==================================================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_006/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 2 items test_narrow.py . [hook] pytest_runtest_teardown:test_narrow_empty_tensor[pynative] tests/st/mint/test_narrow.py::test_narrow_empty_tensor[pynative],max_mem:2.0M TotalTime = 0.646817, [30] [bootstrap]: 0.00059491 [type_inference]: 0.370578 [event_method]: 1.518e-05 [auto_monad]: 0.0001614 [graph_reusing]: 6.49999e-06 [pre_auto_parallel]: 1.161e-05 [py_interpret_to_execute]: 9.36e-05 [rewriter_before_opt_a]: 7.324e-05 [expand_dump_flag]: 3.23e-06 [jit_opt_a]: 0.20181, [2] [Cycle 1]: 0.00213971, [27] [switch_simplify]: 5.575e-05 [loop_unroll]: 1.929e-05 [a_1]: 0.00044091 [with_stream_mark]: 3.119e-05 [recompute_prepare]: 1.135e-05 [updatestate_depend_eliminate]: 7.18e-06 [updatestate_assign_eliminate]: 6.37001e-06 [updatestate_loads_eliminate]: 5.22e-06 [parameter_eliminate]: 2.17001e-06 [specialize_transform]: 9.79999e-06 [updatestate_useless_node_eliminater]: 1.152e-05 [accelerated_algorithm]: 8.72e-06 [meta_shard_fg_expand]: 3.04001e-06 [get_grad_eliminate_]: 9.07001e-06 [merge_forward]: 6.02001e-06 [cell_reuse_recompute_pass]: 1.59e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.437e-05 [j_node_and_user_rematch]: 1.479e-05 [meta_fg_expand]: 3.88999e-06 [replace_old_param]: 1.25e-05 [inline_without_move]: 8.90001e-06 [renormalize]: 0.00109856 [add_forward_monad_depend]: 1.191e-05 [auto_monad_grad]: 2.81e-06 [auto_monad_eliminator]: 2.418e-05 [cse]: 5.762e-05 [replace_applicator]: 1.999e-05 [Cycle 2]: 0.00049375, [27] [switch_simplify]: 8.99998e-06 [loop_unroll]: 8.03001e-06 [a_1]: 0.00016891 [with_stream_mark]: 1.38e-05 [recompute_prepare]: 8.29998e-06 [updatestate_depend_eliminate]: 5.91003e-06 [updatestate_assign_eliminate]: 4.89003e-06 [updatestate_loads_eliminate]: 4.49002e-06 [parameter_eliminate]: 1.36002e-06 [specialize_transform]: 9.25001e-06 [updatestate_useless_node_eliminater]: 1.147e-05 [accelerated_algorithm]: 7.8e-06 [meta_shard_fg_expand]: 2.36e-06 [get_grad_eliminate_]: 7.89002e-06 [merge_forward]: 4.74998e-06 [cell_reuse_recompute_pass]: 2.02001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.704e-05 [j_node_and_user_rematch]: 1.304e-05 [meta_fg_expand]: 3.06999e-06 [replace_old_param]: 1.087e-05 [inline_without_move]: 8.38999e-06 [renormalize]: 9.00181e-08 [add_forward_monad_depend]: 1.20999e-06 [auto_monad_grad]: 1.10001e-06 [auto_monad_eliminator]: 1.127e-05 [cse]: 2.116e-05 [replace_applicator]: 8.40999e-06 [py_interpret_to_execute_after_opt_a]: 1.809e-05 [rewriter_after_opt_a]: 0.0701599 [convert_after_rewriter]: 3.516e-05 [order_py_execute_after_rewriter]: 8.94998e-06 [mutable_eliminate]: 0.00079743 [jit_opt_b]: 8.125e-05, [1] [Cycle 1]: 6.992e-05, [2] [frontend_op_eliminate]: 2.564e-05 [inline_after_opt_a]: 2.943e-05 [cconv]: 4.302e-05 [loop_unroll]: 0.00049148 [jit_opt_after_cconv]: 0.00025412, [1] [Cycle 1]: 0.00024633, [11] [c_1]: 5.575e-05 [parameter_eliminate]: 5.32001e-06 [updatestate_depend_eliminate]: 1.394e-05 [updatestate_assign_eliminate]: 6.04999e-06 [updatestate_loads_eliminate]: 5.50001e-06 [cse]: 5.5e-05 [call_graph_tuple_transform]: 2.524e-05 [tuple_list_get_item_eliminator]: 9.20999e-06 [none_parameter_eliminate]: 1.84e-06 [renormalize]: 7.09988e-07 [switch_simplify]: 9.12999e-06 [remove_dup_value]: 6.316e-05 [partial_unused_args_eliminate]: 3.13e-06 [environ_conv]: 2.621e-05 [add_recomputation]: 0.00016108 [cse_after_recomputation]: 3.72e-05, [1] [Cycle 1]: 2.854e-05, [1] [cse]: 1.808e-05 [auto_monad_reorder]: 3.869e-05 [get_jit_bprop_graph]: 2.69999e-06 [rewriter_after_jit_bprop_graph]: 0.00016942 [opt_after_jit_grad]: 0.00056334 [symbol_engine_optimizer]: 0.00010028, [1] [Cycle 1]: 9.22e-05, [6] [build]: 6.78e-06 [elim_shapecalc]: 1.147e-05 [elim_not_effective]: 2.057e-05 [opt_reshape]: 8.85999e-06 [fold_const_symbol]: 1.42e-05 [renormalize]: 6.29982e-07 [validate]: 7.129e-05 Sums bootstrap : 0.000595s : 0.13% type_inference : 0.370578s : 82.94% event_method : 0.000015s : 0.00% auto_monad : 0.000161s : 0.04% graph_reusing : 0.000006s : 0.00% pre_auto_parallel : 0.000012s : 0.00% py_interpret_to_execute : 0.000094s : 0.02% rewriter_before_opt_a : 0.000073s : 0.02% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000065s : 0.01% jit_opt_a.loop_unroll : 0.000027s : 0.01% jit_opt_a.a_1 : 0.000610s : 0.14% jit_opt_a.with_stream_mark : 0.000045s : 0.01% jit_opt_a.recompute_prepare : 0.000020s : 0.00% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 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 : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000019s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.01% jit_opt_a.accelerated_algorithm : 0.000017s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.00% jit_opt_a.merge_forward : 0.000011s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000041s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.01% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.00% jit_opt_a.renormalize : 0.001099s : 0.25% jit_opt_a.add_forward_monad_depend : 0.000013s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000035s : 0.01% jit_opt_a.cse : 0.000079s : 0.02% jit_opt_a.replace_applicator : 0.000028s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.070160s : 15.70% convert_after_rewriter : 0.000035s : 0.01% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000797s : 0.18% jit_opt_b.frontend_op_eliminate : 0.000026s : 0.01% jit_opt_b.inline_after_opt_a : 0.000029s : 0.01% cconv : 0.000043s : 0.01% loop_unroll : 0.000491s : 0.11% jit_opt_after_cconv.c_1 : 0.000056s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000055s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000025s : 0.01% 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 : 0.000009s : 0.00% remove_dup_value : 0.000063s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000026s : 0.01% add_recomputation : 0.000161s : 0.04% cse_after_recomputation.cse : 0.000018s : 0.00% auto_monad_reorder : 0.000039s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000169s : 0.04% opt_after_jit_grad : 0.000563s : 0.13% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000011s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000071s : 0.02% Time group info: ------[substitution.] 0.000220 43 4.05% : 0.000009s : 2: substitution.depend_value_elim 1.35% : 0.000003s : 4: substitution.elim_not_effective 0.84% : 0.000002s : 4: substitution.fold_const_symbol 3.32% : 0.000007s : 5: substitution.graph_param_transform 70.60% : 0.000155s : 2: substitution.inline 2.42% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.29% : 0.000007s : 8: substitution.remove_not_recompute_node 2.65% : 0.000006s : 2: substitution.replace_old_param 6.04% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 5.44% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.370500 2 99.75% : 0.369578s : 1: type_inference.infer 0.25% : 0.000922s : 1: type_inference.specialize ------[replace.] 0.000035 2 100.00% : 0.000035s : 2: replace.inline ------[match.] 0.000153 2 100.00% : 0.000153s : 2: match.inline ------[predicate.] 0.000146 767 1.19% : 0.000002s : 11: predicate.accumulaten_eliminater 1.60% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 0.95% : 0.000001s : 11: predicate.addn_check_dump 1.30% : 0.000002s : 11: predicate.addn_zero_filter 1.88% : 0.000003s : 11: predicate.arithmetic_simplify 1.42% : 0.000002s : 11: predicate.cast_eliminate 0.63% : 0.000001s : 5: predicate.check_bprop_eliminate 1.42% : 0.000002s : 11: predicate.compare_switch_simplify 1.35% : 0.000002s : 11: predicate.depend_value_elim 1.02% : 0.000001s : 11: predicate.dict_get_item_const_eliminator 1.27% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.11% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.33% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.53% : 0.000001s : 5: predicate.elim_not_effective 0.74% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.11% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.02% : 0.000001s : 11: predicate.environ_get_add_eliminate 1.53% : 0.000002s : 11: predicate.environ_get_depend_swap 1.03% : 0.000002s : 11: predicate.environ_get_eliminate 0.99% : 0.000001s : 11: predicate.environ_get_set_eliminate 0.32% : 0.000000s : 5: predicate.fold_const_symbol 1.39% : 0.000002s : 10: predicate.get_grad_eliminate 0.33% : 0.000000s : 5: predicate.graph_param_transform 5.43% : 0.000008s : 23: predicate.inline 1.54% : 0.000002s : 10: predicate.inline_without_move 0.56% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.66% : 0.000002s : 10: predicate.less_batch_normalization 1.14% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.83% : 0.000003s : 16: predicate.load_eliminater 1.91% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.33% : 0.000003s : 20: predicate.loop_unroll_before_grad 2.17% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 0.94% : 0.000001s : 11: predicate.merge_addn 1.21% : 0.000002s : 11: predicate.minmaximum_grad 2.70% : 0.000004s : 5: predicate.mutable_eliminate 0.63% : 0.000001s : 5: predicate.opt_reshape 2.03% : 0.000003s : 16: predicate.partial_eliminate 1.06% : 0.000002s : 11: predicate.print_const_string_wrapper 1.58% : 0.000002s : 11: predicate.reduce_eliminate 1.34% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.89% : 0.000001s : 10: predicate.remove_not_recompute_node 1.76% : 0.000003s : 21: predicate.replace_applicator 0.85% : 0.000001s : 10: predicate.replace_old_param 0.87% : 0.000001s : 5: predicate.reset_defer_inline 1.04% : 0.000002s : 11: predicate.reshape_eliminate 1.33% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.42% : 0.000002s : 5: predicate.row_tensor_eliminate 1.04% : 0.000002s : 11: predicate.same_eliminate 0.67% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.31% : 0.000002s : 10: predicate.special_op_eliminate 1.35% : 0.000002s : 10: predicate.specialize_transform 1.66% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.10% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.77% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.44% : 0.000002s : 13: predicate.switch_defer_inline 1.37% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.65% : 0.000008s : 38: predicate.switch_simplify 1.06% : 0.000002s : 11: predicate.tile_eliminate 1.22% : 0.000002s : 11: predicate.transpose_eliminate 1.55% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.15% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 4.32% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.46% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.26% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.74% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.57% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.29% : 0.000002s : 11: predicate.value_based_eliminate 0.57% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.81% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000336 5 8.07% : 0.000027s : 1: func_graph_cloner_run.FuncGraphClonerGraph 91.93% : 0.000309s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.648833 72 0.03% : 0.000166s : 1: add_recomputation 0.03% : 0.000167s : 1: auto_monad 0.01% : 0.000042s : 1: auto_monad_reorder 0.09% : 0.000614s : 1: bootstrap 0.01% : 0.000046s : 1: cconv 0.01% : 0.000041s : 1: convert_after_rewriter 0.01% : 0.000040s : 1: cse_after_recomputation 0.00% : 0.000029s : 1: environ_conv 0.00% : 0.000021s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000009s : 1: graph_reusing 31.10% : 0.201814s : 1: jit_opt_a 0.04% : 0.000257s : 1: jit_opt_after_cconv 0.01% : 0.000085s : 1: jit_opt_b 0.08% : 0.000501s : 1: loop_unroll 0.12% : 0.000809s : 1: mutable_eliminate 0.14% : 0.000892s : 26: opt.transform.jit_opt_a 0.01% : 0.000095s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000046s : 4: opt.transform.jit_opt_b 0.00% : 0.000022s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000031s : 1: opt.transform.mutable_eliminate 0.01% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000052s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000575s : 1: opt_after_jit_grad 0.00% : 0.000011s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000014s : 1: pre_auto_parallel 0.01% : 0.000097s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000067s : 1: remove_dup_value 0.11% : 0.000684s : 1: renormalize.infer 0.06% : 0.000405s : 1: renormalize.specialize 0.03% : 0.000173s : 1: rewriter_after_jit_bprop_graph 10.82% : 0.070176s : 1: rewriter_after_opt_a 0.01% : 0.000077s : 1: rewriter_before_opt_a 0.02% : 0.000103s : 1: symbol_engine_optimizer 57.12% : 0.370599s : 1: type_inference TotalTime = 0.766844, [30] [bootstrap]: 0.00057413 [type_inference]: 0.385259 [event_method]: 0.00021346 [auto_monad]: 0.0004674 [graph_reusing]: 1.242e-05 [pre_auto_parallel]: 3.76001e-06 [py_interpret_to_execute]: 0.00011721 [rewriter_before_opt_a]: 0.00015688 [expand_dump_flag]: 4.60001e-06 [jit_opt_a]: 0.376513, [3] [Cycle 1]: 0.212602, [27] [switch_simplify]: 0.0003321 [loop_unroll]: 5.756e-05 [a_1]: 0.00144573 [with_stream_mark]: 4.238e-05 [recompute_prepare]: 2.792e-05 [updatestate_depend_eliminate]: 1.376e-05 [updatestate_assign_eliminate]: 1.132e-05 [updatestate_loads_eliminate]: 1.029e-05 [parameter_eliminate]: 3.55e-06 [specialize_transform]: 1.956e-05 [updatestate_useless_node_eliminater]: 2.304e-05 [accelerated_algorithm]: 1.993e-05 [meta_shard_fg_expand]: 5.15999e-06 [get_grad_eliminate_]: 1.728e-05 [merge_forward]: 1.285e-05 [cell_reuse_recompute_pass]: 1.69e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.847e-05 [j_node_and_user_rematch]: 4.566e-05 [meta_fg_expand]: 0.185073 [replace_old_param]: 0.00013567 [inline_without_move]: 0.00012836 [renormalize]: 0.023829 [add_forward_monad_depend]: 0.00025103 [auto_monad_grad]: 1.397e-05 [auto_monad_eliminator]: 0.00010064 [cse]: 0.00038426 [replace_applicator]: 