==================================================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_003/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_select.py . [hook] pytest_runtest_teardown:test_select_negative_dim[pynative] tests/st/mint/test_select.py::test_select_negative_dim[pynative],max_mem:2.0M TotalTime = 0.640494, [30] [bootstrap]: 0.00085901 [type_inference]: 0.430272 [event_method]: 1.718e-05 [auto_monad]: 0.00017486 [graph_reusing]: 7.51999e-06 [pre_auto_parallel]: 1.715e-05 [py_interpret_to_execute]: 0.00014075 [rewriter_before_opt_a]: 7.542e-05 [expand_dump_flag]: 3.92998e-06 [jit_opt_a]: 0.205233, [2] [Cycle 1]: 0.00289258, [27] [switch_simplify]: 6.7e-05 [loop_unroll]: 1.939e-05 [a_1]: 0.00047955 [with_stream_mark]: 3.149e-05 [recompute_prepare]: 4.159e-05 [updatestate_depend_eliminate]: 8.72e-06 [updatestate_assign_eliminate]: 6.11e-06 [updatestate_loads_eliminate]: 5.02999e-06 [parameter_eliminate]: 2.41998e-06 [specialize_transform]: 9.47999e-06 [updatestate_useless_node_eliminater]: 1.229e-05 [accelerated_algorithm]: 9.14e-06 [meta_shard_fg_expand]: 3.14001e-06 [get_grad_eliminate_]: 8.52e-06 [merge_forward]: 5.57999e-06 [cell_reuse_recompute_pass]: 1.25999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.146e-05 [j_node_and_user_rematch]: 1.499e-05 [meta_fg_expand]: 4.15e-06 [replace_old_param]: 1.424e-05 [inline_without_move]: 8.67e-06 [renormalize]: 0.00174346 [add_forward_monad_depend]: 1.626e-05 [auto_monad_grad]: 2.83e-06 [auto_monad_eliminator]: 2.645e-05 [cse]: 5.43e-05 [replace_applicator]: 2.298e-05 [Cycle 2]: 0.00053038, [27] [switch_simplify]: 1.008e-05 [loop_unroll]: 8.38999e-06 [a_1]: 0.00019211 [with_stream_mark]: 1.713e-05 [recompute_prepare]: 8.63001e-06 [updatestate_depend_eliminate]: 6.68e-06 [updatestate_assign_eliminate]: 5.55001e-06 [updatestate_loads_eliminate]: 4.41002e-06 [parameter_eliminate]: 2.16e-06 [specialize_transform]: 8.33999e-06 [updatestate_useless_node_eliminater]: 1.138e-05 [accelerated_algorithm]: 8.72e-06 [meta_shard_fg_expand]: 2.98e-06 [get_grad_eliminate_]: 8.63001e-06 [merge_forward]: 5.60001e-06 [cell_reuse_recompute_pass]: 3.01001e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.926e-05 [j_node_and_user_rematch]: 1.339e-05 [meta_fg_expand]: 3.56001e-06 [replace_old_param]: 1.141e-05 [inline_without_move]: 7.95e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 1.18001e-06 [auto_monad_grad]: 1.03001e-06 [auto_monad_eliminator]: 1.141e-05 [cse]: 1.778e-05 [replace_applicator]: 8.54e-06 [py_interpret_to_execute_after_opt_a]: 1.765e-05 [rewriter_after_opt_a]: 0.00047882 [convert_after_rewriter]: 1.445e-05 [order_py_execute_after_rewriter]: 7.55e-06 [mutable_eliminate]: 0.00090081 [jit_opt_b]: 7.893e-05, [1] [Cycle 1]: 6.837e-05, [2] [frontend_op_eliminate]: 2.665e-05 [inline_after_opt_a]: 2.669e-05 [cconv]: 3.619e-05 [loop_unroll]: 0.0005069 [jit_opt_after_cconv]: 0.00022395, [1] [Cycle 1]: 0.00021605, [11] [c_1]: 5.12e-05 [parameter_eliminate]: 4.33999e-06 [updatestate_depend_eliminate]: 1.198e-05 [updatestate_assign_eliminate]: 5.20001e-06 [updatestate_loads_eliminate]: 5.07e-06 [cse]: 3.86e-05 [call_graph_tuple_transform]: 2.409e-05 [tuple_list_get_item_eliminator]: 8.87999e-06 [none_parameter_eliminate]: 1.54e-06 [renormalize]: 1.00999e-06 [switch_simplify]: 9.17999e-06 [remove_dup_value]: 2.236e-05 [partial_unused_args_eliminate]: 2.24001e-06 [environ_conv]: 2.098e-05 [add_recomputation]: 8.921e-05 [cse_after_recomputation]: 3.097e-05, [1] [Cycle 1]: 2.465e-05, [1] [cse]: 1.682e-05 [auto_monad_reorder]: 3.648e-05 [get_jit_bprop_graph]: 3.50998e-06 [rewriter_after_jit_bprop_graph]: 0.00014616 [opt_after_jit_grad]: 0.00055084 [symbol_engine_optimizer]: 0.00010041, [1] [Cycle 1]: 9.325e-05, [6] [build]: 7.77e-06 [elim_shapecalc]: 1.236e-05 [elim_not_effective]: 1.996e-05 [opt_reshape]: 9.15999e-06 [fold_const_symbol]: 1.441e-05 [renormalize]: 5.50004e-07 [validate]: 7.262e-05 Sums bootstrap : 0.000859s : 0.20% type_inference : 0.430272s : 98.28% event_method : 0.000017s : 0.00% auto_monad : 0.000175s : 0.04% graph_reusing : 0.000008s : 0.00% pre_auto_parallel : 0.000017s : 0.00% py_interpret_to_execute : 0.000141s : 0.03% rewriter_before_opt_a : 0.000075s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000077s : 0.02% jit_opt_a.loop_unroll : 0.000028s : 0.01% jit_opt_a.a_1 : 0.000672s : 0.15% jit_opt_a.with_stream_mark : 0.000049s : 0.01% jit_opt_a.recompute_prepare : 0.000050s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000009s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000018s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000024s : 0.01% jit_opt_a.accelerated_algorithm : 0.000018s : 0.00% jit_opt_a.meta_shard_fg_expand : 0.000006s : 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 : 0.000051s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.01% jit_opt_a.meta_fg_expand : 0.000008s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.00% jit_opt_a.renormalize : 0.001744s : 0.40% jit_opt_a.add_forward_monad_depend : 0.000017s : 0.00% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000038s : 0.01% jit_opt_a.cse : 0.000072s : 0.02% jit_opt_a.replace_applicator : 0.000032s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.00% rewriter_after_opt_a : 0.000479s : 0.11% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.000901s : 0.21% jit_opt_b.frontend_op_eliminate : 0.000027s : 0.01% jit_opt_b.inline_after_opt_a : 0.000027s : 0.01% cconv : 0.000036s : 0.01% loop_unroll : 0.000507s : 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 : 0.000012s : 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 : 0.000039s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 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 : 0.000022s : 0.01% partial_unused_args_eliminate : 0.000002s : 0.00% environ_conv : 0.000021s : 0.00% add_recomputation : 0.000089s : 0.02% cse_after_recomputation.cse : 0.000017s : 0.00% auto_monad_reorder : 0.000036s : 0.01% get_jit_bprop_graph : 0.000004s : 0.00% rewriter_after_jit_bprop_graph : 0.000146s : 0.03% opt_after_jit_grad : 0.000551s : 0.13% symbol_engine_optimizer.build : 0.000008s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000020s : 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 : 0.000073s : 0.02% Time group info: ------[substitution.] 0.000228 43 5.17% : 0.000012s : 2: substitution.depend_value_elim 1.34% : 0.000003s : 4: substitution.elim_not_effective 1.08% : 0.000002s : 4: substitution.fold_const_symbol 3.56% : 0.000008s : 5: substitution.graph_param_transform 69.98% : 0.000159s : 2: substitution.inline 2.36% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.47% : 0.000008s : 8: substitution.remove_not_recompute_node 3.35% : 0.000008s : 2: substitution.replace_old_param 4.95% : 0.000011s : 3: substitution.updatestate_pure_node_eliminater 4.73% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.430181 2 99.71% : 0.428926s : 1: type_inference.infer 0.29% : 0.001255s : 1: type_inference.specialize ------[replace.] 0.000032 2 100.00% : 0.000032s : 2: replace.inline ------[match.] 0.000158 2 100.00% : 0.000158s : 2: match.inline ------[predicate.] 0.000178 767 1.27% : 0.000002s : 11: predicate.accumulaten_eliminater 1.36% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.11% : 0.000002s : 11: predicate.addn_check_dump 1.44% : 0.000003s : 11: predicate.addn_zero_filter 1.79% : 0.000003s : 11: predicate.arithmetic_simplify 1.55% : 0.000003s : 11: predicate.cast_eliminate 0.57% : 0.000001s : 5: predicate.check_bprop_eliminate 1.21% : 0.000002s : 11: predicate.compare_switch_simplify 1.54% : 0.000003s : 11: predicate.depend_value_elim 1.35% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.30% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.36% : 0.000002s : 11: predicate.dict_set_item_eliminator 4.40% : 0.000008s : 5: predicate.dumpgradient_eliminate 0.47% : 0.000001s : 5: predicate.elim_not_effective 0.62% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.16% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.29% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.36% : 0.000002s : 11: predicate.environ_get_depend_swap 1.34% : 0.000002s : 11: predicate.environ_get_eliminate 1.42% : 0.000003s : 11: predicate.environ_get_set_eliminate 0.26% : 0.000000s : 5: predicate.fold_const_symbol 1.40% : 0.000002s : 10: predicate.get_grad_eliminate 0.29% : 0.000001s : 5: predicate.graph_param_transform 4.91% : 0.000009s : 23: predicate.inline 1.17% : 0.000002s : 10: predicate.inline_without_move 0.43% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.29% : 0.000002s : 10: predicate.less_batch_normalization 1.40% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.68% : 0.000003s : 16: predicate.load_eliminater 1.84% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.04% : 0.000004s : 20: predicate.loop_unroll_before_grad 2.41% : 0.000004s : 16: predicate.make_slice_get_slice_eliminator 1.11% : 0.000002s : 11: predicate.merge_addn 1.16% : 0.000002s : 11: predicate.minmaximum_grad 2.32% : 0.000004s : 5: predicate.mutable_eliminate 0.61% : 0.000001s : 5: predicate.opt_reshape 1.80% : 0.000003s : 16: predicate.partial_eliminate 1.11% : 0.000002s : 11: predicate.print_const_string_wrapper 1.62% : 0.000003s : 11: predicate.reduce_eliminate 1.28% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.76% : 0.000001s : 10: predicate.remove_not_recompute_node 1.39% : 0.000002s : 21: predicate.replace_applicator 0.82% : 0.000001s : 10: predicate.replace_old_param 0.34% : 0.000001s : 5: predicate.reset_defer_inline 1.53% : 0.000003s : 11: predicate.reshape_eliminate 1.55% : 0.000003s : 11: predicate.row_tensor_add_zeros_like 1.04% : 0.000002s : 5: predicate.row_tensor_eliminate 1.21% : 0.000002s : 11: predicate.same_eliminate 0.57% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.00% : 0.000002s : 10: predicate.special_op_eliminate 1.08% : 0.000002s : 10: predicate.specialize_transform 1.28% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.44% : 0.000003s : 11: predicate.stack_unstack_eliminate 0.56% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.52% : 0.000003s : 13: predicate.switch_defer_inline 1.53% : 0.000003s : 13: predicate.switch_layer_defer_inline 5.23% : 0.000009s : 38: predicate.switch_simplify 1.38% : 0.000002s : 11: predicate.tile_eliminate 1.30% : 0.000002s : 11: predicate.transpose_eliminate 1.42% : 0.000003s : 11: predicate.tuple_list_convert_item_index_to_positive 1.48% : 0.000003s : 11: predicate.tuple_list_get_item_depend_reorder 3.41% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.49% : 0.000003s : 11: predicate.tuple_list_set_item_eliminator 1.27% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.75% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.22% : 0.000006s : 26: predicate.updatestate_useless_node_eliminater 1.22% : 0.000002s : 11: predicate.value_based_eliminate 0.48% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.76% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000387 5 6.12% : 0.000024s : 1: func_graph_cloner_run.FuncGraphClonerGraph 93.88% : 0.000363s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.643228 72 0.01% : 0.000093s : 1: add_recomputation 0.03% : 0.000180s : 1: auto_monad 0.01% : 0.000039s : 1: auto_monad_reorder 0.14% : 0.000885s : 1: bootstrap 0.01% : 0.000039s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.01% : 0.000034s : 1: cse_after_recomputation 0.00% : 0.000024s : 1: environ_conv 0.00% : 0.000023s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 31.91% : 0.205238s : 1: jit_opt_a 0.04% : 0.000227s : 1: jit_opt_after_cconv 0.01% : 0.000082s : 1: jit_opt_b 0.08% : 0.000516s : 1: loop_unroll 0.14% : 0.000912s : 1: mutable_eliminate 0.16% : 0.001001s : 26: opt.transform.jit_opt_a 0.01% : 0.000089s : 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% : 0.000024s : 1: opt.transform.mutable_eliminate 0.01% : 