==================================================Ascend ============================= test session starts ============================== platform linux -- Python 3.9.19, pytest-6.2.5, py-1.11.0, pluggy-1.5.0 rootdir: /home/jenkins/mindspore/testcases/testcases/tests/st/mint, configfile: ../../../../../../sault/virtual_test/virtualenv_004/sault/config/pytest.ini plugins: mock-3.14.0, hydra-core-1.3.2, forked-1.6.0, anyio-4.9.0, xdist-1.32.0 collected 4 items test_squeeze.py . [hook] pytest_runtest_teardown:test_squeeze_dynamic_shape_advanced[False-pynative] tests/st/mint/test_squeeze.py::test_squeeze_dynamic_shape_advanced[False-pynative],max_mem:2.0M [WARNING] PARSER(165108,ffffbf5ecf30,python3.9):2026-01-29-17:39:48.737.940 [mindspore/ccsrc/frontend/jit/ps/parse/data_converter.cc:661] CheckAPI] The mint interface squeeze was called, and the operators under this interface have different view capabilities on pynative and graph mode. Use this interface with caution in graph mode, as it may produce unexpected results. For more information, please refer to: https://www.mindspore.cn/docs/en/master/features/view.html TotalTime = 3.17532, [30] [bootstrap]: 0.00057393 [type_inference]: 2.93039 [event_method]: 2.582e-05 [auto_monad]: 0.00013745 [graph_reusing]: 7.3e-06 [pre_auto_parallel]: 1.318e-05 [py_interpret_to_execute]: 0.00076859 [rewriter_before_opt_a]: 0.00011662 [expand_dump_flag]: 5.25999e-06 [jit_opt_a]: 0.159377, [2] [Cycle 1]: 0.0053542, [27] [switch_simplify]: 8.739e-05 [loop_unroll]: 2.852e-05 [a_1]: 0.00066157 [with_stream_mark]: 2.926e-05 [recompute_prepare]: 1.467e-05 [updatestate_depend_eliminate]: 5.87999e-06 [updatestate_assign_eliminate]: 3.17002e-06 [updatestate_loads_eliminate]: 3.23998e-06 [parameter_eliminate]: 2.82002e-06 [specialize_transform]: 9.20999e-06 [updatestate_useless_node_eliminater]: 7.01001e-06 [accelerated_algorithm]: 8.81002e-06 [meta_shard_fg_expand]: 3.33e-06 [get_grad_eliminate_]: 7.8e-06 [merge_forward]: 4.41002e-06 [cell_reuse_recompute_pass]: 1.78002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.708e-05 [j_node_and_user_rematch]: 1.375e-05 [meta_fg_expand]: 3.63999e-06 [replace_old_param]: 1.321e-05 [inline_without_move]: 7.01999e-06 [renormalize]: 0.00398848 [add_forward_monad_depend]: 2.226e-05 [auto_monad_grad]: 2.76999e-06 [auto_monad_eliminator]: 2.566e-05 [cse]: 3.994e-05 [replace_applicator]: 3.099e-05 [Cycle 2]: 0.00045626, [27] [switch_simplify]: 8.22998e-06 [loop_unroll]: 7.13998e-06 [a_1]: 0.00014244 [with_stream_mark]: 2.059e-05 [recompute_prepare]: 7.18e-06 [updatestate_depend_eliminate]: 5.32999e-06 [updatestate_assign_eliminate]: 3.13998e-06 [updatestate_loads_eliminate]: 3.09999e-06 [parameter_eliminate]: 1.97999e-06 [specialize_transform]: 6.38e-06 [updatestate_useless_node_eliminater]: 6.33998e-06 [accelerated_algorithm]: 7.87e-06 [meta_shard_fg_expand]: 2.26e-06 [get_grad_eliminate_]: 6.51999e-06 [merge_forward]: 5.29e-06 [cell_reuse_recompute_pass]: 3.59002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.277e-05 [j_node_and_user_rematch]: 1.043e-05 [meta_fg_expand]: 2.71e-06 [replace_old_param]: 1.174e-05 [inline_without_move]: 6.41998e-06 [renormalize]: 7.00238e-08 [add_forward_monad_depend]: 2.14e-06 [auto_monad_grad]: 1.49e-06 [auto_monad_eliminator]: 8.18001e-06 [cse]: 1.69e-05 [replace_applicator]: 8.42e-06 [py_interpret_to_execute_after_opt_a]: 2.216e-05 [rewriter_after_opt_a]: 6.044e-05 [convert_after_rewriter]: 2.193e-05 [order_py_execute_after_rewriter]: 6.25002e-06 [mutable_eliminate]: 0.00087757 [jit_opt_b]: 7.089e-05, [1] [Cycle 1]: 5.931e-05, [2] [frontend_op_eliminate]: 2.337e-05 [inline_after_opt_a]: 2.186e-05 [cconv]: 3.905e-05 [loop_unroll]: 0.0807779 [jit_opt_after_cconv]: 0.00024237, [1] [Cycle 1]: 0.0002301, [11] [c_1]: 3.678e-05 [parameter_eliminate]: 8.18999e-06 [updatestate_depend_eliminate]: 1.337e-05 [updatestate_assign_eliminate]: 3.88999e-06 [updatestate_loads_eliminate]: 3.91001e-06 [cse]: 5.115e-05 [call_graph_tuple_transform]: 3.287e-05 [tuple_list_get_item_eliminator]: 8.47998e-06 [none_parameter_eliminate]: 1.55001e-06 [renormalize]: 1.03001e-06 [switch_simplify]: 8.49002e-06 [remove_dup_value]: 1.736e-05 [partial_unused_args_eliminate]: 3.68e-06 [environ_conv]: 2.786e-05 [add_recomputation]: 6.73e-05 [cse_after_recomputation]: 3.068e-05, [1] [Cycle 1]: 2.358e-05, [1] [cse]: 1.639e-05 [auto_monad_reorder]: 2.56e-05 [get_jit_bprop_graph]: 2.54999e-06 [rewriter_after_jit_bprop_graph]: 0.00024373 [opt_after_jit_grad]: 0.00079757 [symbol_engine_optimizer]: 0.00010279, [1] [Cycle 1]: 9.329e-05, [6] [build]: 6.93998e-06 [elim_shapecalc]: 1.202e-05 [elim_not_effective]: 1.936e-05 [opt_reshape]: 8.79003e-06 [fold_const_symbol]: 1.15e-05 [renormalize]: 8.39995e-07 [validate]: 8.141e-05 Sums bootstrap : 0.000574s : 0.02% type_inference : 2.930391s : 97.01% event_method : 0.000026s : 0.00% auto_monad : 0.000137s : 0.00% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000013s : 0.00% py_interpret_to_execute : 0.000769s : 0.03% rewriter_before_opt_a : 0.000117s : 0.00% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000096s : 0.00% jit_opt_a.loop_unroll : 0.000036s : 0.00% jit_opt_a.a_1 : 0.000804s : 0.03% jit_opt_a.with_stream_mark : 0.000050s : 0.00% jit_opt_a.recompute_prepare : 0.000022s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000017s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000014s : 0.00% jit_opt_a.merge_forward : 0.000010s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000060s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000024s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000025s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.003989s : 0.13% jit_opt_a.add_forward_monad_depend : 0.000024s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000034s : 0.00% jit_opt_a.cse : 0.000057s : 0.00% jit_opt_a.replace_applicator : 0.000039s : 0.00% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000060s : 0.00% convert_after_rewriter : 0.000022s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000878s : 0.03% jit_opt_b.frontend_op_eliminate : 0.000023s : 0.00% jit_opt_b.inline_after_opt_a : 0.000022s : 0.00% cconv : 0.000039s : 0.00% loop_unroll : 0.080778s : 2.67% jit_opt_after_cconv.c_1 : 0.000037s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.cse : 0.000051s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000033s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000008s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000004s : 0.00% environ_conv : 0.000028s : 0.00% add_recomputation : 0.000067s : 0.00% cse_after_recomputation.cse : 0.000016s : 0.00% auto_monad_reorder : 0.000026s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000244s : 0.01% opt_after_jit_grad : 0.000798s : 0.03% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000012s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000081s : 0.00% Time group info: ------[substitution.] 0.000275 23 1.12% : 0.000003s : 2: substitution.elim_not_effective 0.76% : 0.000002s : 2: substitution.fold_const_symbol 2.98% : 0.000008s : 4: substitution.graph_param_transform 79.19% : 0.000218s : 4: substitution.inline 1.90% : 0.000005s : 4: substitution.j_node_and_user_rematch 6.71% : 0.000018s : 4: substitution.remove_not_recompute_node 2.84% : 0.000008s : 2: substitution.replace_old_param 4.49% : 0.000012s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 2.930258 2 93.74% : 2.746729s : 1: type_inference.infer 6.26% : 0.183529s : 1: type_inference.specialize ------[replace.] 0.000066 5 83.90% : 0.000056s : 4: replace.inline 16.10% : 0.000011s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000226 5 94.99% : 0.000215s : 4: match.inline 5.01% : 0.000011s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000181 801 1.36% : 0.000002s : 12: predicate.accumulaten_eliminater 1.32% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 0.98% : 0.000002s : 12: predicate.addn_check_dump 1.31% : 0.000002s : 12: predicate.addn_zero_filter 2.06% : 0.000004s : 12: predicate.arithmetic_simplify 1.20% : 0.000002s : 12: predicate.cast_eliminate 0.70% : 0.000001s : 4: predicate.check_bprop_eliminate 0.96% : 0.000002s : 12: predicate.compare_switch_simplify 1.35% : 0.000002s : 12: predicate.depend_value_elim 1.01% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.13% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.03% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.02% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.50% : 0.000001s : 4: predicate.elim_not_effective 0.59% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.11% : 0.000002s : 12: predicate.environ_add_const_eliminate 0.85% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.89% : 0.000002s : 12: predicate.environ_get_depend_swap 1.15% : 0.000002s : 12: predicate.environ_get_eliminate 0.90% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.22% : 0.000000s : 4: predicate.fold_const_symbol 1.07% : 0.000002s : 8: predicate.get_grad_eliminate 0.19% : 0.000000s : 4: predicate.graph_param_transform 6.05% : 0.000011s : 25: predicate.inline 0.75% : 0.000001s : 8: predicate.inline_without_move 0.35% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.43% : 0.000003s : 8: predicate.less_batch_normalization 1.32% : 0.000002s : 13: predicate.list_to_tuple_eliminator_ 1.75% : 0.000003s : 17: predicate.load_eliminater 3.52% : 0.000006s : 4: predicate.loop_unroll_after_grad 3.23% : 0.000006s : 28: predicate.loop_unroll_before_grad 2.30% : 0.000004s : 16: predicate.make_slice_get_slice_eliminator 0.94% : 0.000002s : 12: predicate.merge_addn 0.91% : 0.000002s : 12: predicate.minmaximum_grad 2.77% : 0.000005s : 4: predicate.mutable_eliminate 0.50% : 0.000001s : 4: predicate.opt_reshape 1.93% : 0.000003s : 17: predicate.partial_eliminate 1.58% : 0.000003s : 12: predicate.print_const_string_wrapper 1.97% : 0.000004s : 12: predicate.reduce_eliminate 1.19% : 0.000002s : 13: predicate.redundant_stop_gradient_eliminater 0.57% : 0.000001s : 8: predicate.remove_not_recompute_node 1.88% : 0.000003s : 21: predicate.replace_applicator 0.61% : 0.000001s : 8: predicate.replace_old_param 0.39% : 0.000001s : 4: predicate.reset_defer_inline 1.35% : 0.000002s : 12: predicate.reshape_eliminate 1.33% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.84% : 0.000002s : 4: predicate.row_tensor_eliminate 1.31% : 0.000002s : 12: predicate.same_eliminate 0.50% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.08% : 0.000002s : 8: predicate.special_op_eliminate 0.74% : 0.000001s : 8: predicate.specialize_transform 1.27% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.52% : 0.000003s : 12: predicate.stack_unstack_eliminate 0.46% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.10% : 0.000004s : 17: predicate.switch_defer_inline 1.99% : 0.000004s : 17: predicate.switch_layer_defer_inline 7.18% : 0.000013s : 49: predicate.switch_simplify 1.26% : 0.000002s : 12: predicate.tile_eliminate 1.15% : 0.000002s : 12: predicate.transpose_eliminate 1.35% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.15% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.38% : 0.000008s : 21: predicate.tuple_list_get_item_eliminator 1.47% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.23% : 0.000002s : 13: predicate.tuple_to_list_eliminator_ 1.98% : 0.000004s : 17: predicate.updatestate_pure_node_eliminater 2.81% : 0.000005s : 25: predicate.updatestate_useless_node_eliminater 1.91% : 0.000003s : 12: predicate.value_based_eliminate 0.30% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.49% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002846 18 64.93% : 0.001848s : 12: func_graph_cloner_run.FuncGraphClonerGraph 35.07% : 0.000998s : 6: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 3.180412 72 0.00% : 0.000071s : 1: add_recomputation 0.00% : 0.000143s : 1: auto_monad 0.00% : 0.000029s : 1: auto_monad_reorder 0.02% : 0.000601s : 1: bootstrap 0.00% : 0.000042s : 1: cconv 0.00% : 0.000025s : 1: convert_after_rewriter 0.00% : 0.000033s : 1: cse_after_recomputation 0.00% : 0.000031s : 1: environ_conv 0.00% : 0.000033s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 5.01% : 0.159380s : 1: jit_opt_a 0.01% : 0.000246s : 1: jit_opt_after_cconv 0.00% : 0.000075s : 1: jit_opt_b 2.54% : 0.080800s : 1: loop_unroll 0.03% : 0.000893s : 1: mutable_eliminate 0.04% : 0.001116s : 26: opt.transform.jit_opt_a 0.00% : 0.000081s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000037s : 4: opt.transform.jit_opt_b 0.00% : 0.000042s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000026s : 1: opt.transform.mutable_eliminate 0.00% : 0.000036s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000047s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000812s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000015s : 1: pre_auto_parallel 0.02% : 0.000779s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.09% : 0.002805s : 1: renormalize.infer 0.04% : 0.001166s : 1: renormalize.specialize 0.01% : 0.000250s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000066s : 1: rewriter_after_opt_a 0.00% : 0.000124s : 1: rewriter_before_opt_a 0.00% : 0.000107s : 1: symbol_engine_optimizer 92.14% : 2.930419s : 1: type_inference TotalTime = 2.04113, [30] [bootstrap]: 0.00047725 [type_inference]: 1.76501 [event_method]: 0.00075209 [auto_monad]: 0.00018483 [graph_reusing]: 1.054e-05 [pre_auto_parallel]: 3.95998e-06 [py_interpret_to_execute]: 6.037e-05 [rewriter_before_opt_a]: 0.00016588 [expand_dump_flag]: 4.65001e-06 [jit_opt_a]: 0.271038, [2] [Cycle 1]: 0.265534, [27] [switch_simplify]: 0.00024992 [loop_unroll]: 6.097e-05 [a_1]: 0.00153407 [with_stream_mark]: 4.113e-05 [recompute_prepare]: 3.567e-05 [updatestate_depend_eliminate]: 1.218e-05 [updatestate_assign_eliminate]: 7.92e-06 [updatestate_loads_eliminate]: 6.98e-06 [parameter_eliminate]: 3.46001e-06 [specialize_transform]: 1.848e-05 [updatestate_useless_node_eliminater]: 1.52e-05 [accelerated_algorithm]: 1.662e-05 [meta_shard_fg_expand]: 5.76e-06 [get_grad_eliminate_]: 1.561e-05 [merge_forward]: 9.56e-06 [cell_reuse_recompute_pass]: 1.07998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.577e-05 [j_node_and_user_rematch]: 2.885e-05 [meta_fg_expand]: 0.254918 [replace_old_param]: 0.00012319 [inline_without_move]: 9.549e-05 [renormalize]: 0.00782802 [add_forward_monad_depend]: 2.061e-05 [auto_monad_grad]: 3.18e-06 [auto_monad_eliminator]: 2.139e-05 [cse]: 3.806e-05 [replace_applicator]: 2.851e-05 [Cycle 2]: 0.00057249, [27] [switch_simplify]: 6.79001e-06 [loop_unroll]: 5.01002e-06 [a_1]: 7.387e-05 [with_stream_mark]: 1.843e-05 [recompute_prepare]: 5.03002e-06 [updatestate_depend_eliminate]: 3.31999e-06 [updatestate_assign_eliminate]: 2.61e-06 [updatestate_loads_eliminate]: 3.28998e-06 [parameter_eliminate]: 1.97001e-06 [specialize_transform]: 4.31002e-06 [updatestate_useless_node_eliminater]: 4.10998e-06 [accelerated_algorithm]: 4.90001e-06 [meta_shard_fg_expand]: 2.61999e-06 [get_grad_eliminate_]: 4.47e-06 [merge_forward]: 3.60003e-06 [cell_reuse_recompute_pass]: 3.7e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.137e-05 [j_node_and_user_rematch]: 9.67001e-06 [meta_fg_expand]: 0.00018591 [replace_old_param]: 1.14e-05 [inline_without_move]: 5.14e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 3.59002e-06 [auto_monad_grad]: 1.59998e-06 [auto_monad_eliminator]: 9.47001e-06 [cse]: 2.139e-05 [replace_applicator]: 6.65998e-06 [py_interpret_to_execute_after_opt_a]: 2.013e-05 [rewriter_after_opt_a]: 0.00045003 [convert_after_rewriter]: 1.622e-05 [order_py_execute_after_rewriter]: 5.37001e-06 [mutable_eliminate]: 0.00089823 [jit_opt_b]: 6.273e-05, [1] [Cycle 1]: 5.229e-05, [2] [frontend_op_eliminate]: 1.715e-05 [inline_after_opt_a]: 1.932e-05 [cconv]: 4.41e-05 [loop_unroll]: 0.00054724 [jit_opt_after_cconv]: 0.00017984, [1] [Cycle 1]: 0.00017061, [11] [c_1]: 1.735e-05 [parameter_eliminate]: 5.77001e-06 [updatestate_depend_eliminate]: 1.005e-05 [updatestate_assign_eliminate]: 3.10998e-06 [updatestate_loads_eliminate]: 2.27999e-06 [cse]: 3.789e-05 [call_graph_tuple_transform]: 2.558e-05 [tuple_list_get_item_eliminator]: 4.75999e-06 [none_parameter_eliminate]: 1.64998e-06 [renormalize]: 4.00003e-07 [switch_simplify]: 4.83001e-06 [remove_dup_value]: 1.9e-05 [partial_unused_args_eliminate]: 2.38998e-06 [environ_conv]: 6.44001e-06 [add_recomputation]: 4.66e-05 [cse_after_recomputation]: 3.069e-05, [1] [Cycle 1]: 2.182e-05, [1] [cse]: 1.202e-05 [auto_monad_reorder]: 1.609e-05 [get_jit_bprop_graph]: 2.98e-06 [rewriter_after_jit_bprop_graph]: 9.09e-06 [opt_after_jit_grad]: 0.00063816 [symbol_engine_optimizer]: 8.87e-05, [1] [Cycle 1]: 7.955e-05, [6] [build]: 5.17999e-06 [elim_shapecalc]: 8.57e-06 [elim_not_effective]: 1.598e-05 [opt_reshape]: 6.05002e-06 [fold_const_symbol]: 9.84999e-06 [renormalize]: 7.50006e-07 [validate]: 4.631e-05 Sums bootstrap : 0.000477s : 0.02% type_inference : 1.765015s : 86.72% event_method : 0.000752s : 0.04% auto_monad : 0.000185s : 0.01% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000060s : 0.00% rewriter_before_opt_a : 0.000166s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000257s : 0.01% jit_opt_a.loop_unroll : 0.000066s : 0.00% jit_opt_a.a_1 : 0.001608s : 0.08% jit_opt_a.with_stream_mark : 0.000060s : 0.00% jit_opt_a.recompute_prepare : 0.000041s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000023s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000019s : 0.00% jit_opt_a.accelerated_algorithm : 0.000022s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000008s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000013s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000057s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000039s : 0.00% jit_opt_a.meta_fg_expand : 0.255104s : 12.53% jit_opt_a.replace_old_param : 0.000135s : 0.01% jit_opt_a.inline_without_move : 0.000101s : 0.00% jit_opt_a.renormalize : 0.007828s : 0.38% jit_opt_a.add_forward_monad_depend : 0.000024s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000031s : 0.00% jit_opt_a.cse : 0.000059s : 0.00% jit_opt_a.replace_applicator : 0.000035s : 0.00% py_interpret_to_execute_after_opt_a : 0.000020s : 0.00% rewriter_after_opt_a : 0.000450s : 0.02% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000898s : 0.04% jit_opt_b.frontend_op_eliminate : 0.000017s : 0.00% jit_opt_b.inline_after_opt_a : 0.000019s : 0.00% cconv : 0.000044s : 0.00% loop_unroll : 0.000547s : 0.03% jit_opt_after_cconv.c_1 : 0.000017s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000038s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000005s : 0.00% remove_dup_value : 0.000019s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000047s : 0.00% cse_after_recomputation.cse : 0.000012s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000638s : 0.03% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000016s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000010s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000046s : 0.00% Time group info: ------[substitution.] 0.000537 65 0.34% : 0.000002s : 1: substitution.elim_not_effective 0.28% : 0.000002s : 1: substitution.fold_const_symbol 0.99% : 0.000005s : 1: substitution.graph_param_transform 71.46% : 0.000384s : 13: substitution.inline 8.36% : 0.000045s : 2: substitution.inline_without_move 1.81% : 0.000010s : 9: substitution.j_node_and_user_rematch 0.83% : 0.000004s : 2: substitution.minmaximum_grad 1.65% : 0.000009s : 9: substitution.partial_eliminate 1.69% : 0.000009s : 9: substitution.remove_not_recompute_node 0.59% : 0.000003s : 1: substitution.replace_applicator 2.00% : 0.000011s : 6: substitution.replace_old_param 0.98% : 0.000005s : 1: substitution.set_cell_output_no_recompute 2.78% : 0.000015s : 3: substitution.switch_simplify 1.66% : 0.000009s : 2: substitution.tuple_list_convert_item_index_to_positive 1.18% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 3.40% : 0.000018s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.764873 2 99.70% : 1.759622s : 1: type_inference.infer 0.30% : 0.005251s : 1: type_inference.specialize ------[replace.] 0.000235 17 57.93% : 0.000136s : 13: replace.inline 37.13% : 0.000087s : 3: replace.switch_simplify 4.94% : 0.000012s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000393 17 95.44% : 0.000375s : 13: match.inline 3.30% : 0.000013s : 3: match.switch_simplify 1.26% : 0.000005s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000269 1539 1.72% : 0.000005s : 26: predicate.accumulaten_eliminater 0.86% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.24% : 0.000003s : 26: predicate.addn_check_dump 1.43% : 0.000004s : 26: predicate.addn_zero_filter 2.30% : 0.000006s : 26: predicate.arithmetic_simplify 1.42% : 0.000004s : 26: predicate.cast_eliminate 0.16% : 0.000000s : 1: predicate.check_bprop_eliminate 1.31% : 0.000004s : 26: predicate.compare_switch_simplify 1.29% : 0.000003s : 26: predicate.depend_value_elim 1.34% : 0.000004s : 26: predicate.dict_get_item_const_eliminator 1.29% : 0.000003s : 26: predicate.dict_get_item_eliminator 1.33% : 0.000004s : 26: predicate.dict_set_item_eliminator 0.48% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.25% : 0.000001s : 1: predicate.elim_not_effective 0.32% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.32% : 0.000004s : 26: predicate.environ_add_const_eliminate 1.30% : 0.000003s : 26: predicate.environ_get_add_eliminate 1.52% : 0.000004s : 26: predicate.environ_get_depend_swap 1.34% : 0.000004s : 26: predicate.environ_get_eliminate 1.28% : 0.000003s : 26: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 1.10% : 0.000003s : 13: predicate.get_grad_eliminate 0.12% : 0.000000s : 1: predicate.graph_param_transform 4.53% : 0.000012s : 42: predicate.inline 3.16% : 0.000008s : 35: predicate.inline_without_move 0.38% : 0.000001s : 13: predicate.j_node_and_user_rematch 1.33% : 0.000004s : 13: predicate.less_batch_normalization 1.51% : 0.000004s : 27: predicate.list_to_tuple_eliminator_ 1.52% : 0.000004s : 28: predicate.load_eliminater 0.58% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.76% : 0.000010s : 67: predicate.loop_unroll_before_grad 1.80% : 0.000005s : 27: predicate.make_slice_get_slice_eliminator 1.41% : 0.000004s : 26: predicate.merge_addn 1.21% : 0.000003s : 26: predicate.minmaximum_grad 0.97% : 0.000003s : 1: predicate.mutable_eliminate 0.19% : 0.000000s : 1: predicate.opt_reshape 1.91% : 0.000005s : 28: predicate.partial_eliminate 1.29% : 0.000003s : 26: predicate.print_const_string_wrapper 1.65% : 0.000004s : 26: predicate.reduce_eliminate 1.33% : 0.000004s : 27: predicate.redundant_stop_gradient_eliminater 0.60% : 0.000002s : 13: predicate.remove_not_recompute_node 1.49% : 0.000004s : 29: predicate.replace_applicator 1.53% : 0.000004s : 35: predicate.replace_old_param 0.15% : 0.000000s : 1: predicate.reset_defer_inline 1.43% : 0.000004s : 26: predicate.reshape_eliminate 1.46% : 0.000004s : 26: predicate.row_tensor_add_zeros_like 0.60% : 0.000002s : 1: predicate.row_tensor_eliminate 1.46% : 0.000004s : 26: predicate.same_eliminate 0.67% : 0.000002s : 13: predicate.set_cell_output_no_recompute 0.39% : 0.000001s : 2: predicate.special_op_eliminate 0.85% : 0.000002s : 13: predicate.specialize_transform 1.64% : 0.000004s : 26: predicate.split_environ_get_set_with_tuple_value 1.48% : 0.000004s : 26: predicate.stack_unstack_eliminate 0.10% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.20% : 0.000009s : 40: predicate.switch_defer_inline 2.56% : 0.000007s : 40: predicate.switch_layer_defer_inline 7.68% : 0.000021s : 114: predicate.switch_simplify 1.29% : 0.000003s : 26: predicate.tile_eliminate 1.50% : 0.000004s : 26: predicate.transpose_eliminate 1.83% : 0.000005s : 26: predicate.tuple_list_convert_item_index_to_positive 1.85% : 0.000005s : 26: predicate.tuple_list_get_item_depend_reorder 3.21% : 0.000009s : 29: predicate.tuple_list_get_item_eliminator 1.97% : 0.000005s : 26: predicate.tuple_list_set_item_eliminator 1.56% : 0.000004s : 27: predicate.tuple_to_list_eliminator_ 1.56% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.62% : 0.000007s : 41: predicate.updatestate_useless_node_eliminater 1.76% : 0.000005s : 26: predicate.value_based_eliminate 0.10% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.16% : 0.000000s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004193 37 82.64% : 0.003465s : 21: func_graph_cloner_run.FuncGraphClonerGraph 17.36% : 0.000728s : 16: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.051348 72 0.00% : 0.000051s : 1: add_recomputation 0.01% : 0.000194s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.02% : 0.000510s : 1: bootstrap 0.00% : 0.000047s : 1: cconv 0.00% : 0.000020s : 1: convert_after_rewriter 0.00% : 0.000034s : 1: cse_after_recomputation 0.00% : 0.000009s : 1: environ_conv 0.04% : 0.000765s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 13.21% : 0.271043s : 1: jit_opt_a 0.01% : 0.000183s : 1: jit_opt_after_cconv 0.00% : 0.000066s : 1: jit_opt_b 0.03% : 0.000560s : 1: loop_unroll 0.04% : 0.000917s : 1: mutable_eliminate 0.12% : 0.002365s : 26: opt.transform.jit_opt_a 0.00% : 0.000048s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000025s : 4: opt.transform.jit_opt_b 0.00% : 0.000013s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000023s : 1: opt.transform.mutable_eliminate 0.00% : 0.000026s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000035s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000656s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000063s : 1: py_interpret_to_execute 0.00% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000022s : 1: remove_dup_value 0.33% : 0.006841s : 1: renormalize.infer 0.05% : 0.000970s : 1: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000460s : 1: rewriter_after_opt_a 0.01% : 0.000170s : 1: rewriter_before_opt_a 0.00% : 0.000092s : 1: symbol_engine_optimizer 86.04% : 1.765042s : 1: type_inference TotalTime = 1.96412, [30] [bootstrap]: 0.00031738 [type_inference]: 1.70472 [event_method]: 2.332e-05 [auto_monad]: 8.356e-05 [graph_reusing]: 6.63e-06 [pre_auto_parallel]: 2.82002e-06 [py_interpret_to_execute]: 0.00071374 [rewriter_before_opt_a]: 9.669e-05 [expand_dump_flag]: 4.43999e-06 [jit_opt_a]: 0.254347, [2] [Cycle 1]: 0.249542, [27] [switch_simplify]: 6.648e-05 [loop_unroll]: 2.548e-05 [a_1]: 0.00065307 [with_stream_mark]: 3.135e-05 [recompute_prepare]: 1.245e-05 [updatestate_depend_eliminate]: 5.16998e-06 [updatestate_assign_eliminate]: 3.49001e-06 [updatestate_loads_eliminate]: 3.38999e-06 [parameter_eliminate]: 2.88e-06 [specialize_transform]: 9.29e-06 [updatestate_useless_node_eliminater]: 7.06001e-06 [accelerated_algorithm]: 7.6e-06 [meta_shard_fg_expand]: 2.74999e-06 [get_grad_eliminate_]: 7.76001e-06 [merge_forward]: 4.84e-06 [cell_reuse_recompute_pass]: 1.63002e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.935e-05 [j_node_and_user_rematch]: 1.155e-05 [meta_fg_expand]: 3.4e-06 [replace_old_param]: 1.306e-05 [inline_without_move]: 8.35999e-06 [renormalize]: 0.248275 [add_forward_monad_depend]: 1.286e-05 [auto_monad_grad]: 2.83998e-06 [auto_monad_eliminator]: 2.678e-05 [cse]: 4.052e-05 [replace_applicator]: 2.965e-05 [Cycle 2]: 0.0004751, [27] [switch_simplify]: 8.59e-06 [loop_unroll]: 7.87e-06 [a_1]: 0.0001524 [with_stream_mark]: 2.158e-05 [recompute_prepare]: 7.19001e-06 [updatestate_depend_eliminate]: 4.55999e-06 [updatestate_assign_eliminate]: 3.08e-06 [updatestate_loads_eliminate]: 2.83e-06 [parameter_eliminate]: 2.11e-06 [specialize_transform]: 7.03998e-06 [updatestate_useless_node_eliminater]: 6.32001e-06 [accelerated_algorithm]: 7.18e-06 [meta_shard_fg_expand]: 3.08e-06 [get_grad_eliminate_]: 6.69001e-06 [merge_forward]: 4.4e-06 [cell_reuse_recompute_pass]: 3.53e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.344e-05 [j_node_and_user_rematch]: 1.212e-05 [meta_fg_expand]: 3.20002e-06 [replace_old_param]: 1.268e-05 [inline_without_move]: 6.56e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.50002e-06 [auto_monad_grad]: 1.92001e-06 [auto_monad_eliminator]: 8.54e-06 [cse]: 1.91e-05 [replace_applicator]: 6.64999e-06 [py_interpret_to_execute_after_opt_a]: 2.157e-05 [rewriter_after_opt_a]: 4.474e-05 [convert_after_rewriter]: 8.27e-06 [order_py_execute_after_rewriter]: 4.97e-06 [mutable_eliminate]: 0.00094326 [jit_opt_b]: 7.835e-05, [1] [Cycle 1]: 6.687e-05, [2] [frontend_op_eliminate]: 2.578e-05 [inline_after_opt_a]: 2.522e-05 [cconv]: 4.459e-05 [loop_unroll]: 0.00073829 [jit_opt_after_cconv]: 0.0004279, [1] [Cycle 1]: 0.0004159, [11] [c_1]: 3.412e-05 [parameter_eliminate]: 6.53998e-06 [updatestate_depend_eliminate]: 1.29e-05 [updatestate_assign_eliminate]: 5.14e-06 [updatestate_loads_eliminate]: 2.69999e-06 [cse]: 4.833e-05 [call_graph_tuple_transform]: 3.283e-05 [tuple_list_get_item_eliminator]: 9.04998e-06 [none_parameter_eliminate]: 2.20002e-06 [renormalize]: 8.89995e-07 [switch_simplify]: 0.00019503 [remove_dup_value]: 2.244e-05 [partial_unused_args_eliminate]: 3.61999e-06 [environ_conv]: 1.358e-05 [add_recomputation]: 7.434e-05 [cse_after_recomputation]: 4.301e-05, [1] [Cycle 1]: 3.424e-05, [1] [cse]: 2.418e-05 [auto_monad_reorder]: 2.009e-05 [get_jit_bprop_graph]: 2.77002e-06 [rewriter_after_jit_bprop_graph]: 1.141e-05 [opt_after_jit_grad]: 0.00083842 [symbol_engine_optimizer]: 0.00010794, [1] [Cycle 1]: 9.882e-05, [6] [build]: 8.97e-06 [elim_shapecalc]: 1.129e-05 [elim_not_effective]: 2.321e-05 [opt_reshape]: 8.77e-06 [fold_const_symbol]: 1.132e-05 [renormalize]: 1.02998e-06 [validate]: 6.754e-05 Sums bootstrap : 0.000317s : 0.02% type_inference : 1.704717s : 87.02% event_method : 0.000023s : 0.00% auto_monad : 0.000084s : 0.00% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000714s : 0.04% rewriter_before_opt_a : 0.000097s : 0.00% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000075s : 0.00% jit_opt_a.loop_unroll : 0.000033s : 0.00% jit_opt_a.a_1 : 0.000805s : 0.04% jit_opt_a.with_stream_mark : 0.000053s : 0.00% jit_opt_a.recompute_prepare : 0.000020s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000015s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000014s : 0.00% jit_opt_a.merge_forward : 0.000009s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000024s : 0.00% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.00% jit_opt_a.inline_without_move : 0.000015s : 0.00% jit_opt_a.renormalize : 0.248275s : 12.67% jit_opt_a.add_forward_monad_depend : 0.000015s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000035s : 0.00% jit_opt_a.cse : 0.000060s : 0.00% jit_opt_a.replace_applicator : 0.000036s : 0.00% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000045s : 0.00% convert_after_rewriter : 0.000008s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000943s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000026s : 0.00% jit_opt_b.inline_after_opt_a : 0.000025s : 0.00% cconv : 0.000045s : 0.00% loop_unroll : 0.000738s : 0.04% jit_opt_after_cconv.c_1 : 0.000034s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000048s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000033s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000195s : 0.01% remove_dup_value : 0.000022s : 0.00% partial_unused_args_eliminate : 0.000004s : 0.00% environ_conv : 0.000014s : 0.00% add_recomputation : 0.000074s : 0.00% cse_after_recomputation.cse : 0.000024s : 0.00% auto_monad_reorder : 0.000020s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000011s : 0.00% opt_after_jit_grad : 0.000838s : 0.04% symbol_engine_optimizer.build : 0.000009s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000023s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000068s : 0.00% Time group info: ------[substitution.] 0.000264 23 1.21% : 0.000003s : 2: substitution.elim_not_effective 0.72% : 0.000002s : 2: substitution.fold_const_symbol 2.83% : 0.000007s : 4: substitution.graph_param_transform 82.98% : 0.000219s : 4: substitution.inline 2.20% : 0.000006s : 4: substitution.j_node_and_user_rematch 2.28% : 0.000006s : 4: substitution.remove_not_recompute_node 3.18% : 0.000008s : 2: substitution.replace_old_param 4.61% : 0.000012s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.704610 2 99.81% : 1.701298s : 1: type_inference.infer 0.19% : 0.003313s : 1: type_inference.specialize ------[replace.] 