (s) | ts | reward | episode_reward_max | episode_reward_min | episode_len_mean |
|---|---|---|---|---|---|---|---|---|---|
| AIRPPO_13926_00000 | TERMINATED | 127.0.0.1:18135 | 2 | 6.67488 | 8178 | 42.47 | 142 | 10 | 42.47 |
2023-03-27 17:54:21,544 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
2023-03-27 17:54:21,547 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.EnumValueDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _TENSORPROTO = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18135) _descriptor.FieldDescriptor(
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18135) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18135) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18135) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18135) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18135) Instructions for updating:
(pid=18135) experimental_relax_shapes is deprecated, use reduce_retracing instead
(AIRPPO pid=18135) 2023-03-27 17:54:25,854 WARNING algorithm_config.py:634 -- Cannot create PPOConfig from given `config_dict`! Property __stdout_file__ not supported.
(AIRPPO pid=18135) 2023-03-27 17:54:25,854 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
(AIRPPO pid=18135) 2023-03-27 17:54:25,956 INFO algorithm.py:527 -- Current log_level is WARN. For more information, set 'log_level': 'INFO' / 'DEBUG' or use the -v and -vv flags.
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.EnumValueDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _TENSORPROTO = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18152) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.EnumValueDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _TENSORPROTO = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18151) _descriptor.FieldDescriptor(
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18152) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18152) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18152) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18152) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18152) Instructions for updating:
(pid=18152) experimental_relax_shapes is deprecated, use reduce_retracing instead
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18151) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18151) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18151) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18151) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18151) Instructions for updating:
(pid=18151) experimental_relax_shapes is deprecated, use reduce_retracing instead
(AIRPPO pid=18135) 2023-03-27 17:54:31,465 WARNING util.py:67 -- Install gputil for GPU system monitoring.
(RolloutWorker pid=18151) 2023-03-27 17:54:32,495 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[Repartition] -> TaskPoolMapOperator[Write]
(pid=18152) Resource usage vs limits 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) *- Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Write 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) output: 0 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:00<?, ?it/s]
:00<?, ?it/s]
(RolloutWorker pid=18152) 2023-03-27 17:54:32,478 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[Repartition] -> TaskPoolMapOperator[Write]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) *- Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Write: 0 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) output: 0 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) *- Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Write 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Output 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) output: 0 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Write: 0 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) *- Repartition 2: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
(pid=18152) Repartition: 0 active, 0 queued, 1 output 1: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.27 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
(pid=18152) Write: 1 active, 0 queued 3: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18152) output: 1 queued 4: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18152) Write: 0 active, 0 queued 3: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
