xilenteyex
xilenteyex
/ toy_matmul_cdep_fixed.py
Created
March 6, 2019 21:39
toy matmul code with placeholders moved out of the control dependency context
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| import tensorflow as tf | |
| import json | |
| import sys | |
| from tensorflow.python.client import timeline | |
| from protobuf_to_dict import protobuf_to_dict | |
| from google.protobuf.json_format import MessageToJson | |
| from tensorflow.core.protobuf import rewriter_config_pb2 | |
| from tensorflow.python.framework import graph_io | |
| import os |
xilenteyex
/ toy_matmul_timeline.ctf.json
Created
March 6, 2019 21:32
Timeline for toy matmul example with fixed control dependencies and env vars set
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| { | |
| "traceEvents": [ | |
| { | |
| "ph": "M", | |
| "args": { | |
| "name": "Allocators" | |
| }, | |
| "pid": 0, | |
| "name": "process_name" | |
| }, |
xilenteyex
/ feed_dict
Created
February 13, 2019 18:33
Toy example for adding control dependencies after graph creation. Note that to run this, you must have 2GPUs
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| Placeholder_2:0 | |
| Placeholder_4:0 | |
| Placeholder_6:0 | |
| Placeholder_8:0 | |
| Placeholder_10:0 | |
| Placeholder_12:0 | |
| Placeholder_14:0 | |
| Placeholder_16:0 | |
| Placeholder_3:0 | |
| Placeholder_5:0 |
xilenteyex
/ toy_matmul_timeline.ctf.json
Created
February 13, 2019 18:00
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| { | |
| "traceEvents": [ | |
| { | |
| "ph": "M", | |
| "args": { | |
| "name": "Allocators" | |
| }, | |
| "pid": 0, | |
| "name": "process_name" | |
| }, |
xilenteyex
/ toy_matmul_cdep.py
Created
February 13, 2019 17:58
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| import tensorflow as tf | |
| import json | |
| import sys | |
| from tensorflow.python.client import timeline | |
| from protobuf_to_dict import protobuf_to_dict | |
| from google.protobuf.json_format import MessageToJson | |
| from tensorflow.core.protobuf import rewriter_config_pb2 | |
| from tensorflow.python.framework import graph_io | |
| import os |
xilenteyex
/ toy_matmul_graph.py
Created
February 8, 2019 21:54
Script to create graph of toy matrix multiplication and add dependencies after creating the graph
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| import tensorflow as tf | |
| import json | |
| import sys | |
| from tensorflow.python.client import timeline | |
| from protobuf_to_dict import protobuf_to_dict | |
| from google.protobuf.json_format import MessageToJson | |
| from tensorflow.core.protobuf import rewriter_config_pb2 | |
| dim = 16384 |
xilenteyex
/ toy_matmul.py
Created
December 27, 2018 00:44
A toy example to check if we can force dependencies between completely unrelated operations
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| import tensorflow as tf | |
| dim = 32 | |
| X1 = tf.random_uniform([dim, dim], 0, 10) | |
| _X1 = tf.placeholder(dtype=tf.float32, shape=[dim, dim]) | |
| X2 = tf.random_uniform([dim, dim], 0, 10) | |
| _X2 = tf.placeholder(dtype=tf.float32, shape=[dim, dim]) |
xilenteyex
/ mnist_step_stats_99.json
Created
September 9, 2018 22:23
step stats file for mnist_step_99
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| { | |
| "devStats": [ | |
| { | |
| "device": "/job:localhost/replica:0/task:0/device:CPU:0", | |
| "nodeStats": [ | |
| { | |
| "allStartMicros": "1536530947156331", | |
| "opStartRelMicros": "2", | |
| "timelineLabel": "_SOURCE = NoOp()", | |
| "nodeName": "_SOURCE", |
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| { | |
| "traceEvents": [ | |
| { | |
| "ph": "M", | |
| "args": { | |
| "name": "Allocators" | |
| }, | |
| "pid": 0, | |
| "name": "process_name" | |
| }, |
xilenteyex
/ mnist_timeline.py
Created
September 9, 2018 22:21
simple script to log timeline for a mint example
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| # Copyright 2015 The TensorFlow Authors. All Rights Reserved. | |
| # | |
| # Licensed under the Apache License, Version 2.0 (the 'License'); | |
| # you may not use this file except in compliance with the License. | |
| # You may obtain a copy of the License at | |
| # | |
| # http://www.apache.org/licenses/LICENSE-2.0 | |
| # | |
| # Unless required by applicable law or agreed to in writing, software | |
| # distributed under the License is distributed on an 'AS IS' BASIS, |
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