0.00021716 [Cycle 2]: 0.0838542, [27] [switch_simplify]: 0.00014495 [loop_unroll]: 6.096e-05 [a_1]: 0.00113703 [with_stream_mark]: 2.279e-05 [recompute_prepare]: 1.435e-05 [updatestate_depend_eliminate]: 2.871e-05 [updatestate_assign_eliminate]: 5.84999e-06 [updatestate_loads_eliminate]: 5.23002e-06 [parameter_eliminate]: 2.78e-06 [specialize_transform]: 1.042e-05 [updatestate_useless_node_eliminater]: 1.167e-05 [accelerated_algorithm]: 9.52999e-06 [meta_shard_fg_expand]: 2.80997e-06 [get_grad_eliminate_]: 9.19998e-06 [merge_forward]: 6.51e-06 [cell_reuse_recompute_pass]: 1.29998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.061e-05 [j_node_and_user_rematch]: 1.353e-05 [meta_fg_expand]: 0.00012832 [replace_old_param]: 1.518e-05 [inline_without_move]: 8.59998e-06 [renormalize]: 0.0817614 [add_forward_monad_depend]: 1.346e-05 [auto_monad_grad]: 3.24001e-06 [auto_monad_eliminator]: 3.277e-05 [cse]: 0.00011369 [replace_applicator]: 3.457e-05 [Cycle 3]: 0.00059861, [27] [switch_simplify]: 1.105e-05 [loop_unroll]: 9.41e-06 [a_1]: 0.00019975 [with_stream_mark]: 2.506e-05 [recompute_prepare]: 9.96e-06 [updatestate_depend_eliminate]: 8.87999e-06 [updatestate_assign_eliminate]: 5.84999e-06 [updatestate_loads_eliminate]: 4.91002e-06 [parameter_eliminate]: 2.37999e-06 [specialize_transform]: 9.67999e-06 [updatestate_useless_node_eliminater]: 1.314e-05 [accelerated_algorithm]: 1.065e-05 [meta_shard_fg_expand]: 3.53999e-06 [get_grad_eliminate_]: 8.19998e-06 [merge_forward]: 6.32001e-06 [cell_reuse_recompute_pass]: 3.71001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.244e-05 [j_node_and_user_rematch]: 1.497e-05 [meta_fg_expand]: 4.00998e-06 [replace_old_param]: 1.382e-05 [inline_without_move]: 8.30999e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.71e-06 [auto_monad_grad]: 2.26998e-06 [auto_monad_eliminator]: 1.299e-05 [cse]: 3.299e-05 [replace_applicator]: 1.113e-05 [py_interpret_to_execute_after_opt_a]: 3.121e-05 [rewriter_after_opt_a]: 0.00022748 [convert_after_rewriter]: 1.35e-05 [order_py_execute_after_rewriter]: 7.51999e-06 [mutable_eliminate]: 0.00090847 [jit_opt_b]: 9.414e-05, [1] [Cycle 1]: 8.319e-05, [2] [frontend_op_eliminate]: 3.354e-05 [inline_after_opt_a]: 3.348e-05 [cconv]: 4.748e-05 [loop_unroll]: 0.00055764 [jit_opt_after_cconv]: 0.00027647, [1] [Cycle 1]: 0.00026746, [11] [c_1]: 5.91e-05 [parameter_eliminate]: 5.64e-06 [updatestate_depend_eliminate]: 1.563e-05 [updatestate_assign_eliminate]: 6.17999e-06 [updatestate_loads_eliminate]: 5.24e-06 [cse]: 6.712e-05 [call_graph_tuple_transform]: 2.68e-05 [tuple_list_get_item_eliminator]: 9.51e-06 [none_parameter_eliminate]: 1.82001e-06 [renormalize]: 8.60018e-07 [switch_simplify]: 9.45001e-06 [remove_dup_value]: 6.943e-05 [partial_unused_args_eliminate]: 3.84002e-06 [environ_conv]: 1.045e-05 [add_recomputation]: 8.425e-05 [cse_after_recomputation]: 3.812e-05, [1] [Cycle 1]: 2.921e-05, [1] [cse]: 2.094e-05 [auto_monad_reorder]: 2.846e-05 [get_jit_bprop_graph]: 2.39001e-06 [rewriter_after_jit_bprop_graph]: 9.56e-06 [opt_after_jit_grad]: 0.00066492 [symbol_engine_optimizer]: 0.00011255, [1] [Cycle 1]: 0.00010405, [6] [build]: 7.97e-06 [elim_shapecalc]: 1.26e-05 [elim_not_effective]: 2.259e-05 [opt_reshape]: 1.035e-05 [fold_const_symbol]: 1.592e-05 [renormalize]: 1.02998e-06 [validate]: 6.288e-05 Sums bootstrap : 0.000574s : 0.08% type_inference : 0.385259s : 56.14% event_method : 0.000213s : 0.03% auto_monad : 0.000467s : 0.07% graph_reusing : 0.000012s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000117s : 0.02% rewriter_before_opt_a : 0.000157s : 0.02% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000488s : 0.07% jit_opt_a.loop_unroll : 0.000128s : 0.02% jit_opt_a.a_1 : 0.002783s : 0.41% jit_opt_a.with_stream_mark : 0.000090s : 0.01% jit_opt_a.recompute_prepare : 0.000052s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000051s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000023s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000009s : 0.00% jit_opt_a.specialize_transform : 0.000040s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000048s : 0.01% jit_opt_a.accelerated_algorithm : 0.000040s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000012s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000035s : 0.01% jit_opt_a.merge_forward : 0.000026s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000007s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000082s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000074s : 0.01% jit_opt_a.meta_fg_expand : 0.185205s : 26.99% jit_opt_a.replace_old_param : 0.000165s : 0.02% jit_opt_a.inline_without_move : 0.000145s : 0.02% jit_opt_a.renormalize : 0.105590s : 15.39% jit_opt_a.add_forward_monad_depend : 0.000267s : 0.04% jit_opt_a.auto_monad_grad : 0.000019s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000146s : 0.02% jit_opt_a.cse : 0.000531s : 0.08% jit_opt_a.replace_applicator : 0.000263s : 0.04% py_interpret_to_execute_after_opt_a : 0.000031s : 0.00% rewriter_after_opt_a : 0.000227s : 0.03% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000908s : 0.13% jit_opt_b.frontend_op_eliminate : 0.000034s : 0.00% jit_opt_b.inline_after_opt_a : 0.000033s : 0.00% cconv : 0.000047s : 0.01% loop_unroll : 0.000558s : 0.08% jit_opt_after_cconv.c_1 : 0.000059s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000016s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000067s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000027s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 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 : 0.000009s : 0.00% remove_dup_value : 0.000069s : 0.01% partial_unused_args_eliminate : 0.000004s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000084s : 0.01% cse_after_recomputation.cse : 0.000021s : 0.00% auto_monad_reorder : 0.000028s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000665s : 0.10% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000023s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000063s : 0.01% Time group info: ------[substitution.] 0.001932 170 1.40% : 0.000027s : 8: substitution.depend_value_elim 0.19% : 0.000004s : 4: substitution.elim_not_effective 0.14% : 0.000003s : 4: substitution.fold_const_symbol 51.65% : 0.000998s : 4: substitution.getattr_setattr_resolve 0.40% : 0.000008s : 5: substitution.graph_param_transform 29.11% : 0.000562s : 15: substitution.inline 2.27% : 0.000044s : 4: substitution.inline_without_move 1.28% : 0.000025s : 20: substitution.j_node_and_user_rematch 0.50% : 0.000010s : 5: substitution.minmaximum_grad 1.08% : 0.000021s : 9: substitution.partial_eliminate 0.79% : 0.000015s : 20: substitution.remove_not_recompute_node 2.86% : 0.000055s : 12: substitution.replace_applicator 0.89% : 0.000017s : 17: substitution.replace_old_param 0.17% : 0.000003s : 1: substitution.set_cell_output_no_recompute 0.90% : 0.000017s : 3: substitution.switch_simplify 1.07% : 0.000021s : 5: substitution.tuple_list_convert_item_index_to_positive 0.74% : 0.000014s : 5: substitution.tuple_list_get_item_depend_reorder 1.80% : 0.000035s : 8: substitution.tuple_list_get_item_eliminator 1.09% : 0.000021s : 8: substitution.updatestate_pure_node_eliminater 1.67% : 0.000032s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.385123 2 99.06% : 0.381520s : 1: type_inference.infer 0.94% : 0.003603s : 1: type_inference.specialize ------[replace.] 0.000540 26 26.89% : 0.000145s : 3: replace.getattr_setattr_resolve 23.97% : 0.000129s : 15: replace.inline 10.00% : 0.000054s : 1: replace.replace_applicator 17.48% : 0.000094s : 3: replace.switch_simplify 16.99% : 0.000092s : 3: replace.tuple_list_get_item_eliminator 4.68% : 0.000025s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001534 26 60.66% : 0.000930s : 3: match.getattr_setattr_resolve 36.07% : 0.000553s : 15: match.inline 1.08% : 0.000016s : 1: match.replace_applicator 1.01% : 0.000015s : 3: match.switch_simplify 0.55% : 0.000008s : 3: match.tuple_list_get_item_eliminator 0.64% : 0.000010s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000506 3150 1.43% : 0.000007s : 50: predicate.accumulaten_eliminater 0.38% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.27% : 0.000006s : 50: predicate.addn_check_dump 1.43% : 0.000007s : 50: predicate.addn_zero_filter 2.02% : 0.000010s : 50: predicate.arithmetic_simplify 1.49% : 0.000008s : 50: predicate.cast_eliminate 0.15% : 0.000001s : 5: predicate.check_bprop_eliminate 1.26% : 0.000006s : 50: predicate.compare_switch_simplify 1.63% : 0.000008s : 50: predicate.depend_value_elim 1.27% : 0.000006s : 50: predicate.dict_get_item_const_eliminator 1.35% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.35% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.29% : 0.000001s : 5: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 5: predicate.elim_not_effective 0.23% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.39% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.29% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.25% : 0.000006s : 50: predicate.environ_get_depend_swap 1.44% : 0.000007s : 50: predicate.environ_get_eliminate 1.62% : 0.000008s : 50: predicate.environ_get_set_eliminate 0.09% : 0.000000s : 5: predicate.fold_const_symbol 0.90% : 0.000005s : 26: predicate.get_grad_eliminate 1.63% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.12% : 0.000001s : 5: predicate.graph_param_transform 4.17% : 0.000021s : 79: predicate.inline 2.91% : 0.000015s : 87: predicate.inline_without_move 0.39% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.19% : 0.000006s : 26: predicate.less_batch_normalization 1.52% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.64% : 0.000008s : 58: predicate.load_eliminater 0.63% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.90% : 0.000020s : 127: predicate.loop_unroll_before_grad 1.65% : 0.000008s : 55: predicate.make_slice_get_slice_eliminator 1.27% : 0.000006s : 50: predicate.merge_addn 1.33% : 0.000007s : 50: predicate.minmaximum_grad 0.91% : 0.000005s : 5: predicate.mutable_eliminate 0.19% : 0.000001s : 5: predicate.opt_reshape 2.10% : 0.000011s : 58: predicate.partial_eliminate 1.33% : 0.000007s : 50: predicate.print_const_string_wrapper 1.79% : 0.000009s : 50: predicate.reduce_eliminate 1.61% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.54% : 0.000003s : 26: predicate.remove_not_recompute_node 2.65% : 0.000013s : 126: predicate.replace_applicator 1.67% : 0.000008s : 87: predicate.replace_old_param 0.19% : 0.000001s : 5: predicate.reset_defer_inline 1.36% : 0.000007s : 50: predicate.reshape_eliminate 1.42% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.36% : 0.000002s : 5: predicate.row_tensor_eliminate 1.39% : 0.000007s : 50: predicate.same_eliminate 0.50% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.48% : 0.000002s : 10: predicate.special_op_eliminate 0.96% : 0.000005s : 26: predicate.specialize_transform 1.62% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 1.44% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.22% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.61% : 0.000013s : 69: predicate.switch_defer_inline 2.08% : 0.000011s : 69: predicate.switch_layer_defer_inline 7.33% : 0.000037s : 207: predicate.switch_simplify 1.33% : 0.000007s : 50: predicate.tile_eliminate 1.38% : 0.000007s : 50: predicate.transpose_eliminate 1.78% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.74% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 3.05% : 0.000015s : 63: predicate.tuple_list_get_item_eliminator 1.85% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.54% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.63% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.82% : 0.000014s : 85: predicate.updatestate_useless_node_eliminater 1.72% : 0.000009s : 50: predicate.value_based_eliminate 0.16% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.25% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004402 44 57.39% : 0.002526s : 18: func_graph_cloner_run.FuncGraphClonerGraph 42.61% : 0.001876s : 26: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.878036 89 0.01% : 0.000088s : 1: add_recomputation 0.05% : 0.000479s : 1: auto_monad 0.00% : 0.000031s : 1: auto_monad_reorder 0.07% : 0.000600s : 1: bootstrap 0.01% : 0.000051s : 1: cconv 0.00% : 0.000017s : 1: convert_after_rewriter 0.00% : 0.000041s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.03% : 0.000222s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000016s : 1: graph_reusing 42.88% : 0.376518s : 1: jit_opt_a 0.03% : 0.000280s : 1: jit_opt_after_cconv 0.01% : 0.000097s : 1: jit_opt_b 0.06% : 0.000568s : 1: loop_unroll 0.11% : 0.000926s : 1: mutable_eliminate 0.49% : 0.004272s : 39: opt.transform.jit_opt_a 0.01% : 0.000100s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000055s : 4: opt.transform.jit_opt_b 0.00% : 0.000023s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000029s : 1: opt.transform.mutable_eliminate 0.00% : 0.000035s : 1: opt.transform.opt_after_jit_grad 0.14% : 0.001224s : 2: opt.transform.opt_resolve 0.01% : 0.000057s : 4: opt.transform.symbol_engine_opt 0.08% : 0.000675s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000124s : 1: py_interpret_to_execute 0.00% : 0.000034s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000073s : 1: remove_dup_value 11.50% : 0.100975s : 2: renormalize.infer 0.52% : 0.004567s : 2: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000234s : 1: rewriter_after_opt_a 0.02% : 0.000161s : 1: rewriter_before_opt_a 0.01% : 0.000116s : 1: symbol_engine_optimizer 43.88% : 0.385289s : 1: type_inference TotalTime = 0.21721, [30] [bootstrap]: 0.00036256 [type_inference]: 0.0766852 [event_method]: 1.473e-05 [auto_monad]: 0.00019961 [graph_reusing]: 6.49999e-06 [pre_auto_parallel]: 2.96001e-06 [py_interpret_to_execute]: 0.00012752 [rewriter_before_opt_a]: 6.458e-05 [expand_dump_flag]: 4.01001e-06 [jit_opt_a]: 0.134842, [2] [Cycle 1]: 0.00285721, [27] [switch_simplify]: 6.139e-05 [loop_unroll]: 2.05e-05 [a_1]: 0.00050585 [with_stream_mark]: 3.776e-05 [recompute_prepare]: 1.489e-05 [updatestate_depend_eliminate]: 8.77999e-06 [updatestate_assign_eliminate]: 5.84e-06 [updatestate_loads_eliminate]: 6.79999e-06 [parameter_eliminate]: 2.09e-06 [specialize_transform]: 1.064e-05 [updatestate_useless_node_eliminater]: 1.374e-05 [accelerated_algorithm]: 9.91998e-06 [meta_shard_fg_expand]: 3.86001e-06 [get_grad_eliminate_]: 8.63001e-06 [merge_forward]: 6.63998e-06 [cell_reuse_recompute_pass]: 1.40999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.371e-05 [j_node_and_user_rematch]: 1.497e-05 [meta_fg_expand]: 4.88001e-06 [replace_old_param]: 1.52e-05 [inline_without_move]: 8.33999e-06 [renormalize]: 0.00167518 [add_forward_monad_depend]: 1.126e-05 [auto_monad_grad]: 3.98001e-06 [auto_monad_eliminator]: 3.381e-05 [cse]: 5.673e-05 [replace_applicator]: 2.673e-05 [Cycle 2]: 0.00067357, [27] [switch_simplify]: 1.036e-05 [loop_unroll]: 9.27999e-06 [a_1]: 0.00019075 [with_stream_mark]: 2.203e-05 [recompute_prepare]: 1.145e-05 [updatestate_depend_eliminate]: 6.67002e-06 [updatestate_assign_eliminate]: 5.96e-06 [updatestate_loads_eliminate]: 4.78001e-06 [parameter_eliminate]: 2.20002e-06 [specialize_transform]: 1.07e-05 [updatestate_useless_node_eliminater]: 1.311e-05 [accelerated_algorithm]: 8.49998e-06 [meta_shard_fg_expand]: 2.96999e-06 [get_grad_eliminate_]: 8.18001e-06 [merge_forward]: 7.16999e-06 [cell_reuse_recompute_pass]: 2.71999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.178e-05 [j_node_and_user_rematch]: 1.413e-05 [meta_fg_expand]: 3.17002e-06 [replace_old_param]: 1.351e-05 [inline_without_move]: 7.62002e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 2.42001e-06 [auto_monad_grad]: 1.84e-06 [auto_monad_eliminator]: 1.555e-05 [cse]: 2.927e-05 [replace_applicator]: 1.648e-05 [py_interpret_to_execute_after_opt_a]: 2.555e-05 [rewriter_after_opt_a]: 0.00122862 [convert_after_rewriter]: 2.525e-05 [order_py_execute_after_rewriter]: 1.021e-05 [mutable_eliminate]: 0.00099802 [jit_opt_b]: 8.969e-05, [1] [Cycle 1]: 7.709e-05, [2] [frontend_op_eliminate]: 2.829e-05 [inline_after_opt_a]: 3.337e-05 [cconv]: 5.594e-05 [loop_unroll]: 0.0005867 [jit_opt_after_cconv]: 0.00034973, [1] [Cycle 1]: 0.00033945, [11] [c_1]: 0.00011894 [parameter_eliminate]: 7.86001e-06 [updatestate_depend_eliminate]: 1.592e-05 [updatestate_assign_eliminate]: 6.17001e-06 [updatestate_loads_eliminate]: 5.73002e-06 [cse]: 6.212e-05 [call_graph_tuple_transform]: 2.823e-05 [tuple_list_get_item_eliminator]: 9.60001e-06 [none_parameter_eliminate]: 2.01e-06 [renormalize]: 5.89993e-07 [switch_simplify]: 1.071e-05 [remove_dup_value]: 7.158e-05 [partial_unused_args_eliminate]: 3.28e-06 [environ_conv]: 1.11e-05 [add_recomputation]: 8.389e-05 [cse_after_recomputation]: 3.979e-05, [1] [Cycle 1]: 3.154e-05, [1] [cse]: 2.218e-05 [auto_monad_reorder]: 3.257e-05 [get_jit_bprop_graph]: 2.80997e-06 [rewriter_after_jit_bprop_graph]: 1.021e-05 [opt_after_jit_grad]: 0.00081063 [symbol_engine_optimizer]: 0.00011917, [1] [Cycle 1]: 0.00010976, [6] [build]: 1.049e-05 [elim_shapecalc]: 1.178e-05 [elim_not_effective]: 2.633e-05 [opt_reshape]: 9.67999e-06 [fold_const_symbol]: 1.513e-05 [renormalize]: 8.60018e-07 [validate]: 7.055e-05 Sums bootstrap : 0.000363s : 0.43% type_inference : 0.076685s : 90.26% event_method : 0.000015s : 0.02% auto_monad : 0.000200s : 0.23% graph_reusing : 0.000006s : 0.01% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000128s : 0.15% rewriter_before_opt_a : 0.000065s : 0.08% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000072s : 0.08% jit_opt_a.loop_unroll : 0.000030s : 0.04% jit_opt_a.a_1 : 0.000697s : 0.82% jit_opt_a.with_stream_mark : 0.000060s : 0.07% jit_opt_a.recompute_prepare : 0.000026s : 0.03% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.02% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000012s : 0.01% jit_opt_a.parameter_eliminate : 0.000004s : 0.01% jit_opt_a.specialize_transform : 0.000021s : 0.03% jit_opt_a.updatestate_useless_node_eliminater : 0.000027s : 0.03% jit_opt_a.accelerated_algorithm : 0.000018s : 0.02% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.02% jit_opt_a.merge_forward : 0.000014s : 0.02% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000045s : 0.05% jit_opt_a.j_node_and_user_rematch : 0.000029s : 0.03% jit_opt_a.meta_fg_expand : 0.000008s : 0.01% jit_opt_a.replace_old_param : 0.000029s : 0.03% jit_opt_a.inline_without_move : 0.000016s : 0.02% jit_opt_a.renormalize : 0.001675s : 1.97% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.02% jit_opt_a.auto_monad_grad : 0.000006s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000049s : 0.06% jit_opt_a.cse : 0.000086s : 0.10% jit_opt_a.replace_applicator : 0.000043s : 0.05% py_interpret_to_execute_after_opt_a : 0.000026s : 0.03% rewriter_after_opt_a : 0.001229s : 1.45% convert_after_rewriter : 0.000025s : 0.03% order_py_execute_after_rewriter : 0.000010s : 0.01% mutable_eliminate : 0.000998s : 1.17% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.03% jit_opt_b.inline_after_opt_a : 0.000033s : 0.04% cconv : 0.000056s : 0.07% loop_unroll : 0.000587s : 0.69% jit_opt_after_cconv.c_1 : 0.000119s : 0.14% jit_opt_after_cconv.parameter_eliminate : 0.000008s : 0.01% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000016s : 0.02% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.01% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.01% jit_opt_after_cconv.cse : 0.000062s : 0.07% jit_opt_after_cconv.call_graph_tuple_transform : 0.000028s : 0.03% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.01% 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 : 0.000011s : 0.01% remove_dup_value : 0.000072s : 0.08% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000011s : 0.01% add_recomputation : 0.000084s : 0.10% cse_after_recomputation.cse : 0.000022s : 0.03% auto_monad_reorder : 0.000033s : 0.04% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.01% opt_after_jit_grad : 0.000811s : 0.95% symbol_engine_optimizer.build : 0.000010s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000026s : 0.03% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.02% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000071s : 0.08% Time group info: ------[substitution.] 0.000260 43 4.62% : 0.000012s : 2: substitution.depend_value_elim 1.23% : 0.000003s : 4: substitution.elim_not_effective 0.85% : 0.000002s : 4: substitution.fold_const_symbol 3.13% : 0.000008s : 5: substitution.graph_param_transform 71.06% : 0.000185s : 2: substitution.inline 2.07% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.23% : 0.000008s : 8: substitution.remove_not_recompute_node 2.94% : 0.000008s : 2: substitution.replace_old_param 6.02% : 0.000016s : 3: substitution.updatestate_pure_node_eliminater 4.85% : 0.000013s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.076611 2 98.44% : 0.075417s : 1: type_inference.infer 1.56% : 0.001194s : 1: type_inference.specialize ------[replace.] 0.000041 2 100.00% : 0.000041s : 2: replace.inline ------[match.] 0.000182 2 100.00% : 0.000182s : 2: match.inline ------[predicate.] 0.000165 767 1.34% : 0.000002s : 11: predicate.accumulaten_eliminater 1.45% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 0.98% : 0.000002s : 11: predicate.addn_check_dump 1.15% : 0.000002s : 11: predicate.addn_zero_filter 2.09% : 0.000003s : 11: predicate.arithmetic_simplify 1.15% : 0.000002s : 11: predicate.cast_eliminate 0.52% : 0.000001s : 5: predicate.check_bprop_eliminate 0.96% : 0.000002s : 11: predicate.compare_switch_simplify 1.11% : 0.000002s : 11: predicate.depend_value_elim 1.03% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.03% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.02% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.09% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.49% : 0.000001s : 5: predicate.elim_not_effective 0.72% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.05% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.18% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.18% : 0.000002s : 11: predicate.environ_get_depend_swap 1.11% : 0.000002s : 11: predicate.environ_get_eliminate 1.00% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.27% : 0.000000s : 5: predicate.fold_const_symbol 1.25% : 0.000002s : 10: predicate.get_grad_eliminate 0.41% : 0.000001s : 5: predicate.graph_param_transform 5.69% : 0.000009s : 23: predicate.inline 1.25% : 0.000002s : 10: predicate.inline_without_move 0.46% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.57% : 0.000003s : 10: predicate.less_batch_normalization 1.11% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.99% : 0.000003s : 16: predicate.load_eliminater 3.17% : 0.000005s : 5: predicate.loop_unroll_after_grad 2.38% : 0.000004s : 20: predicate.loop_unroll_before_grad 2.19% : 0.000004s : 16: predicate.make_slice_get_slice_eliminator 0.84% : 0.000001s : 11: predicate.merge_addn 1.02% : 0.000002s : 11: predicate.minmaximum_grad 3.31% : 0.000005s : 5: predicate.mutable_eliminate 0.59% : 0.000001s : 5: predicate.opt_reshape 2.16% : 0.000004s : 16: predicate.partial_eliminate 1.06% : 0.000002s : 11: predicate.print_const_string_wrapper 1.30% : 0.000002s : 11: predicate.reduce_eliminate 1.29% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 1.09% : 0.000002s : 10: predicate.remove_not_recompute_node 1.91% : 0.000003s : 21: predicate.replace_applicator 1.10% : 0.000002s : 10: predicate.replace_old_param 1.02% : 0.000002s : 5: predicate.reset_defer_inline 1.06% : 0.000002s : 11: predicate.reshape_eliminate 1.08% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.11% : 0.000002s : 5: predicate.row_tensor_eliminate 0.96% : 0.000002s : 11: predicate.same_eliminate 0.77% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.28% : 0.000002s : 10: predicate.special_op_eliminate 1.23% : 0.000002s : 10: predicate.specialize_transform 1.31% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.57% : 0.000003s : 11: predicate.stack_unstack_eliminate 0.69% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.79% : 0.000003s : 13: predicate.switch_defer_inline 1.34% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.68% : 0.000009s : 38: predicate.switch_simplify 1.22% : 0.000002s : 11: predicate.tile_eliminate 1.09% : 0.000002s : 11: predicate.transpose_eliminate 1.74% : 0.000003s : 11: predicate.tuple_list_convert_item_index_to_positive 1.54% : 0.000003s : 11: predicate.tuple_list_get_item_depend_reorder 4.13% : 0.000007s : 21: predicate.tuple_list_get_item_eliminator 1.49% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 0.98% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.79% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.43% : 0.000006s : 26: predicate.updatestate_useless_node_eliminater 1.48% : 0.000002s : 11: predicate.value_based_eliminate 0.47% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.70% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000443 5 7.98% : 0.000035s : 1: func_graph_cloner_run.FuncGraphClonerGraph 92.02% : 0.000408s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.220119 72 0.04% : 0.000087s : 1: add_recomputation 0.09% : 0.000207s : 1: auto_monad 0.02% : 0.000036s : 1: auto_monad_reorder 0.18% : 0.000388s : 1: bootstrap 0.03% : 0.000059s : 1: cconv 0.01% : 0.000031s : 1: convert_after_rewriter 0.02% : 0.000043s : 1: cse_after_recomputation 0.01% : 0.000014s : 1: environ_conv 0.01% : 0.000020s : 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 61.26% : 0.134847s : 1: jit_opt_a 0.16% : 0.000354s : 1: jit_opt_after_cconv 0.04% : 0.000093s : 1: jit_opt_b 0.27% : 0.000600s : 1: loop_unroll 0.46% : 0.001016s : 1: mutable_eliminate 0.47% : 0.001028s : 26: opt.transform.jit_opt_a 0.07% : 0.000162s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000050s : 4: opt.transform.jit_opt_b 0.01% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.02% : 0.000036s : 1: opt.transform.mutable_eliminate 0.02% : 0.000042s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000059s : 4: opt.transform.symbol_engine_opt 0.38% : 0.000826s : 1: opt_after_jit_grad 0.01% : 0.000013s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.06% : 0.000131s : 1: py_interpret_to_execute 0.01% : 0.000029s : 1: py_interpret_to_execute_after_opt_a 0.03% : 0.000075s : 1: remove_dup_value 0.41% : 0.000910s : 1: renormalize.infer 0.34% : 0.000750s : 1: renormalize.specialize 0.01% : 0.000013s : 1: rewriter_after_jit_bprop_graph 0.56% : 0.001242s : 1: rewriter_after_opt_a 0.03% : 0.000069s : 1: rewriter_before_opt_a 0.06% : 0.000123s : 1: symbol_engine_optimizer 34.85% : 0.076704s : 1: type_inference TotalTime = 0.47892, [30] [bootstrap]: 0.00037139 [type_inference]: 0.302179 [event_method]: 0.0002455 [auto_monad]: 0.00036715 [graph_reusing]: 1.003e-05 [pre_auto_parallel]: 3.8e-06 [py_interpret_to_execute]: 5.523e-05 [rewriter_before_opt_a]: 0.0001627 [expand_dump_flag]: 4.35999e-06 [jit_opt_a]: 0.172257, [3] [Cycle 1]: 0.163393, [27] [switch_simplify]: 0.00024428 [loop_unroll]: 6.485e-05 [a_1]: 0.00209205 [with_stream_mark]: 4.35e-05 [recompute_prepare]: 3.091e-05 [updatestate_depend_eliminate]: 1.486e-05 [updatestate_assign_eliminate]: 1.119e-05 [updatestate_loads_eliminate]: 9.79999e-06 [parameter_eliminate]: 3.51001e-06 [specialize_transform]: 2.05e-05 [updatestate_useless_node_eliminater]: 2.512e-05 [accelerated_algorithm]: 1.912e-05 [meta_shard_fg_expand]: 6.41e-06 [get_grad_eliminate_]: 1.814e-05 [merge_forward]: 1.26e-05 [cell_reuse_recompute_pass]: 1.19e-06 [cell_reuse_handle_not_recompute_node_pass]: 0.0108238 [j_node_and_user_rematch]: 4.914e-05 [meta_fg_expand]: 0.0204483 [replace_old_param]: 0.00020453 [inline_without_move]: 0.00014413 [renormalize]: 0.127994 [add_forward_monad_depend]: 2.24e-05 [auto_monad_grad]: 1.371e-05 [auto_monad_eliminator]: 9.424e-05 [cse]: 0.00035377 [replace_applicator]: 0.00022182 [Cycle 2]: 0.00395972, [27] [switch_simplify]: 6.203e-05 [loop_unroll]: 5.651e-05 [a_1]: 0.00109945 [with_stream_mark]: 2.794e-05 [recompute_prepare]: 1.614e-05 [updatestate_depend_eliminate]: 3.123e-05 [updatestate_assign_eliminate]: 5.99e-06 [updatestate_loads_eliminate]: 5.20999e-06 [parameter_eliminate]: 2.68998e-06 [specialize_transform]: 1.086e-05 [updatestate_useless_node_eliminater]: 1.366e-05 [accelerated_algorithm]: 8.60999e-06 [meta_shard_fg_expand]: 3.51001e-06 [get_grad_eliminate_]: 1.003e-05 [merge_forward]: 5.54998e-06 [cell_reuse_recompute_pass]: 1.49e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.236e-05 [j_node_and_user_rematch]: 1.414e-05 [meta_fg_expand]: 0.00013656 [replace_old_param]: 1.774e-05 [inline_without_move]: 9.19e-06 [renormalize]: 0.00197154 [add_forward_monad_depend]: 8.47e-06 [auto_monad_grad]: 3.04999e-06 [auto_monad_eliminator]: 2.424e-05 [cse]: 0.00010127 [replace_applicator]: 8.037e-05 [Cycle 3]: 0.00053893, [27] [switch_simplify]: 1.108e-05 [loop_unroll]: 8.56997e-06 [a_1]: 0.00018752 [with_stream_mark]: 1.84e-05 [recompute_prepare]: 8.50999e-06 [updatestate_depend_eliminate]: 7.22002e-06 [updatestate_assign_eliminate]: 5.24e-06 [updatestate_loads_eliminate]: 4.94e-06 [parameter_eliminate]: 1.88997e-06 [specialize_transform]: 8.94e-06 [updatestate_useless_node_eliminater]: 1.182e-05 [accelerated_algorithm]: 8.37e-06 [meta_shard_fg_expand]: 3.00002e-06 [get_grad_eliminate_]: 8.22998e-06 [merge_forward]: 5.65001e-06 [cell_reuse_recompute_pass]: 2.66e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.041e-05 [j_node_and_user_rematch]: 1.296e-05 [meta_fg_expand]: 3.42002e-06 [replace_old_param]: 1.256e-05 [inline_without_move]: 7.61999e-06 [renormalize]: 8.9989e-08 [add_forward_monad_depend]: 1.74e-06 [auto_monad_grad]: 1.19003e-06 [auto_monad_eliminator]: 1.223e-05 [cse]: 2.899e-05 [replace_applicator]: 9.14e-06 [py_interpret_to_execute_after_opt_a]: 2.086e-05 [rewriter_after_opt_a]: 0.0002074 [convert_after_rewriter]: 9.87999e-06 [order_py_execute_after_rewriter]: 7.14001e-06 [mutable_eliminate]: 0.00087346 [jit_opt_b]: 7.53e-05, [1] [Cycle 1]: 6.633e-05, [2] [frontend_op_eliminate]: 2.678e-05 [inline_after_opt_a]: 2.568e-05 [cconv]: 3.443e-05 [loop_unroll]: 0.00056234 [jit_opt_after_cconv]: 0.00023605, [1] [Cycle 1]: 0.00022794, [11] [c_1]: 5.112e-05 [parameter_eliminate]: 4.00998e-06 [updatestate_depend_eliminate]: 1.119e-05 [updatestate_assign_eliminate]: 5.07999e-06 [updatestate_loads_eliminate]: 4.95999e-06 [cse]: 4.405e-05 [call_graph_tuple_transform]: 2.72e-05 [tuple_list_get_item_eliminator]: 9.39e-06 [none_parameter_eliminate]: 1.96e-06 [renormalize]: 9.00007e-07 [switch_simplify]: 9.42999e-06 [remove_dup_value]: 6.086e-05 [partial_unused_args_eliminate]: 2.86999e-06 [environ_conv]: 8.65001e-06 [add_recomputation]: 7.571e-05 [cse_after_recomputation]: 3.548e-05, [1] [Cycle 1]: 2.737e-05, [1] [cse]: 2.108e-05 [auto_monad_reorder]: 3.096e-05 [get_jit_bprop_graph]: 2.39999e-06 [rewriter_after_jit_bprop_graph]: 5.81e-06 [opt_after_jit_grad]: 0.00059912 [symbol_engine_optimizer]: 0.00010506, [1] [Cycle 1]: 9.764e-05, [6] [build]: 6.74001e-06 [elim_shapecalc]: 1.306e-05 [elim_not_effective]: 2.016e-05 [opt_reshape]: 1.053e-05 [fold_const_symbol]: 1.471e-05 [renormalize]: 3.09985e-07 [validate]: 5.945e-05 Sums bootstrap : 0.000371s : 0.08% type_inference : 0.302179s : 63.83% event_method : 0.000245s : 0.05% auto_monad : 0.000367s : 0.08% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000055s : 0.01% rewriter_before_opt_a : 0.000163s : 0.03% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000317s : 0.07% jit_opt_a.loop_unroll : 0.000130s : 0.03% jit_opt_a.a_1 : 0.003379s : 0.71% jit_opt_a.with_stream_mark : 0.000090s : 0.02% jit_opt_a.recompute_prepare : 0.000056s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000053s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000022s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000020s : 0.00% jit_opt_a.parameter_eliminate : 0.000008s : 0.00% jit_opt_a.specialize_transform : 0.000040s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000051s : 0.01% jit_opt_a.accelerated_algorithm : 0.000036s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000013s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.01% jit_opt_a.merge_forward : 0.000024s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.010867s : 2.30% jit_opt_a.j_node_and_user_rematch : 0.000076s : 0.02% jit_opt_a.meta_fg_expand : 0.020588s : 4.35% jit_opt_a.replace_old_param : 0.000235s : 0.05% jit_opt_a.inline_without_move : 0.000161s : 0.03% jit_opt_a.renormalize : 0.129966s : 27.45% jit_opt_a.add_forward_monad_depend : 0.000033s : 0.01% jit_opt_a.auto_monad_grad : 0.000018s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000131s : 0.03% jit_opt_a.cse : 0.000484s : 0.10% jit_opt_a.replace_applicator : 0.000311s : 0.07% py_interpret_to_execute_after_opt_a : 0.000021s : 0.00% rewriter_after_opt_a : 0.000207s : 0.04% convert_after_rewriter : 0.000010s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000873s : 0.18% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.01% jit_opt_b.inline_after_opt_a : 0.000026s : 0.01% cconv : 0.000034s : 0.01% loop_unroll : 0.000562s : 0.12% jit_opt_after_cconv.c_1 : 0.000051s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000011s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000044s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000027s : 0.01% 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 : 0.000009s : 0.00% remove_dup_value : 0.000061s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000076s : 0.02% cse_after_recomputation.cse : 0.000021s : 0.00% auto_monad_reorder : 0.000031s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000599s : 0.13% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000059s : 0.01% Time group info: ------[substitution.] 0.002014 170 1.24% : 0.000025s : 8: substitution.depend_value_elim 0.14% : 0.000003s : 4: substitution.elim_not_effective 0.12% : 0.000002s : 4: substitution.fold_const_symbol 40.85% : 0.000823s : 4: substitution.getattr_setattr_resolve 0.42% : 0.000008s : 5: substitution.graph_param_transform 39.92% : 0.000804s : 15: substitution.inline 2.91% : 0.000059s : 4: substitution.inline_without_move 0.86% : 0.000017s : 20: substitution.j_node_and_user_rematch 0.47% : 0.000009s : 5: substitution.minmaximum_grad 0.46% : 0.000009s : 9: substitution.partial_eliminate 1.20% : 0.000024s : 20: substitution.remove_not_recompute_node 2.85% : 0.000057s : 12: substitution.replace_applicator 1.09% : 0.000022s : 17: substitution.replace_old_param 0.18% : 0.000004s : 1: substitution.set_cell_output_no_recompute 0.86% : 0.000017s : 3: substitution.switch_simplify 1.19% : 0.000024s : 5: substitution.tuple_list_convert_item_index_to_positive 0.74% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 1.77% : 0.000036s : 8: substitution.tuple_list_get_item_eliminator 0.98% : 0.000020s : 8: substitution.updatestate_pure_node_eliminater 1.75% : 0.000035s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.302051 2 98.75% : 0.298263s : 1: type_inference.infer 1.25% : 0.003788s : 1: type_inference.specialize ------[replace.] 0.000468 26 14.63% : 0.000069s : 3: replace.getattr_setattr_resolve 32.00% : 0.000150s : 15: replace.inline 11.96% : 0.000056s : 1: replace.replace_applicator 16.74% : 0.000078s : 3: replace.switch_simplify 19.40% : 0.000091s : 3: replace.tuple_list_get_item_eliminator 5.28% : 0.000025s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001619 26 47.65% : 0.000772s : 3: match.getattr_setattr_resolve 48.96% : 0.000793s : 15: match.inline 1.04% : 0.000017s : 1: match.replace_applicator 0.92% : 0.000015s : 3: match.switch_simplify 0.52% : 0.000008s : 3: match.tuple_list_get_item_eliminator 0.91% : 0.000015s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000514 3150 1.43% : 0.000007s : 50: predicate.accumulaten_eliminater 0.43% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.38% : 0.000007s : 50: predicate.addn_check_dump 1.42% : 0.000007s : 50: predicate.addn_zero_filter 2.05% : 0.000011s : 50: predicate.arithmetic_simplify 1.58% : 0.000008s : 50: predicate.cast_eliminate 0.15% : 0.000001s : 5: predicate.check_bprop_eliminate 1.42% : 0.000007s : 50: predicate.compare_switch_simplify 1.47% : 0.000008s : 50: predicate.depend_value_elim 1.29% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.34% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.34% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.32% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 5: predicate.elim_not_effective 0.25% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.31% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.27% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.34% : 0.000007s : 50: predicate.environ_get_depend_swap 1.40% : 0.000007s : 50: predicate.environ_get_eliminate 1.25% : 0.000006s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 0.89% : 0.000005s : 26: predicate.get_grad_eliminate 1.44% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.10% : 0.000001s : 5: predicate.graph_param_transform 4.30% : 0.000022s : 79: predicate.inline 3.11% : 0.000016s : 87: predicate.inline_without_move 0.38% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.07% : 0.000006s : 26: predicate.less_batch_normalization 1.48% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.60% : 0.000008s : 58: predicate.load_eliminater 0.50% : 0.000003s : 5: predicate.loop_unroll_after_grad 3.95% : 0.000020s : 127: predicate.loop_unroll_before_grad 1.75% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.25% : 0.000006s : 50: predicate.merge_addn 1.30% : 0.000007s : 50: predicate.minmaximum_grad 0.62% : 0.000003s : 5: predicate.mutable_eliminate 0.22% : 0.000001s : 5: predicate.opt_reshape 2.03% : 0.000010s : 58: predicate.partial_eliminate 1.41% : 0.000007s : 50: predicate.print_const_string_wrapper 1.78% : 0.000009s : 50: predicate.reduce_eliminate 1.55% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.60% : 0.000003s : 26: predicate.remove_not_recompute_node 2.68% : 0.000014s : 126: predicate.replace_applicator 1.58% : 0.000008s : 87: predicate.replace_old_param 0.11% : 0.000001s : 5: predicate.reset_defer_inline 1.42% : 0.000007s : 50: predicate.reshape_eliminate 1.47% : 0.000008s : 50: predicate.row_tensor_add_zeros_like 0.34% : 0.000002s : 5: predicate.row_tensor_eliminate 1.48% : 0.000008s : 50: predicate.same_eliminate 0.57% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.39% : 0.000002s : 10: predicate.special_op_eliminate 1.00% : 0.000005s : 26: predicate.specialize_transform 1.74% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.52% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.17% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.61% : 0.000013s : 69: predicate.switch_defer_inline 2.10% : 0.000011s : 69: predicate.switch_layer_defer_inline 7.30% : 0.000037s : 207: predicate.switch_simplify 1.59% : 0.000008s : 50: predicate.tile_eliminate 1.41% : 0.000007s : 50: predicate.transpose_eliminate 1.70% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.66% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 3.22% : 0.000017s : 63: predicate.tuple_list_get_item_eliminator 1.96% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.46% : 0.000007s : 53: predicate.tuple_to_list_eliminator_ 1.65% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.81% : 0.000014s : 85: predicate.updatestate_useless_node_eliminater 1.73% : 0.000009s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.25% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.016908 44 89.67% : 0.015161s : 18: func_graph_cloner_run.FuncGraphClonerGraph 10.33% : 0.001747s : 26: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.614807 89 0.01% : 0.000079s : 1: add_recomputation 0.06% : 0.000379s : 1: auto_monad 0.01% : 0.000034s : 1: auto_monad_reorder 0.07% : 0.000401s : 1: bootstrap 0.01% : 0.000037s : 1: cconv 0.00% : 0.000013s : 1: convert_after_rewriter 0.01% : 0.000038s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.04% : 0.000256s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 28.02% : 0.172262s : 1: jit_opt_a 0.04% : 0.000239s : 1: jit_opt_after_cconv 0.01% : 0.000078s : 1: jit_opt_b 0.09% : 0.000572s : 1: loop_unroll 0.14% : 0.000883s : 1: mutable_eliminate 0.79% : 0.004864s : 39: opt.transform.jit_opt_a 0.02% : 0.000093s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000045s : 4: opt.transform.jit_opt_b 0.00% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000022s : 1: opt.transform.mutable_eliminate 0.01% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.16% : 0.000959s : 2: opt.transform.opt_resolve 0.01% : 0.000054s : 4: opt.transform.symbol_engine_opt 0.10% : 0.000610s : 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% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000058s : 1: py_interpret_to_execute 0.00% : 0.000024s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000065s : 1: remove_dup_value 20.40% : 0.125416s : 2: renormalize.infer 0.73% : 0.004516s : 2: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000211s : 1: rewriter_after_opt_a 0.03% : 0.000167s : 1: rewriter_before_opt_a 0.02% : 0.000108s : 1: symbol_engine_optimizer 49.15% : 0.302202s : 1: type_inference TotalTime = 0.209689, [30] [bootstrap]: 0.00038343 [type_inference]: 0.18496 [event_method]: 2.014e-05 [auto_monad]: 0.00019199 [graph_reusing]: 8.35001e-06 [pre_auto_parallel]: 2.71e-06 [py_interpret_to_execute]: 0.00015751 [rewriter_before_opt_a]: 6.939e-05 [expand_dump_flag]: 3.46001e-06 [jit_opt_a]: 0.0187659, [2] [Cycle 1]: 0.0134588, [27] [switch_simplify]: 9.237e-05 [loop_unroll]: 1.91e-05 [a_1]: 