0, 1.04s/it]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) *- Repartition 2: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Write: 0 active, 0 queued 3: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) output: 0 queued 4: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) *- Repartition 2: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
(pid=18151) Repartition: 0 active, 0 queued, 1 output 1: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.27 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
(pid=18151) Write: 1 active, 0 queued 3: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) output: 1 queued 4: 0%| | 0/1 [00:01<?, ?it/s]
(pid=18151) Write: 0 active, 0 queued 3: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:01<00:00, 1.04s/it]
0, 1.04s/it]
Trial Progress
| Trial name | agent_timesteps_total | connector_metrics | counters | custom_metrics | date | done | episode_len_mean | episode_media | episode_reward_max | episode_reward_mean | episode_reward_min | episodes_this_iter | episodes_total | hostname | info | iterations_since_restore | node_ip | num_agent_steps_sampled | num_agent_steps_trained | num_env_steps_sampled | num_env_steps_sampled_this_iter | num_env_steps_trained | num_env_steps_trained_this_iter | num_faulty_episodes | num_healthy_workers | num_in_flight_async_reqs | num_remote_worker_restarts | num_steps_trained_this_iter | perf | pid | policy_reward_max | policy_reward_mean | policy_reward_min | sampler_perf | sampler_results | time_since_restore | time_this_iter_s | time_total_s | timers | timestamp | timesteps_total | training_iteration | trial_id |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIRPPO_13926_00000 | 8178 | {'ObsPreprocessorConnector_ms': 0.0021338462829589844, 'StateBufferConnector_ms': 0.0017347335815429688, 'ViewRequirementAgentConnector_ms': 0.04166698455810547} | {'num_env_steps_sampled': 8178, 'num_env_steps_trained': 8178, 'num_agent_steps_sampled': 8178, 'num_agent_steps_trained': 8178} | {} | 2023-03-27_17-54-38 | True | 42.47 | {} | 142 | 42.47 | 10 | 92 | 281 | avnishs-MBP-3.local.meter | {'learner': {'default_policy': {'learner_stats': {'cur_kl_coeff': 0.30000001192092896, 'cur_lr': 4.999999873689376e-05, 'total_loss': 9.337271, 'policy_loss': -0.039199617, 'vf_loss': 9.371461, 'vf_explained_var': -0.022316217, 'kl': 0.01669961, 'entropy': 0.6098431, 'entropy_coeff': 0.0, 'model': {}}, 'custom_metrics': {}, 'num_agent_steps_trained': 128.0, 'num_grad_updates_lifetime': 1395.5, 'diff_num_grad_updates_vs_sampler_policy': 464.5}}, 'num_env_steps_sampled': 8178, 'num_env_steps_trained': 8178, 'num_agent_steps_sampled': 8178, 'num_agent_steps_trained': 8178} | 2 | 127.0.0.1 | 8178 | 8178 | 8178 | 4084 | 8178 | 4084 | 0 | 2 | 0 | 0 | 4084 | {'cpu_util_percent': 31.325000000000003, 'ram_util_percent': 55.975} | 18135 | {} | {} | {} | {'mean_raw_obs_processing_ms': 0.15335229750001758, 'mean_inference_ms': 0.23267231115514697, 'mean_action_processing_ms': 0.0547177970695538, 'mean_env_wait_ms': 0.02298417109998323, 'mean_env_render_ms': 0.0} | {'episode_reward_max': 142.0, 'episode_reward_min': 10.0, 'episode_reward_mean': 42.47, 'episode_len_mean': 42.47, 'episode_media': {}, 'episodes_this_iter': 92, 'policy_reward_min': {}, 'policy_reward_max': {}, 'policy_reward_mean': {}, 'custom_metrics': {}, 'hist_stats': {'episode_reward': [30.0, 10.0, 20.0, 34.0, 11.0, 17.0, 13.0, 28.0, 63.0, 82.0, 111.0, 36.0, 16.0, 46.0, 65.0, 26.0, 15.0, 25.0, 56.0, 91.0, 26.0, 107.0, 68.0, 27.0, 21.0, 74.0, 24.0, 25.0, 90.0, 53.0, 61.0, 15.0, 18.0, 47.0, 24.0, 68.0, 17.0, 33.0, 40.0, 20.0, 29.0, 19.0, 45.0, 44.0, 49.0, 50.0, 47.0, 25.0, 25.0, 13.0, 15.0, 27.0, 13.0, 13.0, 23.0, 19.0, 22.0, 86.0, 99.0, 76.0, 55.0, 35.0, 91.0, 18.0, 45.0, 18.0, 66.0, 52.0, 63.0, 91.0, 61.0, 24.0, 56.0, 67.0, 23.0, 24.0, 33.0, 18.0, 23.0, 56.0, 56.0, 19.0, 35.0, 105.0, 32.0, 19.0, 37.0, 48.0, 16.0, 28.0, 22.0, 13.0, 142.0, 33.0, 47.0, 54.0, 39.0, 120.0, 18.0, 53.0], 'episode_lengths': [30, 10, 20, 34, 11, 17, 13, 28, 63, 82, 111, 36, 16, 46, 65, 26, 15, 25, 56, 91, 26, 107, 68, 27, 21, 74, 24, 25, 90, 53, 61, 15, 18, 47, 24, 68, 17, 33, 40, 20, 29, 19, 45, 44, 49, 50, 47, 25, 25, 13, 15, 27, 13, 13, 23, 19, 22, 86, 99, 76, 55, 35, 91, 18, 45, 18, 66, 52, 63, 91, 61, 24, 56, 67, 23, 24, 33, 18, 23, 56, 56, 19, 35, 105, 32, 19, 37, 48, 16, 28, 22, 13, 142, 33, 47, 54, 39, 120, 18, 53]}, 'sampler_perf': {'mean_raw_obs_processing_ms': 0.15335229750001758, 'mean_inference_ms': 0.23267231115514697, 'mean_action_processing_ms': 0.0547177970695538, 'mean_env_wait_ms': 0.02298417109998323, 'mean_env_render_ms': 0.0}, 'num_faulty_episodes': 0, 'connector_metrics': {'ObsPreprocessorConnector_ms': 0.0021338462829589844, 'StateBufferConnector_ms': 0.0017347335815429688, 'ViewRequirementAgentConnector_ms': 0.04166698455810547}} | 6.67488 | 2.78362 | 6.67488 | {'training_iteration_time_ms': 3334.479, 'sample_time_ms': 1587.615, 'load_time_ms': 0.154, 'load_throughput': 26569340.133, 'learn_time_ms': 1741.89, 'learn_throughput': 2347.45, 'synch_weights_time_ms': 1.479} | 1679964878 | 8178 | 2 | 13926_00000 |
