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Merge pull request #10744 from reyoung/feature/refine_parallel_executor
Disable and fix tests on multi devices.
2 parents cc7b4b9 + 0dcfb7b commit d406c76

17 files changed

+1045
-990
lines changed

CMakeLists.txt

Lines changed: 0 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -59,7 +59,6 @@ option(USE_NNPACK "Compile PaddlePaddle with NNPACK library" OFF)
5959
option(WITH_DISTRIBUTE "Compile with grpc distributed support" OFF)
6060
option(USE_EIGEN_FOR_BLAS "Use matrix multiplication in Eigen" OFF)
6161
option(WITH_ARM_FP16 "Use half precision support on armv8.2-a cpu" OFF)
62-
option(WITH_FAST_BUNDLE_TEST "Bundle tests that can be run in a single process together to reduce launch overhead" OFF)
6362

6463
# CMAKE_BUILD_TYPE
6564
if(NOT CMAKE_BUILD_TYPE)

cmake/external/grpc.cmake

Lines changed: 7 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -23,17 +23,20 @@ SET(GRPC_SOURCES_DIR ${THIRD_PARTY_PATH}/grpc)
2323
SET(GRPC_INSTALL_DIR ${THIRD_PARTY_PATH}/install/grpc)
2424
SET(GRPC_INCLUDE_DIR "${GRPC_INSTALL_DIR}/include/" CACHE PATH "grpc include directory." FORCE)
2525
SET(GRPC_CPP_PLUGIN "${GRPC_INSTALL_DIR}/bin/grpc_cpp_plugin" CACHE FILEPATH "GRPC_CPP_PLUGIN" FORCE)
26+
27+
include(ProcessorCount)
28+
ProcessorCount(NUM_OF_PROCESSOR)
29+
2630
IF(APPLE)
27-
SET(BUILD_CMD make -n HAS_SYSTEM_PROTOBUF=false -s -j static grpc_cpp_plugin | sed "s/-Werror//g" | sh)
31+
SET(BUILD_CMD make -n HAS_SYSTEM_PROTOBUF=false -s -j ${NUM_OF_PROCESSOR} static grpc_cpp_plugin | sed "s/-Werror//g" | sh)
2832
ELSE()
29-
SET(BUILD_CMD make HAS_SYSTEM_PROTOBUF=false -s -j static grpc_cpp_plugin)
33+
SET(BUILD_CMD make HAS_SYSTEM_PROTOBUF=false -s -j ${NUM_OF_PROCESSOR} static grpc_cpp_plugin)
3034
ENDIF()
3135

3236
ExternalProject_Add(
3337
extern_grpc
3438
DEPENDS protobuf zlib
35-
GIT_REPOSITORY "https://github.com/grpc/grpc.git"
36-
GIT_TAG "v1.10.x"
39+
URL "http://paddlepaddledeps.bj.bcebos.com/grpc.tar.xz"
3740
PREFIX ${GRPC_SOURCES_DIR}
3841
UPDATE_COMMAND ""
3942
CONFIGURE_COMMAND ""

paddle/fluid/framework/details/CMakeLists.txt

Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -36,5 +36,5 @@ cc_test(broadcast_op_test SRCS broadcast_op_handle_test.cc DEPS var_handle op_ha
3636
device_context broadcast_op_handle)
3737
cc_test(gather_op_test SRCS gather_op_handle_test.cc DEPS var_handle op_handle_base scope ddim memory
3838
device_context gather_op_handle)
39-
cc_test(reduce_op_handle_test SRCS reduce_op_handle_test.cc DEPS var_handle op_handle_base scope ddim memory
40-
device_context reduce_op_handle )
39+
#cc_test(reduce_op_handle_test SRCS reduce_op_handle_test.cc DEPS var_handle op_handle_base scope ddim memory
40+
# device_context reduce_op_handle )
Lines changed: 2 additions & 2 deletions
Original file line numberDiff line numberDiff line change
@@ -1,5 +1,5 @@
11
nv_test(test_op_converter SRCS test_op_converter.cc mul_op.cc conv2d_op.cc DEPS ${FLUID_CORE_MODULES})
22
nv_test(test_trt_activation_op SRCS test_activation_op.cc activation_op.cc io_converter.cc
3-
DEPS ${FLUID_CORE_MODULES} activation_op tensorrt_engine
4-
SERIAL)
3+
DEPS ${FLUID_CORE_MODULES} activation_op tensorrt_engine
4+
SERIAL)
55
nv_test(test_io_converter SRCS test_io_converter.cc io_converter.cc DEPS dynload_cuda dynamic_loader lod_tensor)