0.00048298 [with_stream_mark]: 3.387e-05 [recompute_prepare]: 1.395e-05 [updatestate_depend_eliminate]: 8.90999e-06 [updatestate_assign_eliminate]: 5.98002e-06 [updatestate_loads_eliminate]: 8.85999e-06 [parameter_eliminate]: 2.74001e-06 [specialize_transform]: 1.352e-05 [updatestate_useless_node_eliminater]: 1.437e-05 [accelerated_algorithm]: 8.79e-06 [meta_shard_fg_expand]: 3.63999e-06 [get_grad_eliminate_]: 8.97e-06 [merge_forward]: 7.43999e-06 [cell_reuse_recompute_pass]: 1.47001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.311e-05 [j_node_and_user_rematch]: 1.466e-05 [meta_fg_expand]: 3.9e-06 [replace_old_param]: 1.451e-05 [inline_without_move]: 9.39998e-06 [renormalize]: 0.0122261 [add_forward_monad_depend]: 1.318e-05 [auto_monad_grad]: 2.85002e-06 [auto_monad_eliminator]: 3.632e-05 [cse]: 5.344e-05 [replace_applicator]: 3.277e-05 [Cycle 2]: 0.00057646, [27] [switch_simplify]: 1.068e-05 [loop_unroll]: 9.37999e-06 [a_1]: 0.00020278 [with_stream_mark]: 2.061e-05 [recompute_prepare]: 8.45999e-06 [updatestate_depend_eliminate]: 6.34001e-06 [updatestate_assign_eliminate]: 6.64001e-06 [updatestate_loads_eliminate]: 4.99998e-06 [parameter_eliminate]: 2.19999e-06 [specialize_transform]: 9.16998e-06 [updatestate_useless_node_eliminater]: 1.083e-05 [accelerated_algorithm]: 9.42001e-06 [meta_shard_fg_expand]: 3.3e-06 [get_grad_eliminate_]: 8.50001e-06 [merge_forward]: 6.14001e-06 [cell_reuse_recompute_pass]: 3.38999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.05e-05 [j_node_and_user_rematch]: 1.4e-05 [meta_fg_expand]: 3.73001e-06 [replace_old_param]: 1.372e-05 [inline_without_move]: 7.98001e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.26e-06 [auto_monad_grad]: 1.14e-06 [auto_monad_eliminator]: 1.44e-05 [cse]: 2.473e-05 [replace_applicator]: 9.52999e-06 [py_interpret_to_execute_after_opt_a]: 2.276e-05 [rewriter_after_opt_a]: 0.00119086 [convert_after_rewriter]: 7.489e-05 [order_py_execute_after_rewriter]: 1.312e-05 [mutable_eliminate]: 0.00092118 [jit_opt_b]: 0.00016744, [1] [Cycle 1]: 0.00015473, [2] [frontend_op_eliminate]: 9.799e-05 [inline_after_opt_a]: 3.222e-05 [cconv]: 4.425e-05 [loop_unroll]: 0.00071377 [jit_opt_after_cconv]: 0.00043286, [1] [Cycle 1]: 0.00042185, [11] [c_1]: 6.562e-05 [parameter_eliminate]: 5.56e-06 [updatestate_depend_eliminate]: 1.543e-05 [updatestate_assign_eliminate]: 5.28002e-06 [updatestate_loads_eliminate]: 5.86e-06 [cse]: 0.00012905 [call_graph_tuple_transform]: 9.409e-05 [tuple_list_get_item_eliminator]: 1.204e-05 [none_parameter_eliminate]: 2.96001e-06 [renormalize]: 6.80011e-07 [switch_simplify]: 1.044e-05 [remove_dup_value]: 7.289e-05 [partial_unused_args_eliminate]: 3.45998e-06 [environ_conv]: 9.73998e-06 [add_recomputation]: 8.613e-05 [cse_after_recomputation]: 3.709e-05, [1] [Cycle 1]: 2.793e-05, [1] [cse]: 2.041e-05 [auto_monad_reorder]: 3.051e-05 [get_jit_bprop_graph]: 2.19001e-06 [rewriter_after_jit_bprop_graph]: 9.62999e-06 [opt_after_jit_grad]: 0.00082573 [symbol_engine_optimizer]: 0.00011696, [1] [Cycle 1]: 0.00010602, [6] [build]: 8.63001e-06 [elim_shapecalc]: 1.231e-05 [elim_not_effective]: 2.495e-05 [opt_reshape]: 1.031e-05 [fold_const_symbol]: 1.508e-05 [renormalize]: 1.05999e-06 [validate]: 6.535e-05 Sums bootstrap : 0.000383s : 0.19% type_inference : 0.184960s : 90.65% event_method : 0.000020s : 0.01% auto_monad : 0.000192s : 0.09% graph_reusing : 0.000008s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000158s : 0.08% rewriter_before_opt_a : 0.000069s : 0.03% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000103s : 0.05% jit_opt_a.loop_unroll : 0.000028s : 0.01% jit_opt_a.a_1 : 0.000686s : 0.34% jit_opt_a.with_stream_mark : 0.000054s : 0.03% jit_opt_a.recompute_prepare : 0.000022s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000013s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000014s : 0.01% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000023s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000025s : 0.01% jit_opt_a.accelerated_algorithm : 0.000018s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000007s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.01% jit_opt_a.merge_forward : 0.000014s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000044s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000029s : 0.01% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000028s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.01% jit_opt_a.renormalize : 0.012226s : 5.99% jit_opt_a.add_forward_monad_depend : 0.000015s : 0.01% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000051s : 0.02% jit_opt_a.cse : 0.000078s : 0.04% jit_opt_a.replace_applicator : 0.000042s : 0.02% py_interpret_to_execute_after_opt_a : 0.000023s : 0.01% rewriter_after_opt_a : 0.001191s : 0.58% convert_after_rewriter : 0.000075s : 0.04% order_py_execute_after_rewriter : 0.000013s : 0.01% mutable_eliminate : 0.000921s : 0.45% jit_opt_b.frontend_op_eliminate : 0.000098s : 0.05% jit_opt_b.inline_after_opt_a : 0.000032s : 0.02% cconv : 0.000044s : 0.02% loop_unroll : 0.000714s : 0.35% jit_opt_after_cconv.c_1 : 0.000066s : 0.03% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000015s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000129s : 0.06% jit_opt_after_cconv.call_graph_tuple_transform : 0.000094s : 0.05% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000012s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.renormalize : 0.000001s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000010s : 0.01% remove_dup_value : 0.000073s : 0.04% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000086s : 0.04% cse_after_recomputation.cse : 0.000020s : 0.01% auto_monad_reorder : 0.000031s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000826s : 0.40% symbol_engine_optimizer.build : 0.000009s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000065s : 0.03% Time group info: ------[substitution.] 0.000311 43 4.15% : 0.000013s : 2: substitution.depend_value_elim 1.09% : 0.000003s : 4: substitution.elim_not_effective 0.85% : 0.000003s : 4: substitution.fold_const_symbol 20.83% : 0.000065s : 5: substitution.graph_param_transform 57.05% : 0.000178s : 2: substitution.inline 1.58% : 0.000005s : 8: substitution.j_node_and_user_rematch 2.64% : 0.000008s : 8: substitution.remove_not_recompute_node 2.36% : 0.000007s : 2: substitution.replace_old_param 5.30% : 0.000017s : 3: substitution.updatestate_pure_node_eliminater 4.14% : 0.000013s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.184871 2 99.24% : 0.183471s : 1: type_inference.infer 0.76% : 0.001400s : 1: type_inference.specialize ------[replace.] 0.000041 2 100.00% : 0.000041s : 2: replace.inline ------[match.] 0.000175 2 100.00% : 0.000175s : 2: match.inline ------[predicate.] 0.000164 767 1.14% : 0.000002s : 11: predicate.accumulaten_eliminater 2.29% : 0.000004s : 5: predicate.ad_related_special_op_eliminate 1.01% : 0.000002s : 11: predicate.addn_check_dump 1.21% : 0.000002s : 11: predicate.addn_zero_filter 2.09% : 0.000003s : 11: predicate.arithmetic_simplify 1.10% : 0.000002s : 11: predicate.cast_eliminate 0.51% : 0.000001s : 5: predicate.check_bprop_eliminate 0.86% : 0.000001s : 11: predicate.compare_switch_simplify 1.18% : 0.000002s : 11: predicate.depend_value_elim 1.10% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.16% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.08% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.58% : 0.000003s : 5: predicate.dumpgradient_eliminate 0.51% : 0.000001s : 5: predicate.elim_not_effective 0.80% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.06% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.34% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.18% : 0.000002s : 11: predicate.environ_get_depend_swap 1.02% : 0.000002s : 11: predicate.environ_get_eliminate 1.12% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.29% : 0.000000s : 5: predicate.fold_const_symbol 1.28% : 0.000002s : 10: predicate.get_grad_eliminate 0.46% : 0.000001s : 5: predicate.graph_param_transform 5.13% : 0.000008s : 23: predicate.inline 1.30% : 0.000002s : 10: predicate.inline_without_move 0.45% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.51% : 0.000002s : 10: predicate.less_batch_normalization 1.13% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.66% : 0.000003s : 16: predicate.load_eliminater 2.78% : 0.000005s : 5: predicate.loop_unroll_after_grad 2.45% : 0.000004s : 20: predicate.loop_unroll_before_grad 2.15% : 0.000004s : 16: predicate.make_slice_get_slice_eliminator 0.89% : 0.000001s : 11: predicate.merge_addn 0.93% : 0.000002s : 11: predicate.minmaximum_grad 2.44% : 0.000004s : 5: predicate.mutable_eliminate 0.69% : 0.000001s : 5: predicate.opt_reshape 1.95% : 0.000003s : 16: predicate.partial_eliminate 1.32% : 0.000002s : 11: predicate.print_const_string_wrapper 1.79% : 0.000003s : 11: predicate.reduce_eliminate 1.14% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 1.05% : 0.000002s : 10: predicate.remove_not_recompute_node 1.78% : 0.000003s : 21: predicate.replace_applicator 0.90% : 0.000001s : 10: predicate.replace_old_param 0.42% : 0.000001s : 5: predicate.reset_defer_inline 1.39% : 0.000002s : 11: predicate.reshape_eliminate 1.04% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.35% : 0.000002s : 5: predicate.row_tensor_eliminate 1.07% : 0.000002s : 11: predicate.same_eliminate 0.59% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.33% : 0.000002s : 10: predicate.special_op_eliminate 1.48% : 0.000002s : 10: predicate.specialize_transform 1.50% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.23% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.64% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.55% : 0.000003s : 13: predicate.switch_defer_inline 1.41% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.60% : 0.000009s : 38: predicate.switch_simplify 1.08% : 0.000002s : 11: predicate.tile_eliminate 1.11% : 0.000002s : 11: predicate.transpose_eliminate 1.38% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.29% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 4.29% : 0.000007s : 21: predicate.tuple_list_get_item_eliminator 1.58% : 0.000003s : 11: predicate.tuple_list_set_item_eliminator 1.29% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.47% : 0.000002s : 16: predicate.updatestate_pure_node_eliminater 3.69% : 0.000006s : 26: predicate.updatestate_useless_node_eliminater 1.93% : 0.000003s : 11: predicate.value_based_eliminate 0.58% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.88% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000516 5 5.32% : 0.000027s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.68% : 0.000488s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.223245 72 0.04% : 0.000090s : 1: add_recomputation 0.09% : 0.000198s : 1: auto_monad 0.01% : 0.000033s : 1: auto_monad_reorder 0.18% : 0.000411s : 1: bootstrap 0.02% : 0.000047s : 1: cconv 0.04% : 0.000084s : 1: convert_after_rewriter 0.02% : 0.000040s : 1: cse_after_recomputation 0.01% : 0.000012s : 1: environ_conv 0.01% : 0.000026s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000012s : 1: graph_reusing 8.41% : 0.018771s : 1: jit_opt_a 0.20% : 0.000437s : 1: jit_opt_after_cconv 0.08% : 0.000171s : 1: jit_opt_b 0.33% : 0.000727s : 1: loop_unroll 0.42% : 0.000938s : 1: mutable_eliminate 0.47% : 0.001041s : 26: opt.transform.jit_opt_a 0.08% : 0.000177s : 4: opt.transform.jit_opt_after_cconv 0.05% : 0.000119s : 4: opt.transform.jit_opt_b 0.01% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000031s : 1: opt.transform.mutable_eliminate 0.02% : 0.000047s : 1: opt.transform.opt_after_jit_grad 0.03% : 0.000058s : 4: opt.transform.symbol_engine_opt 0.38% : 0.000845s : 1: opt_after_jit_grad 0.01% : 0.000017s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.07% : 0.000162s : 1: py_interpret_to_execute 0.01% : 0.000026s : 1: py_interpret_to_execute_after_opt_a 0.03% : 0.000077s : 1: remove_dup_value 5.12% : 0.011431s : 1: renormalize.infer 0.35% : 0.000777s : 1: renormalize.specialize 0.01% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.54% : 0.001204s : 1: rewriter_after_opt_a 0.03% : 0.000074s : 1: rewriter_before_opt_a 0.05% : 0.000120s : 1: symbol_engine_optimizer 82.86% : 0.184981s : 1: type_inference TotalTime = 0.539714, [30] [bootstrap]: 0.00035746 [type_inference]: 0.333006 [event_method]: 0.00034294 [auto_monad]: 0.00030408 [graph_reusing]: 1.104e-05 [pre_auto_parallel]: 4.20999e-06 [py_interpret_to_execute]: 7.713e-05 [rewriter_before_opt_a]: 0.00016689 [expand_dump_flag]: 4.33001e-06 [jit_opt_a]: 0.201868, [3] [Cycle 1]: 0.19214, [27] [switch_simplify]: 0.000338 [loop_unroll]: 6.251e-05 [a_1]: 0.105399 [with_stream_mark]: 8.519e-05 [recompute_prepare]: 6.195e-05 [updatestate_depend_eliminate]: 1.754e-05 [updatestate_assign_eliminate]: 1.169e-05 [updatestate_loads_eliminate]: 1.096e-05 [parameter_eliminate]: 4.87e-06 [specialize_transform]: 2.247e-05 [updatestate_useless_node_eliminater]: 2.869e-05 [accelerated_algorithm]: 2.079e-05 [meta_shard_fg_expand]: 1.475e-05 [get_grad_eliminate_]: 1.907e-05 [merge_forward]: 1.326e-05 [cell_reuse_recompute_pass]: 1.32e-06 [cell_reuse_handle_not_recompute_node_pass]: 0.00011534 [j_node_and_user_rematch]: 3.631e-05 [meta_fg_expand]: 0.00712829 [replace_old_param]: 0.00014166 [inline_without_move]: 0.00012893 [renormalize]: 0.0771352 [add_forward_monad_depend]: 2.978e-05 [auto_monad_grad]: 1.969e-05 [auto_monad_eliminator]: 0.00011521 [cse]: 0.00048477 [replace_applicator]: 0.00027114 [Cycle 2]: 0.00451249, [27] [switch_simplify]: 6.604e-05 [loop_unroll]: 5.86e-05 [a_1]: 0.00123326 [with_stream_mark]: 3.811e-05 [recompute_prepare]: 2.027e-05 [updatestate_depend_eliminate]: 4.201e-05 [updatestate_assign_eliminate]: 7.35998e-06 [updatestate_loads_eliminate]: 5.57001e-06 [parameter_eliminate]: 3.75998e-06 [specialize_transform]: 