(RolloutWorker pid=18151) 2023-03-27 17:54:36,439 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[Repartition] -> TaskPoolMapOperator[Write]
(pid=18152) Resource usage vs limits 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) *- Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Write 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) output: 0 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Write: 0 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.27 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 100%|█████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 125.05it/s]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) output: 1 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
, 129.67it/s]
(RolloutWorker pid=18152) 2023-03-27 17:54:36,428 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[Repartition] -> TaskPoolMapOperator[Write]
(pid=18152) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18152) Repartition: 0 active, 0 queued, 0 output 1: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 66.63it/s]
(pid=18152) *- Repartition 2: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 66.24it/s]
(pid=18152) Write: 0 active, 0 queued 3: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 68.83it/s]
(pid=18152) output: 1 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) *- Repartition 2: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Write 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Output 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) output: 0 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Write: 0 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 1 output 1: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.27 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 89.46it/s]
(pid=18151) Write: 1 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
0, 9.91it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.27 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Repartition: 0 active, 0 queued, 0 output 1: 100%|██████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 11.05it/s]
(pid=18151) *- Repartition 2: 100%|███████████████████████████████████████████████████████████████████████████████████████████████████████████████████████████| 1/1 [00:00<00:00, 11.02it/s]
(pid=18151) Write: 1 active, 0 queued 3: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18151) output: 1 queued 4: 0%| | 0/1 [00:00<?, ?it/s]
0, 10.50it/s]
2023-03-27 17:54:38,505 INFO tune.py:916 -- Total run time: 16.97 seconds (16.67 seconds for the tuning loop).
Then, we run training:
result = train_rl_bc_offline(path=path, num_workers=2, use_gpu=False)
Starting offline training
Tune Status
| Current time: | 2023-03-27 17:54:53 |
| Running for: | 00:00:15.07 |
| Memory: | 18.0/32.0 GiB |
System Info
Using FIFO scheduling algorithm.Logical resource usage: 0/8 CPUs, 0/0 GPUs
Trial Status
| Trial name | status | loc | iter | total time (s) | ts | reward | episode_reward_max | episode_reward_min | episode_len_mean |
|---|---|---|---|---|---|---|---|---|---|
| AIRBC_1de03_00000 | TERMINATED | 127.0.0.1:18201 | 5 | 0.817702 | 20308 | nan | nan | nan | nan |
2023-03-27 17:54:38,823 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
2023-03-27 17:54:38,824 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.EnumValueDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _TENSORPROTO = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18201) _descriptor.FieldDescriptor(
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18201) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18201) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18201) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18201) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18201) Instructions for updating:
(pid=18201) experimental_relax_shapes is deprecated, use reduce_retracing instead
(AIRBC pid=18201) 2023-03-27 17:54:43,144 WARNING algorithm_config.py:634 -- Cannot create BCConfig from given `config_dict`! Property __stdout_file__ not supported.
