AmosChenYQ’s gists

AmosChenYQ / 📊 Development breakdown of last week

Last active April 9, 2024 15:54

waka time

	Python 1 min ████████████████████▋ 98.4%
	Other 0 secs ▎░░░░░░░░░░░░░░░░░░░░ 1.6%

AmosChenYQ / graph_execution.log

Last active June 16, 2022 03:47

Logs from eager execution and graph lazy execution

	2022-06-13 13:40:38.064084: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE3 SSE4.1 SSE4.2 AVX AVX2 AVX512F AVX512_VNNI FMA
	To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
	2022-06-13 13:40:38.214452: I tensorflow/core/platform/cloud/gcs_file_system.cc:806] GCS cache max size = 0 ; block size = 67108864 ; max staleness = 0
	2022-06-13 13:40:38.214523: I ./tensorflow/core/platform/cloud/ram_file_block_cache.h:64] GCS file block cache is disabled
	2022-06-13 13:40:38.214537: I tensorflow/core/platform/cloud/gcs_file_system.cc:846] GCS DNS cache is disabled, because GCS_RESOLVE_REFRESH_SECS = 0 (or is not set)
	2022-06-13 13:40:38.214542: I tensorflow/core/platform/cloud/gcs_file_system.cc:876] GCS additional header DISABLED. No environment variable set.
	2022-06-13 13:40:38.215427: I tensorflow/core/util/ut

AmosChenYQ / op-variant.log

Last active June 5, 2022 13:32

The log which was generated by a simple matrix multiple with add in different batch sizes

	2022-06-04 06:28:32.200335: I tensorflow/core/platform/cpu_feature_guard.cc:193] This TensorFlow binary is optimized with oneAPI Deep Neural Network Library (oneDNN) to use the following CPU instructions in performance-critical operations: SSE3 SSE4.1 SSE4.2 AVX AVX2 AVX512F AVX512_VNNI FMA
	To enable them in other operations, rebuild TensorFlow with the appropriate compiler flags.
	2022-06-04 06:28:32.347341: I tensorflow/core/platform/cloud/gcs_file_system.cc:806] GCS cache max size = 0 ; block size = 67108864 ; max staleness = 0
	2022-06-04 06:28:32.347417: I ./tensorflow/core/platform/cloud/ram_file_block_cache.h:64] GCS file block cache is disabled
	2022-06-04 06:28:32.347432: I tensorflow/core/platform/cloud/gcs_file_system.cc:846] GCS DNS cache is disabled, because GCS_RESOLVE_REFRESH_SECS = 0 (or is not set)
	2022-06-04 06:28:32.347437: I tensorflow/core/platform/cloud/gcs_file_system.cc:876] GCS additional header DISABLED. No environment variable set.
	2022-06-04 06:28:32.348248: I tensorflow/core/util/ut

AmosChenYQ / resnet_50_top_3.json

Created December 11, 2021 03:34

resnet_50_top_3.json

	{"config_index_list": "37013720 21154581 42777610 68617 18248538 21813144 37250737 17352267 16685057 15277050 10492828 29677590 453319 14163797 8893076 3273025 915866 1102226 7379531 83263 1508441 536828 341533 203146 181740 822416 351938 5", "mean": 2.829405930824578, "median": 2.5455483701080084, "std": 0.6339614031016598}
	{"config_index_list": "36662768 21154581 42777610 68617 18248538 21813144 37250737 17352267 16685057 15277050 10492828 29677590 453319 14163797 8893076 3273025 915866 1102226 7379531 83263 1508441 536828 341533 203146 181740 822416 351938 5", "mean": 2.8593417396768928, "median": 2.800494432449341, "std": 0.564125701361504}
	{"config_index_list": "37013737 21154581 42777610 68617 18248538 21813144 37250737 17352267 16685057 15277050 10492828 29677590 453319 14163797 8893076 3273025 915866 1102226 7379531 83263 1508441 536828 341533 203146 181740 822416 351938 5", "mean": 2.840397721156478, "median": 2.683904254809022, "std": 0.6637734127777604}
	{"config_index_list": "37013720 9327405 42777

AmosChenYQ / resnet_18_top_3.json

Created December 9, 2021 04:30

resnet 18 top 3 combo results

This file has been truncated, but you can view the full file.

	{"config_index_list": "35045765 80284655 135791 31368148 32723934 435912 3340828 7879316 400150 83263 528032 234599 645507 418814 174276 4", "mean": 0.7447539735585451, "median": 0.7784869754686952, "std": 0.26961062438399824}
	{"config_index_list": "35045765 80284655 135791 31368148 32723934 435912 3340828 7879316 400150 83263 528032 234599 645507 418814 174276 6", "mean": 0.7451336318627, "median": 0.9302854305133224, "std": 0.2882955617487474}
	{"config_index_list": "35045765 80284655 135791 31368148 32723934 435912 3340828 7879316 400150 83263 528032 234599 645507 418814 174276 5", "mean": 0.7471149880439043, "median": 0.930317398160696, "std": 0.2839726985859365}
	{"config_index_list": "35045765 80284655 135791 31368148 32723934 435912 3340828 7879316 400150 83263 528032 234599 645507 418814 174269 4", "mean": 0.7485703565180302, "median": 0.933824572712183, "std": 0.28966137689848437}
	{"config_index_list": "35045765 80284655 135791 31368148 32723934 435912 3340828 7879316 400150 83263 528032 234599 645507

AmosChenYQ / autotvm-cuda.py

Created November 12, 2021 12:58

autotvm-cuda

	# Licensed to the Apache Software Foundation (ASF) under one
	# or more contributor license agreements. See the NOTICE file
	# distributed with this work for additional information
	# regarding copyright ownership. The ASF licenses this file
	# to you 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
	#

YingQin Chen AmosChenYQ