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[Kunlun]add collective ops for multi XPU cards training and add Kunlun multi XPU cards CI#32302

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wangxicoding merged 16 commits intoPaddlePaddle:developfrom
vslyu:dev/add_xpu_colletive_ops1
Apr 21, 2021
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[Kunlun]add collective ops for multi XPU cards training and add Kunlun multi XPU cards CI#32302
wangxicoding merged 16 commits intoPaddlePaddle:developfrom
vslyu:dev/add_xpu_colletive_ops1

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@vslyu
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@vslyu vslyu commented Apr 15, 2021

PR types

New features

PR changes

OPs

Describe

  • add collective ops for multi XPU cards training
    add allreduce_sum/prod/max/min and reduce_sum/prod/max/min ops for XPU.

example:
fleetrun --xpus 0,1 example.py

import numpy as np
import paddle
from paddle.distributed import init_parallel_env

paddle.set_device('xpu:%d'%paddle.distributed.ParallelEnv().dev_id)
init_parallel_env()
if paddle.distributed.ParallelEnv().local_rank == 0:
    np_data = np.array([[4, 5, 6], [4, 5, 6]]).astype(np.float32)
else:
    np_data = np.array([[1, 2, 3], [1, 2, 3]]).astype(np.float32)
data = paddle.to_tensor(np_data)
paddle.distributed.reduce(data, 0)
out = data.numpy()
# [[5, 7, 9], [5, 7, 9]]
  • add Kunlun multi XPU cards CI
    add dist xpu tests in python/paddle/fluid/tests/unittests/CMakeLists.txt.
    UT name must contain "_xpu" to be executed, redefined example as following:
# dist xpu tests: 
if (WITH_XPU_BKCL)
    py_test(test_collective_reduce_api_xpu SRCS "test_collective_reduce_api.py")
    py_test(test_collective_allreduce_api_xpu SRCS "test_collective_allreduce_api.py")
endif()

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Thanks for your contribution!
Please wait for the result of CI firstly. See Paddle CI Manual for details.

@vslyu vslyu force-pushed the dev/add_xpu_colletive_ops1 branch from 09406ed to 26bfd67 Compare April 19, 2021 15:17
#include "paddle/fluid/platform/collective_helper.h"
#endif

#if (defined PADDLE_WITH_NCCL)
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#if defined(PADDLE_WITH_NCCL) || defined(PADDLE_WITH_RCCL)

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@vslyu vslyu Apr 20, 2021

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done~

#include "paddle/fluid/platform/nccl_helper.h"
#endif

#if defined(PADDLE_WITH_XPU_BKCL)
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#if defined(PADDLE_WITH_NCCL) || defined(PADDLE_WITH_RCCL)

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@vslyu vslyu Apr 20, 2021

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done~

@vslyu vslyu changed the title [Kunlun]add collective ops for multi XPU cards training [Kunlun]add collective ops for multi XPU cards training and add kunlun multicards CI Apr 20, 2021
@vslyu vslyu changed the title [Kunlun]add collective ops for multi XPU cards training and add kunlun multicards CI [Kunlun]add collective ops for multi XPU cards training and add Kunlun multi XPU cards CI Apr 20, 2021
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@QingshuChen QingshuChen left a comment

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LGTM

@wangxicoding wangxicoding merged commit 2194ad1 into PaddlePaddle:develop Apr 21, 2021
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3 participants