(AIRBC pid=18201) 2023-03-27 17:54:43,145 INFO algorithm_config.py:3299 -- Your framework setting is 'tf', meaning you are using static-graph mode. Set framework='tf2' to enable eager execution with tf2.x. You may also then want to set eager_tracing=True in order to reach similar execution speed as with static-graph mode.
(AIRBC pid=18201) 2023-03-27 17:54:43,246 INFO algorithm.py:527 -- Current log_level is WARN. For more information, set 'log_level': 'INFO' / 'DEBUG' or use the -v and -vv flags.
(AIRBC pid=18201) 2023-03-27 17:54:43,252 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> TaskPoolMapOperator[ReadJSON] -> AllToAllOperator[Repartition]
(pid=18201) Resource usage vs limits 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18201) ReadJSON 1: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) Repartition 2: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) Repartition 3: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) *- Repartition 3: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18201) output: 0 queued 4: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) ReadJSON: 2 active, 0 queued 1: 0%| | 0/2 [00:00<?, ?it/s]
(pid=18201) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 2.13 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18201) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 0.0 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18201) Resource usage vs limits: 0.0/8.0 CPU, 0.0/0.0 GPU, 2.13 MiB/512.0 MiB object_store_memory 0: 0%| | 0/1 [00:00<?, ?it/s]
(pid=18201) output: 2 queued 4: 0%| | 0/2 [00:00<?, ?it/s]
, 227.07it/s]
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.EnumValueDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _TENSORPROTO = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18222) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.EnumValueDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _TENSORPROTO = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18221) _descriptor.FieldDescriptor(
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18222) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18222) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18222) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18221) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18221) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18221) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18222) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18222) Instructions for updating:
(pid=18222) experimental_relax_shapes is deprecated, use reduce_retracing instead
(pid=18221) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18221) Instructions for updating:
(pid=18221) experimental_relax_shapes is deprecated, use reduce_retracing instead
(RolloutWorker pid=18222) DatasetReader 2 has 4, samples.
(RolloutWorker pid=18221) DatasetReader 1 has 4, samples.
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:18: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:36: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:43: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:29: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _TENSORSHAPEPROTO_DIM = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:73: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:80: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_shape_pb2.py:66: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _TENSORSHAPEPROTO = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:19: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:33: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:37: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:41: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:45: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:49: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:53: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:57: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:61: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:65: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:69: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:73: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:77: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:81: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:85: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:89: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:93: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:97: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:101: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:105: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:109: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:113: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:117: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:121: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:125: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:129: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:133: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:137: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:141: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:145: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:149: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:153: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:157: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:161: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:165: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:169: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:173: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:177: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:181: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:185: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:189: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:193: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:197: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:201: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:205: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:209: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:213: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:217: DeprecationWarning: Call to deprecated create function EnumValueDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.EnumValueDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:27: DeprecationWarning: Call to deprecated create function EnumDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _DATATYPE = _descriptor.EnumDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:287: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/types_pb2.py:280: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _SERIALIZEDDTYPE = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:20: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:39: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:46: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:32: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _RESOURCEHANDLEPROTO_DTYPEANDSHAPE = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:76: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:83: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:90: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:97: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:104: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:111: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/resource_handle_pb2.py:69: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _RESOURCEHANDLEPROTO = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:89: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:96: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:103: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:110: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:117: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:124: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:131: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:138: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:145: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:152: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:33: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _TENSORPROTO = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:183: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:190: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:197: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/tensor_pb2.py:176: DeprecationWarning: Call to deprecated create function Descriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _VARIANTTENSORDATAPROTO = _descriptor.Descriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:21: DeprecationWarning: Call to deprecated create function FileDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) DESCRIPTOR = _descriptor.FileDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:40: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:47: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:54: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:61: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:68: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:75: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/core/framework/attr_value_pb2.py:82: DeprecationWarning: Call to deprecated create function FieldDescriptor(). Note: Create unlinked descriptors is going to go away. Please use get/find descriptors from generated code or query the descriptor_pool.
(pid=18274) _descriptor.FieldDescriptor(
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:61: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18274) if (distutils.version.LooseVersion(tf.__version__) <
(pid=18274) /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow_probability/python/__init__.py:62: DeprecationWarning: distutils Version classes are deprecated. Use packaging.version instead.