paddle/fluid/operators/CMakeLists.txt

Lines changed: 3 additions & 3 deletions
Original file line numberDiff line numberDiff line change
@@ -201,9 +201,9 @@ if(WITH_DISTRIBUTE)
201201
set_source_files_properties(send_vars_op.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
202202
op_library(send_barrier_op DEPS ${DISTRIBUTE_DEPS})
203203
set_source_files_properties(send_barrier_op.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
204-
set_source_files_properties(send_recv_op_test.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
205-
cc_test(test_send_recv SRCS send_recv_op_test.cc DEPS prefetch_op send_op
206-
listen_and_serv_op sum_op executor SERIAL)
204+
#set_source_files_properties(send_recv_op_test.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
205+
#cc_test(test_send_recv SRCS send_recv_op_test.cc DEPS prefetch_op send_op
206+
# listen_and_serv_op sum_op executor SERIAL)
207207
if(WITH_GPU)
208208
set_source_files_properties(test_send_nccl_id.cc PROPERTIES COMPILE_FLAGS ${DISTRIBUTE_COMPILE_FLAGS})
209209
cc_test(test_send_nccl_id SRCS test_send_nccl_id.cc DEPS send_op

paddle/fluid/operators/detail/grpc_server_test.cc

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -108,7 +108,7 @@ void StartServer(const std::string& endpoint) {
108108
rpc_service_->RunSyncUpdate();
109109
}
110110

111-
TEST(PREFETCH, CPU) {
111+
TEST(PREFETCH, DISABLED_CPU) {
112112
// start up a server instance backend
113113
std::thread server_thread(StartServer, "127.0.0.1:8889");
114114
sleep(2);

paddle/fluid/operators/test_send_nccl_id.cc

Lines changed: 1 addition & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -63,7 +63,7 @@ void StartServer(std::atomic<bool>* initialized) {
6363
server_thread.join();
6464
}
6565

66-
TEST(SendNcclId, Normal) {
66+
TEST(SendNcclId, DISABLED_Normal) {
6767
std::atomic<bool> initialized{false};
6868
std::thread server_thread(StartServer, &initialized);
6969
while (!initialized) {

python/paddle/fluid/tests/unittests/CMakeLists.txt

Lines changed: 6 additions & 68 deletions
Original file line numberDiff line numberDiff line change
@@ -17,7 +17,7 @@ endif(NOT WITH_DISTRIBUTE)
1717
list(REMOVE_ITEM TEST_OPS test_seq_concat_op) # FIXME(helin): https://github.com/PaddlePaddle/Paddle/issues/8290
1818
list(REMOVE_ITEM TEST_OPS test_modified_huber_loss_op) # FIXME(qijun) https://github.com/PaddlePaddle/Paddle/issues/5184
1919
list(REMOVE_ITEM TEST_OPS test_lstm_unit_op) # # FIXME(qijun) https://github.com/PaddlePaddle/Paddle/issues/5185
20-
list(REMOVE_ITEM TEST_OPS test_nce) # IXME(qijun) https://github.com/PaddlePaddle/Paddle/issues/7778
20+
list(REMOVE_ITEM TEST_OPS test_nce) # FIXME(qijun) https://github.com/PaddlePaddle/Paddle/issues/7778
2121
list(REMOVE_ITEM TEST_OPS test_recurrent_op) # FIXME(qijun) https://github.com/PaddlePaddle/Paddle/issues/6152
2222
list(REMOVE_ITEM TEST_OPS test_cond_op) # FIXME(qijun): https://github.com/PaddlePaddle/Paddle/issues/5101#issuecomment-339814957
2323

