diff --git a/mindinsight/backend/profiler/profile_api.py b/mindinsight/backend/profiler/profile_api.py index 19c2e5ee21060eb000ddbe77d3327e527ec3c1df..a20e351e254cd5610fe6ecfca60ff09a6787b80e 100644 --- a/mindinsight/backend/profiler/profile_api.py +++ b/mindinsight/backend/profiler/profile_api.py @@ -121,7 +121,7 @@ def get_training_trace_graph(): >>> GET http://xxxx/v1/mindinsight/profile/training-trace/graph """ summary_dir = request.args.get("dir") - profiler_dir = validate_and_normalize_profiler_path(summary_dir) + profiler_dir = validate_and_normalize_profiler_path(summary_dir, settings.SUMMARY_BASE_DIR) graph_type = request.args.get("type", default='0') graph_type = to_int(graph_type, 'graph_type') device_id = request.args.get("device_id", default='0') @@ -150,7 +150,7 @@ def get_target_time_info(): >>> GET http://xxxx/v1/mindinsight/profile/training-trace/target-time-info """ summary_dir = request.args.get("dir") - profiler_dir = validate_and_normalize_profiler_path(summary_dir) + profiler_dir = validate_and_normalize_profiler_path(summary_dir, settings.SUMMARY_BASE_DIR) proc_name = request.args.get("type") validate_ui_proc(proc_name) device_id = request.args.get("device_id", default='0') diff --git a/mindinsight/profiler/analyser/step_trace_analyser.py b/mindinsight/profiler/analyser/step_trace_analyser.py index 72433e1415ff16a6cba01e05cf4d874c8ea361b3..a3f0e2a6bc588cba365832cf13d34cafc8dba002 100644 --- a/mindinsight/profiler/analyser/step_trace_analyser.py +++ b/mindinsight/profiler/analyser/step_trace_analyser.py @@ -226,7 +226,9 @@ class StepTraceAnalyser(BaseAnalyser): time_type (str): The value type. `systime` keeps the original value. `realtime` transforms the value in millisecond. Default: `realtime`. """ - + if proc_name is None: + log.error('`proc_name` is required for query.') + raise ProfilerParamValueErrorException('`proc_name` is required for query.') if step_id is None: rows_info = self._data[:-1] else: @@ -241,7 +243,7 @@ class StepTraceAnalyser(BaseAnalyser): mode = filter_condition.get('mode', 'step') self._validate_str_param(mode, ['step', 'proc'], 'mode') - step_id = filter_condition.get('step_id', 0) + step_id = filter_condition.get('step_id') self._validate_step_id(step_id) proc_name = filter_condition.get('proc_name') @@ -252,7 +254,7 @@ class StepTraceAnalyser(BaseAnalyser): def _validate_step_id(self, step_id): """Validate step_id.""" - if isinstance(step_id, int) and 0 <= step_id <= self._size: + if step_id is None or isinstance(step_id, int) and 0 <= step_id <= self._size: return log.error("Invalid step_id in request. step_id should be in [0, %d].", self._size) raise StepNumNotSupportedException([0, self._size]) diff --git a/mindinsight/profiler/common/util.py b/mindinsight/profiler/common/util.py index 14c064242b66efb998548f0abc2c5a1d48a86bc9..9f2be510295700f2f6f13781daafa3597d95dd1a 100644 --- a/mindinsight/profiler/common/util.py +++ b/mindinsight/profiler/common/util.py @@ -135,6 +135,6 @@ def get_field_value(row_info, field_name, header, time_type='realtime'): value = row_info[field_index] value = to_int(value, field_name) if time_type == 'realtime': - value = value / per_ms_syscnt + value = round(value / per_ms_syscnt, 4) return value diff --git a/mindinsight/profiler/common/validator/validate_path.py b/mindinsight/profiler/common/validator/validate_path.py index 0643ff548c2ff04ea138a6eb9d69fdf1912f7ff7..b73a763e22b6459442a174d99d8443521b427641 100644 --- a/mindinsight/profiler/common/validator/validate_path.py +++ b/mindinsight/profiler/common/validator/validate_path.py @@ -125,28 +125,28 @@ def validate_and_normalize_path( return normalized_path -def validate_and_normalize_profiler_path(path): +def validate_and_normalize_profiler_path(summary_dir, summary_base_dir): """ Validate and normalize profiler path. Args: - path (str): The path of summary directory. + summary_dir (str): The relative path of summary directory. + summary_base_dir (str): The summary base directory. Returns: str, normalized path of profiler directory. """ - if not path: + if not summary_dir: raise ProfilerParamValueErrorException('The file dir does not exist.') try: - unquote_path = unquote(path, errors='strict') + unquote_path = unquote(summary_dir, errors='strict') except UnicodeDecodeError: raise ProfilerParamValueErrorException('Unquote error with strict mode') - - profiler_dir = os.path.join(unquote_path, 'profiler') + profiler_dir = os.path.join(summary_base_dir, unquote_path, 'profiler') try: profiler_dir = validate_and_normalize_path(profiler_dir, 'profiler') except ValidationError: - log.error('profiler dir <%s> is invalid', unquote_path) + log.error('profiler dir <%s> is invalid', profiler_dir) raise ProfilerParamValueErrorException('Profiler dir is invalid.') return profiler_dir diff --git a/mindinsight/profiler/parser/hwts_log_parser.py b/mindinsight/profiler/parser/hwts_log_parser.py index 64413c5b594d34e602d259c74ffd0f7488a7e0b1..232faf0db9ba803433248fc1f48729e6e3701477 100755 --- a/mindinsight/profiler/parser/hwts_log_parser.py +++ b/mindinsight/profiler/parser/hwts_log_parser.py @@ -43,8 +43,8 @@ class HWTSLogParser: file_name = get_file_join_name(self._input_path, self._source_file_target) if not file_name: - msg = ("Fail to find hwts log file, under directory %s" \ - %self._input_path) + msg = ("Fail to find hwts log file, under directory %s" + % self._input_path) raise RuntimeError(msg) return file_name diff --git a/mindinsight/profiler/parser/step_trace_parser.py b/mindinsight/profiler/parser/step_trace_parser.py index 4b51326a44db6238fceee5554ae8cc60b1bf8144..705c2e214582f7f9218be1336655cf47cece5d23 100644 --- a/mindinsight/profiler/parser/step_trace_parser.py +++ b/mindinsight/profiler/parser/step_trace_parser.py @@ -55,7 +55,7 @@ class StepTraceParser: def output_file(self): """The property of step trace header.""" file_name = self._output_path.rsplit('/', 2) - return file_name + return file_name[-1] if len(file_name) == 3 else '' def show(self): """The property of step trace info.""" @@ -65,7 +65,7 @@ class StepTraceParser: summary_info['total_steps'] = len(self._result) - 1 print('\nStep trace summary info (unit: syscnt):') print(summary_info) - print('\nThe step trace parse result saves under {summary_dir}/%s' % self.output_file) + print('\nThe step trace parse result saves under ${summary_dir}/profiler/%s' % self.output_file) def parse_and_save(self): """Parse step trace files and save the result.""" @@ -76,7 +76,8 @@ class StepTraceParser: except MindInsightException as err: log.error("Failed to parse and save step trace files.") log.exception(err) - log.info("Finish to save intermediate result for step trace file.") + else: + log.info("Finish to save intermediate result for step trace file.") def _get_step_trace_file(self): """Get step trace file.""" diff --git a/tests/ut/profiler/__init__.py b/tests/ut/profiler/__init__.py index e30774307ca2107b3a81c071ad33c042ef924790..3c5df639e7877589e2e50bf7dcee45890d9a97df 100644 --- a/tests/ut/profiler/__init__.py +++ b/tests/ut/profiler/__init__.py @@ -12,3 +12,9 @@ # See the License for the specific language governing permissions and # limitations under the License. # ============================================================================ +"""Unit test for profiler.""" +import os + +RAW_DATA_BASE = os.path.realpath(os.path.join(os.path.dirname(__file__), '../../utils/resource')) +RAW_DATA = os.path.realpath(os.path.join(RAW_DATA_BASE, 'JOB1')) +PROFILER_DIR = os.path.realpath(os.path.join(RAW_DATA_BASE, 'profiler')) diff --git a/tests/ut/profiler/analyser/test_analyser_aicore_detail.py b/tests/ut/profiler/analyser/test_analyser_aicore_detail.py index 083baff4e9e568af446ee2bff404771aae954fcf..5b385fdc1f5299886f1deae87ec155a1ee905a3e 100644 --- a/tests/ut/profiler/analyser/test_analyser_aicore_detail.py +++ b/tests/ut/profiler/analyser/test_analyser_aicore_detail.py @@ -20,6 +20,7 @@ from unittest import TestCase from mindinsight.profiler.analyser.analyser import AicoreDetailAnalyser from mindinsight.profiler.analyser.analyser_factory import AnalyserFactory +from tests.ut.profiler import PROFILER_DIR def get_detail_infos(indexes=None, sort_name=None, sort_type=True): @@ -34,9 +35,8 @@ def get_detail_infos(indexes=None, sort_name=None, sort_type=True): Returns: list[list], the AICORE operator detail information. """ - profiling_dir = os.path.join(os.path.dirname(__file__), 'resource') - framework_path = os.path.join(profiling_dir, 'framework_raw_0.csv') - detail_path = os.path.join(profiling_dir, 'aicore_intermediate_0_detail.csv') + framework_path = os.path.join(PROFILER_DIR, 'framework_raw_1.csv') + detail_path = os.path.join(PROFILER_DIR, 'aicore_intermediate_1_detail.csv') with open(framework_path, 'r') as fm_file, open(detail_path, 'r') as detail_file: fm_csv_reader = csv.reader(fm_file) @@ -66,9 +66,8 @@ class TestAicoreDetailAnalyser(TestCase): """Test the class of `AicoreDetailAnalyser`.""" def setUp(self) -> None: """Initialization before test case execution.""" - profiling_dir = os.path.join(os.path.dirname(__file__), 'resource') self._analyser = AnalyserFactory.instance().get_analyser( - 'aicore_detail', profiling_dir, '0' + 'aicore_detail', PROFILER_DIR, '1' ) def test_query_success_1(self): diff --git a/tests/ut/profiler/analyser/test_analyser_aicore_type.py b/tests/ut/profiler/analyser/test_analyser_aicore_type.py index 2cef00a370859915994d669c3027cc1daa1c496e..f0764c8f6ef77aa3626cbce302f6fada82befb65 100644 --- a/tests/ut/profiler/analyser/test_analyser_aicore_type.py +++ b/tests/ut/profiler/analyser/test_analyser_aicore_type.py @@ -19,6 +19,7 @@ from unittest import TestCase from mindinsight.profiler.analyser.analyser import AicoreTypeAnalyser from mindinsight.profiler.analyser.analyser_factory import AnalyserFactory +from tests.ut.profiler import PROFILER_DIR def get_type_infos(indexes=None, sort_name=None, sort_type=True): @@ -33,9 +34,8 @@ def get_type_infos(indexes=None, sort_name=None, sort_type=True): Returns: list[list], the AICORE operator type information. """ - profiling_dir = os.path.join(os.path.dirname(__file__), 'resource') aicore_type_path = os.path.join( - profiling_dir, 'aicore_intermediate_0_type.csv' + PROFILER_DIR, 