0.000073 5 82.07% : 0.000060s : 4: replace.inline 17.93% : 0.000013s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000227 5 95.01% : 0.000216s : 4: match.inline 4.99% : 0.000011s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000162 801 1.33% : 0.000002s : 12: predicate.accumulaten_eliminater 2.17% : 0.000004s : 4: predicate.ad_related_special_op_eliminate 0.93% : 0.000002s : 12: predicate.addn_check_dump 1.09% : 0.000002s : 12: predicate.addn_zero_filter 2.60% : 0.000004s : 12: predicate.arithmetic_simplify 1.43% : 0.000002s : 12: predicate.cast_eliminate 0.74% : 0.000001s : 4: predicate.check_bprop_eliminate 0.89% : 0.000001s : 12: predicate.compare_switch_simplify 1.11% : 0.000002s : 12: predicate.depend_value_elim 0.94% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.31% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.12% : 0.000002s : 12: predicate.dict_set_item_eliminator 1.04% : 0.000002s : 4: predicate.dumpgradient_eliminate 0.41% : 0.000001s : 4: predicate.elim_not_effective 0.66% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.26% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.14% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.01% : 0.000002s : 12: predicate.environ_get_depend_swap 1.39% : 0.000002s : 12: predicate.environ_get_eliminate 1.17% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.22% : 0.000000s : 4: predicate.fold_const_symbol 1.19% : 0.000002s : 8: predicate.get_grad_eliminate 0.22% : 0.000000s : 4: predicate.graph_param_transform 6.11% : 0.000010s : 25: predicate.inline 1.00% : 0.000002s : 8: predicate.inline_without_move 0.41% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.67% : 0.000003s : 8: predicate.less_batch_normalization 1.51% : 0.000002s : 13: predicate.list_to_tuple_eliminator_ 1.48% : 0.000002s : 17: predicate.load_eliminater 2.57% : 0.000004s : 4: predicate.loop_unroll_after_grad 2.62% : 0.000004s : 28: predicate.loop_unroll_before_grad 2.02% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.10% : 0.000002s : 12: predicate.merge_addn 0.97% : 0.000002s : 12: predicate.minmaximum_grad 2.44% : 0.000004s : 4: predicate.mutable_eliminate 0.56% : 0.000001s : 4: predicate.opt_reshape 1.98% : 0.000003s : 17: predicate.partial_eliminate 1.07% : 0.000002s : 12: predicate.print_const_string_wrapper 1.61% : 0.000003s : 12: predicate.reduce_eliminate 1.22% : 0.000002s : 13: predicate.redundant_stop_gradient_eliminater 0.74% : 0.000001s : 8: predicate.remove_not_recompute_node 1.87% : 0.000003s : 21: predicate.replace_applicator 0.85% : 0.000001s : 8: predicate.replace_old_param 0.39% : 0.000001s : 4: predicate.reset_defer_inline 1.45% : 0.000002s : 12: predicate.reshape_eliminate 1.10% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.98% : 0.000002s : 4: predicate.row_tensor_eliminate 1.15% : 0.000002s : 12: predicate.same_eliminate 0.67% : 0.000001s : 8: predicate.set_cell_output_no_recompute 1.01% : 0.000002s : 8: predicate.special_op_eliminate 0.87% : 0.000001s : 8: predicate.specialize_transform 1.40% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.34% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.49% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.18% : 0.000004s : 17: predicate.switch_defer_inline 1.58% : 0.000003s : 17: predicate.switch_layer_defer_inline 6.84% : 0.000011s : 49: predicate.switch_simplify 1.01% : 0.000002s : 12: predicate.tile_eliminate 1.05% : 0.000002s : 12: predicate.transpose_eliminate 1.53% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.37% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.01% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 2.18% : 0.000004s : 12: predicate.tuple_list_set_item_eliminator 1.24% : 0.000002s : 13: predicate.tuple_to_list_eliminator_ 1.61% : 0.000003s : 17: predicate.updatestate_pure_node_eliminater 2.63% : 0.000004s : 25: predicate.updatestate_useless_node_eliminater 1.60% : 0.000003s : 12: predicate.value_based_eliminate 0.53% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.61% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.003044 18 57.50% : 0.001750s : 12: func_graph_cloner_run.FuncGraphClonerGraph 42.50% : 0.001294s : 6: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.213829 72 0.00% : 0.000079s : 1: add_recomputation 0.00% : 0.000088s : 1: auto_monad 0.00% : 0.000023s : 1: auto_monad_reorder 0.02% : 0.000346s : 1: bootstrap 0.00% : 0.000048s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000046s : 1: cse_after_recomputation 0.00% : 0.000017s : 1: environ_conv 0.00% : 0.000031s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 11.49% : 0.254352s : 1: jit_opt_a 0.02% : 0.000433s : 1: jit_opt_after_cconv 0.00% : 0.000082s : 1: jit_opt_b 0.03% : 0.000758s : 1: loop_unroll 0.04% : 0.000966s : 1: mutable_eliminate 0.05% : 0.001095s : 26: opt.transform.jit_opt_a 0.01% : 0.000266s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000040s : 4: opt.transform.jit_opt_b 0.00% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000079s : 1: opt.transform.mutable_eliminate 0.00% : 0.000044s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000050s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000857s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.03% : 0.000726s : 1: py_interpret_to_execute 0.00% : 0.000024s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000026s : 1: remove_dup_value 11.15% : 0.246761s : 1: renormalize.infer 0.07% : 0.001496s : 1: renormalize.specialize 0.00% : 0.000014s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000049s : 1: rewriter_after_opt_a 0.00% : 0.000102s : 1: rewriter_before_opt_a 0.01% : 0.000112s : 1: symbol_engine_optimizer 77.00% : 1.704744s : 1: type_inference TotalTime = 1.54148, [30] [bootstrap]: 0.0003204 [type_inference]: 1.32134 [event_method]: 0.00077776 [auto_monad]: 0.00024203 [graph_reusing]: 1.632e-05 [pre_auto_parallel]: 4.4e-06 [py_interpret_to_execute]: 7.849e-05 [rewriter_before_opt_a]: 0.0001697 [expand_dump_flag]: 4.47e-06 [jit_opt_a]: 0.214979, [2] [Cycle 1]: 0.210031, [27] [switch_simplify]: 0.00024022 [loop_unroll]: 6.073e-05 [a_1]: 0.198792 [with_stream_mark]: 6.231e-05 [recompute_prepare]: 5.655e-05 [updatestate_depend_eliminate]: 1.088e-05 [updatestate_assign_eliminate]: 7.05002e-06 [updatestate_loads_eliminate]: 7e-06 [parameter_eliminate]: 5.12e-06 [specialize_transform]: 1.723e-05 [updatestate_useless_node_eliminater]: 1.634e-05 [accelerated_algorithm]: 1.683e-05 [meta_shard_fg_expand]: 1.214e-05 [get_grad_eliminate_]: 1.85e-05 [merge_forward]: 1.248e-05 [cell_reuse_recompute_pass]: 1.91e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.864e-05 [j_node_and_user_rematch]: 2.831e-05 [meta_fg_expand]: 0.00244958 [replace_old_param]: 7.74e-05 [inline_without_move]: 6.821e-05 [renormalize]: 0.00757087 [add_forward_monad_depend]: 9.62001e-06 [auto_monad_grad]: 4.00998e-06 [auto_monad_eliminator]: 2.127e-05 [cse]: 3.822e-05 [replace_applicator]: 2.953e-05 [Cycle 2]: 0.0005685, [27] [switch_simplify]: 7.45e-06 [loop_unroll]: 5.59e-06 [a_1]: 6.441e-05 [with_stream_mark]: 1.621e-05 [recompute_prepare]: 4.35999e-06 [updatestate_depend_eliminate]: 3.94002e-06 [updatestate_assign_eliminate]: 2.83e-06 [updatestate_loads_eliminate]: 2.37001e-06 [parameter_eliminate]: 2.04e-06 [specialize_transform]: 6.33e-06 [updatestate_useless_node_eliminater]: 4.15e-06 [accelerated_algorithm]: 4.58001e-06 [meta_shard_fg_expand]: 2.34001e-06 [get_grad_eliminate_]: 4.88001e-06 [merge_forward]: 4.50001e-06 [cell_reuse_recompute_pass]: 4.16001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.942e-05 [j_node_and_user_rematch]: 7.93999e-06 [meta_fg_expand]: 0.00019036 [replace_old_param]: 7.05998e-06 [inline_without_move]: 4.17003e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.63e-06 [auto_monad_grad]: 1.72001e-06 [auto_monad_eliminator]: 6.84999e-06 [cse]: 1.725e-05 [replace_applicator]: 5.58002e-06 [py_interpret_to_execute_after_opt_a]: 1.942e-05 [rewriter_after_opt_a]: 0.00045367 [convert_after_rewriter]: 1.371e-05 [order_py_execute_after_rewriter]: 6.00002e-06 [mutable_eliminate]: 0.00085435 [jit_opt_b]: 5.744e-05, [1] [Cycle 1]: 4.711e-05, [2] [frontend_op_eliminate]: 1.544e-05 [inline_after_opt_a]: 1.758e-05 [cconv]: 4.098e-05 [loop_unroll]: 0.00050516 [jit_opt_after_cconv]: 0.00018239, [1] [Cycle 1]: 0.00017375, [11] [c_1]: 1.707e-05 [parameter_eliminate]: 4.92e-06 [updatestate_depend_eliminate]: 1.008e-05 [updatestate_assign_eliminate]: 2.81999e-06 [updatestate_loads_eliminate]: 2.55002e-06 [cse]: 4.087e-05 [call_graph_tuple_transform]: 2.169e-05 [tuple_list_get_item_eliminator]: 5.36998e-06 [none_parameter_eliminate]: 1.67999e-06 [renormalize]: 1.70025e-07 [switch_simplify]: 5.61e-06 [remove_dup_value]: 1.808e-05 [partial_unused_args_eliminate]: 2.64001e-06 [environ_conv]: 7.35e-06 [add_recomputation]: 5.017e-05 [cse_after_recomputation]: 2.575e-05, [1] [Cycle 1]: 1.897e-05, [1] [cse]: 1.028e-05 [auto_monad_reorder]: 1.638e-05 [get_jit_bprop_graph]: 2.64001e-06 [rewriter_after_jit_bprop_graph]: 8.08001e-06 [opt_after_jit_grad]: 0.00077295 [symbol_engine_optimizer]: 9.063e-05, [1] [Cycle 1]: 8.12e-05, [6] [build]: 7.61001e-06 [elim_shapecalc]: 9.16002e-06 [elim_not_effective]: 1.664e-05 [opt_reshape]: 5.81003e-06 [fold_const_symbol]: 8.50999e-06 [renormalize]: 4.09986e-07 [validate]: 4.525e-05 Sums bootstrap : 0.000320s : 0.02% type_inference : 1.321341s : 86.02% event_method : 0.000778s : 0.05% auto_monad : 0.000242s : 0.02% graph_reusing : 0.000016s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000078s : 0.01% rewriter_before_opt_a : 0.000170s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000248s : 0.02% jit_opt_a.loop_unroll : 0.000066s : 0.00% jit_opt_a.a_1 : 0.198856s : 12.95% jit_opt_a.with_stream_mark : 0.000079s : 0.01% jit_opt_a.recompute_prepare : 0.000061s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000007s : 0.00% jit_opt_a.specialize_transform : 0.000024s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000020s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000014s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000023s : 0.00% jit_opt_a.merge_forward : 0.000017s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000058s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000036s : 0.00% jit_opt_a.meta_fg_expand : 0.002640s : 0.17% jit_opt_a.replace_old_param : 0.000084s : 0.01% jit_opt_a.inline_without_move : 0.000072s : 0.00% jit_opt_a.renormalize : 0.007571s : 0.49% jit_opt_a.add_forward_monad_depend : 0.000012s : 0.00% jit_opt_a.auto_monad_grad : 0.000006s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000028s : 0.00% jit_opt_a.cse : 0.000055s : 0.00% jit_opt_a.replace_applicator : 0.000035s : 0.00% py_interpret_to_execute_after_opt_a : 0.000019s : 0.00% rewriter_after_opt_a : 0.000454s : 0.03% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000854s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000015s : 0.00% jit_opt_b.inline_after_opt_a : 0.000018s : 0.00% cconv : 0.000041s : 0.00% loop_unroll : 0.000505s : 0.03% jit_opt_after_cconv.c_1 : 0.000017s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000041s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000022s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000006s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000007s : 0.00% add_recomputation : 0.000050s : 0.00% cse_after_recomputation.cse : 0.000010s : 0.00% auto_monad_reorder : 0.000016s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000773s : 0.05% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000009s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000017s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000009s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000045s : 0.00% Time group info: ------[substitution.] 0.000563 65 0.48% : 0.000003s : 1: substitution.elim_not_effective 0.27% : 0.000002s : 1: substitution.fold_const_symbol 0.93% : 0.000005s : 1: substitution.graph_param_transform 75.47% : 0.000425s : 13: substitution.inline 4.65% : 0.000026s : 2: substitution.inline_without_move 1.77% : 0.000010s : 9: substitution.j_node_and_user_rematch 0.75% : 0.000004s : 2: substitution.minmaximum_grad 1.72% : 0.000010s : 9: substitution.partial_eliminate 1.61% : 0.000009s : 9: substitution.remove_not_recompute_node 0.63% : 0.000004s : 1: substitution.replace_applicator 1.11% : 0.000006s : 6: substitution.replace_old_param 1.55% : 0.000009s : 1: substitution.set_cell_output_no_recompute 3.02% : 0.000017s : 3: substitution.switch_simplify 1.80% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 1.15% : 0.000006s : 2: substitution.tuple_list_get_item_depend_reorder 3.09% : 0.000017s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.321188 2 99.57% : 1.315533s : 1: type_inference.infer 0.43% : 0.005655s : 1: type_inference.specialize ------[replace.] 0.000221 17 57.07% : 0.000126s : 13: replace.inline 37.53% : 0.000083s : 3: replace.switch_simplify 5.40% : 0.000012s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000434 17 95.78% : 0.000415s : 13: match.inline 3.32% : 0.000014s : 3: match.switch_simplify 0.90% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000277 1539 1.37% : 0.000004s : 26: predicate.accumulaten_eliminater 0.70% : 0.000002s : 1: predicate.ad_related_special_op_eliminate 1.26% : 0.000003s : 26: predicate.addn_check_dump 1.25% : 0.000003s : 26: predicate.addn_zero_filter 1.80% : 0.000005s : 26: predicate.arithmetic_simplify 1.30% : 0.000004s : 26: predicate.cast_eliminate 0.14% : 0.000000s : 1: predicate.check_bprop_eliminate 1.18% : 0.000003s : 26: predicate.compare_switch_simplify 1.18% : 0.000003s : 26: predicate.depend_value_elim 1.27% : 0.000004s : 26: predicate.dict_get_item_const_eliminator 1.39% : 0.000004s : 26: predicate.dict_get_item_eliminator 1.36% : 0.000004s : 26: predicate.dict_set_item_eliminator 0.53% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.17% : 0.000000s : 1: predicate.elim_not_effective 0.20% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.32% : 0.000004s : 26: predicate.environ_add_const_eliminate 1.33% : 0.000004s : 26: predicate.environ_get_add_eliminate 1.24% : 0.000003s : 26: predicate.environ_get_depend_swap 1.35% : 0.000004s : 26: predicate.environ_get_eliminate 1.17% : 0.000003s : 26: predicate.environ_get_set_eliminate 0.05% : 0.000000s : 1: predicate.fold_const_symbol 1.19% : 0.000003s : 13: predicate.get_grad_eliminate 0.14% : 0.000000s : 1: predicate.graph_param_transform 4.43% : 0.000012s : 42: predicate.inline 2.61% : 0.000007s : 35: predicate.inline_without_move 0.35% : 0.000001s : 13: predicate.j_node_and_user_rematch 1.57% : 0.000004s : 13: predicate.less_batch_normalization 1.68% : 0.000005s : 27: predicate.list_to_tuple_eliminator_ 1.45% : 0.000004s : 28: predicate.load_eliminater 0.60% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.88% : 0.000011s : 67: predicate.loop_unroll_before_grad 1.73% : 0.000005s : 27: predicate.make_slice_get_slice_eliminator 1.26% : 0.000004s : 26: predicate.merge_addn 1.50% : 0.000004s : 26: predicate.minmaximum_grad 1.03% : 0.000003s : 1: predicate.mutable_eliminate 0.27% : 0.000001s : 1: predicate.opt_reshape 1.81% : 0.000005s : 28: predicate.partial_eliminate 2.70% : 0.000007s : 26: predicate.print_const_string_wrapper 1.74% : 0.000005s : 26: predicate.reduce_eliminate 1.36% : 0.000004s : 27: predicate.redundant_stop_gradient_eliminater 0.59% : 0.000002s : 13: predicate.remove_not_recompute_node 1.59% : 0.000004s : 29: predicate.replace_applicator 1.44% : 0.000004s : 35: predicate.replace_old_param 0.20% : 0.000001s : 1: predicate.reset_defer_inline 1.40% : 0.000004s : 26: predicate.reshape_eliminate 1.24% : 0.000003s : 26: predicate.row_tensor_add_zeros_like 0.26% : 0.000001s : 1: predicate.row_tensor_eliminate 1.21% : 0.000003s : 26: predicate.same_eliminate 0.92% : 0.000003s : 13: predicate.set_cell_output_no_recompute 0.32% : 0.000001s : 2: predicate.special_op_eliminate 1.09% : 0.000003s : 13: predicate.specialize_transform 1.50% : 0.000004s : 26: predicate.split_environ_get_set_with_tuple_value 1.68% : 0.000005s : 26: predicate.stack_unstack_eliminate 0.09% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.64% : 0.000007s : 40: predicate.switch_defer_inline 2.35% : 0.000007s : 40: predicate.switch_layer_defer_inline 7.36% : 0.000020s : 114: predicate.switch_simplify 1.52% : 0.000004s : 26: predicate.tile_eliminate 1.85% : 0.000005s : 26: predicate.transpose_eliminate 1.66% : 0.000005s : 26: predicate.tuple_list_convert_item_index_to_positive 1.59% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.11% : 0.000009s : 29: predicate.tuple_list_get_item_eliminator 1.95% : 0.000005s : 26: predicate.tuple_list_set_item_eliminator 1.49% : 