1.271e-05 [updatestate_useless_node_eliminater]: 1.614e-05 [accelerated_algorithm]: 1.014e-05 [meta_shard_fg_expand]: 3.77998e-06 [get_grad_eliminate_]: 1.018e-05 [merge_forward]: 7.84002e-06 [cell_reuse_recompute_pass]: 1.40001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.517e-05 [j_node_and_user_rematch]: 1.517e-05 [meta_fg_expand]: 0.00018992 [replace_old_param]: 2.754e-05 [inline_without_move]: 1.045e-05 [renormalize]: 0.0022429 [add_forward_monad_depend]: 2.624e-05 [auto_monad_grad]: 3.06001e-06 [auto_monad_eliminator]: 2.815e-05 [cse]: 0.00012502 [replace_applicator]: 3.198e-05 [Cycle 3]: 0.00062472, [27] [switch_simplify]: 1.091e-05 [loop_unroll]: 9.97001e-06 [a_1]: 0.0002003 [with_stream_mark]: 2.171e-05 [recompute_prepare]: 1.119e-05 [updatestate_depend_eliminate]: 8.92e-06 [updatestate_assign_eliminate]: 6.67002e-06 [updatestate_loads_eliminate]: 5.76998e-06 [parameter_eliminate]: 2.03002e-06 [specialize_transform]: 9.59e-06 [updatestate_useless_node_eliminater]: 1.289e-05 [accelerated_algorithm]: 9.75002e-06 [meta_shard_fg_expand]: 4.47e-06 [get_grad_eliminate_]: 8.69e-06 [merge_forward]: 6.12001e-06 [cell_reuse_recompute_pass]: 3.34001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.338e-05 [j_node_and_user_rematch]: 1.442e-05 [meta_fg_expand]: 3.51001e-06 [replace_old_param]: 1.534e-05 [inline_without_move]: 8.22998e-06 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 1.524e-05 [auto_monad_grad]: 2.07001e-06 [auto_monad_eliminator]: 1.561e-05 [cse]: 3.695e-05 [replace_applicator]: 1.219e-05 [py_interpret_to_execute_after_opt_a]: 2.443e-05 [rewriter_after_opt_a]: 0.00024723 [convert_after_rewriter]: 1.307e-05 [order_py_execute_after_rewriter]: 8.13999e-06 [mutable_eliminate]: 0.0010814 [jit_opt_b]: 8.211e-05, [1] [Cycle 1]: 7.248e-05, [2] [frontend_op_eliminate]: 2.792e-05 [inline_after_opt_a]: 2.9e-05 [cconv]: 4.565e-05 [loop_unroll]: 0.00051351 [jit_opt_after_cconv]: 0.00029859, [1] [Cycle 1]: 0.00029047, [11] [c_1]: 5.582e-05 [parameter_eliminate]: 6.11998e-06 [updatestate_depend_eliminate]: 1.445e-05 [updatestate_assign_eliminate]: 5.39e-06 [updatestate_loads_eliminate]: 5.05999e-06 [cse]: 4.288e-05 [call_graph_tuple_transform]: 3.255e-05 [tuple_list_get_item_eliminator]: 9.59999e-06 [none_parameter_eliminate]: 2.29001e-06 [renormalize]: 5.50004e-07 [switch_simplify]: 1.172e-05 [remove_dup_value]: 6.85e-05 [partial_unused_args_eliminate]: 2.86e-06 [environ_conv]: 9.12999e-06 [add_recomputation]: 8.378e-05 [cse_after_recomputation]: 3.488e-05, [1] [Cycle 1]: 2.726e-05, [1] [cse]: 2.041e-05 [auto_monad_reorder]: 2.766e-05 [get_jit_bprop_graph]: 2.52001e-06 [rewriter_after_jit_bprop_graph]: 6.06e-06 [opt_after_jit_grad]: 0.00053678 [symbol_engine_optimizer]: 0.00015448, [1] [Cycle 1]: 0.00014556, [6] [build]: 6.35002e-06 [elim_shapecalc]: 1.921e-05 [elim_not_effective]: 2.242e-05 [opt_reshape]: 1.06e-05 [fold_const_symbol]: 1.604e-05 [renormalize]: 2.9002e-07 [validate]: 5.794e-05 Sums bootstrap : 0.000357s : 0.07% type_inference : 0.333006s : 62.38% event_method : 0.000343s : 0.06% auto_monad : 0.000304s : 0.06% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000077s : 0.01% rewriter_before_opt_a : 0.000167s : 0.03% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000415s : 0.08% jit_opt_a.loop_unroll : 0.000131s : 0.02% jit_opt_a.a_1 : 0.106832s : 20.01% jit_opt_a.with_stream_mark : 0.000145s : 0.03% jit_opt_a.recompute_prepare : 0.000093s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000068s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000026s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000022s : 0.00% jit_opt_a.parameter_eliminate : 0.000011s : 0.00% jit_opt_a.specialize_transform : 0.000045s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000058s : 0.01% jit_opt_a.accelerated_algorithm : 0.000041s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000023s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000038s : 0.01% jit_opt_a.merge_forward : 0.000027s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000164s : 0.03% jit_opt_a.j_node_and_user_rematch : 0.000066s : 0.01% jit_opt_a.meta_fg_expand : 0.007322s : 1.37% jit_opt_a.replace_old_param : 0.000185s : 0.03% jit_opt_a.inline_without_move : 0.000148s : 0.03% jit_opt_a.renormalize : 0.079378s : 14.87% jit_opt_a.add_forward_monad_depend : 0.000071s : 0.01% jit_opt_a.auto_monad_grad : 0.000025s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000159s : 0.03% jit_opt_a.cse : 0.000647s : 0.12% jit_opt_a.replace_applicator : 0.000315s : 0.06% py_interpret_to_execute_after_opt_a : 0.000024s : 0.00% rewriter_after_opt_a : 0.000247s : 0.05% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.001081s : 0.20% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.01% jit_opt_b.inline_after_opt_a : 0.000029s : 0.01% cconv : 0.000046s : 0.01% loop_unroll : 0.000514s : 0.10% jit_opt_after_cconv.c_1 : 0.000056s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000014s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000043s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000033s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 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 : 0.000012s : 0.00% remove_dup_value : 0.000069s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000084s : 0.02% cse_after_recomputation.cse : 0.000020s : 0.00% auto_monad_reorder : 0.000028s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000537s : 0.10% symbol_engine_optimizer.build : 0.000006s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000019s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000016s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000058s : 0.01% Time group info: ------[substitution.] 0.002011 170 1.35% : 0.000027s : 8: substitution.depend_value_elim 0.17% : 0.000003s : 4: substitution.elim_not_effective 0.12% : 0.000002s : 4: substitution.fold_const_symbol 41.14% : 0.000827s : 4: substitution.getattr_setattr_resolve 0.45% : 0.000009s : 5: substitution.graph_param_transform 38.79% : 0.000780s : 15: substitution.inline 2.14% : 0.000043s : 4: substitution.inline_without_move 0.65% : 0.000013s : 20: substitution.j_node_and_user_rematch 0.58% : 0.000012s : 5: substitution.minmaximum_grad 0.54% : 0.000011s : 9: substitution.partial_eliminate 0.79% : 0.000016s : 20: substitution.remove_not_recompute_node 3.40% : 0.000068s : 12: substitution.replace_applicator 1.06% : 0.000021s : 17: substitution.replace_old_param 0.42% : 0.000008s : 1: substitution.set_cell_output_no_recompute 1.02% : 0.000021s : 3: substitution.switch_simplify 1.18% : 0.000024s : 5: substitution.tuple_list_convert_item_index_to_positive 0.83% : 0.000017s : 5: substitution.tuple_list_get_item_depend_reorder 1.95% : 0.000039s : 8: substitution.tuple_list_get_item_eliminator 1.19% : 0.000024s : 8: substitution.updatestate_pure_node_eliminater 2.25% : 0.000045s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.332800 2 95.39% : 0.317457s : 1: type_inference.infer 4.61% : 0.015343s : 1: type_inference.specialize ------[replace.] 0.000573 26 11.54% : 0.000066s : 3: replace.getattr_setattr_resolve 31.71% : 0.000182s : 15: replace.inline 13.12% : 0.000075s : 1: replace.replace_applicator 16.97% : 0.000097s : 3: replace.switch_simplify 21.22% : 0.000122s : 3: replace.tuple_list_get_item_eliminator 5.43% : 0.000031s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001611 26 48.26% : 0.000778s : 3: match.getattr_setattr_resolve 47.63% : 0.000768s : 15: match.inline 1.35% : 0.000022s : 1: match.replace_applicator 1.10% : 0.000018s : 3: match.switch_simplify 0.52% : 0.000008s : 3: match.tuple_list_get_item_eliminator 1.14% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000530 3150 1.37% : 0.000007s : 50: predicate.accumulaten_eliminater 0.38% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.20% : 0.000006s : 50: predicate.addn_check_dump 1.35% : 0.000007s : 50: predicate.addn_zero_filter 2.00% : 0.000011s : 50: predicate.arithmetic_simplify 1.50% : 0.000008s : 50: predicate.cast_eliminate 0.23% : 0.000001s : 5: predicate.check_bprop_eliminate 1.19% : 0.000006s : 50: predicate.compare_switch_simplify 1.38% : 0.000007s : 50: predicate.depend_value_elim 1.24% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.34% : 0.000007s : 50: predicate.dict_get_item_eliminator 1.22% : 0.000006s : 50: predicate.dict_set_item_eliminator 0.32% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.15% : 0.000001s : 5: predicate.elim_not_effective 0.44% : 0.000002s : 5: predicate.elim_shapecalc_of_broadcastargs 1.27% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.46% : 0.000008s : 50: predicate.environ_get_add_eliminate 1.27% : 0.000007s : 50: predicate.environ_get_depend_swap 1.26% : 0.000007s : 50: predicate.environ_get_eliminate 1.19% : 0.000006s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 0.93% : 0.000005s : 26: predicate.get_grad_eliminate 1.38% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.13% : 0.000001s : 5: predicate.graph_param_transform 3.99% : 0.000021s : 79: predicate.inline 2.93% : 0.000016s : 87: predicate.inline_without_move 0.38% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.49% : 0.000008s : 26: predicate.less_batch_normalization 1.43% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.66% : 0.000009s : 58: predicate.load_eliminater 0.46% : 0.000002s : 5: predicate.loop_unroll_after_grad 4.03% : 0.000021s : 127: predicate.loop_unroll_before_grad 1.93% : 0.000010s : 55: predicate.make_slice_get_slice_eliminator 1.34% : 0.000007s : 50: predicate.merge_addn 1.25% : 0.000007s : 50: predicate.minmaximum_grad 0.76% : 0.000004s : 5: predicate.mutable_eliminate 0.22% : 0.000001s : 5: predicate.opt_reshape 2.01% : 0.000011s : 58: predicate.partial_eliminate 1.34% : 0.000007s : 50: predicate.print_const_string_wrapper 1.77% : 0.000009s : 50: predicate.reduce_eliminate 1.40% : 0.000007s : 53: predicate.redundant_stop_gradient_eliminater 0.55% : 0.000003s : 26: predicate.remove_not_recompute_node 2.88% : 0.000015s : 126: predicate.replace_applicator 1.46% : 0.000008s : 87: predicate.replace_old_param 0.19% : 0.000001s : 5: predicate.reset_defer_inline 1.25% : 0.000007s : 50: predicate.reshape_eliminate 1.42% : 0.000008s : 50: predicate.row_tensor_add_zeros_like 0.30% : 0.000002s : 5: predicate.row_tensor_eliminate 1.56% : 0.000008s : 50: predicate.same_eliminate 0.65% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.44% : 0.000002s : 10: predicate.special_op_eliminate 0.93% : 0.000005s : 26: predicate.specialize_transform 1.56% : 0.000008s : 50: predicate.split_environ_get_set_with_tuple_value 1.48% : 0.000008s : 50: predicate.stack_unstack_eliminate 0.22% : 0.000001s : 5: predicate.switch_call_monad_eliminater 3.07% : 0.000016s : 69: predicate.switch_defer_inline 2.03% : 0.000011s : 69: predicate.switch_layer_defer_inline 7.80% : 0.000041s : 207: predicate.switch_simplify 1.39% : 0.000007s : 50: predicate.tile_eliminate 1.49% : 0.000008s : 50: predicate.transpose_eliminate 1.70% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.64% : 0.000009s : 50: predicate.tuple_list_get_item_depend_reorder 3.44% : 0.000018s : 63: predicate.tuple_list_get_item_eliminator 1.75% : 0.000009s : 50: predicate.tuple_list_set_item_eliminator 1.50% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.55% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.91% : 0.000015s : 85: predicate.updatestate_useless_node_eliminater 1.76% : 0.000009s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.25% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.015624 44 16.83% : 0.002630s : 18: func_graph_cloner_run.FuncGraphClonerGraph 83.17% : 0.012995s : 26: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.728602 89 0.01% : 0.000087s : 1: add_recomputation 0.04% : 0.000314s : 1: auto_monad 0.00% : 0.000030s : 1: auto_monad_reorder 0.05% : 0.000383s : 1: bootstrap 0.01% : 0.000048s : 1: cconv 0.00% : 0.000016s : 1: convert_after_rewriter 0.01% : 0.000037s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.05% : 0.000358s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 27.71% : 0.201874s : 1: jit_opt_a 0.04% : 0.000302s : 1: jit_opt_after_cconv 0.01% : 0.000086s : 1: jit_opt_b 0.07% : 0.000523s : 1: loop_unroll 0.15% : 0.001095s : 1: mutable_eliminate 14.88% : 0.108446s : 39: opt.transform.jit_opt_a 0.01% : 0.000105s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000048s : 4: opt.transform.jit_opt_b 0.00% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000026s : 1: opt.transform.mutable_eliminate 0.00% : 0.000035s : 1: opt.transform.opt_after_jit_grad 0.13% : 0.000957s : 2: opt.transform.opt_resolve 0.01% : 0.000062s : 4: opt.transform.symbol_engine_opt 0.07% : 0.000546s : 1: opt_after_jit_grad 0.00% : 0.000011s : 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% : 0.000081s : 1: py_interpret_to_execute 0.00% : 0.000035s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000072s : 1: remove_dup_value 10.08% : 0.073435s : 2: renormalize.infer 0.81% : 0.005897s : 2: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000254s : 1: rewriter_after_opt_a 0.02% : 0.000170s : 1: rewriter_before_opt_a 0.02% : 0.000158s : 1: symbol_engine_optimizer 45.71% : 0.333030s : 1: type_inference TotalTime = 0.157545, [30] [bootstrap]: 0.00038755 [type_inference]: 0.0817787 [event_method]: 2.419e-05 [auto_monad]: 0.00015174 [graph_reusing]: 7.11001e-06 [pre_auto_parallel]: 2.39999e-06 [py_interpret_to_execute]: 0.00013334 [rewriter_before_opt_a]: 6.35e-05 [expand_dump_flag]: 3.46999e-06 [jit_opt_a]: 0.00649761, [2] [Cycle 1]: 0.00223484, [27] [switch_simplify]: 4.889e-05 [loop_unroll]: 1.861e-05 [a_1]: 0.00042972 [with_stream_mark]: 2.53e-05 [recompute_prepare]: 1.226e-05 [updatestate_depend_eliminate]: 7.51001e-06 [updatestate_assign_eliminate]: 6.49999e-06 [updatestate_loads_eliminate]: 5.45001e-06 [parameter_eliminate]: 