'aicore_intermediate_1_type.csv' ) with open(aicore_type_path, 'r') as aicore_type_path: @@ -64,9 +64,8 @@ class TestAicoreTypeAnalyser(TestCase): """Test the class of `AicoreTypeAnalyser`.""" def setUp(self) -> None: """Initialization before test case execution.""" - profiling_dir = os.path.join(os.path.dirname(__file__), 'resource') self._analyser = AnalyserFactory.instance().get_analyser( - 'aicore_type', profiling_dir, '0' + 'aicore_type', PROFILER_DIR, '1' ) def test_query_success_1(self): diff --git a/tests/ut/profiler/parser/test_framework_parser.py b/tests/ut/profiler/parser/test_framework_parser.py index e794b37a994a5381a8076fc04d2d31b1bfa6103c..f276d0f1d7578fb21974b4ef9c61828b52090944 100644 --- a/tests/ut/profiler/parser/test_framework_parser.py +++ b/tests/ut/profiler/parser/test_framework_parser.py @@ -26,6 +26,7 @@ from mindinsight.profiler.common.exceptions.exceptions import \ ProfilerPathErrorException, ProfilerDirNotFoundException, \ ProfilerFileNotFoundException from mindinsight.profiler.parser.framework_parser import FrameworkParser +from tests.ut.profiler import PROFILER_DIR, RAW_DATA_BASE def get_framework_result(file_path): @@ -50,7 +51,7 @@ class TestFrameworkParser: """Test the class of `FrameworkParser`.""" def setup_method(self): """Initialization before test case execution.""" - raw_dir = os.path.join(os.path.dirname(__file__), 'resource') + raw_dir = RAW_DATA_BASE FrameworkParser._raw_data_dir = raw_dir self._output_path_1 = tempfile.mkdtemp(prefix='test_framework_parser_') @@ -88,9 +89,8 @@ class TestFrameworkParser: def test_parse(self): """Test the parse function.""" - expect_framework_file = os.path.join( - os.path.dirname(__file__), 'resource', 'framework_raw_0.csv' - ) + expect_framework_file = os.path.join(PROFILER_DIR, 'framework_raw_0.csv') + expect_framework_file = os.path.realpath(expect_framework_file) expect_result = get_framework_result(expect_framework_file) self._parser_1.parse() diff --git a/tests/utils/mindspore/context.py b/tests/utils/mindspore/context.py index e3dbef0e9daa32f5aba93744d69433979814f6dc..bf0746681210ca19ec5c31ee66f8d0ee530cc2bb 100644 --- a/tests/utils/mindspore/context.py +++ b/tests/utils/mindspore/context.py @@ -19,3 +19,10 @@ def get_context(key): """Get key in context.""" context = {"device_id": 1} return context.get(key) + + +def set_context(**kwargs): + """Set context""" + context = {} + for key, value in kwargs.items(): + context[key] = value diff --git a/tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0 b/tests/utils/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0 similarity index 100% rename from tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0 rename to tests/utils/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0 diff --git a/tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0.done b/tests/utils/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0.done similarity index 100% rename from tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0.done rename to tests/utils/resource/JOB1/Framework.host.vm.graph_desc_info.0.slice_0.done diff --git a/tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.task_desc_info.0.slice_0 b/tests/utils/resource/JOB1/Framework.host.vm.task_desc_info.0.slice_0 similarity index 100% rename from tests/ut/profiler/parser/resource/JOB1/Framework.host.vm.task_desc_info.0.slice_0 rename to tests/utils/resource/JOB1/Framework.host.vm.task_desc_info.0.slice_0 diff --git a/tests/utils/resource/JOB1/training_trace.46.dev.profiler_default_tag.0.slice_0 b/tests/utils/resource/JOB1/training_trace.46.dev.profiler_default_tag.0.slice_0 new file 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b/tests/utils/resource/JOB3/Framework.host.vm.graph_desc_info.1.slice_0 new file mode 100644 index 0000000000000000000000000000000000000000..8f9ef13080d676fe38b70b7617574c8e671690d4 --- /dev/null +++ b/tests/utils/resource/JOB3/Framework.host.vm.graph_desc_info.1.slice_0 @@ -0,0 +1,199 @@ +op_name:Default/AssignAdd-op414 op_type:AssignAdd input_id:0 input_format:DefaultFormat input_data_type:31 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:31 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:31 output_shape:"1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Mul-op29 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Assign-op30 op_type:Assign input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Mul-op31 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Assign-op32 op_type:Assign input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/GatherV2-op33 op_type:GatherV2 input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,1" input_id:1 input_format:DefaultFormat input_data_type:31 input_shape:"16000,39" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,39,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/Mul-op35 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,39,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/ReduceSum-op36 op_type:ReduceSum input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/TensorAdd-op37 op_type:TensorAdd