0.000039s : 1: opt.transform.opt_after_jit_grad 0.01% : 0.000051s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000560s : 1: opt_after_jit_grad 0.00% : 0.000010s : 1: order_py_execute_after_rewriter 0.00% : 0.000004s : 1: partial_unused_args_eliminate 0.00% : 0.000021s : 1: pre_auto_parallel 0.02% : 0.000146s : 1: py_interpret_to_execute 0.00% : 0.000020s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000025s : 1: remove_dup_value 0.20% : 0.001265s : 1: renormalize.infer 0.07% : 0.000467s : 1: renormalize.specialize 0.02% : 0.000150s : 1: rewriter_after_jit_bprop_graph 0.08% : 0.000485s : 1: rewriter_after_opt_a 0.01% : 0.000079s : 1: rewriter_before_opt_a 0.02% : 0.000103s : 1: symbol_engine_optimizer 66.90% : 0.430294s : 1: type_inference TotalTime = 1.78023, [30] [bootstrap]: 0.00070843 [type_inference]: 0.746508 [event_method]: 0.00019065 [auto_monad]: 0.00030134 [graph_reusing]: 9.71e-06 [pre_auto_parallel]: 3.61999e-06 [py_interpret_to_execute]: 6.059e-05 [rewriter_before_opt_a]: 0.00015148 [expand_dump_flag]: 4.32e-06 [jit_opt_a]: 1.02879, [4] [Cycle 1]: 0.863767, [27] [switch_simplify]: 0.00025587 [loop_unroll]: 5.911e-05 [a_1]: 0.0015672 [with_stream_mark]: 4.966e-05 [recompute_prepare]: 3.922e-05 [updatestate_depend_eliminate]: 1.643e-05 [updatestate_assign_eliminate]: 1.15e-05 [updatestate_loads_eliminate]: 1.068e-05 [parameter_eliminate]: 4.27e-06 [specialize_transform]: 2.212e-05 [updatestate_useless_node_eliminater]: 3.001e-05 [accelerated_algorithm]: 2.021e-05 [meta_shard_fg_expand]: 5.39998e-06 [get_grad_eliminate_]: 2.124e-05 [merge_forward]: 1.281e-05 [cell_reuse_recompute_pass]: 1.66e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.275e-05 [j_node_and_user_rematch]: 5.477e-05 [meta_fg_expand]: 0.670557 [replace_old_param]: 0.00013071 [inline_without_move]: 0.00013672 [renormalize]: 0.189469 [add_forward_monad_depend]: 4.029e-05 [auto_monad_grad]: 1.409e-05 [auto_monad_eliminator]: 0.00014054 [cse]: 0.00036976 [replace_applicator]: 0.00026783 [Cycle 2]: 0.156743, [27] [switch_simplify]: 9.615e-05 [loop_unroll]: 0.00010006 [a_1]: 0.00413244 [with_stream_mark]: 5.082e-05 [recompute_prepare]: 3.754e-05 [updatestate_depend_eliminate]: 1.714e-05 [updatestate_assign_eliminate]: 1.677e-05 [updatestate_loads_eliminate]: 1.599e-05 [parameter_eliminate]: 4.94e-06 [specialize_transform]: 2.53e-05 [updatestate_useless_node_eliminater]: 9.338e-05 [accelerated_algorithm]: 3.506e-05 [meta_shard_fg_expand]: 4.94e-06 [get_grad_eliminate_]: 1.546e-05 [merge_forward]: 8.84e-06 [cell_reuse_recompute_pass]: 1.44e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.252e-05 [j_node_and_user_rematch]: 2.483e-05 [meta_fg_expand]: 0.00012965 [replace_old_param]: 2.28e-05 [inline_without_move]: 1.455e-05 [renormalize]: 0.151315 [add_forward_monad_depend]: 1.341e-05 [auto_monad_grad]: 3.01001e-06 [auto_monad_eliminator]: 4.273e-05 [cse]: 0.00016809 [replace_applicator]: 4.092e-05 [Cycle 3]: 0.00211876, [27] [switch_simplify]: 1.682e-05 [loop_unroll]: 1.497e-05 [a_1]: 0.00037428 [with_stream_mark]: 2.515e-05 [recompute_prepare]: 1.53e-05 [updatestate_depend_eliminate]: 4.049e-05 [updatestate_assign_eliminate]: 8e-06 [updatestate_loads_eliminate]: 7.8e-06 [parameter_eliminate]: 2.32999e-06 [specialize_transform]: 1.339e-05 [updatestate_useless_node_eliminater]: 1.581e-05 [accelerated_algorithm]: 1.848e-05 [meta_shard_fg_expand]: 3.47002e-06 [get_grad_eliminate_]: 1.25e-05 [merge_forward]: 7.89002e-06 [cell_reuse_recompute_pass]: 4.41002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.914e-05 [j_node_and_user_rematch]: 2.154e-05 [meta_fg_expand]: 5.37001e-06 [replace_old_param]: 1.64e-05 [inline_without_move]: 1.185e-05 [renormalize]: 0.00112307 [add_forward_monad_depend]: 8.15e-06 [auto_monad_grad]: 2.22999e-06 [auto_monad_eliminator]: 2.663e-05 [cse]: 9.938e-05 [replace_applicator]: 2.696e-05 [Cycle 4]: 0.0008186, [27] [switch_simplify]: 1.453e-05 [loop_unroll]: 1.24e-05 [a_1]: 0.00037415 [with_stream_mark]: 1.939e-05 [recompute_prepare]: 1.243e-05 [updatestate_depend_eliminate]: 8.31002e-06 [updatestate_assign_eliminate]: 6.92002e-06 [updatestate_loads_eliminate]: 7.4e-06 [parameter_eliminate]: 1.59e-06 [specialize_transform]: 1.236e-05 [updatestate_useless_node_eliminater]: 1.528e-05 [accelerated_algorithm]: 1.692e-05 [meta_shard_fg_expand]: 3.11999e-06 [get_grad_eliminate_]: 1.166e-05 [merge_forward]: 8.40999e-06 [cell_reuse_recompute_pass]: 1.99e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.816e-05 [j_node_and_user_rematch]: 2.107e-05 [meta_fg_expand]: 4.50999e-06 [replace_old_param]: 1.604e-05 [inline_without_move]: 1.156e-05 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 2.39001e-06 [auto_monad_grad]: 1.77001e-06 [auto_monad_eliminator]: 1.971e-05 [cse]: 4.099e-05 [replace_applicator]: 1.265e-05 [py_interpret_to_execute_after_opt_a]: 2.179e-05 [rewriter_after_opt_a]: 0.00022343 [convert_after_rewriter]: 1.309e-05 [order_py_execute_after_rewriter]: 8.79998e-06 [mutable_eliminate]: 0.00086094 [jit_opt_b]: 9.737e-05, [1] [Cycle 1]: 8.83e-05, [2] [frontend_op_eliminate]: 3.725e-05 [inline_after_opt_a]: 3.662e-05 [cconv]: 3.811e-05 [loop_unroll]: 0.00053609 [jit_opt_after_cconv]: 0.00030428, [1] [Cycle 1]: 0.00029472, [11] [c_1]: 6.987e-05 [parameter_eliminate]: 5.69999e-06 [updatestate_depend_eliminate]: 1.529e-05 [updatestate_assign_eliminate]: 7.86001e-06 [updatestate_loads_eliminate]: 6.91999e-06 [cse]: 6.51e-05 [call_graph_tuple_transform]: 3.496e-05 [tuple_list_get_item_eliminator]: 1.297e-05 [none_parameter_eliminate]: 1.77001e-06 [renormalize]: 1.00999e-06 [switch_simplify]: 1.4e-05 [remove_dup_value]: 3.567e-05 [partial_unused_args_eliminate]: 2.96999e-06 [environ_conv]: 1.692e-05 [add_recomputation]: 0.00010528 [cse_after_recomputation]: 5.193e-05, [1] [Cycle 1]: 4.435e-05, [1] [cse]: 3.638e-05 [auto_monad_reorder]: 3.701e-05 [get_jit_bprop_graph]: 2.26998e-06 [rewriter_after_jit_bprop_graph]: 8.35999e-06 [opt_after_jit_grad]: 0.00064468 [symbol_engine_optimizer]: 0.00013756, [1] [Cycle 1]: 0.00012991, [6] [build]: 1.654e-05 [elim_shapecalc]: 1.746e-05 [elim_not_effective]: 2.801e-05 [opt_reshape]: 1.319e-05 [fold_const_symbol]: 2.057e-05 [renormalize]: 5.3001e-07 [validate]: 9.299e-05 Sums bootstrap : 0.000708s : 0.04% type_inference : 0.746508s : 42.09% event_method : 0.000191s : 0.01% auto_monad : 0.000301s : 0.02% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000061s : 0.00% rewriter_before_opt_a : 0.000151s : 0.01% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000383s : 0.02% jit_opt_a.loop_unroll : 0.000187s : 0.01% jit_opt_a.a_1 : 0.006448s : 0.36% jit_opt_a.with_stream_mark : 0.000145s : 0.01% jit_opt_a.recompute_prepare : 0.000104s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000082s : 0.00% jit_opt_a.updatestate_assign_eliminate : 0.000043s : 0.00% jit_opt_a.updatestate_loads_eliminate : 0.000042s : 0.00% jit_opt_a.parameter_eliminate : 0.000013s : 0.00% jit_opt_a.specialize_transform : 0.000073s : 0.00% jit_opt_a.updatestate_useless_node_eliminater : 0.000154s : 0.01% jit_opt_a.accelerated_algorithm : 0.000091s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000017s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000061s : 0.00% jit_opt_a.merge_forward : 0.000038s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000010s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000133s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000122s : 0.01% jit_opt_a.meta_fg_expand : 0.670696s : 37.82% jit_opt_a.replace_old_param : 0.000186s : 0.01% jit_opt_a.inline_without_move : 0.000175s : 0.01% jit_opt_a.renormalize : 0.341907s : 19.28% jit_opt_a.add_forward_monad_depend : 0.000064s : 0.00% jit_opt_a.auto_monad_grad : 0.000021s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000230s : 0.01% jit_opt_a.cse : 0.000678s : 0.04% jit_opt_a.replace_applicator : 0.000348s : 0.02% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000223s : 0.01% convert_after_rewriter : 0.000013s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000861s : 0.05% jit_opt_b.frontend_op_eliminate : 0.000037s : 0.00% jit_opt_b.inline_after_opt_a : 0.000037s : 0.00% cconv : 0.000038s : 0.00% loop_unroll : 0.000536s : 0.03% jit_opt_after_cconv.c_1 : 0.000070s : 0.00% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000015s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000065s : 0.00% jit_opt_after_cconv.call_graph_tuple_transform : 0.000035s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 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 : 0.000014s : 0.00% remove_dup_value : 0.000036s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000017s : 0.00% add_recomputation : 0.000105s : 0.01% cse_after_recomputation.cse : 0.000036s : 0.00% auto_monad_reorder : 0.000037s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000645s : 0.04% symbol_engine_optimizer.build : 0.000017s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000028s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000013s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000021s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000093s : 0.01% Time group info: ------[substitution.] 0.003410 291 1.27% : 0.000043s : 12: substitution.depend_value_elim 0.11% : 0.000004s : 7: substitution.elim_not_effective 0.09% : 0.000003s : 7: substitution.fold_const_symbol 38.36% : 0.001308s : 4: substitution.getattr_setattr_resolve 0.29% : 0.000010s : 8: substitution.graph_param_transform 42.63% : 0.001454s : 28: substitution.inline 1.23% : 0.000042s : 4: substitution.inline_without_move 1.08% : 0.000037s : 35: substitution.j_node_and_user_rematch 0.67% : 0.000023s : 3: substitution.less_batch_normalization 0.67% : 0.000023s : 13: substitution.minmaximum_grad 0.89% : 0.000030s : 14: substitution.partial_eliminate 0.82% : 0.000028s : 35: substitution.remove_not_recompute_node 2.36% : 0.000081s : 16: substitution.replace_applicator 0.63% : 0.000021s : 19: substitution.replace_old_param 0.29% : 0.000010s : 2: substitution.set_cell_output_no_recompute 0.50% : 0.000017s : 3: substitution.switch_simplify 1.32% : 0.000045s : 13: substitution.tuple_list_convert_item_index_to_positive 0.93% : 0.000032s : 13: substitution.tuple_list_get_item_depend_reorder 2.99% : 0.000102s : 30: substitution.tuple_list_get_item_eliminator 0.76% : 0.000026s : 9: substitution.updatestate_pure_node_eliminater 2.09% : 0.000071s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.746393 2 99.61% : 0.743482s : 1: type_inference.infer 0.39% : 0.002911s : 1: type_inference.specialize ------[replace.] 