0.000004s : 27: predicate.tuple_to_list_eliminator_ 1.42% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.66% : 0.000007s : 41: predicate.updatestate_useless_node_eliminater 3.69% : 0.000010s : 26: predicate.value_based_eliminate 0.10% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.21% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004377 37 83.27% : 0.003645s : 21: func_graph_cloner_run.FuncGraphClonerGraph 16.73% : 0.000732s : 16: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.748648 72 0.00% : 0.000053s : 1: add_recomputation 0.02% : 0.000357s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.02% : 0.000351s : 1: bootstrap 0.00% : 0.000044s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.00% : 0.000028s : 1: cse_after_recomputation 0.00% : 0.000010s : 1: environ_conv 0.05% : 0.000791s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000023s : 1: graph_reusing 12.29% : 0.214985s : 1: jit_opt_a 0.01% : 0.000186s : 1: jit_opt_after_cconv 0.00% : 0.000061s : 1: jit_opt_b 0.03% : 0.000516s : 1: loop_unroll 0.05% : 0.000865s : 1: mutable_eliminate 11.41% : 0.199550s : 26: opt.transform.jit_opt_a 0.00% : 0.000044s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000023s : 4: opt.transform.jit_opt_b 0.00% : 0.000012s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000020s : 1: opt.transform.mutable_eliminate 0.00% : 0.000049s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000035s : 4: opt.transform.symbol_engine_opt 0.05% : 0.000787s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.00% : 0.000082s : 1: py_interpret_to_execute 0.00% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000021s : 1: remove_dup_value 0.38% : 0.006581s : 1: renormalize.infer 0.06% : 0.000974s : 1: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000463s : 1: rewriter_after_opt_a 0.01% : 0.000174s : 1: rewriter_before_opt_a 0.01% : 0.000094s : 1: symbol_engine_optimizer 75.57% : 1.321366s : 1: type_inference TotalTime = 1.53866, [30] [bootstrap]: 0.00035389 [type_inference]: 1.31061 [event_method]: 2.258e-05 [auto_monad]: 7.82e-05 [graph_reusing]: 6.68e-06 [pre_auto_parallel]: 2.56e-06 [py_interpret_to_execute]: 0.00060543 [rewriter_before_opt_a]: 9.067e-05 [expand_dump_flag]: 3.54002e-06 [jit_opt_a]: 0.224227, [2] [Cycle 1]: 0.219686, [27] [switch_simplify]: 6.529e-05 [loop_unroll]: 2.687e-05 [a_1]: 0.00063871 [with_stream_mark]: 4.87e-05 [recompute_prepare]: 1.832e-05 [updatestate_depend_eliminate]: 6.07001e-06 [updatestate_assign_eliminate]: 3.65998e-06 [updatestate_loads_eliminate]: 3.48e-06 [parameter_eliminate]: 2.32999e-06 [specialize_transform]: 9.60001e-06 [updatestate_useless_node_eliminater]: 7.45e-06 [accelerated_algorithm]: 8.81002e-06 [meta_shard_fg_expand]: 3.38e-06 [get_grad_eliminate_]: 7.85e-06 [merge_forward]: 4.89e-06 [cell_reuse_recompute_pass]: 2.17001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.098e-05 [j_node_and_user_rematch]: 1.229e-05 [meta_fg_expand]: 4.07003e-06 [replace_old_param]: 1.504e-05 [inline_without_move]: 8.42e-06 [renormalize]: 0.218399 [add_forward_monad_depend]: 9.14e-06 [auto_monad_grad]: 2.47001e-06 [auto_monad_eliminator]: 2.407e-05 [cse]: 3.804e-05 [replace_applicator]: 2.805e-05 [Cycle 2]: 0.00041992, [27] [switch_simplify]: 8.35999e-06 [loop_unroll]: 7.63999e-06 [a_1]: 0.000138 [with_stream_mark]: 1.622e-05 [recompute_prepare]: 6.39999e-06 [updatestate_depend_eliminate]: 3.68999e-06 [updatestate_assign_eliminate]: 3.03e-06 [updatestate_loads_eliminate]: 2.92002e-06 [parameter_eliminate]: 1.93997e-06 [specialize_transform]: 6.71999e-06 [updatestate_useless_node_eliminater]: 6.14001e-06 [accelerated_algorithm]: 6.49001e-06 [meta_shard_fg_expand]: 2.36998e-06 [get_grad_eliminate_]: 5.81e-06 [merge_forward]: 3.91001e-06 [cell_reuse_recompute_pass]: 3.56001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.946e-05 [j_node_and_user_rematch]: 1.013e-05 [meta_fg_expand]: 2.73e-06 [replace_old_param]: 1.071e-05 [inline_without_move]: 6.42001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.27e-06 [auto_monad_grad]: 8.59989e-07 [auto_monad_eliminator]: 6.39999e-06 [cse]: 1.41e-05 [replace_applicator]: 6.44001e-06 [py_interpret_to_execute_after_opt_a]: 1.848e-05 [rewriter_after_opt_a]: 3.92e-05 [convert_after_rewriter]: 6.76e-06 [order_py_execute_after_rewriter]: 5.30999e-06 [mutable_eliminate]: 0.00088757 [jit_opt_b]: 6.21e-05, [1] [Cycle 1]: 5.322e-05, [2] [frontend_op_eliminate]: 2.056e-05 [inline_after_opt_a]: 2.035e-05 [cconv]: 2.719e-05 [loop_unroll]: 0.00044734 [jit_opt_after_cconv]: 0.0001888, [1] [Cycle 1]: 0.00018148, [11] [c_1]: 2.848e-05 [parameter_eliminate]: 2.89001e-06 [updatestate_depend_eliminate]: 6.33998e-06 [updatestate_assign_eliminate]: 2.63998e-06 [updatestate_loads_eliminate]: 2.19999e-06 [cse]: 2.355e-05 [call_graph_tuple_transform]: 2.265e-05 [tuple_list_get_item_eliminator]: 7.23999e-06 [none_parameter_eliminate]: 1.44998e-06 [renormalize]: 4.99975e-07 [switch_simplify]: 2.955e-05 [remove_dup_value]: 1.781e-05 [partial_unused_args_eliminate]: 2.27001e-06 [environ_conv]: 9.47001e-06 [add_recomputation]: 5.267e-05 [cse_after_recomputation]: 2.717e-05, [1] [Cycle 1]: 2.079e-05, [1] [cse]: 1.439e-05 [auto_monad_reorder]: 1.674e-05 [get_jit_bprop_graph]: 2.11e-06 [rewriter_after_jit_bprop_graph]: 5.31002e-06 [opt_after_jit_grad]: 0.00047888 [symbol_engine_optimizer]: 8.472e-05, [1] [Cycle 1]: 7.752e-05, [6] [build]: 5.06997e-06 [elim_shapecalc]: 9.86e-06 [elim_not_effective]: 1.449e-05 [opt_reshape]: 7.18e-06 [fold_const_symbol]: 1.058e-05 [renormalize]: 3.9002e-07 [validate]: 4.893e-05 Sums bootstrap : 0.000354s : 0.02% type_inference : 1.310615s : 85.45% event_method : 0.000023s : 0.00% auto_monad : 0.000078s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000605s : 0.04% rewriter_before_opt_a : 0.000091s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000074s : 0.00% jit_opt_a.loop_unroll : 0.000035s : 0.00% jit_opt_a.a_1 : 0.000777s : 0.05% jit_opt_a.with_stream_mark : 0.000065s : 0.00% jit_opt_a.recompute_prepare : 0.000025s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000016s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000014s : 0.00% jit_opt_a.accelerated_algorithm : 0.000015s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000014s : 0.00% jit_opt_a.merge_forward : 0.000009s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000040s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000022s : 0.00% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.00% jit_opt_a.inline_without_move : 0.000015s : 0.00% jit_opt_a.renormalize : 0.218399s : 14.24% jit_opt_a.add_forward_monad_depend : 0.000010s : 0.00% jit_opt_a.auto_monad_grad : 0.000003s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000030s : 0.00% jit_opt_a.cse : 0.000052s : 0.00% jit_opt_a.replace_applicator : 0.000034s : 0.00% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000039s : 0.00% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000888s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000021s : 0.00% jit_opt_b.inline_after_opt_a : 0.000020s : 0.00% cconv : 0.000027s : 0.00% loop_unroll : 0.000447s : 0.03% jit_opt_after_cconv.c_1 : 0.000028s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000024s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000023s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000030s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000053s : 0.00% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000017s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000005s : 0.00% opt_after_jit_grad : 0.000479s : 0.03% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000014s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000007s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000049s : 0.00% Time group info: ------[substitution.] 0.000245 23 0.86% : 0.000002s : 2: substitution.elim_not_effective 0.54% : 0.000001s : 2: substitution.fold_const_symbol 2.58% : 0.000006s : 4: substitution.graph_param_transform 84.39% : 0.000207s : 4: substitution.inline 1.81% : 0.000004s : 4: substitution.j_node_and_user_rematch 2.50% : 0.000006s : 4: substitution.remove_not_recompute_node 2.96% : 0.000007s : 2: substitution.replace_old_param 4.37% : 0.000011s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.310517 2 99.75% : 1.307276s : 1: type_inference.infer 0.25% : 0.003241s : 1: type_inference.specialize ------[replace.] 0.000066 5 80.80% : 0.000053s : 4: replace.inline 19.20% : 0.000013s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000214 5 95.40% : 0.000204s : 4: match.inline 4.60% : 0.000010s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000145 801 1.46% : 0.000002s : 12: predicate.accumulaten_eliminater 0.92% : 0.000001s : 4: predicate.ad_related_special_op_eliminate 1.04% : 0.000002s : 12: predicate.addn_check_dump 1.20% : 0.000002s : 12: predicate.addn_zero_filter 2.17% : 0.000003s : 12: predicate.arithmetic_simplify 1.92% : 0.000003s : 12: predicate.cast_eliminate 0.49% : 0.000001s : 4: predicate.check_bprop_eliminate 0.95% : 0.000001s : 12: predicate.compare_switch_simplify 1.18% : 0.000002s : 12: predicate.depend_value_elim 1.02% : 0.000001s : 12: predicate.dict_get_item_const_eliminator 1.18% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.13% : 0.000002s : 12: predicate.dict_set_item_eliminator 0.89% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.36% : 0.000001s : 4: predicate.elim_not_effective 0.84% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.47% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.24% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.14% : 0.000002s : 12: predicate.environ_get_depend_swap 1.47% : 0.000002s : 12: predicate.environ_get_eliminate 1.07% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.26% : 0.000000s : 4: predicate.fold_const_symbol 1.02% : 0.000001s : 8: predicate.get_grad_eliminate 0.35% : 0.000001s : 4: predicate.graph_param_transform 5.47% : 0.000008s : 25: predicate.inline 0.99% : 0.000001s : 8: predicate.inline_without_move 0.43% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.11% : 0.000002s : 8: predicate.less_batch_normalization 1.64% : 0.000002s : 13: predicate.list_to_tuple_eliminator_ 1.52% : 0.000002s : 17: predicate.load_eliminater 1.45% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.20% : 0.000005s : 28: predicate.loop_unroll_before_grad 1.90% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.01% : 0.000001s : 12: predicate.merge_addn 1.55% : 0.000002s : 12: predicate.minmaximum_grad 1.49% : 0.000002s : 4: predicate.mutable_eliminate 0.42% : 0.000001s : 4: predicate.opt_reshape 1.94% : 0.000003s : 17: predicate.partial_eliminate 1.25% : 0.000002s : 12: predicate.print_const_string_wrapper 2.01% : 0.000003s : 12: predicate.reduce_eliminate 1.36% : 0.000002s : 13: predicate.redundant_stop_gradient_eliminater 0.74% : 0.000001s : 8: predicate.remove_not_recompute_node 2.10% : 0.000003s : 21: predicate.replace_applicator 0.89% : 0.000001s : 8: predicate.replace_old_param 0.43% : 0.000001s : 4: predicate.reset_defer_inline 1.32% : 0.000002s : 12: predicate.reshape_eliminate 1.29% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.72% : 0.000001s : 4: predicate.row_tensor_eliminate 1.13% : 0.000002s : 12: predicate.same_eliminate 0.61% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.85% : 0.000001s : 8: predicate.special_op_eliminate 1.14% : 0.000002s : 8: predicate.specialize_transform 1.35% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.15% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.46% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.72% : 0.000004s : 17: predicate.switch_defer_inline 1.81% : 0.000003s : 17: predicate.switch_layer_defer_inline 6.66% : 0.000010s : 49: predicate.switch_simplify 1.40% : 0.000002s : 12: predicate.tile_eliminate 1.27% : 0.000002s : 12: predicate.transpose_eliminate 2.14% : 0.000003s : 12: predicate.tuple_list_convert_item_index_to_positive 1.62% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.23% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.74% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.63% : 0.000002s : 13: predicate.tuple_to_list_eliminator_ 1.51% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.00% : 0.000004s : 25: predicate.updatestate_useless_node_eliminater 1.54% : 0.000002s : 12: predicate.value_based_eliminate 0.35% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.73% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002998 18 58.27% : 0.001747s : 12: func_graph_cloner_run.FuncGraphClonerGraph 41.73% : 0.001251s : 6: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.758198 72 0.00% : 0.000056s : 1: add_recomputation 0.00% : 0.000082s : 1: auto_monad 0.00% : 0.000019s : 1: auto_monad_reorder 0.02% : 0.000380s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000009s : 1: convert_after_rewriter 0.00% : 0.000030s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.00% : 0.000029s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 12.75% : 0.224230s : 1: jit_opt_a 0.01% : 0.000192s : 1: jit_opt_after_cconv 0.00% : 0.000065s : 1: jit_opt_b 0.03% : 0.000456s : 1: loop_unroll 0.05% : 0.000898s : 1: mutable_eliminate 0.06% : 0.001065s : 26: opt.transform.jit_opt_a 0.00% : 0.000083s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000033s : 4: opt.transform.jit_opt_b 0.00% : 0.000014s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000016s : 1: opt.transform.mutable_eliminate 0.00% : 0.000026s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000039s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000488s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.03% : 0.000613s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000021s : 1: remove_dup_value 12.34% : 0.216992s : 1: renormalize.infer 0.08% : 0.001386s : 1: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000043s : 1: rewriter_after_opt_a 0.01% : 0.000097s : 1: rewriter_before_opt_a 0.00% : 0.000087s : 1: symbol_engine_optimizer 74.54% : 1.310642s : 1: type_inference TotalTime = 2.01421, [30] [bootstrap]: 0.00031592 [type_inference]: 1.8021 [event_method]: 0.00068951 [auto_monad]: 0.00017985 [graph_reusing]: 1.065e-05 [pre_auto_parallel]: 3.65998e-06 [py_interpret_to_execute]: 0.00042643 [rewriter_before_opt_a]: 0.00016184 [expand_dump_flag]: 4.12e-06 [jit_opt_a]: 0.205786, [2] [Cycle 1]: 0.0118592, [27] [switch_simplify]: 0.00023533 [loop_unroll]: 5.904e-05 [a_1]: 0.00139235 [with_stream_mark]: 3.837e-05 [recompute_prepare]: 2.189e-05 [updatestate_depend_eliminate]: 9.71998e-06 [updatestate_assign_eliminate]: 7.03e-06 [updatestate_loads_eliminate]: 6.32001e-06 [parameter_eliminate]: 3.35998e-06 [specialize_transform]: 1.571e-05 [updatestate_useless_node_eliminater]: 1.407e-05 [accelerated_algorithm]: 1.529e-05 [meta_shard_fg_expand]: 4.52998e-06 [get_grad_eliminate_]: 1.593e-05 [merge_forward]: 9.15999e-06 [cell_reuse_recompute_pass]: 1.25001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.015e-05 [j_node_and_user_rematch]: 2.56e-05 [meta_fg_expand]: 0.00201811 [replace_old_param]: 6.068e-05 [inline_without_move]: 6.106e-05 [renormalize]: 0.00747825 [add_forward_monad_depend]: 7.14001e-06 [auto_monad_grad]: 2.79001e-06 [auto_monad_eliminator]: 1.428e-05 [cse]: 2.919e-05 [replace_applicator]: 2.251e-05 [Cycle 2]: 0.00044095, [27] [switch_simplify]: 5.90002e-06 [loop_unroll]: 4.84e-06 [a_1]: 5.524e-05 [with_stream_mark]: 1.302e-05 [recompute_prepare]: 4.70001e-06 [updatestate_depend_eliminate]: 3.21001e-06 [updatestate_assign_eliminate]: 2.71999e-06 [updatestate_loads_eliminate]: 2.17001e-06 [parameter_eliminate]: 1.72001e-06 [specialize_transform]: 4.12e-06 [updatestate_useless_node_eliminater]: 3.36001e-06 [accelerated_algorithm]: 4.18999e-06 [meta_shard_fg_expand]: 2.34999e-06 [get_grad_eliminate_]: 3.18998e-06 [merge_forward]: 3.53999e-06 [cell_reuse_recompute_pass]: 2.84999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.585e-05 [j_node_and_user_rematch]: 7.33999e-06 [meta_fg_expand]: 0.00014205 [replace_old_param]: 6.11998e-06 [inline_without_move]: 4.50001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.01e-06 [auto_monad_grad]: 1.02e-06 [auto_monad_eliminator]: 5.62001e-06 [cse]: 1.274e-05 [replace_applicator]: 4.35e-06 [py_interpret_to_execute_after_opt_a]: 1.18e-05 [rewriter_after_opt_a]: 