input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/Cast-op34 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"128,1" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"128,1" +op_name:Default/TransData-op216 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"128,1" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"1,8,16,16" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Square-op38 op_type:Square input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Split-op39 op_type:Split input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1477568,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:3 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:4 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:5 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:6 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:7 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Concat-op40 op_type:Concat input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,64" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/StridedSlice-op41 op_type:StridedSlice input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,64" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"23087,64" +op_name:Default/AtomicAddrClean-op418 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/ReduceSum-op42 op_type:ReduceSum input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"23087,64" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradRealDiv/ReduceSum-op48 op_type:ReduceSum input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/RealDiv-op44 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Mul-op28 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/Cast-op47 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"256,128" 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output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/BiasAdd-op98 op_type:BiasAdd input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/ReLU-op99 op_type:ReLU input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/Mul-op100 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/Cast-op101 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"16000,128" +op_name:Default/TransData-op215 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"16000,128" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"8,1000,16,16" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/MatMul-op102 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"8,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"1,8,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"1,1000,16,16" +op_name:Default/TransData-op204 op_type:TransData input_id:0 input_format:FRACTAL_NZ input_data_type:40 input_shape:"1,1000,16,16" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/RealDiv-op104 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/BiasAdd-op105 op_type:BiasAdd input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/TensorAdd-op106 op_type:TensorAdd input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/SigmoidCrossEntropyWithLogits-op107 op_type:SigmoidCrossEntropyWithLogits input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradSigmoidCrossEntropyWithLogits/SigmoidCrossEntropyWithLogitsGrad-op109 op_type:SigmoidCrossEntropyWithLogitsGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradSigmoidCrossEntropyWithLogits/SigmoidCrossEntropyWithLogitsGrad-op108 op_type:SigmoidCrossEntropyWithLogitsGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1" +op_name:Default/AtomicAddrClean-op425 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/ReduceMean-op110 op_type:ReduceMean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/gradBiasAdd/BiasAddGrad-op112 op_type:BiasAddGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" 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input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"16000,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradReduceMean/Tile-op114 op_type:Tile input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,39,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradSquare/Mul-op116 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" +op_name:Default/TransData-op257 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"16000,1" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"1,1000,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/gradMul/Mul-op117 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,39,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/gradSquare/Mul-op121 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" 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input_shape:"184696,1" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/gradGatherV2/UnsortedSegmentSum-op123 op_type:UnsortedSegmentSum input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,39,1" input_id:1 input_format:DefaultFormat input_data_type:31 input_shape:"16000,39" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,1" +op_name:Default/TransData-op235 op_type:TransData input_id:0 input_format:FRACTAL_NZ input_data_type:40 