2.34001e-06 [specialize_transform]: 9.77999e-06 [updatestate_useless_node_eliminater]: 1.201e-05 [accelerated_algorithm]: 9.34e-06 [meta_shard_fg_expand]: 3.45e-06 [get_grad_eliminate_]: 8.52e-06 [merge_forward]: 6.67002e-06 [cell_reuse_recompute_pass]: 1.64e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.25e-05 [j_node_and_user_rematch]: 1.384e-05 [meta_fg_expand]: 4.41002e-06 [replace_old_param]: 1.276e-05 [inline_without_move]: 8.32998e-06 [renormalize]: 0.00126054 [add_forward_monad_depend]: 6.06e-06 [auto_monad_grad]: 3.23998e-06 [auto_monad_eliminator]: 2.331e-05 [cse]: 4.728e-05 [replace_applicator]: 2.066e-05 [Cycle 2]: 0.00050328, [27] [switch_simplify]: 9.43002e-06 [loop_unroll]: 8.03001e-06 [a_1]: 0.00017235 [with_stream_mark]: 1.411e-05 [recompute_prepare]: 8.52e-06 [updatestate_depend_eliminate]: 5.44e-06 [updatestate_assign_eliminate]: 4.65999e-06 [updatestate_loads_eliminate]: 4.58001e-06 [parameter_eliminate]: 1.22e-06 [specialize_transform]: 8.87e-06 [updatestate_useless_node_eliminater]: 1.071e-05 [accelerated_algorithm]: 7.98999e-06 [meta_shard_fg_expand]: 2.71e-06 [get_grad_eliminate_]: 7.55998e-06 [merge_forward]: 5.39e-06 [cell_reuse_recompute_pass]: 1.71e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.718e-05 [j_node_and_user_rematch]: 1.386e-05 [meta_fg_expand]: 3.13998e-06 [replace_old_param]: 1.046e-05 [inline_without_move]: 8.17e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 1.39e-06 [auto_monad_grad]: 8.2e-07 [auto_monad_eliminator]: 1.059e-05 [cse]: 2.111e-05 [replace_applicator]: 1.625e-05 [py_interpret_to_execute_after_opt_a]: 1.547e-05 [rewriter_after_opt_a]: 0.0648558 [convert_after_rewriter]: 3.172e-05 [order_py_execute_after_rewriter]: 1.275e-05 [mutable_eliminate]: 0.00098884 [jit_opt_b]: 0.00010065, [1] [Cycle 1]: 8.592e-05, [2] [frontend_op_eliminate]: 3.357e-05 [inline_after_opt_a]: 3.379e-05 [cconv]: 4.453e-05 [loop_unroll]: 0.00061518 [jit_opt_after_cconv]: 0.00028626, [1] [Cycle 1]: 0.00027496, [11] [c_1]: 5.903e-05 [parameter_eliminate]: 7.21999e-06 [updatestate_depend_eliminate]: 1.591e-05 [updatestate_assign_eliminate]: 5.96998e-06 [updatestate_loads_eliminate]: 5.40001e-06 [cse]: 5.762e-05 [call_graph_tuple_transform]: 3.079e-05 [tuple_list_get_item_eliminator]: 9.96e-06 [none_parameter_eliminate]: 2.02999e-06 [renormalize]: 7.2e-07 [switch_simplify]: 1.069e-05 [remove_dup_value]: 7.126e-05 [partial_unused_args_eliminate]: 3.20002e-06 [environ_conv]: 1.078e-05 [add_recomputation]: 8.664e-05 [cse_after_recomputation]: 4.364e-05, [1] [Cycle 1]: 3.371e-05, [1] [cse]: 2.241e-05 [auto_monad_reorder]: 3.065e-05 [get_jit_bprop_graph]: 2.54999e-06 [rewriter_after_jit_bprop_graph]: 8.48999e-06 [opt_after_jit_grad]: 0.00078354 [symbol_engine_optimizer]: 0.00012731, [1] [Cycle 1]: 0.00011649, [6] [build]: 9.79e-06 [elim_shapecalc]: 1.39e-05 [elim_not_effective]: 2.606e-05 [opt_reshape]: 1.108e-05 [fold_const_symbol]: 1.722e-05 [renormalize]: 8.40024e-07 [validate]: 7.047e-05 Sums bootstrap : 0.000388s : 0.25% type_inference : 0.081779s : 53.46% event_method : 0.000024s : 0.02% auto_monad : 0.000152s : 0.10% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000002s : 0.00% py_interpret_to_execute : 0.000133s : 0.09% rewriter_before_opt_a : 0.000063s : 0.04% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000058s : 0.04% jit_opt_a.loop_unroll : 0.000027s : 0.02% jit_opt_a.a_1 : 0.000602s : 0.39% jit_opt_a.with_stream_mark : 0.000039s : 0.03% jit_opt_a.recompute_prepare : 0.000021s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000013s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.01% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000019s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.01% jit_opt_a.accelerated_algorithm : 0.000017s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000006s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000016s : 0.01% jit_opt_a.merge_forward : 0.000012s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000003s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000040s : 0.03% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.02% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000023s : 0.02% jit_opt_a.inline_without_move : 0.000016s : 0.01% jit_opt_a.renormalize : 0.001261s : 0.82% jit_opt_a.add_forward_monad_depend : 0.000007s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000034s : 0.02% jit_opt_a.cse : 0.000068s : 0.04% jit_opt_a.replace_applicator : 0.000037s : 0.02% py_interpret_to_execute_after_opt_a : 0.000015s : 0.01% rewriter_after_opt_a : 0.064856s : 42.40% convert_after_rewriter : 0.000032s : 0.02% order_py_execute_after_rewriter : 0.000013s : 0.01% mutable_eliminate : 0.000989s : 0.65% jit_opt_b.frontend_op_eliminate : 0.000034s : 0.02% jit_opt_b.inline_after_opt_a : 0.000034s : 0.02% cconv : 0.000045s : 0.03% loop_unroll : 0.000615s : 0.40% jit_opt_after_cconv.c_1 : 0.000059s : 0.04% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000016s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.cse : 0.000058s : 0.04% jit_opt_after_cconv.call_graph_tuple_transform : 0.000031s : 0.02% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 0.01% 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 : 0.000011s : 0.01% remove_dup_value : 0.000071s : 0.05% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000011s : 0.01% add_recomputation : 0.000087s : 0.06% cse_after_recomputation.cse : 0.000022s : 0.01% auto_monad_reorder : 0.000031s : 0.02% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.01% opt_after_jit_grad : 0.000784s : 0.51% symbol_engine_optimizer.build : 0.000010s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000026s : 0.02% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000017s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000070s : 0.05% Time group info: ------[substitution.] 0.000206 43 4.74% : 0.000010s : 2: substitution.depend_value_elim 1.78% : 0.000004s : 4: substitution.elim_not_effective 1.08% : 0.000002s : 4: substitution.fold_const_symbol 3.95% : 0.000008s : 5: substitution.graph_param_transform 68.92% : 0.000142s : 2: substitution.inline 2.65% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.73% : 0.000008s : 8: substitution.remove_not_recompute_node 2.40% : 0.000005s : 2: substitution.replace_old_param 5.84% : 0.000012s : 3: substitution.updatestate_pure_node_eliminater 4.91% : 0.000010s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.081709 2 98.59% : 0.080555s : 1: type_inference.infer 1.41% : 0.001154s : 1: type_inference.specialize ------[replace.] 0.000034 2 100.00% : 0.000034s : 2: replace.inline ------[match.] 0.000141 2 100.00% : 0.000141s : 2: match.inline ------[predicate.] 0.000149 767 1.12% : 0.000002s : 11: predicate.accumulaten_eliminater 3.59% : 0.000005s : 5: predicate.ad_related_special_op_eliminate 0.93% : 0.000001s : 11: predicate.addn_check_dump 1.21% : 0.000002s : 11: predicate.addn_zero_filter 1.76% : 0.000003s : 11: predicate.arithmetic_simplify 1.30% : 0.000002s : 11: predicate.cast_eliminate 0.66% : 0.000001s : 5: predicate.check_bprop_eliminate 1.00% : 0.000001s : 11: predicate.compare_switch_simplify 1.15% : 0.000002s : 11: predicate.depend_value_elim 1.01% : 0.000001s : 11: predicate.dict_get_item_const_eliminator 1.14% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.38% : 0.000002s : 11: predicate.dict_set_item_eliminator 2.01% : 0.000003s : 5: predicate.dumpgradient_eliminate 0.76% : 0.000001s : 5: predicate.elim_not_effective 1.37% : 0.000002s : 5: predicate.elim_shapecalc_of_broadcastargs 1.04% : 0.000002s : 11: predicate.environ_add_const_eliminate 0.99% : 0.000001s : 11: predicate.environ_get_add_eliminate 1.00% : 0.000001s : 11: predicate.environ_get_depend_swap 1.13% : 0.000002s : 11: predicate.environ_get_eliminate 0.98% : 0.000001s : 11: predicate.environ_get_set_eliminate 0.31% : 0.000000s : 5: predicate.fold_const_symbol 1.20% : 0.000002s : 10: predicate.get_grad_eliminate 0.46% : 0.000001s : 5: predicate.graph_param_transform 4.97% : 0.000007s : 23: predicate.inline 1.32% : 0.000002s : 10: predicate.inline_without_move 0.51% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.45% : 0.000002s : 10: predicate.less_batch_normalization 1.12% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.70% : 0.000003s : 16: predicate.load_eliminater 2.03% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.15% : 0.000003s : 20: predicate.loop_unroll_before_grad 1.95% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 0.91% : 0.000001s : 11: predicate.merge_addn 1.03% : 0.000002s : 11: predicate.minmaximum_grad 2.85% : 0.000004s : 5: predicate.mutable_eliminate 0.93% : 0.000001s : 5: predicate.opt_reshape 2.04% : 0.000003s : 16: predicate.partial_eliminate 1.07% : 0.000002s : 11: predicate.print_const_string_wrapper 1.52% : 0.000002s : 11: predicate.reduce_eliminate 1.10% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.87% : 0.000001s : 10: predicate.remove_not_recompute_node 1.69% : 0.000003s : 21: predicate.replace_applicator 0.89% : 0.000001s : 10: predicate.replace_old_param 0.60% : 0.000001s : 5: predicate.reset_defer_inline 1.11% : 0.000002s : 11: predicate.reshape_eliminate 1.01% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.74% : 0.000003s : 5: predicate.row_tensor_eliminate 1.29% : 0.000002s : 11: predicate.same_eliminate 0.66% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.57% : 0.000002s : 10: predicate.special_op_eliminate 1.25% : 0.000002s : 10: predicate.specialize_transform 1.15% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.27% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.58% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.84% : 0.000003s : 13: predicate.switch_defer_inline 1.34% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.62% : 0.000008s : 38: predicate.switch_simplify 1.01% : 0.000002s : 11: predicate.tile_eliminate 1.09% : 0.000002s : 11: predicate.transpose_eliminate 1.32% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.09% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 4.29% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.47% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.15% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.66% : 0.000002s : 16: predicate.updatestate_pure_node_eliminater 3.38% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.36% : 0.000002s : 11: predicate.value_based_eliminate 0.50% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.03% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000337 5 8.13% : 0.000027s : 1: func_graph_cloner_run.FuncGraphClonerGraph 91.87% : 0.000309s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.159847 72 0.06% : 0.000093s : 1: add_recomputation 0.10% : 0.000157s : 1: auto_monad 0.02% : 0.000034s : 1: auto_monad_reorder 0.26% : 0.000417s : 1: bootstrap 0.03% : 0.000047s : 1: cconv 0.02% : 0.000039s : 1: convert_after_rewriter 0.03% : 0.000047s : 1: cse_after_recomputation 0.01% : 0.000014s : 1: environ_conv 0.02% : 0.000029s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.01% : 0.000010s : 1: graph_reusing 4.07% : 0.006502s : 1: jit_opt_a 0.18% : 0.000291s : 1: jit_opt_after_cconv 0.07% : 0.000104s : 1: jit_opt_b 0.39% : 0.000626s : 1: loop_unroll 0.63% : 0.001006s : 1: mutable_eliminate 0.56% : 0.000894s : 26: opt.transform.jit_opt_a 0.07% : 0.000104s : 4: opt.transform.jit_opt_after_cconv 0.03% : 0.000055s : 4: opt.transform.jit_opt_b 0.01% : 0.000022s : 1: opt.transform.loop_unroll_optimizer 0.02% : 0.000035s : 1: opt.transform.mutable_eliminate 0.03% : 0.000051s : 1: opt.transform.opt_after_jit_grad 0.04% : 0.000064s : 4: opt.transform.symbol_engine_opt 0.50% : 0.000805s : 1: opt_after_jit_grad 0.01% : 0.000016s : 1: order_py_execute_after_rewriter 0.00% : 0.000006s : 1: partial_unused_args_eliminate 0.00% : 0.000005s : 1: pre_auto_parallel 0.09% : 0.000137s : 1: py_interpret_to_execute 0.01% : 0.000018s : 1: py_interpret_to_execute_after_opt_a 0.05% : 0.000076s : 1: remove_dup_value 0.49% : 0.000790s : 1: renormalize.infer 0.29% : 0.000460s : 1: renormalize.specialize 0.01% : 0.000011s : 1: rewriter_after_jit_bprop_graph 40.59% : 0.064878s : 1: rewriter_after_opt_a 0.04% : 0.000067s : 1: rewriter_before_opt_a 0.08% : 0.000131s : 1: symbol_engine_optimizer 51.17% : 0.081796s : 1: type_inference TotalTime = 0.441124, [30] [bootstrap]: 0.00045516 [type_inference]: 0.286569 [event_method]: 0.00033991 [auto_monad]: 0.000319 [graph_reusing]: 1.111e-05 [pre_auto_parallel]: 4.43001e-06 [py_interpret_to_execute]: 6.999e-05 [rewriter_before_opt_a]: 0.00022149 [expand_dump_flag]: 4.84e-06 [jit_opt_a]: 0.149801, [3] [Cycle 1]: 0.141122, [27] [switch_simplify]: 0.00033566 [loop_unroll]: 5.954e-05 [a_1]: 0.00146448 [with_stream_mark]: 4.231e-05 [recompute_prepare]: 2.743e-05 [updatestate_depend_eliminate]: 1.384e-05 [updatestate_assign_eliminate]: 1.124e-05 [updatestate_loads_eliminate]: 1.048e-05 [parameter_eliminate]: 3.26001e-06 [specialize_transform]: 2.102e-05 [updatestate_useless_node_eliminater]: 2.33e-05 [accelerated_algorithm]: 1.822e-05 [meta_shard_fg_expand]: 6.88e-06 [get_grad_eliminate_]: 1.872e-05 [merge_forward]: 1.185e-05 [cell_reuse_recompute_pass]: 1.78002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.956e-05 [j_node_and_user_rematch]: 3.279e-05 [meta_fg_expand]: 0.102979 [replace_old_param]: 0.00013384 [inline_without_move]: 0.00012828 [renormalize]: 0.0227522 [add_forward_monad_depend]: 4.359e-05 [auto_monad_grad]: 2.427e-05 [auto_monad_eliminator]: 0.0001871 [cse]: 0.0120245 [replace_applicator]: 0.00030293 [Cycle 2]: 0.00419539, [27] [switch_simplify]: 6.428e-05 [loop_unroll]: 6.593e-05 [a_1]: 0.00127558 [with_stream_mark]: 3.478e-05 [recompute_prepare]: 1.491e-05 [updatestate_depend_eliminate]: 3.171e-05 [updatestate_assign_eliminate]: 7.05e-06 [updatestate_loads_eliminate]: 5.47999e-06 [parameter_eliminate]: 