(pid=18274) distutils.version.LooseVersion(required_tensorflow_version)):
(pid=18274) WARNING:tensorflow:From /Users/avnish/miniforge3/envs/ray/lib/python3.8/site-packages/tensorflow/python/util/deprecation.py:561: calling function (from tensorflow.python.eager.polymorphic_function.polymorphic_function) with experimental_relax_shapes is deprecated and will be removed in a future version.
(pid=18274) Instructions for updating:
(pid=18274) experimental_relax_shapes is deprecated, use reduce_retracing instead
(AIRBC pid=18201) 2023-03-27 17:54:52,964 WARNING util.py:67 -- Install gputil for GPU system monitoring.
(RolloutWorker pid=18222) 2023-03-27 17:54:52,971 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
(RolloutWorker pid=18222) 2023-03-27 17:54:52,998 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
(RolloutWorker pid=18221) 2023-03-27 17:54:52,971 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
(RolloutWorker pid=18221) 2023-03-27 17:54:52,997 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
(AIRBC pid=18201) 2023-03-27 17:54:53,061 WARNING deprecation.py:50 -- DeprecationWarning: `remote_workers()` has been deprecated. Accessing the list of remote workers directly through remote_workers() is strongly discouraged. Please try to use one of the foreach accessors that is fault tolerant. This will raise an error in the future!
Trial Progress
| Trial name | agent_timesteps_total | connector_metrics | counters | custom_metrics | date | done | episode_len_mean | episode_media | episode_reward_max | episode_reward_mean | episode_reward_min | episodes_this_iter | episodes_total | evaluation | hostname | info | iterations_since_restore | node_ip | num_agent_steps_sampled | num_agent_steps_trained | num_env_steps_sampled | num_env_steps_sampled_this_iter | num_env_steps_trained | num_env_steps_trained_this_iter | num_faulty_episodes | num_healthy_workers | num_in_flight_async_reqs | num_remote_worker_restarts | num_steps_trained_this_iter | perf | pid | policy_reward_max | policy_reward_mean | policy_reward_min | sampler_perf | sampler_results | time_since_restore | time_this_iter_s | time_total_s | timers | timestamp | timesteps_total | training_iteration | trial_id |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| AIRBC_1de03_00000 | 20308 | {} | {'num_env_steps_sampled': 20308, 'num_env_steps_trained': 20308, 'num_agent_steps_sampled': 20308, 'num_agent_steps_trained': 20308} | {} | 2023-03-27_17-54-53 | True | nan | {} | nan | nan | nan | 0 | 0 | {'episode_reward_max': 64.0, 'episode_reward_min': 10.0, 'episode_reward_mean': 25.4, 'episode_len_mean': 25.4, 'episode_media': {}, 'episodes_this_iter': 10, 'policy_reward_min': {}, 'policy_reward_max': {}, 'policy_reward_mean': {}, 'custom_metrics': {}, 'hist_stats': {'episode_reward': [64.0, 12.0, 26.0, 41.0, 28.0, 14.0, 26.0, 12.0, 10.0, 21.0], 'episode_lengths': [64, 12, 26, 41, 28, 14, 26, 12, 10, 21]}, 'sampler_perf': {'mean_raw_obs_processing_ms': 0.13335046551822577, 'mean_inference_ms': 0.24233584212591092, 'mean_action_processing_ms': 0.05490617602283419, 'mean_env_wait_ms': 0.02295475771705934, 'mean_env_render_ms': 0.0}, 'num_faulty_episodes': 0, 'connector_metrics': {'ObsPreprocessorConnector_ms': 0.002467632293701172, 'StateBufferConnector_ms': 0.001697540283203125, 'ViewRequirementAgentConnector_ms': 