forked from mindspore-Ecosystem/mindspore
Add testcase for PyNative tasksink
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@ -20,6 +20,7 @@ from multiprocessing import Process, Queue
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import numpy as np
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import pytest
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from mindspore.common import JitConfig
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import mindspore.common.dtype as mstype
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import mindspore.dataset as ds
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import mindspore.dataset.transforms as C
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@ -415,7 +416,12 @@ class GradWrap(Cell):
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return grad_by_list(self.network, weights)(x, label)
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def test_pynative_resnet50():
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def test_pynative_resnet50(task_sink=False):
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"""
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Feature: PyNative ResNet50
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Description: test PyNative ResNet50
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Expectation: success
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"""
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batch_size = 32
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num_classes = 10
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loss_scale = 128
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@ -431,6 +437,8 @@ def test_pynative_resnet50():
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loss = SoftmaxCrossEntropyWithLogits(sparse=True, reduction='mean')
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loss_scale = FixedLossScaleManager(loss_scale=loss_scale, drop_overflow_update=False)
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if task_sink:
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net.set_jit_config(JitConfig(jit_level="O2"))
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model = Model(net, loss_fn=loss, optimizer=optimizer, loss_scale_manager=loss_scale, metrics={'acc'},
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amp_level="O2", keep_batchnorm_fp32=False)
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@ -453,7 +461,7 @@ def test_pynative_resnet50_with_mpi():
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context.reset_auto_parallel_context()
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context.set_auto_parallel_context(parallel_mode=ParallelMode.DATA_PARALLEL, gradients_mean=False, device_num=8)
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good_steps = test_pynative_resnet50()
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good_steps = test_pynative_resnet50(True)
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assert good_steps > 10
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@ -469,7 +477,7 @@ def test_pynative_resnet50_with_env(queue, device_id, device_num):
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context.set_auto_parallel_context(parallel_mode=ParallelMode.DATA_PARALLEL, gradients_mean=False,
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device_num=device_num)
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good_steps = test_pynative_resnet50()
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good_steps = test_pynative_resnet50(False)
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queue.put(good_steps)
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