0.00179154 [convert_after_rewriter]: 1.265e-05 [order_py_execute_after_rewriter]: 4.75999e-06 [mutable_eliminate]: 0.00073739 [jit_opt_b]: 5.07e-05, [1] [Cycle 1]: 4.186e-05, [2] [frontend_op_eliminate]: 1.34e-05 [inline_after_opt_a]: 1.443e-05 [cconv]: 2.755e-05 [loop_unroll]: 0.00055488 [jit_opt_after_cconv]: 0.00013864, [1] [Cycle 1]: 0.0001301, [11] [c_1]: 1.532e-05 [parameter_eliminate]: 3.13e-06 [updatestate_depend_eliminate]: 5.87999e-06 [updatestate_assign_eliminate]: 2.14e-06 [updatestate_loads_eliminate]: 1.56998e-06 [cse]: 2.093e-05 [call_graph_tuple_transform]: 1.66e-05 [tuple_list_get_item_eliminator]: 4.57e-06 [none_parameter_eliminate]: 1.62999e-06 [renormalize]: 7.00005e-07 [switch_simplify]: 4.39002e-06 [remove_dup_value]: 1.58e-05 [partial_unused_args_eliminate]: 2.65002e-06 [environ_conv]: 5.34e-06 [add_recomputation]: 4.194e-05 [cse_after_recomputation]: 2.207e-05, [1] [Cycle 1]: 1.591e-05, [1] [cse]: 9.08002e-06 [auto_monad_reorder]: 1.384e-05 [get_jit_bprop_graph]: 2.22001e-06 [rewriter_after_jit_bprop_graph]: 0.00025483 [opt_after_jit_grad]: 0.00048243 [symbol_engine_optimizer]: 7.134e-05, [1] [Cycle 1]: 6.413e-05, [6] [build]: 4e-06 [elim_shapecalc]: 6.79999e-06 [elim_not_effective]: 1.12e-05 [opt_reshape]: 4.56002e-06 [fold_const_symbol]: 7.18998e-06 [renormalize]: 4.90021e-07 [validate]: 3.345e-05 Sums bootstrap : 0.000316s : 0.02% type_inference : 1.802101s : 99.02% event_method : 0.000690s : 0.04% auto_monad : 0.000180s : 0.01% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000426s : 0.02% rewriter_before_opt_a : 0.000162s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000241s : 0.01% jit_opt_a.loop_unroll : 0.000064s : 0.00% jit_opt_a.a_1 : 0.001448s : 0.08% jit_opt_a.with_stream_mark : 0.000051s : 0.00% jit_opt_a.recompute_prepare : 0.000027s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000008s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000020s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000017s : 0.00% jit_opt_a.accelerated_algorithm : 0.000019s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000019s : 0.00% jit_opt_a.merge_forward : 0.000013s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000046s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000033s : 0.00% jit_opt_a.meta_fg_expand : 0.002160s : 0.12% jit_opt_a.replace_old_param : 0.000067s : 0.00% jit_opt_a.inline_without_move : 0.000066s : 0.00% jit_opt_a.renormalize : 0.007478s : 0.41% jit_opt_a.add_forward_monad_depend : 0.000009s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000020s : 0.00% jit_opt_a.cse : 0.000042s : 0.00% jit_opt_a.replace_applicator : 0.000027s : 0.00% py_interpret_to_execute_after_opt_a : 0.000012s : 0.00% rewriter_after_opt_a : 0.001792s : 0.10% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000737s : 0.04% jit_opt_b.frontend_op_eliminate : 0.000013s : 0.00% jit_opt_b.inline_after_opt_a : 0.000014s : 0.00% cconv : 0.000028s : 0.00% loop_unroll : 0.000555s : 0.03% jit_opt_after_cconv.c_1 : 0.000015s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000021s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000017s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000004s : 0.00% remove_dup_value : 0.000016s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000005s : 0.00% add_recomputation : 0.000042s : 0.00% cse_after_recomputation.cse : 0.000009s : 0.00% auto_monad_reorder : 0.000014s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000255s : 0.01% opt_after_jit_grad : 0.000482s : 0.03% symbol_engine_optimizer.build : 0.000004s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000007s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000011s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000005s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000007s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000033s : 0.00% Time group info: ------[substitution.] 0.000452 65 0.39% : 0.000002s : 1: substitution.elim_not_effective 0.26% : 0.000001s : 1: substitution.fold_const_symbol 1.01% : 0.000005s : 1: substitution.graph_param_transform 74.42% : 0.000336s : 13: substitution.inline 4.56% : 0.000021s : 2: substitution.inline_without_move 1.83% : 0.000008s : 9: substitution.j_node_and_user_rematch 0.97% : 0.000004s : 2: substitution.minmaximum_grad 1.85% : 0.000008s : 9: substitution.partial_eliminate 1.74% : 0.000008s : 9: substitution.remove_not_recompute_node 0.63% : 0.000003s : 1: substitution.replace_applicator 1.09% : 0.000005s : 6: substitution.replace_old_param 0.66% : 0.000003s : 1: substitution.set_cell_output_no_recompute 3.57% : 0.000016s : 3: substitution.switch_simplify 2.25% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 1.45% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 3.35% : 0.000015s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.801969 2 99.48% : 1.792629s : 1: type_inference.infer 0.52% : 0.009340s : 1: type_inference.specialize ------[replace.] 0.000193 17 52.99% : 0.000102s : 13: replace.inline 42.53% : 0.000082s : 3: replace.switch_simplify 4.48% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000347 17 95.03% : 0.000330s : 13: match.inline 4.03% : 0.000014s : 3: match.switch_simplify 0.94% : 0.000003s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000248 1539 1.35% : 0.000003s : 26: predicate.accumulaten_eliminater 0.49% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.37% : 0.000003s : 26: predicate.addn_check_dump 1.33% : 0.000003s : 26: predicate.addn_zero_filter 1.98% : 0.000005s : 26: predicate.arithmetic_simplify 1.52% : 0.000004s : 26: predicate.cast_eliminate 0.10% : 0.000000s : 1: predicate.check_bprop_eliminate 1.31% : 0.000003s : 26: predicate.compare_switch_simplify 1.35% : 0.000003s : 26: predicate.depend_value_elim 1.39% : 0.000003s : 26: predicate.dict_get_item_const_eliminator 1.59% : 0.000004s : 26: predicate.dict_get_item_eliminator 1.54% : 0.000004s : 26: predicate.dict_set_item_eliminator 0.37% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.10% : 0.000000s : 1: predicate.elim_not_effective 0.19% : 0.000000s : 1: predicate.elim_shapecalc_of_broadcastargs 1.44% : 0.000004s : 26: predicate.environ_add_const_eliminate 1.31% : 0.000003s : 26: predicate.environ_get_add_eliminate 1.52% : 0.000004s : 26: predicate.environ_get_depend_swap 1.51% : 0.000004s : 26: predicate.environ_get_eliminate 1.43% : 0.000004s : 26: predicate.environ_get_set_eliminate 0.05% : 0.000000s : 1: predicate.fold_const_symbol 0.91% : 0.000002s : 13: predicate.get_grad_eliminate 0.06% : 0.000000s : 1: predicate.graph_param_transform 4.71% : 0.000012s : 42: predicate.inline 2.50% : 0.000006s : 35: predicate.inline_without_move 0.38% : 0.000001s : 13: predicate.j_node_and_user_rematch 1.33% : 0.000003s : 13: predicate.less_batch_normalization 1.57% : 0.000004s : 27: predicate.list_to_tuple_eliminator_ 1.55% : 0.000004s : 28: predicate.load_eliminater 0.69% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.88% : 0.000010s : 67: predicate.loop_unroll_before_grad 1.71% : 0.000004s : 27: predicate.make_slice_get_slice_eliminator 1.30% : 0.000003s : 26: predicate.merge_addn 1.33% : 0.000003s : 26: predicate.minmaximum_grad 0.77% : 0.000002s : 1: predicate.mutable_eliminate 0.11% : 0.000000s : 1: predicate.opt_reshape 2.11% : 0.000005s : 28: predicate.partial_eliminate 1.47% : 0.000004s : 26: predicate.print_const_string_wrapper 1.80% : 0.000004s : 26: predicate.reduce_eliminate 1.41% : 0.000004s : 27: predicate.redundant_stop_gradient_eliminater 0.62% : 0.000002s : 13: predicate.remove_not_recompute_node 1.61% : 0.000004s : 29: predicate.replace_applicator 1.42% : 0.000004s : 35: predicate.replace_old_param 0.13% : 0.000000s : 1: predicate.reset_defer_inline 1.63% : 0.000004s : 26: predicate.reshape_eliminate 1.39% : 0.000003s : 26: predicate.row_tensor_add_zeros_like 0.34% : 0.000001s : 1: predicate.row_tensor_eliminate 1.36% : 0.000003s : 26: predicate.same_eliminate 0.48% : 0.000001s : 13: predicate.set_cell_output_no_recompute 0.33% : 0.000001s : 2: predicate.special_op_eliminate 0.91% : 0.000002s : 13: predicate.specialize_transform 1.54% : 0.000004s : 26: predicate.split_environ_get_set_with_tuple_value 1.53% : 0.000004s : 26: predicate.stack_unstack_eliminate 0.11% : 0.000000s : 1: predicate.switch_call_monad_eliminater 2.85% : 0.000007s : 40: predicate.switch_defer_inline 2.59% : 0.000006s : 40: predicate.switch_layer_defer_inline 8.22% : 0.000020s : 114: predicate.switch_simplify 1.65% : 0.000004s : 26: predicate.tile_eliminate 1.67% : 0.000004s : 26: predicate.transpose_eliminate 1.81% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.72% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.21% : 0.000008s : 29: predicate.tuple_list_get_item_eliminator 2.17% : 0.000005s : 26: predicate.tuple_list_set_item_eliminator 1.44% : 0.000004s : 27: predicate.tuple_to_list_eliminator_ 1.58% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.77% : 0.000007s : 41: predicate.updatestate_useless_node_eliminater 1.79% : 0.000004s : 26: predicate.value_based_eliminate 0.07% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.21% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005687 37 60.41% : 0.003435s : 21: func_graph_cloner_run.FuncGraphClonerGraph 39.59% : 0.002251s : 16: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.023746 72 0.00% : 0.000045s : 1: add_recomputation 0.01% : 0.000189s : 1: auto_monad 0.00% : 0.000016s : 1: auto_monad_reorder 0.02% : 0.000349s : 1: bootstrap 0.00% : 0.000030s : 1: cconv 0.00% : 0.000016s : 1: convert_after_rewriter 0.00% : 0.000024s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.03% : 0.000703s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 10.17% : 0.205790s : 1: jit_opt_a 0.01% : 0.000142s : 1: jit_opt_after_cconv 0.00% : 0.000054s : 1: jit_opt_b 0.03% : 0.000565s : 1: loop_unroll 0.04% : 0.000748s : 1: mutable_eliminate 0.10% : 0.002052s : 26: opt.transform.jit_opt_a 0.00% : 0.000036s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000020s : 4: opt.transform.jit_opt_b 0.00% : 0.000011s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000014s : 1: opt.transform.mutable_eliminate 0.00% : 0.000017s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000026s : 4: opt.transform.symbol_engine_opt 0.02% : 0.000493s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.02% : 0.000431s : 1: py_interpret_to_execute 0.00% : 0.000014s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000019s : 1: remove_dup_value 0.33% : 0.006680s : 1: renormalize.infer 0.04% : 0.000785s : 1: renormalize.specialize 0.01% : 0.000258s : 1: rewriter_after_jit_bprop_graph 0.09% : 0.001800s : 1: rewriter_after_opt_a 0.01% : 0.000165s : 1: rewriter_before_opt_a 0.00% : 0.000074s : 1: symbol_engine_optimizer 89.05% : 1.802130s : 1: type_inference . [hook] pytest_runtest_teardown:test_squeeze_dynamic_shape_advanced[False-KBK] tests/st/mint/test_squeeze.py::test_squeeze_dynamic_shape_advanced[False-KBK],max_mem:4.0M . [hook] pytest_runtest_teardown:test_squeeze_dynamic_shape_advanced[True-pynative] tests/st/mint/test_squeeze.py::test_squeeze_dynamic_shape_advanced[True-pynative],max_mem:4.0M TotalTime = 1.60972, [30] [bootstrap]: 0.00062307 [type_inference]: 1.38271 [event_method]: 2.195e-05 [auto_monad]: 0.00011388 [graph_reusing]: 7.03e-06 [pre_auto_parallel]: 2.67001e-06 [py_interpret_to_execute]: 0.00108219 [rewriter_before_opt_a]: 9.86e-05 [expand_dump_flag]: 4.59998e-06 [jit_opt_a]: 0.221626, [2] [Cycle 1]: 0.0171777, [27] [switch_simplify]: 6.378e-05 [loop_unroll]: 2.761e-05 [a_1]: 0.00060955 [with_stream_mark]: 2.742e-05 [recompute_prepare]: 1.227e-05 [updatestate_depend_eliminate]: 5.26002e-06 [updatestate_assign_eliminate]: 3.73999e-06 [updatestate_loads_eliminate]: 3.18998e-06 [parameter_eliminate]: 2.38998e-06 [specialize_transform]: 7.9e-06 [updatestate_useless_node_eliminater]: 6.81999e-06 [accelerated_algorithm]: 7.63001e-06 [meta_shard_fg_expand]: 2.52001e-06 [get_grad_eliminate_]: 7.15e-06 [merge_forward]: 3.97e-06 [cell_reuse_recompute_pass]: 1.14e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.712e-05 [j_node_and_user_rematch]: 1.252e-05 [meta_fg_expand]: 2.81999e-06 [replace_old_param]: 1.24e-05 [inline_without_move]: 6.63e-06 [renormalize]: 0.0159891 [add_forward_monad_depend]: 1.698e-05 [auto_monad_grad]: 3.16999e-06 [auto_monad_eliminator]: 2.493e-05 [cse]: 3.817e-05 [replace_applicator]: 2.917e-05 [Cycle 2]: 0.00051311, [27] [switch_simplify]: 9.53002e-06 [loop_unroll]: 6.94999e-06 [a_1]: 0.00014556 [with_stream_mark]: 1.844e-05 [recompute_prepare]: 6.99001e-06 [updatestate_depend_eliminate]: 4.25e-06 [updatestate_assign_eliminate]: 3.38999e-06 [updatestate_loads_eliminate]: 2.98998e-06 [parameter_eliminate]: 1.78002e-06 [specialize_transform]: 6.34001e-06 [updatestate_useless_node_eliminater]: 6.44999e-06 [accelerated_algorithm]: 6.15002e-06 [meta_shard_fg_expand]: 2.16e-06 [get_grad_eliminate_]: 5.66e-06 [merge_forward]: 4.65001e-06 [cell_reuse_recompute_pass]: 3.76001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.113e-05 [j_node_and_user_rematch]: 1.017e-05 [meta_fg_expand]: 2.83998e-06 [replace_old_param]: 1.112e-05 [inline_without_move]: 6.21e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.39998e-06 [auto_monad_grad]: 7.7e-07 [auto_monad_eliminator]: 1.042e-05 [cse]: 1.793e-05 [replace_applicator]: 8.59e-06 [py_interpret_to_execute_after_opt_a]: 1.75e-05 [rewriter_after_opt_a]: 4.129e-05 [convert_after_rewriter]: 6.58e-06 [order_py_execute_after_rewriter]: 5.45001e-06 [mutable_eliminate]: 0.00084507 [jit_opt_b]: 7.022e-05, [1] [Cycle 1]: 6.106e-05, [2] [frontend_op_eliminate]: 2.452e-05 [inline_after_opt_a]: 2.132e-05 [cconv]: 7.867e-05 [loop_unroll]: 0.000554 [jit_opt_after_cconv]: 0.00019727, [1] [Cycle 1]: 0.00018908, [11] [c_1]: 3.072e-05 [parameter_eliminate]: 5.82999e-06 [updatestate_depend_eliminate]: 1.005e-05 [updatestate_assign_eliminate]: 4.81997e-06 [updatestate_loads_eliminate]: 2.76e-06 [cse]: 3.529e-05 [call_graph_tuple_transform]: 2.634e-05 [tuple_list_get_item_eliminator]: 8.44002e-06 [none_parameter_eliminate]: 1.60001e-06 [renormalize]: 4.2998e-07 [switch_simplify]: 7.13e-06 [remove_dup_value]: 1.741e-05 [partial_unused_args_eliminate]: 2.46e-06 [environ_conv]: 1.094e-05 [add_recomputation]: 5.646e-05 [cse_after_recomputation]: 3.173e-05, [1] [Cycle 1]: 2.149e-05, [1] [cse]: 1.402e-05 [auto_monad_reorder]: 2.341e-05 [get_jit_bprop_graph]: 2.06998e-06 [rewriter_after_jit_bprop_graph]: 0.00038839 [opt_after_jit_grad]: 0.00063143 [symbol_engine_optimizer]: 9.927e-05, [1] [Cycle 1]: 9.14e-05, [6] [build]: 4.69002e-06 [elim_shapecalc]: 1.2e-05 [elim_not_effective]: 1.878e-05 [opt_reshape]: 8.40999e-06 [fold_const_symbol]: 1.307e-05 [renormalize]: 9.80013e-07 [validate]: 5.6e-05 Sums bootstrap : 0.000623s : 0.04% type_inference : 1.382706s : 98.42% event_method : 0.000022s : 0.00% auto_monad : 0.000114s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.001082s : 0.08% rewriter_before_opt_a : 0.000099s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000073s : 0.01% jit_opt_a.loop_unroll : 0.000035s : 0.00% jit_opt_a.a_1 : 0.000755s : 0.05% jit_opt_a.with_stream_mark : 0.000046s : 0.00% jit_opt_a.recompute_prepare : 0.000019s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000009s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000038s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000023s : 0.00% jit_opt_a.meta_fg_expand : 0.000006s : 0.00% jit_opt_a.replace_old_param : 0.000024s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.015989s : 1.14% jit_opt_a.add_forward_monad_depend : 0.000018s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000035s : 0.00% jit_opt_a.cse : 0.000056s : 0.00% jit_opt_a.replace_applicator : 0.000038s : 0.00% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000041s : 0.00% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000845s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000025s : 0.00% jit_opt_b.inline_after_opt_a : 0.000021s : 0.00% cconv : 0.000079s : 0.01% loop_unroll : 0.000554s : 0.04% jit_opt_after_cconv.c_1 : 0.000031s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000010s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000035s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000008s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000007s : 0.00% remove_dup_value : 0.000017s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000011s : 0.00% add_recomputation : 0.000056s : 0.00% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000023s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000388s : 0.03% opt_after_jit_grad : 0.000631s : 0.04% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000019s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000008s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000013s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000056s : 0.00% Time group info: ------[substitution.] 