2.44999e-06 [specialize_transform]: 1.069e-05 [updatestate_useless_node_eliminater]: 1.276e-05 [accelerated_algorithm]: 9.92999e-06 [meta_shard_fg_expand]: 3.68999e-06 [get_grad_eliminate_]: 9.41e-06 [merge_forward]: 6.36998e-06 [cell_reuse_recompute_pass]: 1.42e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.173e-05 [j_node_and_user_rematch]: 1.381e-05 [meta_fg_expand]: 0.00016548 [replace_old_param]: 1.606e-05 [inline_without_move]: 8.89998e-06 [renormalize]: 0.00200453 [add_forward_monad_depend]: 8.02e-06 [auto_monad_grad]: 2.98e-06 [auto_monad_eliminator]: 2.491e-05 [cse]: 9.861e-05 [replace_applicator]: 2.339e-05 [Cycle 3]: 0.00060879, [27] [switch_simplify]: 1.018e-05 [loop_unroll]: 9.55001e-06 [a_1]: 0.00022403 [with_stream_mark]: 1.814e-05 [recompute_prepare]: 1.195e-05 [updatestate_depend_eliminate]: 8.39002e-06 [updatestate_assign_eliminate]: 5.66e-06 [updatestate_loads_eliminate]: 4.67e-06 [parameter_eliminate]: 1.52001e-06 [specialize_transform]: 9.20999e-06 [updatestate_useless_node_eliminater]: 1.443e-05 [accelerated_algorithm]: 8.69e-06 [meta_shard_fg_expand]: 2.56e-06 [get_grad_eliminate_]: 8.05e-06 [merge_forward]: 5.57001e-06 [cell_reuse_recompute_pass]: 3.05002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.011e-05 [j_node_and_user_rematch]: 1.353e-05 [meta_fg_expand]: 3.88999e-06 [replace_old_param]: 1.171e-05 [inline_without_move]: 8.06001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.22999e-06 [auto_monad_grad]: 1.33002e-06 [auto_monad_eliminator]: 1.308e-05 [cse]: 2.937e-05 [replace_applicator]: 8.55999e-06 [py_interpret_to_execute_after_opt_a]: 1.849e-05 [rewriter_after_opt_a]: 0.00021011 [convert_after_rewriter]: 1.045e-05 [order_py_execute_after_rewriter]: 7.47998e-06 [mutable_eliminate]: 0.00083437 [jit_opt_b]: 7.78e-05, [1] [Cycle 1]: 6.941e-05, [2] [frontend_op_eliminate]: 2.915e-05 [inline_after_opt_a]: 2.662e-05 [cconv]: 2.907e-05 [loop_unroll]: 0.00053602 [jit_opt_after_cconv]: 0.00025844, [1] [Cycle 1]: 0.00025029, [11] [c_1]: 5.059e-05 [parameter_eliminate]: 2.66e-06 [updatestate_depend_eliminate]: 8.94e-06 [updatestate_assign_eliminate]: 4.74e-06 [updatestate_loads_eliminate]: 4.34997e-06 [cse]: 4.246e-05 [call_graph_tuple_transform]: 2.86e-05 [tuple_list_get_item_eliminator]: 9.61998e-06 [none_parameter_eliminate]: 1.62001e-06 [renormalize]: 8.09989e-07 [switch_simplify]: 1.006e-05 [remove_dup_value]: 5.722e-05 [partial_unused_args_eliminate]: 2.76999e-06 [environ_conv]: 9.46e-06 [add_recomputation]: 0.0001261 [cse_after_recomputation]: 4.972e-05, [1] [Cycle 1]: 4.048e-05, [1] [cse]: 3.058e-05 [auto_monad_reorder]: 3.619e-05 [get_jit_bprop_graph]: 2.48e-06 [rewriter_after_jit_bprop_graph]: 6.16e-06 [opt_after_jit_grad]: 0.00061168 [symbol_engine_optimizer]: 0.00010809, [1] [Cycle 1]: 0.00010043, [6] [build]: 6.63998e-06 [elim_shapecalc]: 1.394e-05 [elim_not_effective]: 2.185e-05 [opt_reshape]: 1.073e-05 [fold_const_symbol]: 1.538e-05 [renormalize]: 5.19998e-07 [validate]: 5.613e-05 Sums bootstrap : 0.000455s : 0.10% type_inference : 0.286569s : 65.73% event_method : 0.000340s : 0.08% auto_monad : 0.000319s : 0.07% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000070s : 0.02% rewriter_before_opt_a : 0.000221s : 0.05% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000410s : 0.09% jit_opt_a.loop_unroll : 0.000135s : 0.03% jit_opt_a.a_1 : 0.002964s : 0.68% jit_opt_a.with_stream_mark : 0.000095s : 0.02% jit_opt_a.recompute_prepare : 0.000054s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000054s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000024s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000021s : 0.00% jit_opt_a.parameter_eliminate : 0.000007s : 0.00% jit_opt_a.specialize_transform : 0.000041s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000050s : 0.01% jit_opt_a.accelerated_algorithm : 0.000037s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000013s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000036s : 0.01% jit_opt_a.merge_forward : 0.000024s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000006s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000081s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000060s : 0.01% jit_opt_a.meta_fg_expand : 0.103148s : 23.66% jit_opt_a.replace_old_param : 0.000162s : 0.04% jit_opt_a.inline_without_move : 0.000145s : 0.03% jit_opt_a.renormalize : 0.024757s : 5.68% jit_opt_a.add_forward_monad_depend : 0.000054s : 0.01% jit_opt_a.auto_monad_grad : 0.000029s : 0.01% jit_opt_a.auto_monad_eliminator : 0.000225s : 0.05% jit_opt_a.cse : 0.012152s : 2.79% jit_opt_a.replace_applicator : 0.000335s : 0.08% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000210s : 0.05% convert_after_rewriter : 0.000010s : 0.00% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000834s : 0.19% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.01% jit_opt_b.inline_after_opt_a : 0.000027s : 0.01% cconv : 0.000029s : 0.01% loop_unroll : 0.000536s : 0.12% jit_opt_after_cconv.c_1 : 0.000051s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000009s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000005s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000004s : 0.00% jit_opt_after_cconv.cse : 0.000042s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000029s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000010s : 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 : 0.000010s : 0.00% remove_dup_value : 0.000057s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000126s : 0.03% cse_after_recomputation.cse : 0.000031s : 0.01% auto_monad_reorder : 0.000036s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000006s : 0.00% opt_after_jit_grad : 0.000612s : 0.14% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000014s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000011s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000056s : 0.01% Time group info: ------[substitution.] 0.001895 170 1.34% : 0.000025s : 8: substitution.depend_value_elim 0.20% : 0.000004s : 4: substitution.elim_not_effective 0.11% : 0.000002s : 4: substitution.fold_const_symbol 40.81% : 0.000773s : 4: substitution.getattr_setattr_resolve 0.47% : 0.000009s : 5: substitution.graph_param_transform 34.04% : 0.000645s : 15: substitution.inline 2.20% : 0.000042s : 4: substitution.inline_without_move 0.67% : 0.000013s : 20: substitution.j_node_and_user_rematch 0.53% : 0.000010s : 5: substitution.minmaximum_grad 0.41% : 0.000008s : 9: substitution.partial_eliminate 0.83% : 0.000016s : 20: substitution.remove_not_recompute_node 4.06% : 0.000077s : 12: substitution.replace_applicator 0.89% : 0.000017s : 17: substitution.replace_old_param 0.16% : 0.000003s : 1: substitution.set_cell_output_no_recompute 6.00% : 0.000114s : 3: substitution.switch_simplify 1.15% : 0.000022s : 5: substitution.tuple_list_convert_item_index_to_positive 0.82% : 0.000015s : 5: substitution.tuple_list_get_item_depend_reorder 2.07% : 0.000039s : 8: substitution.tuple_list_get_item_eliminator 1.13% : 0.000021s : 8: substitution.updatestate_pure_node_eliminater 2.11% : 0.000040s : 13: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.286411 2 98.54% : 0.282238s : 1: type_inference.infer 1.46% : 0.004173s : 1: type_inference.specialize ------[replace.] 0.000549 26 13.45% : 0.000074s : 3: replace.getattr_setattr_resolve 26.00% : 0.000143s : 15: replace.inline 15.67% : 0.000086s : 1: replace.replace_applicator 14.39% : 0.000079s : 3: replace.switch_simplify 23.78% : 0.000131s : 3: replace.tuple_list_get_item_eliminator 6.71% : 0.000037s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.001528 26 47.56% : 0.000727s : 3: match.getattr_setattr_resolve 41.56% : 0.000635s : 15: match.inline 1.86% : 0.000028s : 1: match.replace_applicator 7.32% : 0.000112s : 3: match.switch_simplify 0.55% : 0.000008s : 3: match.tuple_list_get_item_eliminator 1.16% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.000534 3150 1.32% : 0.000007s : 50: predicate.accumulaten_eliminater 0.43% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.20% : 0.000006s : 50: predicate.addn_check_dump 1.27% : 0.000007s : 50: predicate.addn_zero_filter 1.86% : 0.000010s : 50: predicate.arithmetic_simplify 1.40% : 0.000007s : 50: predicate.cast_eliminate 0.16% : 0.000001s : 5: predicate.check_bprop_eliminate 1.20% : 0.000006s : 50: predicate.compare_switch_simplify 1.55% : 0.000008s : 50: predicate.depend_value_elim 1.35% : 0.000007s : 50: predicate.dict_get_item_const_eliminator 1.44% : 0.000008s : 50: predicate.dict_get_item_eliminator 1.34% : 0.000007s : 50: predicate.dict_set_item_eliminator 0.26% : 0.000001s : 5: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 5: predicate.elim_not_effective 0.24% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.31% : 0.000007s : 50: predicate.environ_add_const_eliminate 1.26% : 0.000007s : 50: predicate.environ_get_add_eliminate 1.31% : 0.000007s : 50: predicate.environ_get_depend_swap 1.28% : 0.000007s : 50: predicate.environ_get_eliminate 1.23% : 0.000007s : 50: predicate.environ_get_set_eliminate 0.08% : 0.000000s : 5: predicate.fold_const_symbol 1.00% : 0.000005s : 26: predicate.get_grad_eliminate 1.50% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.09% : 0.000001s : 5: predicate.graph_param_transform 3.88% : 0.000021s : 79: predicate.inline 2.94% : 0.000016s : 87: predicate.inline_without_move 0.34% : 0.000002s : 26: predicate.j_node_and_user_rematch 1.03% : 0.000005s : 26: predicate.less_batch_normalization 1.52% : 0.000008s : 53: predicate.list_to_tuple_eliminator_ 1.59% : 0.000009s : 58: predicate.load_eliminater 0.45% : 0.000002s : 5: predicate.loop_unroll_after_grad 3.79% : 0.000020s : 127: predicate.loop_unroll_before_grad 1.67% : 0.000009s : 55: predicate.make_slice_get_slice_eliminator 1.21% : 0.000006s : 50: predicate.merge_addn 1.21% : 0.000006s : 50: predicate.minmaximum_grad 0.52% : 0.000003s : 5: predicate.mutable_eliminate 0.17% : 0.000001s : 5: predicate.opt_reshape 1.93% : 0.000010s : 58: predicate.partial_eliminate 7.19% : 0.000038s : 50: predicate.print_const_string_wrapper 1.77% : 0.000009s : 50: predicate.reduce_eliminate 1.52% : 0.000008s : 53: predicate.redundant_stop_gradient_eliminater 0.49% : 0.000003s : 26: predicate.remove_not_recompute_node 2.60% : 0.000014s : 126: predicate.replace_applicator 1.36% : 0.000007s : 87: predicate.replace_old_param 0.12% : 0.000001s : 5: predicate.reset_defer_inline 1.44% : 0.000008s : 50: predicate.reshape_eliminate 1.40% : 0.000007s : 50: predicate.row_tensor_add_zeros_like 0.45% : 0.000002s : 5: predicate.row_tensor_eliminate 1.37% : 0.000007s : 50: predicate.same_eliminate 0.48% : 0.000003s : 28: predicate.set_cell_output_no_recompute 0.44% : 0.000002s : 10: predicate.special_op_eliminate 0.91% : 0.000005s : 26: predicate.specialize_transform 1.61% : 0.000009s : 50: predicate.split_environ_get_set_with_tuple_value 1.38% : 0.000007s : 50: predicate.stack_unstack_eliminate 0.16% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.52% : 0.000013s : 69: predicate.switch_defer_inline 2.15% : 0.000011s : 69: predicate.switch_layer_defer_inline 6.31% : 0.000034s : 207: predicate.switch_simplify 1.28% : 0.000007s : 50: predicate.tile_eliminate 1.32% : 0.000007s : 50: predicate.transpose_eliminate 1.62% : 0.000009s : 50: predicate.tuple_list_convert_item_index_to_positive 1.50% : 0.000008s : 50: predicate.tuple_list_get_item_depend_reorder 2.71% : 0.000014s : 63: predicate.tuple_list_get_item_eliminator 1.93% : 0.000010s : 50: predicate.tuple_list_set_item_eliminator 1.48% : 0.000008s : 53: predicate.tuple_to_list_eliminator_ 1.54% : 0.000008s : 58: predicate.updatestate_pure_node_eliminater 2.54% : 0.000014s : 85: predicate.updatestate_useless_node_eliminater 1.58% : 0.000008s : 50: predicate.value_based_eliminate 0.14% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.23% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004316 44 55.84% : 0.002410s : 18: func_graph_cloner_run.FuncGraphClonerGraph 44.16% : 0.001906s : 26: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.471332 89 0.03% : 0.000133s : 1: add_recomputation 0.07% : 0.000330s : 1: auto_monad 0.01% : 0.000039s : 1: auto_monad_reorder 0.10% : 0.000482s : 1: bootstrap 0.01% : 0.000032s : 1: cconv 0.00% : 0.000013s : 1: convert_after_rewriter 0.01% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.07% : 0.000352s : 1: event_method 0.00% : 0.000008s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 31.78% : 0.149806s : 1: jit_opt_a 0.06% : 0.000262s : 1: jit_opt_after_cconv 0.02% : 0.000081s : 1: jit_opt_b 0.12% : 0.000547s : 1: loop_unroll 0.18% : 0.000846s : 1: mutable_eliminate 0.94% : 0.004442s : 39: opt.transform.jit_opt_a 0.02% : 0.000094s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000048s : 4: opt.transform.jit_opt_b 0.00% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000020s : 1: opt.transform.mutable_eliminate 0.01% : 0.000033s : 1: opt.transform.opt_after_jit_grad 0.19% : 0.000918s : 2: opt.transform.opt_resolve 0.01% : 0.000057s : 4: opt.transform.symbol_engine_opt 0.13% : 0.000621s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000007s : 1: pre_auto_parallel 0.02% : 0.000074s : 1: py_interpret_to_execute 0.00% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000061s : 1: remove_dup_value 1.74% : 0.008210s : 2: renormalize.infer 3.50% : 0.016513s : 2: renormalize.specialize 0.00% : 0.000008s : 1: rewriter_after_jit_bprop_graph 0.05% : 0.000215s : 1: rewriter_after_opt_a 0.05% : 0.000228s : 1: rewriter_before_opt_a 0.02% : 0.000111s : 1: symbol_engine_optimizer 60.81% : 0.286597s : 1: type_inference . [hook] pytest_runtest_teardown:test_narrow_empty_tensor[KBK] tests/st/mint/test_narrow.py::test_narrow_empty_tensor[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 ================== 2 passed, 25 warnings in 92.77s (0:01:32) ===================