0.000877 53 8.11% : 0.000071s : 3: replace.getattr_setattr_resolve 48.84% : 0.000428s : 28: replace.inline 6.01% : 0.000053s : 1: replace.replace_applicator 9.66% : 0.000085s : 3: replace.switch_simplify 22.28% : 0.000195s : 17: replace.tuple_list_get_item_eliminator 5.10% : 0.000045s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002711 53 43.53% : 0.001180s : 3: match.getattr_setattr_resolve 52.92% : 0.001435s : 28: match.inline 0.78% : 0.000021s : 1: match.replace_applicator 0.57% : 0.000015s : 3: match.switch_simplify 1.68% : 0.000045s : 17: match.tuple_list_get_item_eliminator 0.52% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001085 5919 1.65% : 0.000018s : 99: predicate.accumulaten_eliminater 0.26% : 0.000003s : 8: predicate.ad_related_special_op_eliminate 1.50% : 0.000016s : 99: predicate.addn_check_dump 1.65% : 0.000018s : 99: predicate.addn_zero_filter 2.02% : 0.000022s : 99: predicate.arithmetic_simplify 1.59% : 0.000017s : 99: predicate.cast_eliminate 0.14% : 0.000002s : 8: predicate.check_bprop_eliminate 1.53% : 0.000017s : 99: predicate.compare_switch_simplify 1.62% : 0.000018s : 99: predicate.depend_value_elim 1.66% : 0.000018s : 99: predicate.dict_get_item_const_eliminator 1.51% : 0.000016s : 99: predicate.dict_get_item_eliminator 1.62% : 0.000018s : 99: predicate.dict_set_item_eliminator 0.19% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 8: predicate.elim_not_effective 0.17% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.51% : 0.000016s : 99: predicate.environ_add_const_eliminate 1.67% : 0.000018s : 99: predicate.environ_get_add_eliminate 1.47% : 0.000016s : 99: predicate.environ_get_depend_swap 1.75% : 0.000019s : 99: predicate.environ_get_eliminate 1.58% : 0.000017s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 0.82% : 0.000009s : 42: predicate.get_grad_eliminate 0.71% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 8: predicate.graph_param_transform 3.86% : 0.000042s : 160: predicate.inline 1.87% : 0.000020s : 106: predicate.inline_without_move 0.28% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.96% : 0.000010s : 42: predicate.less_batch_normalization 2.03% : 0.000022s : 116: predicate.list_to_tuple_eliminator_ 2.12% : 0.000023s : 124: predicate.load_eliminater 0.29% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.88% : 0.000031s : 171: predicate.loop_unroll_before_grad 2.03% : 0.000022s : 107: predicate.make_slice_get_slice_eliminator 1.53% : 0.000017s : 99: predicate.merge_addn 1.78% : 0.000019s : 99: predicate.minmaximum_grad 0.33% : 0.000004s : 8: predicate.mutable_eliminate 0.16% : 0.000002s : 8: predicate.opt_reshape 2.17% : 0.000024s : 124: predicate.partial_eliminate 1.52% : 0.000016s : 99: predicate.print_const_string_wrapper 1.67% : 0.000018s : 99: predicate.reduce_eliminate 2.02% : 0.000022s : 116: predicate.redundant_stop_gradient_eliminater 0.39% : 0.000004s : 42: predicate.remove_not_recompute_node 2.28% : 0.000025s : 236: predicate.replace_applicator 0.87% : 0.000009s : 106: predicate.replace_old_param 0.09% : 0.000001s : 8: predicate.reset_defer_inline 1.56% : 0.000017s : 99: predicate.reshape_eliminate 1.55% : 0.000017s : 99: predicate.row_tensor_add_zeros_like 0.18% : 0.000002s : 8: predicate.row_tensor_eliminate 1.64% : 0.000018s : 99: predicate.same_eliminate 0.46% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.26% : 0.000003s : 16: predicate.special_op_eliminate 0.86% : 0.000009s : 50: predicate.specialize_transform 1.64% : 0.000018s : 99: predicate.split_environ_get_set_with_tuple_value 1.67% : 0.000018s : 99: predicate.stack_unstack_eliminate 0.15% : 0.000002s : 8: predicate.switch_call_monad_eliminater 2.97% : 0.000032s : 144: predicate.switch_defer_inline 2.56% : 0.000028s : 144: predicate.switch_layer_defer_inline 5.76% : 0.000062s : 329: predicate.switch_simplify 1.59% : 0.000017s : 99: predicate.tile_eliminate 1.54% : 0.000017s : 99: predicate.transpose_eliminate 1.76% : 0.000019s : 99: predicate.tuple_list_convert_item_index_to_positive 1.80% : 0.000020s : 99: predicate.tuple_list_get_item_depend_reorder 3.06% : 0.000033s : 132: predicate.tuple_list_get_item_eliminator 1.73% : 0.000019s : 99: predicate.tuple_list_set_item_eliminator 1.99% : 0.000022s : 116: predicate.tuple_to_list_eliminator_ 1.97% : 0.000021s : 124: predicate.updatestate_pure_node_eliminater 3.33% : 0.000036s : 168: predicate.updatestate_useless_node_eliminater 1.61% : 0.000017s : 99: predicate.value_based_eliminate 0.12% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.23% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005172 58 55.16% : 0.002853s : 22: func_graph_cloner_run.FuncGraphClonerGraph 8.66% : 0.000448s : 7: func_graph_cloner_run.FuncGraphClonerNode 36.19% : 0.001872s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 2.132098 104 0.01% : 0.000109s : 1: add_recomputation 0.01% : 0.000311s : 1: auto_monad 0.00% : 0.000040s : 1: auto_monad_reorder 0.03% : 0.000742s : 1: bootstrap 0.00% : 0.000041s : 1: cconv 0.00% : 0.000016s : 1: convert_after_rewriter 0.00% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000020s : 1: environ_conv 0.01% : 0.000199s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 48.25% : 1.028793s : 1: jit_opt_a 0.01% : 0.000308s : 1: jit_opt_after_cconv 0.00% : 0.000101s : 1: jit_opt_b 0.03% : 0.000547s : 1: loop_unroll 0.04% : 0.000873s : 1: mutable_eliminate 0.39% : 0.008370s : 52: opt.transform.jit_opt_a 0.01% : 0.000128s : 4: opt.transform.jit_opt_after_cconv 0.00% : 0.000066s : 4: opt.transform.jit_opt_b 0.00% : 0.000024s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000026s : 1: opt.transform.mutable_eliminate 0.00% : 0.000046s : 1: opt.transform.opt_after_jit_grad 0.07% : 0.001448s : 2: opt.transform.opt_resolve 0.00% : 0.000075s : 4: opt.transform.symbol_engine_opt 0.03% : 0.000656s : 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% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000065s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000039s : 1: remove_dup_value 15.80% : 0.336782s : 3: renormalize.infer 0.24% : 0.005078s : 3: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.01% : 0.000230s : 1: rewriter_after_opt_a 0.01% : 0.000155s : 1: rewriter_before_opt_a 0.01% : 0.000140s : 1: symbol_engine_optimizer 35.01% : 0.746535s : 1: type_inference TotalTime = 0.269031, [30] [bootstrap]: 0.00038799 [type_inference]: 0.0911004 [event_method]: 1.485e-05 [auto_monad]: 0.00015575 [graph_reusing]: 6.96999e-06 [pre_auto_parallel]: 2.99001e-06 [py_interpret_to_execute]: 0.00014455 [rewriter_before_opt_a]: 6.063e-05 [expand_dump_flag]: 4e-06 [jit_opt_a]: 0.173632, [2] [Cycle 1]: 0.00274077, [27] [switch_simplify]: 5.24e-05 [loop_unroll]: 1.903e-05 [a_1]: 0.00080256 [with_stream_mark]: 3.519e-05 [recompute_prepare]: 1.388e-05 [updatestate_depend_eliminate]: 7.80998e-06 [updatestate_assign_eliminate]: 6.46999e-06 [updatestate_loads_eliminate]: 5.27999e-06 [parameter_eliminate]: 2.15002e-06 [specialize_transform]: 1.029e-05 [updatestate_useless_node_eliminater]: 1.317e-05 [accelerated_algorithm]: 9.37999e-06 [meta_shard_fg_expand]: 2.74999e-06 [get_grad_eliminate_]: 8.42e-06 [merge_forward]: 6.49001e-06 [cell_reuse_recompute_pass]: 2.17001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.262e-05 [j_node_and_user_rematch]: 1.427e-05 [meta_fg_expand]: 3.76001e-06 [replace_old_param]: 1.485e-05 [inline_without_move]: 9.25999e-06 [renormalize]: 0.00134355 [add_forward_monad_depend]: 8.90999e-06 [auto_monad_grad]: 2.93e-06 [auto_monad_eliminator]: 2.624e-05 [cse]: 4.536e-05 [replace_applicator]: 2.169e-05 [Cycle 2]: 0.00052336, [27] [switch_simplify]: 9.98998e-06 [loop_unroll]: 8.40999e-06 [a_1]: 0.00018174 [with_stream_mark]: 1.739e-05 [recompute_prepare]: 8.63001e-06 [updatestate_depend_eliminate]: 5.83002e-06 [updatestate_assign_eliminate]: 5.02e-06 [updatestate_loads_eliminate]: 4.84e-06 [parameter_eliminate]: 1.89e-06 [specialize_transform]: 8.64e-06 [updatestate_useless_node_eliminater]: 1.155e-05 [accelerated_algorithm]: 7.73001e-06 [meta_shard_fg_expand]: 2.41e-06 [get_grad_eliminate_]: 8.38999e-06 [merge_forward]: 5.08002e-06 [cell_reuse_recompute_pass]: 2.81999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.039e-05 [j_node_and_user_rematch]: 1.335e-05 [meta_fg_expand]: 2.73e-06 [replace_old_param]: 1.252e-05 [inline_without_move]: 8.75001e-06 [renormalize]: 1.00001e-07 [add_forward_monad_depend]: 2.09999e-06 [auto_monad_grad]: 1.01002e-06 [auto_monad_eliminator]: 1.248e-05 [cse]: 2.013e-05 [replace_applicator]: 9.24e-06 [py_interpret_to_execute_after_opt_a]: 1.853e-05 [rewriter_after_opt_a]: 0.00046926 [convert_after_rewriter]: 1.632e-05 [order_py_execute_after_rewriter]: 7.90998e-06 [mutable_eliminate]: 0.00093674 [jit_opt_b]: 8.155e-05, [1] [Cycle 1]: 7.029e-05, [2] [frontend_op_eliminate]: 2.774e-05 [inline_after_opt_a]: 2.84e-05 [cconv]: 4.233e-05 [loop_unroll]: 0.0005296 [jit_opt_after_cconv]: 0.00023472, [1] [Cycle 1]: 0.00022688, [11] [c_1]: 5.357e-05 [parameter_eliminate]: 5.81e-06 [updatestate_depend_eliminate]: 1.277e-05 [updatestate_assign_eliminate]: 5.82999e-06 [updatestate_loads_eliminate]: 4.95001e-06 [cse]: 4.37e-05 [call_graph_tuple_transform]: 2.378e-05 [tuple_list_get_item_eliminator]: 9.03002e-06 [none_parameter_eliminate]: 1.76e-06 [renormalize]: 4.59986e-07 [switch_simplify]: 9.37001e-06 [remove_dup_value]: 2.289e-05 [partial_unused_args_eliminate]: 2.63e-06 [environ_conv]: 8.52e-06 [add_recomputation]: 8.151e-05 [cse_after_recomputation]: 3.056e-05, [1] [Cycle 1]: 2.395e-05, [1] [cse]: 1.779e-05 [auto_monad_reorder]: 3.048e-05 [get_jit_bprop_graph]: 3.09001e-06 [rewriter_after_jit_bprop_graph]: 7.97003e-06 [opt_after_jit_grad]: 0.00057545 [symbol_engine_optimizer]: 0.00010597, [1] [Cycle 1]: 9.755e-05, [6] [build]: 7.32997e-06 [elim_shapecalc]: 1.271e-05 [elim_not_effective]: 2.144e-05 [opt_reshape]: 9.52001e-06 [fold_const_symbol]: 1.395e-05 [renormalize]: 7.59988e-07 [validate]: 6.103e-05 Sums bootstrap : 0.000388s : 0.40% type_inference : 0.091100s : 93.05% event_method : 0.000015s : 0.02% auto_monad : 0.000156s : 0.16% graph_reusing : 0.000007s : 0.01% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000145s : 0.15% rewriter_before_opt_a : 0.000061s : 0.06% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000062s : 0.06% jit_opt_a.loop_unroll : 0.000027s : 0.03% jit_opt_a.a_1 : 0.000984s : 1.01% jit_opt_a.with_stream_mark : 0.000053s : 0.05% jit_opt_a.recompute_prepare : 0.000023s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 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 : 0.02% jit_opt_a.updatestate_useless_node_eliminater : 0.000025s : 0.03% jit_opt_a.accelerated_algorithm : 0.000017s : 0.02% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.01% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.02% jit_opt_a.merge_forward : 0.000012s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.01% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000043s : 0.04% jit_opt_a.j_node_and_user_rematch : 0.000028s : 0.03% jit_opt_a.meta_fg_expand : 0.000006s : 0.01% jit_opt_a.replace_old_param : 0.000027s : 0.03% jit_opt_a.inline_without_move : 0.000018s : 0.02% jit_opt_a.renormalize : 0.001344s : 1.37% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.01% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000039s : 0.04% jit_opt_a.cse : 0.000065s : 0.07% jit_opt_a.replace_applicator : 0.000031s : 0.03% py_interpret_to_execute_after_opt_a : 0.000019s : 0.02% rewriter_after_opt_a : 0.000469s : 0.48% convert_after_rewriter : 0.000016s : 0.02% order_py_execute_after_rewriter : 0.000008s : 0.01% mutable_eliminate : 0.000937s : 0.96% jit_opt_b.frontend_op_eliminate : 0.000028s : 0.03% jit_opt_b.inline_after_opt_a : 0.000028s : 0.03% cconv : 0.000042s : 0.04% loop_unroll : 0.000530s : 0.54% jit_opt_after_cconv.c_1 : 0.000054s : 0.05% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.01% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.01% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000005s : 0.01% jit_opt_after_cconv.cse : 0.000044s : 0.04% jit_opt_after_cconv.call_graph_tuple_transform : 0.000024s : 0.02% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000009s : 0.01% jit_opt_after_cconv.none_parameter_eliminate : 0.000002s : 0.00% jit_opt_after_cconv.renormalize : 0.000000s : 0.00% jit_opt_after_cconv.switch_simplify : 0.000009s : 0.01% remove_dup_value : 0.000023s : 0.02% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.01% add_recomputation : 0.000082s : 0.08% cse_after_recomputation.cse : 0.000018s : 0.02% auto_monad_reorder : 0.000030s : 0.03% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.01% opt_after_jit_grad : 0.000575s : 0.59% symbol_engine_optimizer.build : 0.000007s : 0.01% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000021s : 0.02% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.01% symbol_engine_optimizer.fold_const_symbol : 0.000014s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000061s : 0.06% Time group info: ------[substitution.] 