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- # Copyright 2021 Huawei Technologies Co., Ltd
- #
- # Licensed 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.
- # ==============================================================================
- """
- Watchpoints test script for offline debugger APIs.
- """
-
- import mindspore.offline_debug.dbg_services as d
- import pytest
- from dump_test_utils import compare_actual_with_expected
-
- GENERATE_GOLDEN = False
- test_name = "sync_trans_false_watchpoints"
-
-
- @pytest.mark.level0
- @pytest.mark.platform_arm_ascend_training
- @pytest.mark.platform_x86_ascend_training
- @pytest.mark.env_onecard
- @pytest.mark.skip(reason="needs updating")
- def test_sync_trans_false_watchpoints():
-
- if GENERATE_GOLDEN:
- f_write = open(test_name + ".expected", "w")
- else:
- f_write = open(test_name + ".actual", "w")
-
- debugger_backend = d.DbgServices(
- dump_file_path="/home/workspace/mindspore_dataset/dumps/sync_trans_false/alexnet/")
-
- _ = debugger_backend.initialize(
- net_name="Network Name goes here!", is_sync_mode=True)
-
- # NOTES:
- # -> watch_condition=6 is MIN_LT
- # -> watch_condition=18 is CHANGE_TOO_LARGE
-
- # test 1: watchpoint set and hit (watch_condition=6)
- param1 = d.Parameter(name="param", disabled=False, value=0.0)
- _ = debugger_backend.add_watchpoint(watchpoint_id=1, watch_condition=6,
- check_node_list={"Default/network-WithLossCell/_backbone-AlexNet/conv3-Conv2d/"
- "Conv2D-op168":
- {"device_id": [0], "root_graph_id": [0],
- "is_parameter": False
- }}, parameter_list=[param1])
-
- watchpoint_hits_test_1 = debugger_backend.check_watchpoints(iteration=2)
- if len(watchpoint_hits_test_1) != 1:
- f_write.write("ERROR -> test 1: watchpoint set but not hit just once")
- print_watchpoint_hits(watchpoint_hits_test_1, 1, f_write)
-
- # test 2: watchpoint remove and ensure it's not hit
- _ = debugger_backend.remove_watchpoint(watchpoint_id=1)
- watchpoint_hits_test_2 = debugger_backend.check_watchpoints(iteration=2)
- if watchpoint_hits_test_2:
- f_write.write("ERROR -> test 2: watchpoint removed but hit")
-
- # test 3: watchpoint set and not hit, then remove
- param2 = d.Parameter(name="param", disabled=False, value=-1000.0)
- _ = debugger_backend.add_watchpoint(watchpoint_id=2, watch_condition=6,
- check_node_list={"Default/network-WithLossCell/_backbone-AlexNet/conv3-Conv2d/"
- "Conv2D-op308":
- {"device_id": [0], "root_graph_id": [0],
- "is_parameter": False
- }}, parameter_list=[param2])
-
- watchpoint_hits_test_3 = debugger_backend.check_watchpoints(iteration=2)
- if watchpoint_hits_test_3:
- f_write.write("ERROR -> test 3: watchpoint set but not supposed to be hit")
- _ = debugger_backend.remove_watchpoint(watchpoint_id=2)
-
- # test 4: weight change watchpoint set and hit
- param_abs_mean_update_ratio_gt = d.Parameter(
- name="abs_mean_update_ratio_gt", disabled=False, value=0.0)
- param_epsilon = d.Parameter(name="epsilon", disabled=True, value=0.0)
- _ = debugger_backend.add_watchpoint(watchpoint_id=3, watch_condition=18,
- check_node_list={"Default/network-WithLossCell/_backbone-AlexNet/fc3-Dense/"
- "Parameter[6]_11/fc3.bias":
- {"device_id": [0], "root_graph_id": [0],
- "is_parameter": True
- }}, parameter_list=[param_abs_mean_update_ratio_gt,
- param_epsilon])
-
- watchpoint_hits_test_4 = debugger_backend.check_watchpoints(iteration=3)
- if len(watchpoint_hits_test_4) != 1:
- f_write.write("ERROR -> test 4: watchpoint weight change set but not hit just once")
- print_watchpoint_hits(watchpoint_hits_test_4, 4, f_write)
- f_write.close()
- if not GENERATE_GOLDEN:
- assert compare_actual_with_expected(test_name)
-
-
- def print_watchpoint_hits(watchpoint_hits, test_id, f_write):
- """Print watchpoint hits."""
- for x, _ in enumerate(watchpoint_hits):
- f_write.write("-----------------------------------------------------------\n")
- f_write.write("watchpoint_hit for test_%u attributes:" % test_id + "\n")
- f_write.write("name = " + watchpoint_hits[x].name + "\n")
- f_write.write("slot = " + str(watchpoint_hits[x].slot) + "\n")
- f_write.write("condition = " + str(watchpoint_hits[x].condition) + "\n")
- f_write.write("watchpoint_id = " + str(watchpoint_hits[x].watchpoint_id) + "\n")
- for p, _ in enumerate(watchpoint_hits[x].parameters):
- f_write.write("parameter " + str(p) + " name = " +
- watchpoint_hits[x].parameters[p].name + "\n")
- f_write.write("parameter " + str(p) + " disabled = " +
- str(watchpoint_hits[x].parameters[p].disabled) + "\n")
- f_write.write("parameter " + str(p) + " value = " +
- str(watchpoint_hits[x].parameters[p].value) + "\n")
- f_write.write("parameter " + str(p) + " hit = " +
- str(watchpoint_hits[x].parameters[p].hit) + "\n")
- f_write.write("parameter " + str(p) + " actual_value = " +
- str(watchpoint_hits[x].parameters[p].actual_value) + "\n")
- f_write.write("error code = " + str(watchpoint_hits[x].error_code) + "\n")
- f_write.write("device_id = " + str(watchpoint_hits[x].device_id) + "\n")
- f_write.write("root_graph_id = " + str(watchpoint_hits[x].root_graph_id) + "\n")
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