0.000244 23 1.27% : 0.000003s : 2: substitution.elim_not_effective 0.77% : 0.000002s : 2: substitution.fold_const_symbol 3.09% : 0.000008s : 4: substitution.graph_param_transform 82.82% : 0.000202s : 4: substitution.inline 1.99% : 0.000005s : 4: substitution.j_node_and_user_rematch 2.49% : 0.000006s : 4: substitution.remove_not_recompute_node 3.01% : 0.000007s : 2: substitution.replace_old_param 4.55% : 0.000011s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.382600 2 99.77% : 1.379398s : 1: type_inference.infer 0.23% : 0.003202s : 1: type_inference.specialize ------[replace.] 0.000063 5 82.43% : 0.000052s : 4: replace.inline 17.57% : 0.000011s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000210 5 95.10% : 0.000199s : 4: match.inline 4.90% : 0.000010s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000149 801 1.48% : 0.000002s : 12: predicate.accumulaten_eliminater 1.18% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.03% : 0.000002s : 12: predicate.addn_check_dump 1.42% : 0.000002s : 12: predicate.addn_zero_filter 2.28% : 0.000003s : 12: predicate.arithmetic_simplify 1.30% : 0.000002s : 12: predicate.cast_eliminate 0.76% : 0.000001s : 4: predicate.check_bprop_eliminate 1.02% : 0.000002s : 12: predicate.compare_switch_simplify 1.24% : 0.000002s : 12: predicate.depend_value_elim 1.00% : 0.000001s : 12: predicate.dict_get_item_const_eliminator 1.12% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.32% : 0.000002s : 12: predicate.dict_set_item_eliminator 0.93% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.48% : 0.000001s : 4: predicate.elim_not_effective 0.54% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.26% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.02% : 0.000002s : 12: predicate.environ_get_add_eliminate 0.99% : 0.000001s : 12: predicate.environ_get_depend_swap 1.25% : 0.000002s : 12: predicate.environ_get_eliminate 1.32% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.32% : 0.000000s : 4: predicate.fold_const_symbol 1.09% : 0.000002s : 8: predicate.get_grad_eliminate 0.23% : 0.000000s : 4: predicate.graph_param_transform 6.02% : 0.000009s : 25: predicate.inline 0.88% : 0.000001s : 8: predicate.inline_without_move 0.44% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.22% : 0.000002s : 8: predicate.less_batch_normalization 1.59% : 0.000002s : 13: predicate.list_to_tuple_eliminator_ 1.58% : 0.000002s : 17: predicate.load_eliminater 1.35% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.06% : 0.000005s : 28: predicate.loop_unroll_before_grad 2.09% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.03% : 0.000002s : 12: predicate.merge_addn 1.12% : 0.000002s : 12: predicate.minmaximum_grad 2.00% : 0.000003s : 4: predicate.mutable_eliminate 0.66% : 0.000001s : 4: predicate.opt_reshape 2.06% : 0.000003s : 17: predicate.partial_eliminate 1.48% : 0.000002s : 12: predicate.print_const_string_wrapper 1.52% : 0.000002s : 12: predicate.reduce_eliminate 1.22% : 0.000002s : 13: predicate.redundant_stop_gradient_eliminater 0.67% : 0.000001s : 8: predicate.remove_not_recompute_node 1.90% : 0.000003s : 21: predicate.replace_applicator 0.95% : 0.000001s : 8: predicate.replace_old_param 0.33% : 0.000000s : 4: predicate.reset_defer_inline 1.24% : 0.000002s : 12: predicate.reshape_eliminate 1.36% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.86% : 0.000001s : 4: predicate.row_tensor_eliminate 1.17% : 0.000002s : 12: predicate.same_eliminate 0.60% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.97% : 0.000001s : 8: predicate.special_op_eliminate 0.95% : 0.000001s : 8: predicate.specialize_transform 1.65% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.30% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.40% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.08% : 0.000003s : 17: predicate.switch_defer_inline 1.69% : 0.000003s : 17: predicate.switch_layer_defer_inline 7.52% : 0.000011s : 49: predicate.switch_simplify 1.32% : 0.000002s : 12: predicate.tile_eliminate 1.34% : 0.000002s : 12: predicate.transpose_eliminate 1.63% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.34% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 4.08% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.87% : 0.000003s : 12: predicate.tuple_list_set_item_eliminator 1.71% : 0.000003s : 13: predicate.tuple_to_list_eliminator_ 1.63% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 2.73% : 0.000004s : 25: predicate.updatestate_useless_node_eliminater 1.59% : 0.000002s : 12: predicate.value_based_eliminate 0.41% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.83% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.060251 18 98.09% : 0.059100s : 12: func_graph_cloner_run.FuncGraphClonerGraph 1.91% : 0.001152s : 6: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.626788 72 0.00% : 0.000059s : 1: add_recomputation 0.01% : 0.000118s : 1: auto_monad 0.00% : 0.000026s : 1: auto_monad_reorder 0.04% : 0.000653s : 1: bootstrap 0.01% : 0.000082s : 1: cconv 0.00% : 0.000009s : 1: convert_after_rewriter 0.00% : 0.000034s : 1: cse_after_recomputation 0.00% : 0.000019s : 1: environ_conv 0.00% : 0.000028s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000004s : 1: get_jit_bprop_graph 0.00% : 0.000011s : 1: graph_reusing 13.62% : 0.221631s : 1: jit_opt_a 0.01% : 0.000204s : 1: jit_opt_after_cconv 0.00% : 0.000073s : 1: jit_opt_b 0.03% : 0.000566s : 1: loop_unroll 0.05% : 0.000859s : 1: mutable_eliminate 0.06% : 0.001032s : 26: opt.transform.jit_opt_a 0.00% : 0.000068s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000038s : 4: opt.transform.jit_opt_b 0.00% : 0.000017s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000020s : 1: opt.transform.mutable_eliminate 0.00% : 0.000032s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000047s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000644s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.07% : 0.001099s : 1: py_interpret_to_execute 0.00% : 0.000020s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.90% : 0.014615s : 1: renormalize.infer 0.08% : 0.001357s : 1: renormalize.specialize 0.02% : 0.000396s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000045s : 1: rewriter_after_opt_a 0.01% : 0.000104s : 1: rewriter_before_opt_a 0.01% : 0.000102s : 1: symbol_engine_optimizer 85.00% : 1.382731s : 1: type_inference TotalTime = 1.69138, [30] [bootstrap]: 0.00031272 [type_inference]: 1.55214 [event_method]: 0.00082672 [auto_monad]: 0.00026342 [graph_reusing]: 1.188e-05 [pre_auto_parallel]: 4.06001e-06 [py_interpret_to_execute]: 7.389e-05 [rewriter_before_opt_a]: 0.00017345 [expand_dump_flag]: 4.82e-06 [jit_opt_a]: 0.134283, [2] [Cycle 1]: 0.129677, [27] [switch_simplify]: 0.00024634 [loop_unroll]: 6.732e-05 [a_1]: 0.12003 [with_stream_mark]: 4.352e-05 [recompute_prepare]: 3.112e-05 [updatestate_depend_eliminate]: 1.025e-05 [updatestate_assign_eliminate]: 7.32002e-06 [updatestate_loads_eliminate]: 7.18e-06 [parameter_eliminate]: 3.13e-06 [specialize_transform]: 1.768e-05 [updatestate_useless_node_eliminater]: 1.513e-05 [accelerated_algorithm]: 1.721e-05 [meta_shard_fg_expand]: 8.71997e-06 [get_grad_eliminate_]: 1.572e-05 [merge_forward]: 9.10999e-06 [cell_reuse_recompute_pass]: 1.39e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.051e-05 [j_node_and_user_rematch]: 2.829e-05 [meta_fg_expand]: 0.00247261 [replace_old_param]: 7.99e-05 [inline_without_move]: 6.669e-05 [renormalize]: 0.00605832 [add_forward_monad_depend]: 8.67e-06 [auto_monad_grad]: 3.13e-06 [auto_monad_eliminator]: 1.659e-05 [cse]: 3.078e-05 [replace_applicator]: 2.39e-05 [Cycle 2]: 0.00048235, [27] [switch_simplify]: 6.14999e-06 [loop_unroll]: 5.29e-06 [a_1]: 6.008e-05 [with_stream_mark]: 1.303e-05 [recompute_prepare]: 4.77998e-06 [updatestate_depend_eliminate]: 3.40998e-06 [updatestate_assign_eliminate]: 2.80002e-06 [updatestate_loads_eliminate]: 2.24001e-06 [parameter_eliminate]: 2.41998e-06 [specialize_transform]: 4.63001e-06 [updatestate_useless_node_eliminater]: 4.08001e-06 [accelerated_algorithm]: 3.93999e-06 [meta_shard_fg_expand]: 2.12999e-06 [get_grad_eliminate_]: 3.54002e-06 [merge_forward]: 3.37002e-06 [cell_reuse_recompute_pass]: 3.51001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.655e-05 [j_node_and_user_rematch]: 7.14001e-06 [meta_fg_expand]: 0.00015267 [replace_old_param]: 6.22001e-06 [inline_without_move]: 4.13999e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.01e-06 [auto_monad_grad]: 1.27999e-06 [auto_monad_eliminator]: 6.84999e-06 [cse]: 1.518e-05 [replace_applicator]: 5.81998e-06 [py_interpret_to_execute_after_opt_a]: 1.431e-05 [rewriter_after_opt_a]: 0.00037188 [convert_after_rewriter]: 1.542e-05 [order_py_execute_after_rewriter]: 5.05999e-06 [mutable_eliminate]: 0.00078481 [jit_opt_b]: 5.308e-05, [1] [Cycle 1]: 4.321e-05, [2] [frontend_op_eliminate]: 1.479e-05 [inline_after_opt_a]: 1.508e-05 [cconv]: 3.432e-05 [loop_unroll]: 0.00068083 [jit_opt_after_cconv]: 0.00017216, [1] [Cycle 1]: 0.0001627, [11] [c_1]: 1.917e-05 [parameter_eliminate]: 5.00999e-06 [updatestate_depend_eliminate]: 8.38001e-06 [updatestate_assign_eliminate]: 2.86999e-06 [updatestate_loads_eliminate]: 2.17999e-06 [cse]: 3.23e-05 [call_graph_tuple_transform]: 2.085e-05 [tuple_list_get_item_eliminator]: 4.28001e-06 [none_parameter_eliminate]: 1.44e-06 [renormalize]: 7.30011e-07 [switch_simplify]: 5.82001e-06 [remove_dup_value]: 1.645e-05 [partial_unused_args_eliminate]: 2.45002e-06 [environ_conv]: 5.96e-06 [add_recomputation]: 4.9e-05 [cse_after_recomputation]: 2.471e-05, [1] [Cycle 1]: 1.735e-05, [1] [cse]: 9.51e-06 [auto_monad_reorder]: 1.47e-05 [get_jit_bprop_graph]: 2.32999e-06 [rewriter_after_jit_bprop_graph]: 7.03e-06 [opt_after_jit_grad]: 0.00063431 [symbol_engine_optimizer]: 8.445e-05, [1] [Cycle 1]: 7.648e-05, [6] [build]: 4.87e-06 [elim_shapecalc]: 8.12e-06 [elim_not_effective]: 1.678e-05 [opt_reshape]: 5.72999e-06 [fold_const_symbol]: 7.54002e-06 [renormalize]: 6.39993e-07 [validate]: 4.172e-05 Sums bootstrap : 0.000313s : 0.02% type_inference : 1.552139s : 92.04% event_method : 0.000827s : 0.05% auto_monad : 0.000263s : 0.02% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000074s : 0.00% rewriter_before_opt_a : 0.000173s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000252s : 0.01% jit_opt_a.loop_unroll : 0.000073s : 0.00% jit_opt_a.a_1 : 0.120090s : 7.12% jit_opt_a.with_stream_mark : 0.000057s : 0.00% jit_opt_a.recompute_prepare : 0.000036s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000022s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000019s : 0.00% jit_opt_a.accelerated_algorithm : 0.000021s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000011s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000019s : 0.00% jit_opt_a.merge_forward : 0.000012s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000047s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000035s : 0.00% jit_opt_a.meta_fg_expand : 0.002625s : 0.16% jit_opt_a.replace_old_param : 0.000086s : 0.01% jit_opt_a.inline_without_move : 0.000071s : 0.00% jit_opt_a.renormalize : 0.006058s : 0.36% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000023s : 0.00% jit_opt_a.cse : 0.000046s : 0.00% jit_opt_a.replace_applicator : 0.000030s : 0.00% py_interpret_to_execute_after_opt_a : 0.000014s : 0.00% rewriter_after_opt_a : 0.000372s : 0.02% convert_after_rewriter : 0.000015s : 0.00% order_py_execute_after_rewriter : 0.000005s : 0.00% mutable_eliminate : 0.000785s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000015s : 0.00% jit_opt_b.inline_after_opt_a : 0.000015s : 0.00% cconv : 0.000034s : 0.00% loop_unroll : 0.000681s : 0.04% jit_opt_after_cconv.c_1 : 0.000019s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000032s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000021s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000004s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000001s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000006s : 0.00% remove_dup_value : 0.000016s : 0.00% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000006s : 0.00% add_recomputation : 0.000049s : 0.00% cse_after_recomputation.cse : 0.000010s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000007s : 0.00% opt_after_jit_grad : 0.000634s : 0.04% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000017s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000042s : 0.00% Time group info: ------[substitution.] 0.118894 65 0.00% : 0.000002s : 1: substitution.elim_not_effective 0.00% : 0.000001s : 1: substitution.fold_const_symbol 0.01% : 0.000006s : 1: substitution.graph_param_transform 99.88% : 0.118757s : 13: substitution.inline 0.02% : 0.000024s : 2: substitution.inline_without_move 0.01% : 0.000009s : 9: substitution.j_node_and_user_rematch 0.00% : 0.000005s : 2: substitution.minmaximum_grad 0.01% : 0.000013s : 9: substitution.partial_eliminate 0.01% : 0.000008s : 9: substitution.remove_not_recompute_node 0.00% : 0.000004s : 1: substitution.replace_applicator 0.01% : 0.000007s : 6: substitution.replace_old_param 0.00% : 0.000003s : 1: substitution.set_cell_output_no_recompute 0.02% : 0.000018s : 3: substitution.switch_simplify 0.01% : 0.000011s : 2: substitution.tuple_list_convert_item_index_to_positive 0.01% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 0.02% : 0.000018s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.551990 2 99.64% : 1.546414s : 1: type_inference.infer 0.36% : 0.005576s : 1: type_inference.specialize ------[replace.] 