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Multithreaded Inference Support #16654

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a6c95ef
Add cached op threadsafe version with corresponding C APIs, CPP Packa…
anirudh2290 Oct 19, 2019
5304b7c
Fix download cmd in runtime_functions
anirudh2290 Oct 28, 2019
9e3eced
Add CI changes
anirudh2290 Oct 29, 2019
1359ec8
Add stage
anirudh2290 Oct 29, 2019
b9b4b94
Fix lint
anirudh2290 Oct 30, 2019
6e8ff59
Change to DEFAULT for C API
anirudh2290 Oct 30, 2019
58a0790
Fix mxnet_unit_tests path
anirudh2290 Oct 30, 2019
24a888d
export correct LD_LIBRARY_PATH
anirudh2290 Oct 31, 2019
76b5076
Add cpp include dirs
anirudh2290 Oct 31, 2019
29ad64f
Build test with USE_CPP_PACKAGE
anirudh2290 Oct 31, 2019
d5b67e4
Add cached op threadsafe version with corresponding C APIs, CPP Packa…
anirudh2290 Oct 19, 2019
4b36e27
Fix download cmd in runtime_functions
anirudh2290 Oct 28, 2019
62d8979
Merge
anirudh2290 Oct 31, 2019
54a67b6
Merge remote
anirudh2290 Oct 31, 2019
4043ec1
change mkldnn lib name
anirudh2290 Nov 1, 2019
26bf63a
Add static_alloc, static_Shape support
anirudh2290 Nov 1, 2019
9cb121f
Address review comments
anirudh2290 Nov 5, 2019
6f7ac93
Make GetCachedOpThreadSafeState similar to cached_op
anirudh2290 Nov 5, 2019
db72a3e
Address review comments: comments for locking strategy
anirudh2290 Nov 7, 2019
fd6fa6d
multithreaded inference tutorial
anirudh2290 Nov 8, 2019
a8eb875
[Estimator] handle composite metrics in estimator (#16676)
szha Oct 31, 2019
437f1c7
[Estimator] refactor estimator to allow overriding evaluate/fit of a …
szha Oct 31, 2019
2a97260
Pointwise fusion for GPU (#15167)
ptrendx Nov 1, 2019
4f5a909
fix install dir (#16690)
TaoLv Nov 1, 2019
5b901e9
[numpy] add numpy operator : append (#16564)
JiangZhaoh Nov 1, 2019
b3c4f90
Initializer.__eq__ (#16680)
leezu Nov 1, 2019
2e7dd2b
fix binary dependencies in CD and nightly (#16693)
TaoLv Nov 1, 2019
954b63b
[MKL-DNN] Add mxnet mkldnn cmake tutorial (#16688)
xinyu-intel Nov 1, 2019
e5b5366
Revert "[MKLDNN]Fix reorder2default (#16602)" (#16697)
ZhennanQin Nov 1, 2019
0198d80
[Estimator] refactor estimator and clarify docs (#16694)
szha Nov 1, 2019
d104745
Eliminate common expressions (#15657)
ptrendx Nov 1, 2019
b1aba6a
Backport of #16711, #16737, #16408 to 1.6 branch (#16763)
ptrendx Nov 8, 2019
0b833a2
Add example and documentation for multi threaded inference
anirudh2290 Nov 14, 2019
23a02e5
merge changes
anirudh2290 Nov 14, 2019
4435f7d
merge changes
anirudh2290 Nov 14, 2019
453f4e5
Add LICENSE
anirudh2290 Nov 14, 2019
7e5d3ad
Add get_model.py
anirudh2290 Nov 14, 2019
c6ae1b8
Add license for README
anirudh2290 Nov 14, 2019
84e2ef3
Refactor cached op and cached op threadsafe
anirudh2290 Nov 20, 2019
b8270ac
Merge branch 'master' of https://github.com/apache/incubator-mxnet in…
anirudh2290 Nov 20, 2019
6bde360
Add limitation
anirudh2290 Nov 20, 2019
13074e2
Add tests for naive engine
anirudh2290 Dec 3, 2019
3e17e5f
Merge changes
anirudh2290 Dec 4, 2019
2ec6adb
Add latest test changes
anirudh2290 Dec 7, 2019
b96a603
Thread Safety tests in NaiveEngine mode
anirudh2290 Jan 6, 2020
b088f9c
Merge branch 'master' of https://github.com/apache/incubator-mxnet in…
anirudh2290 Jan 6, 2020
978b762
Merge branch 'master' of https://github.com/apache/incubator-mxnet in…
anirudh2290 Jan 6, 2020
c45ab34
Thread Safety tests update
anirudh2290 Jan 6, 2020
3204fc3
Update thread safety tests, add unsupported use cases
anirudh2290 Jan 7, 2020
a76e7c5
Changes to doc and refactor
anirudh2290 Jan 10, 2020
b3f5e7e
Fix todo owner, indentation and mx_float->float
anirudh2290 Jan 13, 2020
4ccfbd5
Refactor cached op code, remove num_threads arg from example
anirudh2290 Jan 14, 2020
2898766
Merge jenkins ci groovy file
anirudh2290 Jan 14, 2020
8c4e917
Fix lint
anirudh2290 Jan 14, 2020
dfd8a9e
Fix warning
anirudh2290 Jan 14, 2020
79d1878
Merge branch 'master' of https://github.com/apache/incubator-mxnet in…
anirudh2290 Jan 15, 2020
cd64b33
Add back cython, required for unix-gpu build
anirudh2290 Jan 15, 2020
3345d8f
Fix for windows
anirudh2290 Jan 15, 2020
0b91267
Add bulking support for thread safe cached op version
anirudh2290 Jan 16, 2020
edd4fdf
Add support for subgraph testing
anirudh2290 Jan 16, 2020
8e7e085
import mxnet before calling get_backend_symbol
anirudh2290 Jan 16, 2020
800847d
Fix symbol json name
anirudh2290 Jan 16, 2020
36ae782
Refactor DynamicForward
anirudh2290 Jan 18, 2020
d942e0c
Add comments
anirudh2290 Jan 21, 2020
2524a24
Add DMLC_ATTRIBUTE_UNUSED
anirudh2290 Jan 21, 2020
231f7b1
Fix use_naive_run issue
anirudh2290 Jan 22, 2020
a663063
Fix lint
anirudh2290 Jan 22, 2020
ad90150
Revert unittest_cpp to old test since it doesnt test thread safety
anirudh2290 Jan 22, 2020
662ab93
Fix doc
anirudh2290 Jan 23, 2020
7288128
Merge
anirudh2290 Jan 31, 2020
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Add license for README
anirudh2290 committed Nov 14, 2019
commit c6ae1b8d08fd4225a4862c2aa3adb624a54057b5
18 changes: 18 additions & 0 deletions example/multi_threaded_inference/README.md
Original file line number Diff line number Diff line change
@@ -1 +1,19 @@
<!--- 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 -->

<!--- Unless required by applicable law or agreed to in writing, -->
<!--- software distributed under the License is distributed on an -->
<!--- "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY -->
<!--- KIND, either express or implied. See the License for the -->
<!--- specific language governing permissions and limitations -->
<!--- under the License. -->


Please refer to : https://github.com/apache/incubator-mxnet/blob/master/docs/static_site/src/pages/api/cpp/docs/tutorials/mxnet_cpp_inference_tutorial.md for detailed tutorial.