input_shape:"8,1000,16,16" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/gradMul/Mul-op128 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/gradReLU/ReluGrad-op131 op_type:ReluGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Default/AtomicAddrClean-op428 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"128" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/gradBiasAdd/BiasAddGrad-op134 op_type:BiasAddGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"128" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/gradRealDiv/RealDiv-op135 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,128" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/gradCast/Cast-op136 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,128" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"16000,128" +op_name:Default/TransData-op252 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"16000,128" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"8,1000,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/gradMatMul/MatMul-op138 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"16,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"8,1000,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"8,16,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_4-DenseLayer/gradMatMul/MatMul-op139 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"8,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"8,16,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"16,1000,16,16" +op_name:Default/TransData-op233 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output_format:DefaultFormat output_data_type:40 output_shape:"16000,256" +op_name:Default/AtomicAddrClean-op429 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"256" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradBiasAdd/BiasAddGrad-op147 op_type:BiasAddGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,256" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"256" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradRealDiv/RealDiv-op148 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,256" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,256" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradCast/Cast-op149 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,256" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"16000,256" +op_name:Default/TransData-op247 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"16000,256" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"16,1000,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradMatMul/MatMul-op151 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"32,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"16,1000,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"16,32,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradMatMul/MatMul-op152 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"16,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"16,32,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"32,1000,16,16" +op_name:Default/TransData-op231 op_type:TransData input_id:0 input_format:FRACTAL_NZ input_data_type:40 input_shape:"32,1000,16,16" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,512" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradMul/Mul-op156 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,512" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,512" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_3-DenseLayer/gradReLU/ReluGrad-op158 op_type:ReluGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,512" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,512" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,512" +op_name:Default/AtomicAddrClean-op430 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"512" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_2-DenseLayer/gradBiasAdd/BiasAddGrad-op160 op_type:BiasAddGrad input_id:0 input_format:DefaultFormat input_data_type:40 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output_shape:"64,1000,16,16" +op_name:Default/TransData-op229 op_type:TransData input_id:0 input_format:FRACTAL_NZ input_data_type:40 input_shape:"64,1000,16,16" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1024" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_2-DenseLayer/gradMul/Mul-op169 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1024" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_2-DenseLayer/gradReLU/ReluGrad-op171 op_type:ReluGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1024" +op_name:Default/AtomicAddrClean-op431 op_type:AtomicAddrClean input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1024" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/gradBiasAdd/BiasAddGrad-op173 op_type:BiasAddGrad input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1024" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/gradRealDiv/RealDiv-op174 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"16000,1024" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/gradCast/Cast-op175 op_type:Cast input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"16000,1024" output_id:0 