0.000549 43 1.92% : 0.000011s : 2: substitution.depend_value_elim 0.52% : 0.000003s : 4: substitution.elim_not_effective 0.41% : 0.000002s : 4: substitution.fold_const_symbol 1.48% : 0.000008s : 5: substitution.graph_param_transform 87.41% : 0.000480s : 2: substitution.inline 0.97% : 0.000005s : 8: substitution.j_node_and_user_rematch 1.53% : 0.000008s : 8: substitution.remove_not_recompute_node 1.47% : 0.000008s : 2: substitution.replace_old_param 2.29% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 2.00% : 0.000011s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.091023 2 98.75% : 0.089888s : 1: type_inference.infer 1.25% : 0.001135s : 1: type_inference.specialize ------[replace.] 0.000041 2 100.00% : 0.000041s : 2: replace.inline ------[match.] 0.000478 2 100.00% : 0.000478s : 2: match.inline ------[predicate.] 0.000158 767 1.25% : 0.000002s : 11: predicate.accumulaten_eliminater 1.72% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.19% : 0.000002s : 11: predicate.addn_check_dump 1.37% : 0.000002s : 11: predicate.addn_zero_filter 1.72% : 0.000003s : 11: predicate.arithmetic_simplify 1.26% : 0.000002s : 11: predicate.cast_eliminate 0.63% : 0.000001s : 5: predicate.check_bprop_eliminate 1.11% : 0.000002s : 11: predicate.compare_switch_simplify 1.38% : 0.000002s : 11: predicate.depend_value_elim 1.26% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.26% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.23% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.06% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.33% : 0.000001s : 5: predicate.elim_not_effective 0.89% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.28% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.10% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.00% : 0.000002s : 11: predicate.environ_get_depend_swap 1.24% : 0.000002s : 11: predicate.environ_get_eliminate 1.09% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.24% : 0.000002s : 10: predicate.get_grad_eliminate 0.31% : 0.000000s : 5: predicate.graph_param_transform 5.53% : 0.000009s : 23: predicate.inline 1.24% : 0.000002s : 10: predicate.inline_without_move 0.49% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.76% : 0.000003s : 10: predicate.less_batch_normalization 1.76% : 0.000003s : 11: predicate.list_to_tuple_eliminator_ 1.83% : 0.000003s : 16: predicate.load_eliminater 1.55% : 0.000002s : 5: predicate.loop_unroll_after_grad 2.20% : 0.000003s : 20: predicate.loop_unroll_before_grad 2.50% : 0.000004s : 16: predicate.make_slice_get_slice_eliminator 1.27% : 0.000002s : 11: predicate.merge_addn 1.34% : 0.000002s : 11: predicate.minmaximum_grad 2.34% : 0.000004s : 5: predicate.mutable_eliminate 0.62% : 0.000001s : 5: predicate.opt_reshape 1.88% : 0.000003s : 16: predicate.partial_eliminate 1.33% : 0.000002s : 11: predicate.print_const_string_wrapper 1.65% : 0.000003s : 11: predicate.reduce_eliminate 1.18% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.87% : 0.000001s : 10: predicate.remove_not_recompute_node 1.59% : 0.000003s : 21: predicate.replace_applicator 0.73% : 0.000001s : 10: predicate.replace_old_param 0.79% : 0.000001s : 5: predicate.reset_defer_inline 1.35% : 0.000002s : 11: predicate.reshape_eliminate 1.38% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.08% : 0.000002s : 5: predicate.row_tensor_eliminate 1.42% : 0.000002s : 11: predicate.same_eliminate 0.96% : 0.000002s : 10: predicate.set_cell_output_no_recompute 1.25% : 0.000002s : 10: predicate.special_op_eliminate 1.28% : 0.000002s : 10: predicate.specialize_transform 1.40% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.35% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.60% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.81% : 0.000003s : 13: predicate.switch_defer_inline 1.83% : 0.000003s : 13: predicate.switch_layer_defer_inline 5.63% : 0.000009s : 38: predicate.switch_simplify 1.19% : 0.000002s : 11: predicate.tile_eliminate 1.45% : 0.000002s : 11: predicate.transpose_eliminate 1.33% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.21% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.28% : 0.000005s : 21: predicate.tuple_list_get_item_eliminator 1.35% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.27% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.87% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.33% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.30% : 0.000002s : 11: predicate.value_based_eliminate 0.52% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.89% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000371 5 7.57% : 0.000028s : 1: func_graph_cloner_run.FuncGraphClonerGraph 92.43% : 0.000343s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.271790 72 0.03% : 0.000085s : 1: add_recomputation 0.06% : 0.000161s : 1: auto_monad 0.01% : 0.000034s : 1: auto_monad_reorder 0.15% : 0.000416s : 1: bootstrap 0.02% : 0.000045s : 1: cconv 0.01% : 0.000020s : 1: convert_after_rewriter 0.01% : 0.000033s : 1: cse_after_recomputation 0.00% : 0.000011s : 1: environ_conv 0.01% : 0.000022s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 63.89% : 0.173636s : 1: jit_opt_a 0.09% : 0.000238s : 1: jit_opt_after_cconv 0.03% : 0.000085s : 1: jit_opt_b 0.20% : 0.000539s : 1: loop_unroll 0.35% : 0.000951s : 1: mutable_eliminate 0.47% : 0.001285s : 26: opt.transform.jit_opt_a 0.03% : 0.000092s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000048s : 4: opt.transform.jit_opt_b 0.01% : 0.000020s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000029s : 1: opt.transform.mutable_eliminate 0.01% : 0.000036s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000054s : 4: opt.transform.symbol_engine_opt 0.22% : 0.000589s : 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% : 0.000005s : 1: pre_auto_parallel 0.05% : 0.000149s : 1: py_interpret_to_execute 0.01% : 0.000022s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000026s : 1: remove_dup_value 0.33% : 0.000891s : 1: renormalize.infer 0.16% : 0.000441s : 1: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.18% : 0.000478s : 1: rewriter_after_opt_a 0.02% : 0.000065s : 1: rewriter_before_opt_a 0.04% : 0.000109s : 1: symbol_engine_optimizer 33.53% : 0.091126s : 1: type_inference TotalTime = 0.758084, [30] [bootstrap]: 0.0003292 [type_inference]: 0.372572 [event_method]: 0.00021586 [auto_monad]: 0.00026701 [graph_reusing]: 1.03e-05 [pre_auto_parallel]: 3.41001e-06 [py_interpret_to_execute]: 4.431e-05 [rewriter_before_opt_a]: 0.0001655 [expand_dump_flag]: 3.95e-06 [jit_opt_a]: 0.381017, [4] [Cycle 1]: 0.182693, [27] [switch_simplify]: 0.00022409 [loop_unroll]: 5.857e-05 [a_1]: 0.00152672 [with_stream_mark]: 4.852e-05 [recompute_prepare]: 3.372e-05 [updatestate_depend_eliminate]: 1.325e-05 [updatestate_assign_eliminate]: 1.098e-05 [updatestate_loads_eliminate]: 1.041e-05 [parameter_eliminate]: 4.15e-06 [specialize_transform]: 2.18e-05 [updatestate_useless_node_eliminater]: 2.615e-05 [accelerated_algorithm]: 1.954e-05 [meta_shard_fg_expand]: 5.66e-06 [get_grad_eliminate_]: 1.982e-05 [merge_forward]: 1.249e-05 [cell_reuse_recompute_pass]: 1.66e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.282e-05 [j_node_and_user_rematch]: 3.606e-05 [meta_fg_expand]: 0.149696 [replace_old_param]: 0.0001429 [inline_without_move]: 0.00013131 [renormalize]: 0.0295806 [add_forward_monad_depend]: 2.176e-05 [auto_monad_grad]: 1.184e-05 [auto_monad_eliminator]: 0.00011762 [cse]: 0.00031629 [replace_applicator]: 0.00021456 [Cycle 2]: 0.190975, [27] [switch_simplify]: 9.162e-05 [loop_unroll]: 8.758e-05 [a_1]: 0.00373762 [with_stream_mark]: 4.638e-05 [recompute_prepare]: 3.537e-05 [updatestate_depend_eliminate]: 1.494e-05 [updatestate_assign_eliminate]: 1.568e-05 [updatestate_loads_eliminate]: 1.513e-05 [parameter_eliminate]: 4.75001e-06 [specialize_transform]: 2.36e-05 [updatestate_useless_node_eliminater]: 8.273e-05 [accelerated_algorithm]: 3.349e-05 [meta_shard_fg_expand]: 4.75001e-06 [get_grad_eliminate_]: 1.541e-05 [merge_forward]: 8.84e-06 [cell_reuse_recompute_pass]: 1.05001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.138e-05 [j_node_and_user_rematch]: 2.567e-05 [meta_fg_expand]: 0.00012239 [replace_old_param]: 2.219e-05 [inline_without_move]: 1.544e-05 [renormalize]: 0.186068 [add_forward_monad_depend]: 1.035e-05 [auto_monad_grad]: 3.10002e-06 [auto_monad_eliminator]: 3.546e-05 [cse]: 0.00015514 [replace_applicator]: 3.571e-05 [Cycle 3]: 0.00199219, [27] [switch_simplify]: 1.617e-05 [loop_unroll]: 1.515e-05 [a_1]: 0.00035324 [with_stream_mark]: 2.471e-05 [recompute_prepare]: 1.498e-05 [updatestate_depend_eliminate]: 3.895e-05 [updatestate_assign_eliminate]: 7.92e-06 [updatestate_loads_eliminate]: 6.74999e-06 [parameter_eliminate]: 2.42001e-06 [specialize_transform]: 1.365e-05 [updatestate_useless_node_eliminater]: 1.709e-05 [accelerated_algorithm]: 1.854e-05 [meta_shard_fg_expand]: 3.09001e-06 [get_grad_eliminate_]: 1.269e-05 [merge_forward]: 7.51999e-06 [cell_reuse_recompute_pass]: 4.53001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.853e-05 [j_node_and_user_rematch]: 2.105e-05 [meta_fg_expand]: 5.19e-06 [replace_old_param]: 1.628e-05 [inline_without_move]: 1.115e-05 [renormalize]: 0.00096272 [add_forward_monad_depend]: 8.32e-06 [auto_monad_grad]: 2.63e-06 [auto_monad_eliminator]: 2.786e-05 [cse]: 0.00010011 [replace_applicator]: 2.738e-05 [Cycle 4]: 0.00090584, [27] [switch_simplify]: 1.461e-05 [loop_unroll]: 1.394e-05 [a_1]: 0.00029035 [with_stream_mark]: 1.813e-05 [recompute_prepare]: 1.216e-05 [updatestate_depend_eliminate]: 7.63001e-06 [updatestate_assign_eliminate]: 6.83e-06 [updatestate_loads_eliminate]: 6.27001e-06 [parameter_eliminate]: 1.71998e-06 [specialize_transform]: 1.314e-05 [updatestate_useless_node_eliminater]: 1.654e-05 [accelerated_algorithm]: 1.668e-05 [meta_shard_fg_expand]: 2.90002e-06 [get_grad_eliminate_]: 1.19e-05 [merge_forward]: 7.21999e-06 [cell_reuse_recompute_pass]: 2.73e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.587e-05 [j_node_and_user_rematch]: 2.779e-05 [meta_fg_expand]: 5.20999e-06 [replace_old_param]: 1.624e-05 [inline_without_move]: 1.239e-05 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 2.75002e-06 [auto_monad_grad]: 2.68e-06 [auto_monad_eliminator]: 2.447e-05 [cse]: 4.718e-05 [replace_applicator]: 1.378e-05 [py_interpret_to_execute_after_opt_a]: 2.231e-05 [rewriter_after_opt_a]: 0.00021071 [convert_after_rewriter]: 1.642e-05 [order_py_execute_after_rewriter]: 1.068e-05 [mutable_eliminate]: 0.0008076 [jit_opt_b]: 0.00010567, [1] [Cycle 1]: 9.571e-05, [2] [frontend_op_eliminate]: 4.211e-05 [inline_after_opt_a]: 3.937e-05 [cconv]: 3.9e-05 [loop_unroll]: 0.00055924 [jit_opt_after_cconv]: 0.00030526, [1] [Cycle 1]: 0.00029747, [11] [c_1]: 6.71e-05 [parameter_eliminate]: 2.69999e-06 [updatestate_depend_eliminate]: 1.218e-05 [updatestate_assign_eliminate]: 6.45002e-06 [updatestate_loads_eliminate]: 6.56e-06 [cse]: 8.052e-05 [call_graph_tuple_transform]: 3.418e-05 [tuple_list_get_item_eliminator]: 1.276e-05 [none_parameter_eliminate]: 1.79e-06 [renormalize]: 9.39996e-07 [switch_simplify]: 1.362e-05 [remove_dup_value]: 8.2e-05 [partial_unused_args_eliminate]: 2.58e-06 [environ_conv]: 1.69e-05 [add_recomputation]: 0.00011057 [cse_after_recomputation]: 5.117e-05, [1] [Cycle 1]: 4.292e-05, [1] [cse]: 3.47e-05 [auto_monad_reorder]: 3.681e-05 [get_jit_bprop_graph]: 2.44999e-06 [rewriter_after_jit_bprop_graph]: 9.24998e-06 [opt_after_jit_grad]: 0.00059481 [symbol_engine_optimizer]: 0.00013323, [1] [Cycle 1]: 0.00012574, [6] [build]: 1.651e-05 [elim_shapecalc]: 1.61e-05 [elim_not_effective]: 2.891e-05 [opt_reshape]: 1.361e-05 [fold_const_symbol]: 2.009e-05 [renormalize]: 3.60014e-07 [validate]: 7.117e-05 Sums bootstrap : 0.000329s : 0.04% type_inference : 0.372572s : 49.54% event_method : 0.000216s : 0.03% auto_monad : 0.000267s : 0.04% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000044s : 0.01% rewriter_before_opt_a : 0.000166s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000346s : 0.05% jit_opt_a.loop_unroll : 0.000175s : 0.02% jit_opt_a.a_1 : 0.005908s : 