0.03911256790161133}, 'num_agent_steps_sampled_this_iter': 254, 'num_env_steps_sampled_this_iter': 254, 'timesteps_this_iter': 254, 'num_healthy_workers': 1, 'num_in_flight_async_reqs': 0, 'num_remote_worker_restarts': 0} | avnishs-MBP-3.local.meter | {'learner': {'default_policy': {'learner_stats': {'policy_loss': 0.6908361, 'total_loss': 0.6908361, 'model': {}}, 'custom_metrics': {}, 'num_agent_steps_trained': 2000.0, 'num_grad_updates_lifetime': 9.5, 'diff_num_grad_updates_vs_sampler_policy': 8.5}}, 'num_env_steps_sampled': 20308, 'num_env_steps_trained': 20308, 'num_agent_steps_sampled': 20308, 'num_agent_steps_trained': 20308} | 5 | 127.0.0.1 | 20308 | 20308 | 20308 | 4086 | 20308 | 4086 | 0 | 2 | 0 | 0 | 4086 | {'cpu_util_percent': 31.5, 'ram_util_percent': 56.1} | 18201 | {} | {} | {} | {} | {'episode_reward_max': nan, 'episode_reward_min': nan, 'episode_reward_mean': nan, 'episode_len_mean': nan, 'episode_media': {}, 'episodes_this_iter': 0, 'policy_reward_min': {}, 'policy_reward_max': {}, 'policy_reward_mean': {}, 'custom_metrics': {}, 'hist_stats': {'episode_reward': [], 'episode_lengths': []}, 'sampler_perf': {}, 'num_faulty_episodes': 0, 'connector_metrics': {}} | 0.817702 | 0.158709 | 0.817702 | {'training_iteration_time_ms': 41.139, 'sample_time_ms': 24.645, 'load_time_ms': 0.145, 'load_throughput': 27982235.753, 'learn_time_ms': 14.916, 'learn_throughput': 272298.371, 'synch_weights_time_ms': 1.369} | 1679964893 | 20308 | 5 | 1de03_00000 |
(RolloutWorker pid=18222) 2023-03-27 17:54:53,681 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
(RolloutWorker pid=18221) 2023-03-27 17:54:53,681 INFO streaming_executor.py:83 -- Executing DAG InputDataBuffer[Input] -> AllToAllOperator[RandomShuffle]
2023-03-27 17:54:54,384 INFO tune.py:916 -- Total run time: 15.57 seconds (15.06 seconds for the tuning loop).
And then, using the obtained checkpoint, we evaluate the policy on a fresh environment:
num_eval_episodes = 3
rewards = evaluate_using_checkpoint(result.checkpoint, num_episodes=num_eval_episodes)
print(f"Average reward over {num_eval_episodes} episodes: " f"{np.mean(rewards)}")
2023-03-27 17:54:54,398 WARNING checkpoints.py:109 -- No `rllib_checkpoint.json` file found in checkpoint directory /var/folders/jr/6lgb7_ln64v1kppw9szl17rc0000gn/T/tmplfuo47jv! Trying to extract checkpoint info from other files found in that dir.
2023-03-27 17:54:54,475 INFO policy.py:1281 -- Policy (worker=local) running on CPU.
2023-03-27 17:54:54,476 INFO tf_policy.py:171 -- Found 0 visible cuda devices.
2023-03-27 17:54:54,496 INFO dynamic_tf_policy_v2.py:710 -- Adding extra-action-fetch `action_prob` to view-reqs.
2023-03-27 17:54:54,497 INFO dynamic_tf_policy_v2.py:710 -- Adding extra-action-fetch `action_logp` to view-reqs.
2023-03-27 17:54:54,498 INFO dynamic_tf_policy_v2.py:710 -- Adding extra-action-fetch `action_dist_inputs` to view-reqs.
2023-03-27 17:54:54,499 INFO dynamic_tf_policy_v2.py:710 -- Adding extra-action-fetch `vf_preds` to view-reqs.
2023-03-27 17:54:54,499 INFO dynamic_tf_policy_v2.py:722 -- Testing `postprocess_trajectory` w/ dummy batch.
2023-03-27 17:54:54,695 INFO tf_run_builder.py:108 -- Executing TF run without tracing. To dump TF timeline traces to disk, set the TF_TIMELINE_DIR environment variable.
Average reward over 3 episodes: 25.333333333333332