output_format:DefaultFormat output_data_type:39 output_shape:"16000,1024" +op_name:Default/TransData-op237 op_type:TransData input_id:0 input_format:DefaultFormat input_data_type:39 input_shape:"16000,1024" output_id:0 output_format:FRACTAL_NZ output_data_type:39 output_shape:"64,1000,16,16" +op_name:Gradients/Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/gradMatMul/MatMul-op177 op_type:MatMul input_id:0 input_format:FRACTAL_NZ input_data_type:39 input_shape:"156,1000,16,16" input_id:1 input_format:FRACTAL_NZ input_data_type:39 input_shape:"64,1000,16,16" output_id:0 output_format:FRACTAL_NZ output_data_type:40 output_shape:"64,156,16,16" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/RealDiv-op118 op_type:RealDiv input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/TensorAdd-op124 op_type:TensorAdd input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" 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output_format:DefaultFormat output_data_type:40 output_shape:"256,128" +op_name:Default/TransData-op214 op_type:TransData input_id:0 input_format:FRACTAL_NZ input_data_type:40 input_shape:"1,8,16,16" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"128,1" +op_name:Default/Mul-op197 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"2496,1024" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"2496,1024" +op_name:Default/Mul-op176 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1024,512" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1024,512" +op_name:Default/Mul-op163 op_type:Mul input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"512,256" input_id:1 input_format:DefaultFormat 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input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"256" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"256" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"256" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"256" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op146 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"128" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"128" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"128" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"128" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"128" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op127 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"1" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op198 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"2496,1024" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"2496,1024" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"2496,1024" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"2496,1024" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"2496,1024" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"2496,1024" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"2496,1024" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op179 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"1024,512" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"1024,512" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"1024,512" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"1024,512" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"1024,512" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"1024,512" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"1024,512" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op166 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"512,256" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"512,256" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"512,256" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"512,256" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"512,256" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"512,256" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"512,256" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op153 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"256,128" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"256,128" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"256,128" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"256,128" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"256,128" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"256,128" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"256,128" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op140 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"128,1" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"128,1" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"128,1" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"128,1" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"128,1" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"128,1" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"128,1" +op_name:Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op202 op_type:Adam input_id:0 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:1 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:2 