0.000259 17 62.79% : 0.000163s : 13: replace.inline 33.15% : 0.000086s : 3: replace.switch_simplify 4.05% : 0.000010s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.118763 17 99.98% : 0.118744s : 13: match.inline 0.01% : 0.000015s : 3: match.switch_simplify 0.00% : 0.000004s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000279 1539 1.58% : 0.000004s : 26: predicate.accumulaten_eliminater 0.45% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.32% : 0.000004s : 26: predicate.addn_check_dump 1.38% : 0.000004s : 26: predicate.addn_zero_filter 2.23% : 0.000006s : 26: predicate.arithmetic_simplify 1.42% : 0.000004s : 26: predicate.cast_eliminate 0.14% : 0.000000s : 1: predicate.check_bprop_eliminate 1.17% : 0.000003s : 26: predicate.compare_switch_simplify 1.34% : 0.000004s : 26: predicate.depend_value_elim 1.46% : 0.000004s : 26: predicate.dict_get_item_const_eliminator 1.50% : 0.000004s : 26: predicate.dict_get_item_eliminator 1.32% : 0.000004s : 26: predicate.dict_set_item_eliminator 0.54% : 0.000002s : 1: predicate.dumpgradient_eliminate 0.15% : 0.000000s : 1: predicate.elim_not_effective 0.22% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.58% : 0.000004s : 26: predicate.environ_add_const_eliminate 1.50% : 0.000004s : 26: predicate.environ_get_add_eliminate 1.45% : 0.000004s : 26: predicate.environ_get_depend_swap 1.51% : 0.000004s : 26: predicate.environ_get_eliminate 1.35% : 0.000004s : 26: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.86% : 0.000002s : 13: predicate.get_grad_eliminate 0.06% : 0.000000s : 1: predicate.graph_param_transform 5.36% : 0.000015s : 42: predicate.inline 2.32% : 0.000006s : 35: predicate.inline_without_move 0.34% : 0.000001s : 13: predicate.j_node_and_user_rematch 1.39% : 0.000004s : 13: predicate.less_batch_normalization 1.69% : 0.000005s : 27: predicate.list_to_tuple_eliminator_ 1.60% : 0.000004s : 28: predicate.load_eliminater 0.69% : 0.000002s : 1: predicate.loop_unroll_after_grad 3.89% : 0.000011s : 67: predicate.loop_unroll_before_grad 1.77% : 0.000005s : 27: predicate.make_slice_get_slice_eliminator 1.22% : 0.000003s : 26: predicate.merge_addn 1.28% : 0.000004s : 26: predicate.minmaximum_grad 0.82% : 0.000002s : 1: predicate.mutable_eliminate 0.19% : 0.000001s : 1: predicate.opt_reshape 1.83% : 0.000005s : 28: predicate.partial_eliminate 1.29% : 0.000004s : 26: predicate.print_const_string_wrapper 1.90% : 0.000005s : 26: predicate.reduce_eliminate 1.47% : 0.000004s : 27: predicate.redundant_stop_gradient_eliminater 0.54% : 0.000002s : 13: predicate.remove_not_recompute_node 1.33% : 0.000004s : 29: predicate.replace_applicator 1.40% : 0.000004s : 35: predicate.replace_old_param 0.17% : 0.000000s : 1: predicate.reset_defer_inline 1.51% : 0.000004s : 26: predicate.reshape_eliminate 1.58% : 0.000004s : 26: predicate.row_tensor_add_zeros_like 0.33% : 0.000001s : 1: predicate.row_tensor_eliminate 1.50% : 0.000004s : 26: predicate.same_eliminate 0.44% : 0.000001s : 13: predicate.set_cell_output_no_recompute 0.32% : 0.000001s : 2: predicate.special_op_eliminate 0.94% : 0.000003s : 13: predicate.specialize_transform 1.60% : 0.000004s : 26: predicate.split_environ_get_set_with_tuple_value 1.36% : 0.000004s : 26: predicate.stack_unstack_eliminate 0.09% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.87% : 0.000011s : 40: predicate.switch_defer_inline 2.50% : 0.000007s : 40: predicate.switch_layer_defer_inline 8.03% : 0.000022s : 114: predicate.switch_simplify 1.36% : 0.000004s : 26: predicate.tile_eliminate 1.44% : 0.000004s : 26: predicate.transpose_eliminate 1.84% : 0.000005s : 26: predicate.tuple_list_convert_item_index_to_positive 1.71% : 0.000005s : 26: predicate.tuple_list_get_item_depend_reorder 3.17% : 0.000009s : 29: predicate.tuple_list_get_item_eliminator 1.78% : 0.000005s : 26: predicate.tuple_list_set_item_eliminator 1.41% : 0.000004s : 27: predicate.tuple_to_list_eliminator_ 1.49% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.49% : 0.000007s : 41: predicate.updatestate_useless_node_eliminater 1.83% : 0.000005s : 26: predicate.value_based_eliminate 0.09% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.25% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004116 37 80.58% : 0.003317s : 21: func_graph_cloner_run.FuncGraphClonerGraph 19.42% : 0.000799s : 16: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.818209 72 0.00% : 0.000052s : 1: add_recomputation 0.02% : 0.000276s : 1: auto_monad 0.00% : 0.000017s : 1: auto_monad_reorder 0.02% : 0.000334s : 1: bootstrap 0.00% : 0.000037s : 1: cconv 0.00% : 0.000019s : 1: convert_after_rewriter 0.00% : 0.000027s : 1: cse_after_recomputation 0.00% : 0.000008s : 1: environ_conv 0.05% : 0.000840s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000015s : 1: graph_reusing 7.39% : 0.134288s : 1: jit_opt_a 0.01% : 0.000176s : 1: jit_opt_after_cconv 0.00% : 0.000056s : 1: jit_opt_b 0.04% : 0.000694s : 1: loop_unroll 0.04% : 0.000799s : 1: mutable_eliminate 6.64% : 0.120756s : 26: opt.transform.jit_opt_a 0.00% : 0.000045s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000021s : 4: opt.transform.jit_opt_b 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000018s : 1: opt.transform.mutable_eliminate 0.00% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000033s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000645s : 1: opt_after_jit_grad 0.00% : 0.000007s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000077s : 1: py_interpret_to_execute 0.00% : 0.000017s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000020s : 1: remove_dup_value 0.29% : 0.005291s : 1: renormalize.infer 0.04% : 0.000753s : 1: renormalize.specialize 0.00% : 0.000009s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000380s : 1: rewriter_after_opt_a 0.01% : 0.000178s : 1: rewriter_before_opt_a 0.00% : 0.000088s : 1: symbol_engine_optimizer 85.37% : 1.552173s : 1: type_inference TotalTime = 1.28704, [30] [bootstrap]: 0.00031382 [type_inference]: 1.10102 [event_method]: 2.296e-05 [auto_monad]: 0.00011572 [graph_reusing]: 7.08e-06 [pre_auto_parallel]: 2.63e-06 [py_interpret_to_execute]: 0.00073481 [rewriter_before_opt_a]: 8.896e-05 [expand_dump_flag]: 4.75001e-06 [jit_opt_a]: 0.181889, [2] [Cycle 1]: 0.00430681, [27] [switch_simplify]: 5.985e-05 [loop_unroll]: 2.838e-05 [a_1]: 0.00056265 [with_stream_mark]: 2.289e-05 [recompute_prepare]: 1.071e-05 [updatestate_depend_eliminate]: 4.87e-06 [updatestate_assign_eliminate]: 3.69002e-06 [updatestate_loads_eliminate]: 3.26999e-06 [parameter_eliminate]: 2.31998e-06 [specialize_transform]: 7.93999e-06 [updatestate_useless_node_eliminater]: 6.31e-06 [accelerated_algorithm]: 7.53999e-06 [meta_shard_fg_expand]: 2.14999e-06 [get_grad_eliminate_]: 6.91001e-06 [merge_forward]: 3.9e-06 [cell_reuse_recompute_pass]: 1.11997e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.731e-05 [j_node_and_user_rematch]: 1.032e-05 [meta_fg_expand]: 2.44001e-06 [replace_old_param]: 1.128e-05 [inline_without_move]: 6.64999e-06 [renormalize]: 0.00318809 [add_forward_monad_depend]: 8.59e-06 [auto_monad_grad]: 2.98e-06 [auto_monad_eliminator]: 1.845e-05 [cse]: 6.593e-05 [replace_applicator]: 2.275e-05 [Cycle 2]: 0.00042142, [27] [switch_simplify]: 8.47e-06 [loop_unroll]: 6.35997e-06 [a_1]: 0.00013585 [with_stream_mark]: 1.763e-05 [recompute_prepare]: 7.39002e-06 [updatestate_depend_eliminate]: 3.68e-06 [updatestate_assign_eliminate]: 2.90002e-06 [updatestate_loads_eliminate]: 2.51e-06 [parameter_eliminate]: 1.92999e-06 [specialize_transform]: 6.11e-06 [updatestate_useless_node_eliminater]: 6.19001e-06 [accelerated_algorithm]: 6.45002e-06 [meta_shard_fg_expand]: 2.02999e-06 [get_grad_eliminate_]: 6.12001e-06 [merge_forward]: 4.45e-06 [cell_reuse_recompute_pass]: 2.58998e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.911e-05 [j_node_and_user_rematch]: 9.74e-06 [meta_fg_expand]: 2.29001e-06 [replace_old_param]: 1.056e-05 [inline_without_move]: 5.90002e-06 [renormalize]: 1.30007e-07 [add_forward_monad_depend]: 2.11e-06 [auto_monad_grad]: 1.24e-06 [auto_monad_eliminator]: 7.7e-06 [cse]: 1.385e-05 [replace_applicator]: 6.66e-06 [py_interpret_to_execute_after_opt_a]: 1.562e-05 [rewriter_after_opt_a]: 4.125e-05 [convert_after_rewriter]: 7.25e-06 [order_py_execute_after_rewriter]: 5.74e-06 [mutable_eliminate]: 0.00083159 [jit_opt_b]: 6.503e-05, [1] [Cycle 1]: 5.654e-05, [2] [frontend_op_eliminate]: 2.209e-05 [inline_after_opt_a]: 2.076e-05 [cconv]: 3.226e-05 [loop_unroll]: 0.00048405 [jit_opt_after_cconv]: 0.00020533, [1] [Cycle 1]: 0.0001972, [11] [c_1]: 2.933e-05 [parameter_eliminate]: 3.23e-06 [updatestate_depend_eliminate]: 7.33999e-06 [updatestate_assign_eliminate]: 2.89999e-06 [updatestate_loads_eliminate]: 2.75002e-06 [cse]: 4.753e-05 [call_graph_tuple_transform]: 2.623e-05 [tuple_list_get_item_eliminator]: 7.28e-06 [none_parameter_eliminate]: 2.19999e-06 [renormalize]: 6.69999e-07 [switch_simplify]: 8.30999e-06 [remove_dup_value]: 1.767e-05 [partial_unused_args_eliminate]: 2.64001e-06 [environ_conv]: 1.021e-05 [add_recomputation]: 5.783e-05 [cse_after_recomputation]: 2.758e-05, [1] [Cycle 1]: 2.012e-05, [1] [cse]: 1.369e-05 [auto_monad_reorder]: 1.754e-05 [get_jit_bprop_graph]: 1.99999e-06 [rewriter_after_jit_bprop_graph]: 6.07001e-06 [opt_after_jit_grad]: 0.0005137 [symbol_engine_optimizer]: 0.00017038, [1] [Cycle 1]: 0.00016291, [6] [build]: 5.30999e-06 [elim_shapecalc]: 1.007e-05 [elim_not_effective]: 9.223e-05 [opt_reshape]: 9.02999e-06 [fold_const_symbol]: 1.138e-05 [renormalize]: 4.39992e-07 [validate]: 5.554e-05 Sums bootstrap : 0.000314s : 0.03% type_inference : 1.101021s : 99.27% event_method : 0.000023s : 0.00% auto_monad : 0.000116s : 0.01% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000735s : 0.07% rewriter_before_opt_a : 0.000089s : 0.01% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000068s : 0.01% jit_opt_a.loop_unroll : 0.000035s : 0.00% jit_opt_a.a_1 : 0.000698s : 0.06% jit_opt_a.with_stream_mark : 0.000041s : 0.00% jit_opt_a.recompute_prepare : 0.000018s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000007s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000014s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000013s : 0.00% jit_opt_a.accelerated_algorithm : 0.000014s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000004s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000013s : 0.00% jit_opt_a.merge_forward : 0.000008s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000036s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000020s : 0.00% jit_opt_a.meta_fg_expand : 0.000005s : 0.00% jit_opt_a.replace_old_param : 0.000022s : 0.00% jit_opt_a.inline_without_move : 0.000013s : 0.00% jit_opt_a.renormalize : 0.003188s : 0.29% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000026s : 0.00% jit_opt_a.cse : 0.000080s : 0.01% jit_opt_a.replace_applicator : 0.000029s : 0.00% py_interpret_to_execute_after_opt_a : 0.000016s : 0.00% rewriter_after_opt_a : 0.000041s : 0.00% convert_after_rewriter : 0.000007s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000832s : 0.07% jit_opt_b.frontend_op_eliminate : 0.000022s : 0.00% jit_opt_b.inline_after_opt_a : 0.000021s : 0.00% cconv : 0.000032s : 0.00% loop_unroll : 0.000484s : 0.04% jit_opt_after_cconv.c_1 : 0.000029s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.cse : 0.000048s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000007s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000008s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000058s : 0.01% cse_after_recomputation.cse : 0.000014s : 0.00% auto_monad_reorder : 0.000018s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000514s : 0.05% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000010s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000092s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000011s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000056s : 0.01% Time group info: ------[substitution.] 0.000204 23 1.08% : 0.000002s : 2: substitution.elim_not_effective 0.73% : 0.000001s : 2: substitution.fold_const_symbol 3.24% : 0.000007s : 4: substitution.graph_param_transform 81.93% : 0.000167s : 4: substitution.inline 1.75% : 0.000004s : 4: substitution.j_node_and_user_rematch 3.15% : 0.000006s : 4: substitution.remove_not_recompute_node 2.96% : 0.000006s : 2: substitution.replace_old_param 5.18% : 0.000011s : 1: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.100922 2 99.71% : 1.097720s : 1: type_inference.infer 0.29% : 0.003202s : 1: type_inference.specialize ------[replace.] 0.000058 5 84.21% : 0.000049s : 4: replace.inline 15.79% : 0.000009s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000174 5 94.38% : 0.000164s : 4: match.inline 5.62% : 0.000010s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000138 801 1.74% : 0.000002s : 12: predicate.accumulaten_eliminater 1.35% : 0.000002s : 4: predicate.ad_related_special_op_eliminate 1.06% : 0.000001s : 12: predicate.addn_check_dump 1.29% : 0.000002s : 12: predicate.addn_zero_filter 2.05% : 0.000003s : 12: predicate.arithmetic_simplify 1.25% : 0.000002s : 12: predicate.cast_eliminate 0.59% : 0.000001s : 4: predicate.check_bprop_eliminate 1.13% : 0.000002s : 12: predicate.compare_switch_simplify 1.44% : 0.000002s : 12: predicate.depend_value_elim 1.19% : 0.000002s : 12: predicate.dict_get_item_const_eliminator 1.20% : 0.000002s : 12: predicate.dict_get_item_eliminator 1.08% : 0.000001s : 12: predicate.dict_set_item_eliminator 0.98% : 0.000001s : 4: predicate.dumpgradient_eliminate 0.40% : 0.000001s : 4: predicate.elim_not_effective 0.58% : 0.000001s : 4: predicate.elim_shapecalc_of_broadcastargs 1.10% : 0.000002s : 12: predicate.environ_add_const_eliminate 1.50% : 0.000002s : 12: predicate.environ_get_add_eliminate 1.03% : 0.000001s : 12: predicate.environ_get_depend_swap 1.21% : 0.000002s : 12: predicate.environ_get_eliminate 1.23% : 0.000002s : 12: predicate.environ_get_set_eliminate 0.30% : 0.000000s : 4: predicate.fold_const_symbol 1.09% : 0.000002s : 8: predicate.get_grad_eliminate 0.27% : 0.000000s : 4: predicate.graph_param_transform 5.44% : 0.000008s : 25: predicate.inline 0.95% : 0.000001s : 8: predicate.inline_without_move 0.46% : 0.000001s : 8: predicate.j_node_and_user_rematch 1.45% : 0.000002s : 8: predicate.less_batch_normalization 1.35% : 0.000002s : 13: predicate.list_to_tuple_eliminator_ 1.58% : 0.000002s : 17: predicate.load_eliminater 1.52% : 0.000002s : 4: predicate.loop_unroll_after_grad 3.11% : 0.000004s : 28: predicate.loop_unroll_before_grad 2.42% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.08% : 0.000001s : 12: predicate.merge_addn 1.09% : 0.000002s : 12: predicate.minmaximum_grad 2.25% : 0.000003s : 4: predicate.mutable_eliminate 0.54% : 0.000001s : 4: predicate.opt_reshape 2.16% : 0.000003s : 17: predicate.partial_eliminate 1.16% : 0.000002s : 12: predicate.print_const_string_wrapper 1.74% : 0.000002s : 12: predicate.reduce_eliminate 1.38% : 0.000002s : 13: predicate.redundant_stop_gradient_eliminater 0.60% : 0.000001s : 8: predicate.remove_not_recompute_node 1.89% : 0.000003s : 21: predicate.replace_applicator 0.82% : 0.000001s : 8: predicate.replace_old_param 0.43% : 0.000001s : 4: predicate.reset_defer_inline 1.55% : 0.000002s : 12: predicate.reshape_eliminate 1.42% : 0.000002s : 12: predicate.row_tensor_add_zeros_like 0.69% : 0.000001s : 4: predicate.row_tensor_eliminate 1.21% : 0.000002s : 12: predicate.same_eliminate 0.66% : 0.000001s : 8: predicate.set_cell_output_no_recompute 0.99% : 0.000001s : 8: predicate.special_op_eliminate 0.98% : 0.000001s : 8: predicate.specialize_transform 1.35% : 0.000002s : 12: predicate.split_environ_get_set_with_tuple_value 1.22% : 0.000002s : 12: predicate.stack_unstack_eliminate 0.46% : 0.000001s : 4: predicate.switch_call_monad_eliminater 2.15% : 0.000003s : 17: predicate.switch_defer_inline 2.08% : 0.000003s : 17: predicate.switch_layer_defer_inline 6.87% : 0.000009s : 49: predicate.switch_simplify 1.14% : 0.000002s : 12: predicate.tile_eliminate 1.12% : 0.000002s : 12: predicate.transpose_eliminate 1.52% : 0.000002s : 12: predicate.tuple_list_convert_item_index_to_positive 1.52% : 0.000002s : 12: predicate.tuple_list_get_item_depend_reorder 3.83% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.61% : 0.000002s : 12: predicate.tuple_list_set_item_eliminator 1.38% : 0.000002s : 13: predicate.tuple_to_list_eliminator_ 1.53% : 0.000002s : 17: predicate.updatestate_pure_node_eliminater 3.20% : 0.000004s : 25: predicate.updatestate_useless_node_eliminater 1.81% : 0.000003s : 12: predicate.value_based_eliminate 0.41% : 0.000001s : 4: predicate.virtual_view_grad_eliminate 0.86% : 0.000001s : 4: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.002755 18 69.55% : 0.001916s : 12: func_graph_cloner_run.FuncGraphClonerGraph 30.45% : 0.000839s : 6: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.291306 72 0.00% : 0.000061s : 1: add_recomputation 0.01% : 0.000120s : 1: auto_monad 0.00% : 0.000020s : 1: auto_monad_reorder 0.03% : 0.000343s : 1: bootstrap 0.00% : 0.000035s : 1: cconv 0.00% : 0.000010s : 1: convert_after_rewriter 0.00% : 0.000030s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.00% : 0.000029s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 14.09% : 0.181893s : 1: jit_opt_a 0.02% : 0.000209s : 1: jit_opt_after_cconv 0.01% : 0.000068s : 1: jit_opt_b 0.04% : 0.000494s : 1: loop_unroll 0.07% : 0.000843s : 1: mutable_eliminate 0.07% : 0.000960s : 26: opt.transform.jit_opt_a 0.01% : 0.000066s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000035s : 4: opt.transform.jit_opt_b 0.00% : 0.000016s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000018s : 1: opt.transform.mutable_eliminate 0.00% : 0.000027s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000119s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000524s : 1: opt_after_jit_grad 0.00% : 0.000008s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.06% : 0.000750s : 1: py_interpret_to_execute 0.00% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000021s : 1: remove_dup_value 0.18% : 0.002264s : 1: renormalize.infer 0.07% : 0.000912s : 1: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.00% : 0.000045s : 1: rewriter_after_opt_a 0.01% : 0.000094s : 1: rewriter_before_opt_a 0.01% : 0.000174s : 1: symbol_engine_optimizer 85.27% : 1.101052s : 1: type_inference TotalTime = 1.43479, [30] [bootstrap]: 0.00033023 [type_inference]: 1.41295 [event_method]: 0.00094563 [auto_monad]: 0.00020389 [graph_reusing]: 1.075e-05 [pre_auto_parallel]: 4.38001e-06 [py_interpret_to_execute]: 8.483e-05 [rewriter_before_opt_a]: 0.00016913 [expand_dump_flag]: 4.31002e-06 [jit_opt_a]: 0.0167721, [2] [Cycle 1]: 0.0120917, [27] [switch_simplify]: 0.0002438 [loop_unroll]: 6.195e-05 [a_1]: 0.00161431 [with_stream_mark]: 3.816e-05 [recompute_prepare]: 2.679e-05 [updatestate_depend_eliminate]: 1.092e-05 [updatestate_assign_eliminate]: 7.53e-06 [updatestate_loads_eliminate]: 6.65002e-06 [parameter_eliminate]: 3.49001e-06 [specialize_transform]: 3.646e-05 [updatestate_useless_node_eliminater]: 1.55e-05 [accelerated_algorithm]: 1.577e-05 [meta_shard_fg_expand]: 6.98e-06 [get_grad_eliminate_]: 1.518e-05 [merge_forward]: 2.223e-05 [cell_reuse_recompute_pass]: 1.55999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.959e-05 [j_node_and_user_rematch]: 2.722e-05 [meta_fg_expand]: 0.00227787 [replace_old_param]: 8.047e-05 [inline_without_move]: 7.351e-05 [renormalize]: 0.00705571 [add_forward_monad_depend]: 9.60001e-06 [auto_monad_grad]: 2.94999e-06 [auto_monad_eliminator]: 2.056e-05 [cse]: 3.416e-05 [replace_applicator]: 2.538e-05 [Cycle 2]: 0.00056312, [27] [switch_simplify]: 6.54001e-06 [loop_unroll]: 5.44e-06 [a_1]: 6.266e-05 [with_stream_mark]: 1.596e-05 [recompute_prepare]: 4.55999e-06 [updatestate_depend_eliminate]: 3.85e-06 [updatestate_assign_eliminate]: 2.61e-06 [updatestate_loads_eliminate]: 2.58e-06 [parameter_eliminate]: 2.04e-06 [specialize_transform]: 4.13999e-06 [updatestate_useless_node_eliminater]: 3.9e-06 [accelerated_algorithm]: 4.40999e-06 [meta_shard_fg_expand]: 2.63e-06 [get_grad_eliminate_]: 4.33999e-06 [merge_forward]: 3.6e-06 [cell_reuse_recompute_pass]: 3.68999e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.972e-05 [j_node_and_user_rematch]: 7.54002e-06 [meta_fg_expand]: 0.00021129 [replace_old_param]: 1.054e-05 [inline_without_move]: 5.50001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.94001e-06 [auto_monad_grad]: 2.04e-06 [auto_monad_eliminator]: 7.97e-06 [cse]: 1.698e-05 [replace_applicator]: 5.82001e-06 [py_interpret_to_execute_after_opt_a]: 1.906e-05 [rewriter_after_opt_a]: 0.00043094 [convert_after_rewriter]: 1.411e-05 [order_py_execute_after_rewriter]: 6.01998e-06 [mutable_eliminate]: 0.00087977 [jit_opt_b]: 5.814e-05, [1] [Cycle 1]: 4.83e-05, [2] [frontend_op_eliminate]: 1.514e-05 [inline_after_opt_a]: 1.789e-05 [cconv]: 5.246e-05 [loop_unroll]: 0.00058309 [jit_opt_after_cconv]: 0.00018283, [1] [Cycle 1]: 0.00017536, [11] [c_1]: 2.004e-05 [parameter_eliminate]: 5.99999e-06 [updatestate_depend_eliminate]: 1.13e-05 [updatestate_assign_eliminate]: 2.89001e-06 [updatestate_loads_eliminate]: 2.16e-06 [cse]: 3.873e-05 [call_graph_tuple_transform]: 2.384e-05 [tuple_list_get_item_eliminator]: 4.94998e-06 [none_parameter_eliminate]: 1.53002e-06 [renormalize]: 8.70001e-07 [switch_simplify]: 5.79e-06 [remove_dup_value]: 1.847e-05 [partial_unused_args_eliminate]: 3.08e-06 [environ_conv]: 7.68999e-06 [add_recomputation]: 4.854e-05 [cse_after_recomputation]: 2.667e-05, [1] [Cycle 1]: 1.922e-05, [1] [cse]: 1.195e-05 [auto_monad_reorder]: 1.496e-05 [get_jit_bprop_graph]: 3.18e-06 [rewriter_after_jit_bprop_graph]: 8.25e-06 [opt_after_jit_grad]: 0.00056818 [symbol_engine_optimizer]: 8.097e-05, [1] [Cycle 1]: 7.341e-05, [6] [build]: 4.91002e-06 [elim_shapecalc]: 8.35999e-06 [elim_not_effective]: 1.388e-05 [opt_reshape]: 5.91e-06 [fold_const_symbol]: 7.71001e-06 [renormalize]: 5.99975e-07 [validate]: 4.274e-05 Sums bootstrap : 0.000330s : 0.02% type_inference : 1.412952s : 98.82% event_method : 0.000946s : 0.07% auto_monad : 0.000204s : 0.01% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000085s : 0.01% rewriter_before_opt_a : 0.000169s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000250s : 0.02% jit_opt_a.loop_unroll : 0.000067s : 0.00% jit_opt_a.a_1 : 0.001677s : 0.12% jit_opt_a.with_stream_mark : 0.000054s : 0.00% jit_opt_a.recompute_prepare : 0.000031s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000010s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000006s : 0.00% jit_opt_a.specialize_transform : 0.000041s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000019s : 0.00% jit_opt_a.accelerated_algorithm : 0.000020s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000010s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000020s : 0.00% jit_opt_a.merge_forward : 0.000026s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000059s : 0.00% jit_opt_a.j_node_and_user_rematch : 0.000035s : 0.00% jit_opt_a.meta_fg_expand : 0.002489s : 0.17% jit_opt_a.replace_old_param : 0.000091s : 0.01% jit_opt_a.inline_without_move : 0.000079s : 0.01% jit_opt_a.renormalize : 0.007056s : 0.49% jit_opt_a.add_forward_monad_depend : 0.000013s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000029s : 0.00% jit_opt_a.cse : 0.000051s : 0.00% jit_opt_a.replace_applicator : 0.000031s : 0.00% py_interpret_to_execute_after_opt_a : 0.000019s : 0.00% rewriter_after_opt_a : 0.000431s : 0.03% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000006s : 0.00% mutable_eliminate : 0.000880s : 0.06% jit_opt_b.frontend_op_eliminate : 0.000015s : 0.00% jit_opt_b.inline_after_opt_a : 0.000018s : 0.00% cconv : 0.000052s : 0.00% loop_unroll : 0.000583s : 0.04% jit_opt_after_cconv.c_1 : 0.000020s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.cse : 0.000039s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000005s : 0.00% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000006s : 0.00% remove_dup_value : 0.000018s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000008s : 0.00% add_recomputation : 0.000049s : 0.00% cse_after_recomputation.cse : 0.000012s : 0.00% auto_monad_reorder : 0.000015s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000568s : 0.04% symbol_engine_optimizer.build : 0.000005s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000008s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000014s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000006s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000008s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000043s : 0.00% Time group info: ------[substitution.] 0.000512 65 0.34% : 0.000002s : 1: substitution.elim_not_effective 0.26% : 0.000001s : 1: substitution.fold_const_symbol 1.14% : 0.000006s : 1: substitution.graph_param_transform 73.87% : 0.000378s : 13: substitution.inline 5.56% : 0.000028s : 2: substitution.inline_without_move 1.71% : 0.000009s : 9: substitution.j_node_and_user_rematch 0.88% : 0.000005s : 2: substitution.minmaximum_grad 1.68% : 0.000009s : 9: substitution.partial_eliminate 1.80% : 0.000009s : 9: substitution.remove_not_recompute_node 0.54% : 0.000003s : 1: substitution.replace_applicator 1.24% : 0.000006s : 6: substitution.replace_old_param 0.74% : 0.000004s : 1: substitution.set_cell_output_no_recompute 3.54% : 0.000018s : 3: substitution.switch_simplify 1.91% : 0.000010s : 2: substitution.tuple_list_convert_item_index_to_positive 1.29% : 0.000007s : 2: substitution.tuple_list_get_item_depend_reorder 3.50% : 0.000018s : 3: substitution.tuple_list_get_item_eliminator ------[type_inference.] 1.412808 2 90.86% : 1.283624s : 1: type_inference.infer 9.14% : 0.129184s : 1: type_inference.specialize ------[replace.] 0.000219 17 56.44% : 0.000124s : 13: replace.inline 38.33% : 0.000084s : 3: replace.switch_simplify 5.23% : 0.000011s : 1: replace.tuple_list_get_item_eliminator ------[match.] 0.000391 17 94.45% : 0.000370s : 13: match.inline 4.23% : 0.000017s : 3: match.switch_simplify 1.32% : 0.000005s : 1: match.tuple_list_get_item_eliminator ------[predicate.] 0.000263 1539 1.38% : 0.000004s : 26: predicate.accumulaten_eliminater 0.51% : 0.000001s : 1: predicate.ad_related_special_op_eliminate 1.27% : 0.000003s : 26: predicate.addn_check_dump 1.40% : 0.000004s : 26: predicate.addn_zero_filter 1.90% : 0.000005s : 26: predicate.arithmetic_simplify 1.44% : 0.000004s : 26: predicate.cast_eliminate 0.10% : 0.000000s : 1: predicate.check_bprop_eliminate 1.23% : 0.000003s : 26: predicate.compare_switch_simplify 1.25% : 0.000003s : 26: predicate.depend_value_elim 1.39% : 0.000004s : 26: predicate.dict_get_item_const_eliminator 1.33% : 0.000004s : 26: predicate.dict_get_item_eliminator 1.32% : 0.000003s : 26: predicate.dict_set_item_eliminator 0.55% : 0.000001s : 1: predicate.dumpgradient_eliminate 0.16% : 0.000000s : 1: predicate.elim_not_effective 0.22% : 0.000001s : 1: predicate.elim_shapecalc_of_broadcastargs 1.43% : 0.000004s : 26: predicate.environ_add_const_eliminate 1.31% : 0.000003s : 26: predicate.environ_get_add_eliminate 1.39% : 0.000004s : 26: predicate.environ_get_depend_swap 1.46% : 0.000004s : 26: predicate.environ_get_eliminate 1.36% : 0.000004s : 26: predicate.environ_get_set_eliminate 0.04% : 0.000000s : 1: predicate.fold_const_symbol 0.87% : 0.000002s : 13: predicate.get_grad_eliminate 0.14% : 0.000000s : 1: predicate.graph_param_transform 4.86% : 0.000013s : 42: predicate.inline 2.84% : 0.000007s : 35: predicate.inline_without_move 0.35% : 0.000001s : 13: predicate.j_node_and_user_rematch 1.09% : 0.000003s : 13: predicate.less_batch_normalization 1.45% : 0.000004s : 27: predicate.list_to_tuple_eliminator_ 1.45% : 0.000004s : 28: predicate.load_eliminater 1.00% : 0.000003s : 1: predicate.loop_unroll_after_grad 3.98% : 0.000010s : 67: predicate.loop_unroll_before_grad 1.89% : 0.000005s : 27: predicate.make_slice_get_slice_eliminator 1.28% : 0.000003s : 26: predicate.merge_addn 1.30% : 0.000003s : 26: predicate.minmaximum_grad 1.09% : 0.000003s : 1: predicate.mutable_eliminate 0.21% : 0.000001s : 1: predicate.opt_reshape 2.06% : 0.000005s : 28: predicate.partial_eliminate 1.48% : 0.000004s : 26: predicate.print_const_string_wrapper 2.10% : 0.000006s : 26: predicate.reduce_eliminate 1.56% : 0.000004s : 27: predicate.redundant_stop_gradient_eliminater 0.61% : 0.000002s : 13: predicate.remove_not_recompute_node 1.59% : 0.000004s : 29: predicate.replace_applicator 1.56% : 0.000004s : 35: predicate.replace_old_param 0.18% : 0.000000s : 1: predicate.reset_defer_inline 1.52% : 0.000004s : 26: predicate.reshape_eliminate 1.65% : 0.000004s : 26: predicate.row_tensor_add_zeros_like 0.46% : 0.000001s : 1: predicate.row_tensor_eliminate 1.58% : 0.000004s : 26: predicate.same_eliminate 0.48% : 0.000001s : 13: predicate.set_cell_output_no_recompute 0.32% : 0.000001s : 2: predicate.special_op_eliminate 0.94% : 0.000002s : 13: predicate.specialize_transform 1.58% : 0.000004s : 26: predicate.split_environ_get_set_with_tuple_value 1.43% : 0.000004s : 26: predicate.stack_unstack_eliminate 0.16% : 0.000000s : 1: predicate.switch_call_monad_eliminater 3.75% : 0.000010s : 40: predicate.switch_defer_inline 2.49% : 0.000007s : 40: predicate.switch_layer_defer_inline 7.67% : 0.000020s : 114: predicate.switch_simplify 1.36% : 0.000004s : 26: predicate.tile_eliminate 1.37% : 0.000004s : 26: predicate.transpose_eliminate 1.63% : 0.000004s : 26: predicate.tuple_list_convert_item_index_to_positive 1.62% : 0.000004s : 26: predicate.tuple_list_get_item_depend_reorder 3.09% : 0.000008s : 29: predicate.tuple_list_get_item_eliminator 1.65% : 0.000004s : 26: predicate.tuple_list_set_item_eliminator 1.61% : 0.000004s : 27: predicate.tuple_to_list_eliminator_ 1.64% : 0.000004s : 28: predicate.updatestate_pure_node_eliminater 2.55% : 0.000007s : 41: predicate.updatestate_useless_node_eliminater 1.78% : 0.000005s : 26: predicate.value_based_eliminate 0.07% : 0.000000s : 1: predicate.virtual_view_grad_eliminate 0.23% : 0.000001s : 1: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.145452 37 99.51% : 0.144737s : 21: func_graph_cloner_run.FuncGraphClonerGraph 0.49% : 0.000714s : 16: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.444243 72 0.00% : 0.000052s : 1: add_recomputation 0.01% : 0.000213s : 1: auto_monad 0.00% : 0.000018s : 1: auto_monad_reorder 0.02% : 0.000354s : 1: bootstrap 0.00% : 0.000057s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.00% : 0.000029s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.07% : 0.000957s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 1.16% : 0.016777s : 1: jit_opt_a 0.01% : 0.000186s : 1: jit_opt_after_cconv 0.00% : 0.000061s : 1: jit_opt_b 0.04% : 0.000596s : 1: loop_unroll 0.06% : 0.000895s : 1: mutable_eliminate 0.16% : 0.002374s : 26: opt.transform.jit_opt_a 0.00% : 0.000050s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000024s : 4: opt.transform.jit_opt_b 0.00% : 0.000015s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000022s : 1: opt.transform.mutable_eliminate 0.00% : 0.000021s : 1: opt.transform.opt_after_jit_grad 0.00% : 0.000031s : 4: opt.transform.symbol_engine_opt 0.04% : 0.000580s : 1: opt_after_jit_grad 0.00% : 0.000009s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.01% : 0.000090s : 1: py_interpret_to_execute 0.00% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000021s : 1: remove_dup_value 0.43% : 0.006168s : 1: renormalize.infer 0.06% : 0.000871s : 1: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000440s : 1: rewriter_after_opt_a 0.01% : 0.000173s : 1: rewriter_before_opt_a 0.01% : 0.000084s : 1: symbol_engine_optimizer 97.84% : 1.412975s : 1: type_inference . [hook] pytest_runtest_teardown:test_squeeze_dynamic_shape_advanced[True-KBK] tests/st/mint/test_squeeze.py::test_squeeze_dynamic_shape_advanced[True-KBK],max_mem:4.0M =============================== warnings summary =============================== ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/classifier/transdata/transdata_classifier.py:222: DeprecationWarning: invalid escape sequence \B """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:143: DeprecationWarning: invalid escape sequence \c """ ../../../../../../../../usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170 /usr/local/Ascend/cann-8.5.0/python/site-packages/tbe/dsl/unify_schedule/vector/transdata/common/graph/transdata_graph_info.py:170: DeprecationWarning: invalid escape sequence \c """ ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:549: UserWarning: The value of the smallest subnormal for type is zero. setattr(self, word, getattr(machar, word).flat[0]) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/numpy/core/getlimits.py:89: UserWarning: The value of the smallest subnormal for type is zero. return self._float_to_str(self.smallest_subnormal) ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2.py:57: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad.py:56: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/batchnorm_fold2_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("batchnorm_fold2_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:51: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/correction_mul_grad.py:143: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("correction_mul_grad_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad.py:92: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perlayer_grad_reduce.py:49: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perlayer_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad.py:91: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_learned_scale_quant_perchannel_grad_reduce.py:48: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_learned_scale_quant_perchannel_grad_d_reduce") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel.py:52: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perchannel_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_perchannel_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer.py:54: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/fake_quant_perlayer_grad.py:81: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("fake_quant_per_layer_grad") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perchannel.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perchannel") ../../../../../../anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50 /home/jenkins/anaconda3/envs/ci39/lib/python3.9/site-packages/mindspore/ops/_op_impl/_custom_op/minmax_update_perlayer.py:50: DeprecationWarning: te_fusion.fusion_manager.fusion_manager.register is deprecated,please replace it with tbe.common.register.register_op_compute @fusion_manager.register("minmax_update_perlayer") -- Docs: https://docs.pytest.org/en/stable/warnings.html ================== 4 passed, 25 warnings in 213.94s (0:03:33) ==================