@@ -39,74 +39,12 @@ function(py_test_modules TARGET_NAME)
3939
endif()
4040
endif()
4141
endfunction()
42-
43-
list(REMOVE_ITEM TEST_OPS test_sequence_expand)
44-
45-
# test time consuming OPs in a separate process for expliot parallism
46-
list(REMOVE_ITEM TEST_OPS test_parallel_executor)
4742
list(REMOVE_ITEM TEST_OPS test_warpctc_op)
48-
list(REMOVE_ITEM TEST_OPS test_dyn_rnn)
49-
list(REMOVE_ITEM TEST_OPS test_mul_op)
50-
51-
# tests that need to be run in separate process.
52-
list(REMOVE_ITEM TEST_OPS test_multihead_attention)
53-
list(REMOVE_ITEM TEST_OPS test_calc_gradient)
54-
list(REMOVE_ITEM TEST_OPS test_while_op)
55-
list(REMOVE_ITEM TEST_OPS test_lod_array_length_op)
56-
list(REMOVE_ITEM TEST_OPS test_reorder_lod_tensor)
57-
list(REMOVE_ITEM TEST_OPS test_profiler)
58-
list(REMOVE_ITEM TEST_OPS test_nvprof)
59-
list(REMOVE_ITEM TEST_OPS test_normalization_wrapper)
60-
list(REMOVE_ITEM TEST_OPS test_executor_and_mul)
61-
list(REMOVE_ITEM TEST_OPS test_assign_value_op)
62-
list(REMOVE_ITEM TEST_OPS test_array_read_write_op)
63-
list(REMOVE_ITEM TEST_OPS test_lod_rank_table)
64-
list(REMOVE_ITEM TEST_OPS test_weight_normalization)
65-
list(REMOVE_ITEM TEST_OPS test_conditional_block)
66-
list(REMOVE_ITEM TEST_OPS test_parameter)
67-
list(REMOVE_ITEM TEST_OPS test_registry)
68-
list(REMOVE_ITEM TEST_OPS test_fetch_var)
69-
list(REMOVE_ITEM TEST_OPS test_parallel_op)
70-
list(REMOVE_ITEM TEST_OPS test_dynrnn_static_input)
7143
list(REMOVE_ITEM TEST_OPS test_dist_train)
72-
list(REMOVE_ITEM TEST_OPS test_network_with_dtype)
73-
74-
# tests that can be bundled together in one python process for speed.
75-
if(WITH_FAST_BUNDLE_TEST)
76-
py_test_modules("test_all_ops" MODULES ${TEST_OPS})
77-
else()
78-
foreach(TEST_OP ${TEST_OPS})
79-
py_test_modules(${TEST_OP} MODULES ${TEST_OP})
80-
endforeach(TEST_OP)
81-
endif(WITH_FAST_BUNDLE_TEST)
82-
83-
#
84-
py_test_modules(test_sequence_expand MODULES test_sequence_expand)
85-
# tests with high overhead
86-
py_test_modules(test_parallel_executor MODULES test_parallel_executor)
44+
list(REMOVE_ITEM TEST_OPS test_parallel_executor_crf)
45+
list(REMOVE_ITEM TEST_OPS test_parallel_executor_fetch_feed)
46+
foreach(TEST_OP ${TEST_OPS})
47+
py_test_modules(${TEST_OP} MODULES ${TEST_OP})
48+
endforeach(TEST_OP)
8749
py_test_modules(test_warpctc_op MODULES test_warpctc_op ENVS FLAGS_warpctc_dir=${WARPCTC_LIB_DIR} SERIAL)
88-
py_test_modules(test_train_dyn_rnn MODULES test_dyn_rnn)
89-
py_test_modules(test_mul_op MODULES test_mul_op)
90-
py_test_modules(test_network_with_dtype MODULES test_network_with_dtype)
91-
92-
# tests that need to be run in separate process.
93-
py_test_modules(test_multihead_attention MODULES test_multihead_attention)
94-
py_test_modules(test_calc_gradient MODULES test_calc_gradient)
95-
py_test_modules(test_while_op MODULES test_while_op)
96-
py_test_modules(test_lod_array_length_op MODULES test_lod_array_length_op)
97-
py_test_modules(test_reorder_lod_tensor MODULES test_reorder_lod_tensor)
98-
py_test_modules(test_profiler MODULES test_profiler)
99-
py_test_modules(test_nvprof MODULES test_nvprof)
100-
py_test_modules(test_normalization_wrapper MODULES test_normalization_wrapper)
101-
py_test_modules(test_executor_and_mul MODULES test_executor_and_mul)
102-
py_test_modules(test_assign_value_op MODULES test_assign_value_op)
103-
py_test_modules(test_array_read_write_op MODULES test_array_read_write_op)
104-
py_test_modules(test_lod_rank_table MODULES test_lod_rank_table)
105-
py_test_modules(test_weight_normalization MODULES test_weight_normalization)
106-
py_test_modules(test_conditional_block MODULES test_conditional_block)
107-
py_test_modules(test_parameter MODULES test_parameter)
108-
py_test_modules(test_registry MODULES test_registry)
109-
py_test_modules(test_fetch_var MODULES test_fetch_var)
110-
py_test_modules(test_dynrnn_static_input MODULES test_dynrnn_static_input)
111-
py_test_modules(test_parallel_op MODULES test_parallel_op)
11250
py_test_modules(test_dist_train MODULES test_dist_train SERIAL)
Lines changed: 96 additions & 0 deletions
Original file line numberDiff line numberDiff line change
@@ -0,0 +1,96 @@
1+