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" input_id:3 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:4 input_format:DefaultFormat input_data_type:40 input_shape:"1" input_id:5 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:6 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:7 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:8 input_format:DefaultFormat input_data_type:40 input_shape:"" input_id:9 input_format:DefaultFormat input_data_type:40 input_shape:"184696,8" output_id:0 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:1 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" output_id:2 output_format:DefaultFormat output_data_type:40 output_shape:"184696,8" diff --git a/tests/utils/resource/JOB3/Framework.host.vm.task_desc_info.1.slice_0 b/tests/utils/resource/JOB3/Framework.host.vm.task_desc_info.1.slice_0 new file mode 100644 index 0000000000000000000000000000000000000000..bd3cfedd42234491a64b1df6d5208d1877598f5b --- /dev/null +++ b/tests/utils/resource/JOB3/Framework.host.vm.task_desc_info.1.slice_0 @@ -0,0 +1,199 @@ +Default/AssignAdd-op414 1 30092 3 +Default/network-TrainStepWrap/optimizer_d-Adam/Mul-op29 1 30093 3 +Default/network-TrainStepWrap/optimizer_d-Adam/Assign-op30 1 30094 3 +Default/network-TrainStepWrap/optimizer_d-Adam/Mul-op31 1 30095 3 +Default/network-TrainStepWrap/optimizer_d-Adam/Assign-op32 1 30096 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/GatherV2-op33 32 30103 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/Mul-op35 32 30104 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/ReduceSum-op36 32 30105 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/TensorAdd-op37 32 30106 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_5-DenseLayer/Cast-op34 1 30107 3 +Default/TransData-op216 8 30108 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Square-op38 32 30109 3 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/Split-op39 32 30453 7 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19 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/Cast-op73 32 31604 19 +Default/TransData-op271 32 31605 19 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/MatMul-op74 32 31606 19 +Default/TransData-op240 32 31607 19 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/RealDiv-op76 32 31608 19 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_1-DenseLayer/BiasAdd-op77 32 31609 19 +Default/network-TrainStepWrap/network-VirtualDatasetCellTriple/_backbone-NetWithLossClass/network-WideDeepModel/dense_layer_2-DenseLayer/ReLU-op78 32 31610 19 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32438 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op185 1 32439 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op172 1 32440 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op159 1 32441 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op146 1 32442 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op127 1 32443 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op198 32 32444 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op179 31 32445 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op166 31 32446 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op153 16 32447 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op140 1 32448 25 +Default/network-TrainStepWrap/optimizer_d-Adam/Adam-op202 31 32449 25 diff --git a/tests/utils/resource/JOB3/host_start.log.1 b/tests/utils/resource/JOB3/host_start.log.1 new file mode 100644 index 0000000000000000000000000000000000000000..746c670e829e2ecbab73d593bdca3ce591257ecd --- /dev/null +++ b/tests/utils/resource/JOB3/host_start.log.1 @@ -0,0 +1,3 @@ +[Device0] +clock_realtime: 1591183963784568740 +clock_monotonic_raw: 261003032627 diff --git a/tests/utils/resource/JOB3/hwts.log.data.45.dev.profiler_default_tag.1.slice_0 b/tests/utils/resource/JOB3/hwts.log.data.45.dev.profiler_default_tag.1.slice_0 new file mode 100644 index 0000000000000000000000000000000000000000..900d0ebc4ea34751d8a267409dcc1315a6b2aa5b Binary files /dev/null and b/tests/utils/resource/JOB3/hwts.log.data.45.dev.profiler_default_tag.1.slice_0 differ diff --git a/tests/utils/resource/JOB3/training_trace.46.dev.profiler_default_tag.1.slice_0 b/tests/utils/resource/JOB3/training_trace.46.dev.profiler_default_tag.1.slice_0 new file mode 100644 index 0000000000000000000000000000000000000000..7532041703b0b639bca42334af6fcb88616581df Binary files /dev/null and b/tests/utils/resource/JOB3/training_trace.46.dev.profiler_default_tag.1.slice_0 differ diff --git a/tests/ut/profiler/parser/resource/container/0/data/Framework.host.vm.graph_desc_info.0.JOB2.slice_0 b/tests/utils/resource/container/0/data/Framework.host.vm.graph_desc_info.0.JOB2.slice_0 similarity index 100% rename from tests/ut/profiler/parser/resource/container/0/data/Framework.host.vm.graph_desc_info.0.JOB2.slice_0 rename to tests/utils/resource/container/0/data/Framework.host.vm.graph_desc_info.0.JOB2.slice_0 diff --git a/tests/ut/profiler/parser/resource/container/0/data/Framework.host.vm.task_desc_info.0.JOB2.slice_0 b/tests/utils/resource/container/0/data/Framework.host.vm.task_desc_info.0.JOB2.slice_0 similarity index 100% rename from tests/ut/profiler/parser/resource/container/0/data/Framework.host.vm.task_desc_info.0.JOB2.slice_0 rename to tests/utils/resource/container/0/data/Framework.host.vm.task_desc_info.0.JOB2.slice_0 diff --git a/tests/utils/resource/profiler/aicore_intermediate_1_detail.csv b/tests/utils/resource/profiler/aicore_intermediate_1_detail.csv new file mode 100644 index 0000000000000000000000000000000000000000..ec117c5346b175d0715a19e5249ef82b5e5fa3a4 --- /dev/null +++ b/tests/utils/resource/profiler/aicore_intermediate_1_detail.csv @@ -0,0 +1,11 @@ +full_op_time,execution_time +Default/AtomicAddrClean-op104,0.00133 +Default/AtomicAddrClean-op105,0.000987 +Default/AtomicAddrClean-op106,0.001129 +Default/Cast-op10,0.00466 +Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Cast-op12,0.002366 +Gradients/Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/gradConv2D/Cast-op53,0.004879 +Default/TransData-op11,0.006366 +Gradients/Default/network-WithLossCell/_backbone-LeNet5/gradReshape/TransData-op44,0.006782 +Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Conv2D-op13,0.05651 +Default/network-WithLossCell/_backbone-LeNet5/fc3-Dense/MatMul-op9,0.370864 diff --git a/tests/utils/resource/profiler/aicore_intermediate_1_type.csv b/tests/utils/resource/profiler/aicore_intermediate_1_type.csv new file mode 100644 index 0000000000000000000000000000000000000000..56bf368a6c2c6e9844992ff26cdcede84711a7c4 --- /dev/null +++ b/tests/utils/resource/profiler/aicore_intermediate_1_type.csv @@ -0,0 +1,6 @@ +op_type,execution_time,execution_frequency,percent +AtomicAddrClean,0.007283,6,0.49 +Cast,0.053395,13,3.63 +TransData,0.121800,5,8.23 +Conv2D,0.063656,2,4.33 +MatMul,1.085982,9,73.80 diff --git a/tests/ut/profiler/parser/resource/framework_raw_0.csv b/tests/utils/resource/profiler/framework_raw_0.csv similarity index 100% rename from tests/ut/profiler/parser/resource/framework_raw_0.csv rename to tests/utils/resource/profiler/framework_raw_0.csv diff --git a/tests/utils/resource/profiler/framework_raw_1.csv b/tests/utils/resource/profiler/framework_raw_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..5b60ecef49dc854a140531fa64c67a3df0521e34 --- /dev/null +++ b/tests/utils/resource/profiler/framework_raw_1.csv @@ -0,0 +1,11 @@ +task_id,stream_id,block_dim,full_op_name,op_name,op_type,subgraph,op_info +30290,0,1,Default/AtomicAddrClean-op104,AtomicAddrClean-op104,AtomicAddrClean,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": """"}}" +30295,0,1,Default/AtomicAddrClean-op105,AtomicAddrClean-op105,AtomicAddrClean,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""10""}}" +30300,0,1,Default/AtomicAddrClean-op106,AtomicAddrClean-op106,AtomicAddrClean,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84""}}" +30268,0,32,Default/Cast-op10,Cast-op10,Cast,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,1,32,32""}, ""output_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}}" +30271,0,9,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Cast-op12,Cast-op12,Cast,Default,"{""input_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}}" +30320,0,32,Gradients/Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/gradConv2D/Cast-op53,Cast-op53,Cast,Gradients,"{""input_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,1,28,28,16""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,28,28,16""}}" +30269,0,32,Default/TransData-op11,TransData-op11,TransData,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32""}}" +30308,0,32,Gradients/Default/network-WithLossCell/_backbone-LeNet5/gradReshape/TransData-op44,TransData-op44,TransData,Gradients,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,16,5,5""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,5,5,16""}}" +30272,0,32,Default/network-WithLossCell/_backbone-LeNet5/conv1-Conv2d/Conv2D-op13,Conv2D-op13,Conv2D,Default,"{""input_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,32,32,16""}, ""input_1"": {""format"": ""FracZ"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""25,1,16,16""}, ""output_0"": {""format"": ""NC1HWC0"", ""data_type"": ""NUMBER_TYPE_FLOAT16"", ""shape"": ""32,1,28,28,16""}}" +30286,0,1,Default/network-WithLossCell/_backbone-LeNet5/fc3-Dense/MatMul-op9,MatMul-op9,MatMul,Default,"{""input_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,120""}, ""input_1"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84,120""}, ""input_2"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""84""}, ""output_0"": {""format"": ""DefaultFormat"", ""data_type"": ""NUMBER_TYPE_FLOAT32"", ""shape"": ""32,84""}}" diff --git a/tests/utils/resource/profiler/step_trace_raw_0_detail_time.csv b/tests/utils/resource/profiler/step_trace_raw_0_detail_time.csv new file mode 100644 index 0000000000000000000000000000000000000000..301bbb9e50a95d2ca85e0fa06aa5b22056164602 --- /dev/null +++ b/tests/utils/resource/profiler/step_trace_raw_0_detail_time.csv @@ -0,0 +1,21 @@ 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