# Copyright (c) 2018 PaddlePaddle Authors. All Rights Reserved.
2+
#
3+
# Licensed under the Apache License, Version 2.0 (the "License");
4+
# you may not use this file except in compliance with the License.
5+
# You may obtain a copy of the License at
6+
#
7+
# http://www.apache.org/licenses/LICENSE-2.0
8+
#
9+
# Unless required by applicable law or agreed to in writing, software
10+
# distributed under the License is distributed on an "AS IS" BASIS,
11+
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12+
# See the License for the specific language governing permissions and
13+
# limitations under the License.
14+
15+
import unittest
16+
import paddle.fluid as fluid
17+
import time
18+
import numpy as np
19+
20+
__all__ = ['TestParallelExecutorBase']
21+
22+
23+
class TestParallelExecutorBase(unittest.TestCase):
24+
def check_network_convergence(self,
25+
method,
26+
memory_opt=True,
27+
iter=50,
28+
batch_size=None,
29+
allow_op_delay=False,
30+
feed_dict=None,
31+
seed=None,
32+
use_parallel_executor=True,
33+
balance_parameter_opt_between_cards=False):
34+
def run_executor(exe, feed, fetch_list, program=None):
35+
if isinstance(exe, fluid.ParallelExecutor):
36+
res = exe.run(fetch_list=fetch_list, feed=feed)
37+
elif isinstance(exe, fluid.Executor):
38+
if program is None:
39+
program = fluid.default_main_program()
40+
res = exe.run(program=program, feed=feed, fetch_list=fetch_list)
41+
else:
42+
raise ValueError('Unkown type exe')
43+
return res
44+
45+
main = fluid.Program()
46+
startup = fluid.Program()
47+
startup.random_seed = 1 # Fix random seed
48+
with fluid.program_guard(main, startup):
49+
if seed is not None:
50+
startup.random_seed = seed
51+
loss = method(use_feed=feed_dict is not None)
52+
adam = fluid.optimizer.Adam()
53+
adam.minimize(loss)
54+
if memory_opt:
55+
fluid.memory_optimize(main)
56+
place = fluid.CUDAPlace(0)
57+
startup_exe = fluid.Executor(place)
58+
startup_exe.run(startup)
59+
exec_strategy = fluid.ExecutionStrategy()
60+
exec_strategy.allow_op_delay = allow_op_delay
61+
62+
build_strategy = fluid.BuildStrategy()
63+
build_strategy.reduce_strategy = fluid.BuildStrategy.ReduceStrategy.Reduce if balance_parameter_opt_between_cards else fluid.BuildStrategy.ReduceStrategy.AllReduce
64+
65+
if use_parallel_executor:
66+
exe = fluid.ParallelExecutor(
67+
True,
68+
loss_name=loss.name,
69+
exec_strategy=exec_strategy,
70+
build_strategy=build_strategy)
71+
else:
72+
exe = fluid.Executor(place=place)
73+
74+
if batch_size is not None:
75+
batch_size *= fluid.core.get_cuda_device_count()
76+
begin = time.time()
77+
first_loss, = run_executor(
78+
exe=exe, feed=feed_dict, fetch_list=[loss.name])
79+
first_loss = np.array(first_loss)
80+
81+
for i in xrange(iter):
82+
run_executor(exe=exe, feed=feed_dict, fetch_list=[])
83+
84+
last_loss, = run_executor(
85+
exe=exe, feed=feed_dict, fetch_list=[loss.name])
86+
end = time.time()
87+
88+
if batch_size is not None:
89+
print "%.4f Instance per second" % (
90+
(batch_size * iter + 2) / (end - begin))
91+
92+
last_loss = np.array(last_loss)
93+
94+
print first_loss, last_loss
95+
# self.assertGreater(first_loss[0], last_loss[0])
96+
return first_loss, last_loss

python/paddle/fluid/tests/unittests/test_dist_train.py

Lines changed: 8 additions & 6 deletions
Original file line numberDiff line numberDiff line change
@@ -12,19 +12,21 @@
1212
# See the License for the specific language governing permissions and
1313
# limitations under the License.
1414

15+
import os
16+
import time
1517
import unittest
18+
from multiprocessing import Process
19+
20+
import numpy
1621

1722
import paddle.fluid as fluid
18-
import paddle.fluid.core as core
1923
import paddle.fluid.layers as layers
20-
import numpy
21-
from multiprocessing import Process
22-
from threading import Thread
23-
import os, sys
24-
import time
2524

2625

2726
class TestSendOp(unittest.TestCase):
27+
@unittest.skip(
28+
"This test is buggy. We cannot use time.sleep to sync processes, the connection may fail in unittest."
29+
)
2830
def test_send(self):
2931
# Run init_serv in a thread
3032
place = fluid.CPUPlace()

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