0.79% jit_opt_a.with_stream_mark : 0.000138s : 0.02% jit_opt_a.recompute_prepare : 0.000096s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000075s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000041s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000039s : 0.01% jit_opt_a.parameter_eliminate : 0.000013s : 0.00% jit_opt_a.specialize_transform : 0.000072s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000143s : 0.02% jit_opt_a.accelerated_algorithm : 0.000088s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000016s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000060s : 0.01% jit_opt_a.merge_forward : 0.000036s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000010s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000129s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000111s : 0.01% jit_opt_a.meta_fg_expand : 0.149828s : 19.92% jit_opt_a.replace_old_param : 0.000198s : 0.03% jit_opt_a.inline_without_move : 0.000170s : 0.02% jit_opt_a.renormalize : 0.216611s : 28.80% jit_opt_a.add_forward_monad_depend : 0.000043s : 0.01% jit_opt_a.auto_monad_grad : 0.000020s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000205s : 0.03% jit_opt_a.cse : 0.000619s : 0.08% jit_opt_a.replace_applicator : 0.000291s : 0.04% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000211s : 0.03% convert_after_rewriter : 0.000016s : 0.00% order_py_execute_after_rewriter : 0.000011s : 0.00% mutable_eliminate : 0.000808s : 0.11% jit_opt_b.frontend_op_eliminate : 0.000042s : 0.01% jit_opt_b.inline_after_opt_a : 0.000039s : 0.01% cconv : 0.000039s : 0.01% loop_unroll : 0.000559s : 0.07% jit_opt_after_cconv.c_1 : 0.000067s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000003s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000012s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000081s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000034s : 0.00% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 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 : 0.000014s : 0.00% remove_dup_value : 0.000082s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000017s : 0.00% add_recomputation : 0.000111s : 0.01% cse_after_recomputation.cse : 0.000035s : 0.00% auto_monad_reorder : 0.000037s : 0.00% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000009s : 0.00% opt_after_jit_grad : 0.000595s : 0.08% symbol_engine_optimizer.build : 0.000017s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000016s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000029s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000020s : 0.00% symbol_engine_optimizer.renormalize : 0.000000s : 0.00% validate : 0.000071s : 0.01% Time group info: ------[substitution.] 0.002770 291 1.47% : 0.000041s : 12: substitution.depend_value_elim 0.16% : 0.000004s : 7: substitution.elim_not_effective 0.12% : 0.000003s : 7: substitution.fold_const_symbol 33.29% : 0.000922s : 4: substitution.getattr_setattr_resolve 0.35% : 0.000010s : 8: substitution.graph_param_transform 46.34% : 0.001284s : 28: substitution.inline 1.65% : 0.000046s : 4: substitution.inline_without_move 0.77% : 0.000021s : 35: substitution.j_node_and_user_rematch 0.80% : 0.000022s : 3: substitution.less_batch_normalization 0.75% : 0.000021s : 13: substitution.minmaximum_grad 0.53% : 0.000015s : 14: substitution.partial_eliminate 0.93% : 0.000026s : 35: substitution.remove_not_recompute_node 2.21% : 0.000061s : 16: substitution.replace_applicator 0.73% : 0.000020s : 19: substitution.replace_old_param 0.29% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.61% : 0.000017s : 3: substitution.switch_simplify 1.61% : 0.000044s : 13: substitution.tuple_list_convert_item_index_to_positive 1.13% : 0.000031s : 13: substitution.tuple_list_get_item_depend_reorder 3.31% : 0.000092s : 30: substitution.tuple_list_get_item_eliminator 0.83% : 0.000023s : 9: substitution.updatestate_pure_node_eliminater 2.13% : 0.000059s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.372465 2 99.17% : 0.369381s : 1: type_inference.infer 0.83% : 0.003084s : 1: type_inference.specialize ------[replace.] 0.000798 53 9.68% : 0.000077s : 3: replace.getattr_setattr_resolve 49.47% : 0.000395s : 28: replace.inline 4.12% : 0.000033s : 1: replace.replace_applicator 9.61% : 0.000077s : 3: replace.switch_simplify 21.96% : 0.000175s : 17: replace.tuple_list_get_item_eliminator 5.15% : 0.000041s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002215 53 39.21% : 0.000868s : 3: match.getattr_setattr_resolve 57.19% : 0.001267s : 28: match.inline 0.56% : 0.000013s : 1: match.replace_applicator 0.67% : 0.000015s : 3: match.switch_simplify 1.82% : 0.000040s : 17: match.tuple_list_get_item_eliminator 0.54% : 0.000012s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001017 5919 1.68% : 0.000017s : 99: predicate.accumulaten_eliminater 0.35% : 0.000004s : 8: predicate.ad_related_special_op_eliminate 1.58% : 0.000016s : 99: predicate.addn_check_dump 1.70% : 0.000017s : 99: predicate.addn_zero_filter 1.85% : 0.000019s : 99: predicate.arithmetic_simplify 1.61% : 0.000016s : 99: predicate.cast_eliminate 0.21% : 0.000002s : 8: predicate.check_bprop_eliminate 1.49% : 0.000015s : 99: predicate.compare_switch_simplify 1.77% : 0.000018s : 99: predicate.depend_value_elim 1.59% : 0.000016s : 99: predicate.dict_get_item_const_eliminator 1.62% : 0.000016s : 99: predicate.dict_get_item_eliminator 1.66% : 0.000017s : 99: predicate.dict_set_item_eliminator 0.20% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 8: predicate.elim_not_effective 0.18% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.57% : 0.000016s : 99: predicate.environ_add_const_eliminate 1.64% : 0.000017s : 99: predicate.environ_get_add_eliminate 1.56% : 0.000016s : 99: predicate.environ_get_depend_swap 1.67% : 0.000017s : 99: predicate.environ_get_eliminate 1.51% : 0.000015s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 0.82% : 0.000008s : 42: predicate.get_grad_eliminate 0.69% : 0.000007s : 20: predicate.getattr_setattr_resolve 0.07% : 0.000001s : 8: predicate.graph_param_transform 4.13% : 0.000042s : 160: predicate.inline 1.88% : 0.000019s : 106: predicate.inline_without_move 0.31% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.93% : 0.000009s : 42: predicate.less_batch_normalization 1.91% : 0.000019s : 116: predicate.list_to_tuple_eliminator_ 2.01% : 0.000020s : 124: predicate.load_eliminater 0.28% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.69% : 0.000027s : 171: predicate.loop_unroll_before_grad 1.75% : 0.000018s : 107: predicate.make_slice_get_slice_eliminator 1.54% : 0.000016s : 99: predicate.merge_addn 1.68% : 0.000017s : 99: predicate.minmaximum_grad 0.41% : 0.000004s : 8: predicate.mutable_eliminate 0.16% : 0.000002s : 8: predicate.opt_reshape 2.18% : 0.000022s : 124: predicate.partial_eliminate 1.50% : 0.000015s : 99: predicate.print_const_string_wrapper 1.70% : 0.000017s : 99: predicate.reduce_eliminate 1.86% : 0.000019s : 116: predicate.redundant_stop_gradient_eliminater 0.45% : 0.000005s : 42: predicate.remove_not_recompute_node 2.31% : 0.000023s : 236: predicate.replace_applicator 0.89% : 0.000009s : 106: predicate.replace_old_param 0.12% : 0.000001s : 8: predicate.reset_defer_inline 1.67% : 0.000017s : 99: predicate.reshape_eliminate 1.68% : 0.000017s : 99: predicate.row_tensor_add_zeros_like 0.21% : 0.000002s : 8: predicate.row_tensor_eliminate 1.58% : 0.000016s : 99: predicate.same_eliminate 0.44% : 0.000004s : 52: predicate.set_cell_output_no_recompute 0.27% : 0.000003s : 16: predicate.special_op_eliminate 0.87% : 0.000009s : 50: predicate.specialize_transform 1.60% : 0.000016s : 99: predicate.split_environ_get_set_with_tuple_value 1.50% : 0.000015s : 99: predicate.stack_unstack_eliminate 0.14% : 0.000001s : 8: predicate.switch_call_monad_eliminater 2.95% : 0.000030s : 144: predicate.switch_defer_inline 2.47% : 0.000025s : 144: predicate.switch_layer_defer_inline 5.68% : 0.000058s : 329: predicate.switch_simplify 1.61% : 0.000016s : 99: predicate.tile_eliminate 1.65% : 0.000017s : 99: predicate.transpose_eliminate 1.89% : 0.000019s : 99: predicate.tuple_list_convert_item_index_to_positive 1.90% : 0.000019s : 99: predicate.tuple_list_get_item_depend_reorder 3.11% : 0.000032s : 132: predicate.tuple_list_get_item_eliminator 1.72% : 0.000018s : 99: predicate.tuple_list_set_item_eliminator 1.90% : 0.000019s : 116: predicate.tuple_to_list_eliminator_ 2.08% : 0.000021s : 124: predicate.updatestate_pure_node_eliminater 3.16% : 0.000032s : 168: predicate.updatestate_useless_node_eliminater 1.69% : 0.000017s : 99: predicate.value_based_eliminate 0.13% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.21% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004783 58 56.83% : 0.002718s : 22: func_graph_cloner_run.FuncGraphClonerGraph 7.70% : 0.000368s : 7: func_graph_cloner_run.FuncGraphClonerNode 35.47% : 0.001696s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.983626 104 0.01% : 0.000114s : 1: add_recomputation 0.03% : 0.000277s : 1: auto_monad 0.00% : 0.000040s : 1: auto_monad_reorder 0.04% : 0.000358s : 1: bootstrap 0.00% : 0.000042s : 1: cconv 0.00% : 0.000020s : 1: convert_after_rewriter 0.01% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000019s : 1: environ_conv 0.02% : 0.000226s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 38.74% : 0.381021s : 1: jit_opt_a 0.03% : 0.000309s : 1: jit_opt_after_cconv 0.01% : 0.000109s : 1: jit_opt_b 0.06% : 0.000569s : 1: loop_unroll 0.08% : 0.000822s : 1: mutable_eliminate 0.78% : 0.007701s : 52: opt.transform.jit_opt_a 0.01% : 0.000123s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000072s : 4: opt.transform.jit_opt_b 0.00% : 0.000023s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000026s : 1: opt.transform.mutable_eliminate 0.00% : 0.000046s : 1: opt.transform.opt_after_jit_grad 0.11% : 0.001070s : 2: opt.transform.opt_resolve 0.01% : 0.000074s : 4: opt.transform.symbol_engine_opt 0.06% : 0.000605s : 1: opt_after_jit_grad 0.00% : 0.000013s : 1: order_py_execute_after_rewriter 0.00% : 0.000005s : 1: partial_unused_args_eliminate 0.00% : 0.000006s : 1: pre_auto_parallel 0.00% : 0.000047s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000086s : 1: remove_dup_value 20.25% : 0.199184s : 3: renormalize.infer 1.77% : 0.017380s : 3: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000216s : 1: rewriter_after_opt_a 0.02% : 0.000170s : 1: rewriter_before_opt_a 0.01% : 0.000136s : 1: symbol_engine_optimizer 37.88% : 0.372601s : 1: type_inference TotalTime = 0.222644, [30] [bootstrap]: 0.00035302 [type_inference]: 0.211362 [event_method]: 1.669e-05 [auto_monad]: 0.00015531 [graph_reusing]: 6.59001e-06 [pre_auto_parallel]: 3.05002e-06 [py_interpret_to_execute]: 0.00013284 [rewriter_before_opt_a]: 6.203e-05 [expand_dump_flag]: 3.48e-06 [jit_opt_a]: 0.00703217, [2] [Cycle 1]: 0.00224263, [27] [switch_simplify]: 5.058e-05 [loop_unroll]: 1.848e-05 [a_1]: 0.00045579 [with_stream_mark]: 3.194e-05 [recompute_prepare]: 1.157e-05 [updatestate_depend_eliminate]: 7.6e-06 [updatestate_assign_eliminate]: 5.71003e-06 [updatestate_loads_eliminate]: 4.81002e-06 [parameter_eliminate]: 2.54999e-06 [specialize_transform]: 9.05001e-06 [updatestate_useless_node_eliminater]: 1.178e-05 [accelerated_algorithm]: 8.21002e-06 [meta_shard_fg_expand]: 3.01999e-06 [get_grad_eliminate_]: 7.77e-06 [merge_forward]: 5.54e-06 [cell_reuse_recompute_pass]: 1.60001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.185e-05 [j_node_and_user_rematch]: 1.488e-05 [meta_fg_expand]: 3.76001e-06 [replace_old_param]: 1.367e-05 [inline_without_move]: 8.02e-06 [renormalize]: 0.00123017 [add_forward_monad_depend]: 9.07001e-06 [auto_monad_grad]: 2.41e-06 [auto_monad_eliminator]: 2.577e-05 [cse]: 4.317e-05 [replace_applicator]: 2.163e-05 [Cycle 2]: 0.0005181, [27] [switch_simplify]: 9.64e-06 [loop_unroll]: 7.8e-06 [a_1]: 0.00018128 [with_stream_mark]: 1.913e-05 [recompute_prepare]: 9.03002e-06 [updatestate_depend_eliminate]: 5.99e-06 [updatestate_assign_eliminate]: 5.19e-06 [updatestate_loads_eliminate]: 4.82e-06 [parameter_eliminate]: 1.72999e-06 [specialize_transform]: 8.57998e-06 [updatestate_useless_node_eliminater]: 1.102e-05 [accelerated_algorithm]: 7.45998e-06 [meta_shard_fg_expand]: 2.17001e-06 [get_grad_eliminate_]: 7.49002e-06 [merge_forward]: 5.54e-06 [cell_reuse_recompute_pass]: 2.78e-06 [cell_reuse_handle_not_recompute_node_pass]: 1.836e-05 [j_node_and_user_rematch]: 1.288e-05 [meta_fg_expand]: 3.25e-06 [replace_old_param]: 1.158e-05 [inline_without_move]: 8.03001e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.34999e-06 [auto_monad_grad]: 1.34e-06 [auto_monad_eliminator]: 1.305e-05 [cse]: 2.145e-05 [replace_applicator]: 8.27e-06 [py_interpret_to_execute_after_opt_a]: 1.772e-05 [rewriter_after_opt_a]: 0.00054288 [convert_after_rewriter]: 1.585e-05 [order_py_execute_after_rewriter]: 7.46999e-06 [mutable_eliminate]: 0.00084095 [jit_opt_b]: 8.276e-05, [1] [Cycle 1]: 7.303e-05, [2] [frontend_op_eliminate]: 2.882e-05 [inline_after_opt_a]: 2.888e-05 [cconv]: 4.12e-05 [loop_unroll]: 0.00053394 [jit_opt_after_cconv]: 0.00024333, [1] [Cycle 1]: 0.00023541, [11] [c_1]: 5.615e-05 [parameter_eliminate]: 5.62001e-06 [updatestate_depend_eliminate]: 1.321e-05 [updatestate_assign_eliminate]: 5.89999e-06 [updatestate_loads_eliminate]: 4.77e-06 [cse]: 4.957e-05 [call_graph_tuple_transform]: 2.464e-05 [tuple_list_get_item_eliminator]: 9.29e-06 [none_parameter_eliminate]: 1.92001e-06 [renormalize]: 5.19998e-07 [switch_simplify]: 9.13002e-06 [remove_dup_value]: 6.967e-05 [partial_unused_args_eliminate]: 2.94001e-06 [environ_conv]: 9.42999e-06 [add_recomputation]: 7.903e-05 [cse_after_recomputation]: 3.355e-05, [1] [Cycle 1]: 2.644e-05, [1] [cse]: 1.875e-05 [auto_monad_reorder]: 2.832e-05 [get_jit_bprop_graph]: 2.56e-06 [rewriter_after_jit_bprop_graph]: 8.28999e-06 [opt_after_jit_grad]: 0.0005515 [symbol_engine_optimizer]: 9.974e-05, [1] [Cycle 1]: 9.244e-05, [6] [build]: 6.66e-06 [elim_shapecalc]: 1.26e-05 [elim_not_effective]: 1.978e-05 [opt_reshape]: 9.15001e-06 [fold_const_symbol]: 1.348e-05 [renormalize]: 5.60016e-07 [validate]: 5.884e-05 Sums bootstrap : 0.000353s : 0.16% type_inference : 0.211362s : 97.11% event_method : 0.000017s : 0.01% auto_monad : 0.000155s : 0.07% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000133s : 0.06% rewriter_before_opt_a : 0.000062s : 0.03% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000060s : 0.03% jit_opt_a.loop_unroll : 0.000026s : 0.01% jit_opt_a.a_1 : 0.000637s : 0.29% jit_opt_a.with_stream_mark : 0.000051s : 0.02% jit_opt_a.recompute_prepare : 0.000021s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000014s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000011s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000004s : 0.00% jit_opt_a.specialize_transform : 0.000018s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000023s : 0.01% jit_opt_a.accelerated_algorithm : 0.000016s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000015s : 0.01% jit_opt_a.merge_forward : 0.000011s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000004s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000040s : 0.02% 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 : 0.000025s : 0.01% jit_opt_a.inline_without_move : 0.000016s : 0.01% jit_opt_a.renormalize : 0.001230s : 0.57% jit_opt_a.add_forward_monad_depend : 0.000011s : 0.01% jit_opt_a.auto_monad_grad : 0.000004s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000039s : 0.02% jit_opt_a.cse : 0.000065s : 0.03% jit_opt_a.replace_applicator : 0.000030s : 0.01% py_interpret_to_execute_after_opt_a : 0.000018s : 0.01% rewriter_after_opt_a : 0.000543s : 0.25% convert_after_rewriter : 0.000016s : 0.01% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.000841s : 0.39% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.01% jit_opt_b.inline_after_opt_a : 0.000029s : 0.01% cconv : 0.000041s : 0.02% loop_unroll : 0.000534s : 0.25% jit_opt_after_cconv.c_1 : 0.000056s : 0.03% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000013s : 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 : 0.000050s : 0.02% 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 : 0.000070s : 0.03% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000079s : 0.04% cse_after_recomputation.cse : 0.000019s : 0.01% auto_monad_reorder : 0.000028s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000551s : 0.25% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000020s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000013s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000059s : 0.03% Time group info: ------[substitution.] 0.000228 43 4.96% : 0.000011s : 2: substitution.depend_value_elim 1.50% : 0.000003s : 4: substitution.elim_not_effective 0.86% : 0.000002s : 4: substitution.fold_const_symbol 3.39% : 0.000008s : 5: substitution.graph_param_transform 69.79% : 0.000159s : 2: substitution.inline 2.37% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.22% : 0.000007s : 8: substitution.remove_not_recompute_node 3.01% : 0.000007s : 2: substitution.replace_old_param 5.82% : 0.000013s : 3: substitution.updatestate_pure_node_eliminater 5.08% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.211287 2 99.51% : 0.210253s : 1: type_inference.infer 0.49% : 0.001034s : 1: type_inference.specialize ------[replace.] 0.000033 2 100.00% : 0.000033s : 2: replace.inline ------[match.] 0.000157 2 100.00% : 0.000157s : 2: match.inline ------[predicate.] 0.000154 767 1.21% : 0.000002s : 11: predicate.accumulaten_eliminater 1.31% : 0.000002s : 5: predicate.ad_related_special_op_eliminate 1.11% : 0.000002s : 11: predicate.addn_check_dump 1.28% : 0.000002s : 11: predicate.addn_zero_filter 2.59% : 0.000004s : 11: predicate.arithmetic_simplify 1.27% : 0.000002s : 11: predicate.cast_eliminate 0.60% : 0.000001s : 5: predicate.check_bprop_eliminate 1.03% : 0.000002s : 11: predicate.compare_switch_simplify 1.43% : 0.000002s : 11: predicate.depend_value_elim 1.08% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.32% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.22% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.03% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.49% : 0.000001s : 5: predicate.elim_not_effective 0.77% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.70% : 0.000003s : 11: predicate.environ_add_const_eliminate 1.17% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.18% : 0.000002s : 11: predicate.environ_get_depend_swap 1.19% : 0.000002s : 11: predicate.environ_get_eliminate 1.06% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.29% : 0.000000s : 5: predicate.fold_const_symbol 1.36% : 0.000002s : 10: predicate.get_grad_eliminate 0.33% : 0.000001s : 5: predicate.graph_param_transform 5.00% : 0.000008s : 23: predicate.inline 1.35% : 0.000002s : 10: predicate.inline_without_move 0.51% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.29% : 0.000002s : 10: predicate.less_batch_normalization 1.32% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 2.11% : 0.000003s : 16: predicate.load_eliminater 1.86% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.42% : 0.000004s : 20: predicate.loop_unroll_before_grad 1.90% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.04% : 0.000002s : 11: predicate.merge_addn 1.30% : 0.000002s : 11: predicate.minmaximum_grad 2.39% : 0.000004s : 5: predicate.mutable_eliminate 0.82% : 0.000001s : 5: predicate.opt_reshape 2.06% : 0.000003s : 16: predicate.partial_eliminate 1.28% : 0.000002s : 11: predicate.print_const_string_wrapper 1.83% : 0.000003s : 11: predicate.reduce_eliminate 1.34% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 0.94% : 0.000001s : 10: predicate.remove_not_recompute_node 1.71% : 0.000003s : 21: predicate.replace_applicator 0.85% : 0.000001s : 10: predicate.replace_old_param 0.64% : 0.000001s : 5: predicate.reset_defer_inline 1.18% : 0.000002s : 11: predicate.reshape_eliminate 1.38% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.21% : 0.000002s : 5: predicate.row_tensor_eliminate 1.14% : 0.000002s : 11: predicate.same_eliminate 0.64% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.17% : 0.000002s : 10: predicate.special_op_eliminate 1.21% : 0.000002s : 10: predicate.specialize_transform 1.24% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.13% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.65% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.57% : 0.000002s : 13: predicate.switch_defer_inline 1.43% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.26% : 0.000008s : 38: predicate.switch_simplify 1.13% : 0.000002s : 11: predicate.tile_eliminate 1.21% : 0.000002s : 11: predicate.transpose_eliminate 1.83% : 0.000003s : 11: predicate.tuple_list_convert_item_index_to_positive 1.61% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 4.02% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.40% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.23% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.96% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.52% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.35% : 0.000002s : 11: predicate.value_based_eliminate 0.52% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.02% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000345 5 7.79% : 0.000027s : 1: func_graph_cloner_run.FuncGraphClonerGraph 92.21% : 0.000318s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.224927 72 0.04% : 0.000083s : 1: add_recomputation 0.07% : 0.000161s : 1: auto_monad 0.01% : 0.000031s : 1: auto_monad_reorder 0.17% : 0.000380s : 1: bootstrap 0.02% : 0.000044s : 1: cconv 0.01% : 0.000020s : 1: convert_after_rewriter 0.02% : 0.000036s : 1: cse_after_recomputation 0.01% : 0.000012s : 1: environ_conv 0.01% : 0.000022s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 3.13% : 0.007036s : 1: jit_opt_a 0.11% : 0.000247s : 1: jit_opt_after_cconv 0.04% : 0.000086s : 1: jit_opt_b 0.24% : 0.000544s : 1: loop_unroll 0.38% : 0.000856s : 1: mutable_eliminate 0.41% : 0.000921s : 26: opt.transform.jit_opt_a 0.04% : 0.000095s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000050s : 4: opt.transform.jit_opt_b 0.01% : 0.000019s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000028s : 1: opt.transform.mutable_eliminate 0.02% : 0.000034s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000051s : 4: opt.transform.symbol_engine_opt 0.25% : 0.000561s : 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% : 0.000005s : 1: pre_auto_parallel 0.06% : 0.000138s : 1: py_interpret_to_execute 0.01% : 0.000021s : 1: py_interpret_to_execute_after_opt_a 0.03% : 0.000073s : 1: remove_dup_value 0.35% : 0.000780s : 1: renormalize.infer 0.20% : 0.000440s : 1: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.25% : 0.000552s : 1: rewriter_after_opt_a 0.03% : 0.000067s : 1: rewriter_before_opt_a 0.05% : 0.000103s : 1: symbol_engine_optimizer 93.98% : 0.211383s : 1: type_inference TotalTime = 0.712829, [30] [bootstrap]: 0.00040848 [type_inference]: 0.35382 [event_method]: 0.00023934 [auto_monad]: 0.0003199 [graph_reusing]: 1.013e-05 [pre_auto_parallel]: 3.7e-06 [py_interpret_to_execute]: 5.551e-05 [rewriter_before_opt_a]: 0.0001563 [expand_dump_flag]: 3.88999e-06 [jit_opt_a]: 0.354066, [4] [Cycle 1]: 0.247516, [27] [switch_simplify]: 0.00024479 [loop_unroll]: 6.112e-05 [a_1]: 0.102041 [with_stream_mark]: 5.492e-05 [recompute_prepare]: 4.32e-05 [updatestate_depend_eliminate]: 1.457e-05 [updatestate_assign_eliminate]: 1.168e-05 [updatestate_loads_eliminate]: 1.051e-05 [parameter_eliminate]: 3.97002e-06 [specialize_transform]: 2.177e-05 [updatestate_useless_node_eliminater]: 2.6e-05 [accelerated_algorithm]: 2.07e-05 [meta_shard_fg_expand]: 1.084e-05 [get_grad_eliminate_]: 1.958e-05 [merge_forward]: 1.303e-05 [cell_reuse_recompute_pass]: 1.29e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.183e-05 [j_node_and_user_rematch]: 3.774e-05 [meta_fg_expand]: 0.00708301 [replace_old_param]: 0.00024284 [inline_without_move]: 0.00014056 [renormalize]: 0.136125 [add_forward_monad_depend]: 2.708e-05 [auto_monad_grad]: 1.295e-05 [auto_monad_eliminator]: 0.00013288 [cse]: 0.00034945 [replace_applicator]: 0.00026608 [Cycle 2]: 0.0987268, [27] [switch_simplify]: 9.837e-05 [loop_unroll]: 0.00010248 [a_1]: 0.00462495 [with_stream_mark]: 5.329e-05 [recompute_prepare]: 4.72e-05 [updatestate_depend_eliminate]: 1.518e-05 [updatestate_assign_eliminate]: 1.573e-05 [updatestate_loads_eliminate]: 1.424e-05 [parameter_eliminate]: 5.47001e-06 [specialize_transform]: 2.572e-05 [updatestate_useless_node_eliminater]: 0.00012522 [accelerated_algorithm]: 3.897e-05 [meta_shard_fg_expand]: 7.02002e-06 [get_grad_eliminate_]: 1.442e-05 [merge_forward]: 9.12999e-06 [cell_reuse_recompute_pass]: 1.98002e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.769e-05 [j_node_and_user_rematch]: 2.637e-05 [meta_fg_expand]: 0.00013843 [replace_old_param]: 3.151e-05 [inline_without_move]: 1.432e-05 [renormalize]: 0.0927019 [add_forward_monad_depend]: 1.328e-05 [auto_monad_grad]: 3.25002e-06 [auto_monad_eliminator]: 3.602e-05 [cse]: 0.00018539 [replace_applicator]: 3.791e-05 [Cycle 3]: 0.00227733, [27] [switch_simplify]: 1.769e-05 [loop_unroll]: 1.607e-05 [a_1]: 0.00038034 [with_stream_mark]: 2.902e-05 [recompute_prepare]: 1.949e-05 [updatestate_depend_eliminate]: 4.677e-05 [updatestate_assign_eliminate]: 9.46e-06 [updatestate_loads_eliminate]: 6.83e-06 [parameter_eliminate]: 2.72001e-06 [specialize_transform]: 1.763e-05 [updatestate_useless_node_eliminater]: 1.821e-05 [accelerated_algorithm]: 1.78e-05 [meta_shard_fg_expand]: 4.45e-06 [get_grad_eliminate_]: 1.157e-05 [merge_forward]: 8.85001e-06 [cell_reuse_recompute_pass]: 4.99998e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.115e-05 [j_node_and_user_rematch]: 2.109e-05 [meta_fg_expand]: 5.03002e-06 [replace_old_param]: 1.674e-05 [inline_without_move]: 1.318e-05 [renormalize]: 0.00117085 [add_forward_monad_depend]: 1.022e-05 [auto_monad_grad]: 3.43e-06 [auto_monad_eliminator]: 3.241e-05 [cse]: 0.00011201 [replace_applicator]: 3.144e-05 [Cycle 4]: 0.00084758, [27] [switch_simplify]: 1.439e-05 [loop_unroll]: 1.325e-05 [a_1]: 0.00029279 [with_stream_mark]: 2.684e-05 [recompute_prepare]: 1.733e-05 [updatestate_depend_eliminate]: 8.74003e-06 [updatestate_assign_eliminate]: 7.38999e-06 [updatestate_loads_eliminate]: 6.54999e-06 [parameter_eliminate]: 2.43e-06 [specialize_transform]: 1.405e-05 [updatestate_useless_node_eliminater]: 1.705e-05 [accelerated_algorithm]: 1.74e-05 [meta_shard_fg_expand]: 3.16999e-06 [get_grad_eliminate_]: 1.25e-05 [merge_forward]: 9.78002e-06 [cell_reuse_recompute_pass]: 4.15999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.236e-05 [j_node_and_user_rematch]: 2.347e-05 [meta_fg_expand]: 4.77e-06 [replace_old_param]: 2.043e-05 [inline_without_move]: 1.309e-05 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 4.48999e-06 [auto_monad_grad]: 2.58e-06 [auto_monad_eliminator]: 2.533e-05 [cse]: 5.262e-05 [replace_applicator]: 1.74e-05 [py_interpret_to_execute_after_opt_a]: 2.502e-05 [rewriter_after_opt_a]: 0.00028883 [convert_after_rewriter]: 1.989e-05 [order_py_execute_after_rewriter]: 9.17999e-06 [mutable_eliminate]: 0.00092218 [jit_opt_b]: 0.00010818, [1] [Cycle 1]: 9.685e-05, [2] [frontend_op_eliminate]: 4.094e-05 [inline_after_opt_a]: 4.072e-05 [cconv]: 4.594e-05 [loop_unroll]: 0.00057097 [jit_opt_after_cconv]: 0.000316, [1] [Cycle 1]: 0.00030706, [11] [c_1]: 6.987e-05 [parameter_eliminate]: 6.29001e-06 [updatestate_depend_eliminate]: 1.579e-05 [updatestate_assign_eliminate]: 7.6e-06 [updatestate_loads_eliminate]: 7.23999e-06 [cse]: 6.689e-05 [call_graph_tuple_transform]: 3.597e-05 [tuple_list_get_item_eliminator]: 1.314e-05 [none_parameter_eliminate]: 1.84e-06 [renormalize]: 9.50007e-07 [switch_simplify]: 1.456e-05 [remove_dup_value]: 4.022e-05 [partial_unused_args_eliminate]: 2.71999e-06 [environ_conv]: 1.597e-05 [add_recomputation]: 0.00010919 [cse_after_recomputation]: 5.986e-05, [1] [Cycle 1]: 5.119e-05, [1] [cse]: 3.936e-05 [auto_monad_reorder]: 3.684e-05 [get_jit_bprop_graph]: 2.71e-06 [rewriter_after_jit_bprop_graph]: 7.51999e-06 [opt_after_jit_grad]: 0.00064585 [symbol_engine_optimizer]: 0.00013877, [1] [Cycle 1]: 0.00013039, [6] [build]: 1.706e-05 [elim_shapecalc]: 1.757e-05 [elim_not_effective]: 2.869e-05 [opt_reshape]: 1.31e-05 [fold_const_symbol]: 1.991e-05 [renormalize]: 7.60017e-07 [validate]: 6.941e-05 Sums bootstrap : 0.000408s : 0.06% type_inference : 0.353820s : 50.08% event_method : 0.000239s : 0.03% auto_monad : 0.000320s : 0.05% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000004s : 0.00% py_interpret_to_execute : 0.000056s : 0.01% rewriter_before_opt_a : 0.000156s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000375s : 0.05% jit_opt_a.loop_unroll : 0.000193s : 0.03% jit_opt_a.a_1 : 0.107339s : 15.19% jit_opt_a.with_stream_mark : 0.000164s : 0.02% jit_opt_a.recompute_prepare : 0.000127s : 0.02% jit_opt_a.updatestate_depend_eliminate : 0.000085s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000044s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000038s : 0.01% jit_opt_a.parameter_eliminate : 0.000015s : 0.00% jit_opt_a.specialize_transform : 0.000079s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000186s : 0.03% jit_opt_a.accelerated_algorithm : 0.000095s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000025s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000058s : 0.01% jit_opt_a.merge_forward : 0.000041s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000012s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000143s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000109s : 0.02% jit_opt_a.meta_fg_expand : 0.007231s : 1.02% jit_opt_a.replace_old_param : 0.000312s : 0.04% jit_opt_a.inline_without_move : 0.000181s : 0.03% jit_opt_a.renormalize : 0.229998s : 32.55% jit_opt_a.add_forward_monad_depend : 0.000055s : 0.01% jit_opt_a.auto_monad_grad : 0.000022s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000227s : 0.03% jit_opt_a.cse : 0.000699s : 0.10% jit_opt_a.replace_applicator : 0.000353s : 0.05% py_interpret_to_execute_after_opt_a : 0.000025s : 0.00% rewriter_after_opt_a : 0.000289s : 0.04% convert_after_rewriter : 0.000020s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000922s : 0.13% jit_opt_b.frontend_op_eliminate : 0.000041s : 0.01% jit_opt_b.inline_after_opt_a : 0.000041s : 0.01% cconv : 0.000046s : 0.01% loop_unroll : 0.000571s : 0.08% jit_opt_after_cconv.c_1 : 0.000070s : 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 : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000067s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000036s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000013s : 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 : 0.000015s : 0.00% remove_dup_value : 0.000040s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000109s : 0.02% cse_after_recomputation.cse : 0.000039s : 0.01% auto_monad_reorder : 0.000037s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000646s : 0.09% symbol_engine_optimizer.build : 0.000017s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000018s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000029s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000013s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000020s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000069s : 0.01% Time group info: ------[substitution.] 0.003431 291 1.60% : 0.000055s : 12: substitution.depend_value_elim 0.12% : 0.000004s : 7: substitution.elim_not_effective 0.08% : 0.000003s : 7: substitution.fold_const_symbol 25.75% : 0.000883s : 4: substitution.getattr_setattr_resolve 0.28% : 0.000010s : 8: substitution.graph_param_transform 53.08% : 0.001821s : 28: substitution.inline 1.34% : 0.000046s : 4: substitution.inline_without_move 0.64% : 0.000022s : 35: substitution.j_node_and_user_rematch 0.77% : 0.000026s : 3: substitution.less_batch_normalization 0.80% : 0.000028s : 13: substitution.minmaximum_grad 0.57% : 0.000019s : 14: substitution.partial_eliminate 0.91% : 0.000031s : 35: substitution.remove_not_recompute_node 2.61% : 0.000090s : 16: substitution.replace_applicator 0.72% : 0.000025s : 19: substitution.replace_old_param 0.34% : 0.000012s : 2: substitution.set_cell_output_no_recompute 0.50% : 0.000017s : 3: substitution.switch_simplify 1.69% : 0.000058s : 13: substitution.tuple_list_convert_item_index_to_positive 1.19% : 0.000041s : 13: substitution.tuple_list_get_item_depend_reorder 3.82% : 0.000131s : 30: substitution.tuple_list_get_item_eliminator 0.98% : 0.000034s : 9: substitution.updatestate_pure_node_eliminater 2.22% : 0.000076s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.353673 2 99.12% : 0.350561s : 1: type_inference.infer 0.88% : 0.003112s : 1: type_inference.specialize ------[replace.] 0.001057 53 6.91% : 0.000073s : 3: replace.getattr_setattr_resolve 52.79% : 0.000558s : 28: replace.inline 4.95% : 0.000052s : 1: replace.replace_applicator 8.15% : 0.000086s : 3: replace.switch_simplify 20.61% : 0.000218s : 17: replace.tuple_list_get_item_eliminator 6.59% : 0.000070s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002735 53 30.28% : 0.000828s : 3: match.getattr_setattr_resolve 65.75% : 0.001798s : 28: match.inline 0.72% : 0.000020s : 1: match.replace_applicator 0.57% : 0.000016s : 3: match.switch_simplify 2.01% : 0.000055s : 17: match.tuple_list_get_item_eliminator 0.67% : 0.000018s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001095 5919 1.45% : 0.000016s : 99: predicate.accumulaten_eliminater 0.33% : 0.000004s : 8: predicate.ad_related_special_op_eliminate 1.44% : 0.000016s : 99: predicate.addn_check_dump 1.52% : 0.000017s : 99: predicate.addn_zero_filter 1.96% : 0.000022s : 99: predicate.arithmetic_simplify 1.56% : 0.000017s : 99: predicate.cast_eliminate 0.17% : 0.000002s : 8: predicate.check_bprop_eliminate 1.75% : 0.000019s : 99: predicate.compare_switch_simplify 1.72% : 0.000019s : 99: predicate.depend_value_elim 1.41% : 0.000015s : 99: predicate.dict_get_item_const_eliminator 1.53% : 0.000017s : 99: predicate.dict_get_item_eliminator 1.44% : 0.000016s : 99: predicate.dict_set_item_eliminator 0.22% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 8: predicate.elim_not_effective 0.16% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.68% : 0.000018s : 99: predicate.environ_add_const_eliminate 1.47% : 0.000016s : 99: predicate.environ_get_add_eliminate 1.65% : 0.000018s : 99: predicate.environ_get_depend_swap 1.51% : 0.000016s : 99: predicate.environ_get_eliminate 1.51% : 0.000017s : 99: predicate.environ_get_set_eliminate 0.05% : 0.000001s : 8: predicate.fold_const_symbol 0.74% : 0.000008s : 42: predicate.get_grad_eliminate 0.54% : 0.000006s : 20: predicate.getattr_setattr_resolve 0.07% : 0.000001s : 8: predicate.graph_param_transform 4.55% : 0.000050s : 160: predicate.inline 1.95% : 0.000021s : 106: predicate.inline_without_move 0.30% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.90% : 0.000010s : 42: predicate.less_batch_normalization 2.18% : 0.000024s : 116: predicate.list_to_tuple_eliminator_ 1.98% : 0.000022s : 124: predicate.load_eliminater 0.32% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.85% : 0.000031s : 171: predicate.loop_unroll_before_grad 1.64% : 0.000018s : 107: predicate.make_slice_get_slice_eliminator 1.36% : 0.000015s : 99: predicate.merge_addn 1.64% : 0.000018s : 99: predicate.minmaximum_grad 0.40% : 0.000004s : 8: predicate.mutable_eliminate 0.14% : 0.000002s : 8: predicate.opt_reshape 2.24% : 0.000024s : 124: predicate.partial_eliminate 1.49% : 0.000016s : 99: predicate.print_const_string_wrapper 1.68% : 0.000018s : 99: predicate.reduce_eliminate 1.79% : 0.000020s : 116: predicate.redundant_stop_gradient_eliminater 0.38% : 0.000004s : 42: predicate.remove_not_recompute_node 2.27% : 0.000025s : 236: predicate.replace_applicator 1.01% : 0.000011s : 106: predicate.replace_old_param 0.09% : 0.000001s : 8: predicate.reset_defer_inline 1.53% : 0.000017s : 99: predicate.reshape_eliminate 1.45% : 0.000016s : 99: predicate.row_tensor_add_zeros_like 0.21% : 0.000002s : 8: predicate.row_tensor_eliminate 1.55% : 0.000017s : 99: predicate.same_eliminate 0.57% : 0.000006s : 52: predicate.set_cell_output_no_recompute 0.25% : 0.000003s : 16: predicate.special_op_eliminate 0.91% : 0.000010s : 50: predicate.specialize_transform 1.50% : 0.000016s : 99: predicate.split_environ_get_set_with_tuple_value 1.43% : 0.000016s : 99: predicate.stack_unstack_eliminate 0.14% : 0.000002s : 8: predicate.switch_call_monad_eliminater 3.74% : 0.000041s : 144: predicate.switch_defer_inline 2.42% : 0.000027s : 144: predicate.switch_layer_defer_inline 5.64% : 0.000062s : 329: predicate.switch_simplify 1.64% : 0.000018s : 99: predicate.tile_eliminate 1.79% : 0.000020s : 99: predicate.transpose_eliminate 1.63% : 0.000018s : 99: predicate.tuple_list_convert_item_index_to_positive 1.76% : 0.000019s : 99: predicate.tuple_list_get_item_depend_reorder 3.47% : 0.000038s : 132: predicate.tuple_list_get_item_eliminator 1.77% : 0.000019s : 99: predicate.tuple_list_set_item_eliminator 2.19% : 0.000024s : 116: predicate.tuple_to_list_eliminator_ 1.82% : 0.000020s : 124: predicate.updatestate_pure_node_eliminater 3.42% : 0.000037s : 168: predicate.updatestate_useless_node_eliminater 1.68% : 0.000018s : 99: predicate.value_based_eliminate 0.13% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.18% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005229 58 54.28% : 0.002839s : 22: func_graph_cloner_run.FuncGraphClonerGraph 9.78% : 0.000511s : 7: func_graph_cloner_run.FuncGraphClonerNode 35.94% : 0.001880s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 1.053466 104 0.01% : 0.000115s : 1: add_recomputation 0.03% : 0.000332s : 1: auto_monad 0.00% : 0.000041s : 1: auto_monad_reorder 0.04% : 0.000441s : 1: bootstrap 0.00% : 0.000050s : 1: cconv 0.00% : 0.000023s : 1: convert_after_rewriter 0.01% : 0.000062s : 1: cse_after_recomputation 0.00% : 0.000019s : 1: environ_conv 0.02% : 0.000252s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000014s : 1: graph_reusing 33.61% : 0.354071s : 1: jit_opt_a 0.03% : 0.000321s : 1: jit_opt_after_cconv 0.01% : 0.000112s : 1: jit_opt_b 0.06% : 0.000585s : 1: loop_unroll 0.09% : 0.000941s : 1: mutable_eliminate 10.39% : 0.109442s : 52: opt.transform.jit_opt_a 0.01% : 0.000128s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000071s : 4: opt.transform.jit_opt_b 0.00% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000033s : 1: opt.transform.mutable_eliminate 0.00% : 0.000051s : 1: opt.transform.opt_after_jit_grad 0.10% : 0.001023s : 2: opt.transform.opt_resolve 0.01% : 0.000076s : 4: opt.transform.symbol_engine_opt 0.06% : 0.000661s : 1: opt_after_jit_grad 0.00% : 0.000013s : 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% : 0.000059s : 1: py_interpret_to_execute 0.00% : 0.000030s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000045s : 1: remove_dup_value 21.32% : 0.224547s : 3: renormalize.infer 0.51% : 0.005404s : 3: renormalize.specialize 0.00% : 0.000010s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000299s : 1: rewriter_after_opt_a 0.02% : 0.000161s : 1: rewriter_before_opt_a 0.01% : 0.000142s : 1: symbol_engine_optimizer 33.59% : 0.353847s : 1: type_inference TotalTime = 0.20377, [30] [bootstrap]: 0.00035919 [type_inference]: 0.0462454 [event_method]: 1.545e-05 [auto_monad]: 0.0001475 [graph_reusing]: 6.64001e-06 [pre_auto_parallel]: 2.72001e-06 [py_interpret_to_execute]: 0.00012485 [rewriter_before_opt_a]: 5.937e-05 [expand_dump_flag]: 3.11999e-06 [jit_opt_a]: 0.152857, [2] [Cycle 1]: 0.148053, [27] [switch_simplify]: 5.273e-05 [loop_unroll]: 2.006e-05 [a_1]: 0.00044928 [with_stream_mark]: 3.081e-05 [recompute_prepare]: 1.109e-05 [updatestate_depend_eliminate]: 7.38e-06 [updatestate_assign_eliminate]: 6.26e-06 [updatestate_loads_eliminate]: 5.04998e-06 [parameter_eliminate]: 2.67001e-06 [specialize_transform]: 1.008e-05 [updatestate_useless_node_eliminater]: 1.189e-05 [accelerated_algorithm]: 9.01002e-06 [meta_shard_fg_expand]: 2.75997e-06 [get_grad_eliminate_]: 7.98999e-06 [merge_forward]: 5.64e-06 [cell_reuse_recompute_pass]: 1.10999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.04e-05 [j_node_and_user_rematch]: 1.377e-05 [meta_fg_expand]: 3.45e-06 [replace_old_param]: 1.288e-05 [inline_without_move]: 8.02e-06 [renormalize]: 0.146957 [add_forward_monad_depend]: 1.5e-05 [auto_monad_grad]: 3.41999e-06 [auto_monad_eliminator]: 3.884e-05 [cse]: 5.188e-05 [replace_applicator]: 3.46e-05 [Cycle 2]: 0.00060107, [27] [switch_simplify]: 1.114e-05 [loop_unroll]: 9.46998e-06 [a_1]: 0.00021326 [with_stream_mark]: 2.601e-05 [recompute_prepare]: 1.161e-05 [updatestate_depend_eliminate]: 7.64002e-06 [updatestate_assign_eliminate]: 5.92999e-06 [updatestate_loads_eliminate]: 4.48999e-06 [parameter_eliminate]: 2.20002e-06 [specialize_transform]: 9.15001e-06 [updatestate_useless_node_eliminater]: 1.107e-05 [accelerated_algorithm]: 8.05999e-06 [meta_shard_fg_expand]: 3.33e-06 [get_grad_eliminate_]: 9.51e-06 [merge_forward]: 5.94e-06 [cell_reuse_recompute_pass]: 4.38999e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.154e-05 [j_node_and_user_rematch]: 1.449e-05 [meta_fg_expand]: 3.48e-06 [replace_old_param]: 1.384e-05 [inline_without_move]: 9.02999e-06 [renormalize]: 7.99773e-08 [add_forward_monad_depend]: 2.43e-06 [auto_monad_grad]: 2.64001e-06 [auto_monad_eliminator]: 1.441e-05 [cse]: 2.331e-05 [replace_applicator]: 1.005e-05 [py_interpret_to_execute_after_opt_a]: 2.415e-05 [rewriter_after_opt_a]: 0.00051343 [convert_after_rewriter]: 1.87e-05 [order_py_execute_after_rewriter]: 6.78e-06 [mutable_eliminate]: 0.00104539 [jit_opt_b]: 8.663e-05, [1] [Cycle 1]: 7.471e-05, [2] [frontend_op_eliminate]: 2.967e-05 [inline_after_opt_a]: 2.959e-05 [cconv]: 4.579e-05 [loop_unroll]: 0.00064059 [jit_opt_after_cconv]: 0.00026079, [1] [Cycle 1]: 0.00025215, [11] [c_1]: 6.163e-05 [parameter_eliminate]: 6.33e-06 [updatestate_depend_eliminate]: 1.61e-05 [updatestate_assign_eliminate]: 5.79e-06 [updatestate_loads_eliminate]: 6.34999e-06 [cse]: 5.112e-05 [call_graph_tuple_transform]: 2.519e-05 [tuple_list_get_item_eliminator]: 9.21998e-06 [none_parameter_eliminate]: 1.95001e-06 [renormalize]: 8.2e-07 [switch_simplify]: 9.70002e-06 [remove_dup_value]: 2.503e-05 [partial_unused_args_eliminate]: 3.08e-06 [environ_conv]: 9.48002e-06 [add_recomputation]: 8.547e-05 [cse_after_recomputation]: 3.132e-05, [1] [Cycle 1]: 2.352e-05, [1] [cse]: 1.662e-05 [auto_monad_reorder]: 2.914e-05 [get_jit_bprop_graph]: 2.83e-06 [rewriter_after_jit_bprop_graph]: 9.60001e-06 [opt_after_jit_grad]: 0.00066087 [symbol_engine_optimizer]: 0.00010859, [1] [Cycle 1]: 9.927e-05, [6] [build]: 6.77002e-06 [elim_shapecalc]: 1.236e-05 [elim_not_effective]: 2.235e-05 [opt_reshape]: 9.40001e-06 [fold_const_symbol]: 1.512e-05 [renormalize]: 5.19998e-07 [validate]: 6.412e-05 Sums bootstrap : 0.000359s : 0.18% type_inference : 0.046245s : 23.27% event_method : 0.000015s : 0.01% auto_monad : 0.000147s : 0.07% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000125s : 0.06% rewriter_before_opt_a : 0.000059s : 0.03% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000064s : 0.03% jit_opt_a.loop_unroll : 0.000030s : 0.01% jit_opt_a.a_1 : 0.000663s : 0.33% jit_opt_a.with_stream_mark : 0.000057s : 0.03% jit_opt_a.recompute_prepare : 0.000023s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000015s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000012s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000010s : 0.00% jit_opt_a.parameter_eliminate : 0.000005s : 0.00% jit_opt_a.specialize_transform : 0.000019s : 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_ : 0.000017s : 0.01% jit_opt_a.merge_forward : 0.000012s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000042s : 0.02% 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 : 0.000027s : 0.01% jit_opt_a.inline_without_move : 0.000017s : 0.01% jit_opt_a.renormalize : 0.146957s : 73.95% jit_opt_a.add_forward_monad_depend : 0.000017s : 0.01% jit_opt_a.auto_monad_grad : 0.000006s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000053s : 0.03% jit_opt_a.cse : 0.000075s : 0.04% jit_opt_a.replace_applicator : 0.000045s : 0.02% py_interpret_to_execute_after_opt_a : 0.000024s : 0.01% rewriter_after_opt_a : 0.000513s : 0.26% convert_after_rewriter : 0.000019s : 0.01% order_py_execute_after_rewriter : 0.000007s : 0.00% mutable_eliminate : 0.001045s : 0.53% jit_opt_b.frontend_op_eliminate : 0.000030s : 0.01% jit_opt_b.inline_after_opt_a : 0.000030s : 0.01% cconv : 0.000046s : 0.02% loop_unroll : 0.000641s : 0.32% jit_opt_after_cconv.c_1 : 0.000062s : 0.03% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 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 : 0.000006s : 0.00% jit_opt_after_cconv.cse : 0.000051s : 0.03% 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 : 0.000010s : 0.00% remove_dup_value : 0.000025s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000009s : 0.00% add_recomputation : 0.000085s : 0.04% cse_after_recomputation.cse : 0.000017s : 0.01% auto_monad_reorder : 0.000029s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000661s : 0.33% symbol_engine_optimizer.build : 0.000007s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000012s : 0.01% symbol_engine_optimizer.elim_not_effective : 0.000022s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000009s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.01% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000064s : 0.03% Time group info: ------[substitution.] 0.000227 43 5.63% : 0.000013s : 2: substitution.depend_value_elim 1.42% : 0.000003s : 4: substitution.elim_not_effective 1.15% : 0.000003s : 4: substitution.fold_const_symbol 3.23% : 0.000007s : 5: substitution.graph_param_transform 66.51% : 0.000151s : 2: substitution.inline 2.25% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.43% : 0.000008s : 8: substitution.remove_not_recompute_node 3.34% : 0.000008s : 2: substitution.replace_old_param 7.65% : 0.000017s : 3: substitution.updatestate_pure_node_eliminater 5.38% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.046173 2 97.89% : 0.045200s : 1: type_inference.infer 2.11% : 0.000972s : 1: type_inference.specialize ------[replace.] 0.000031 2 100.00% : 0.000031s : 2: replace.inline ------[match.] 0.000149 2 100.00% : 0.000149s : 2: match.inline ------[predicate.] 0.000169 767 2.10% : 0.000004s : 11: predicate.accumulaten_eliminater 2.06% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.16% : 0.000002s : 11: predicate.addn_check_dump 1.14% : 0.000002s : 11: predicate.addn_zero_filter 2.09% : 0.000004s : 11: predicate.arithmetic_simplify 1.24% : 0.000002s : 11: predicate.cast_eliminate 0.84% : 0.000001s : 5: predicate.check_bprop_eliminate 1.08% : 0.000002s : 11: predicate.compare_switch_simplify 1.58% : 0.000003s : 11: predicate.depend_value_elim 1.00% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.22% : 0.000002s : 11: predicate.dict_get_item_eliminator 1.17% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.18% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.50% : 0.000001s : 5: predicate.elim_not_effective 0.73% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.25% : 0.000002s : 11: predicate.environ_add_const_eliminate 1.30% : 0.000002s : 11: predicate.environ_get_add_eliminate 0.92% : 0.000002s : 11: predicate.environ_get_depend_swap 1.47% : 0.000002s : 11: predicate.environ_get_eliminate 0.99% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.45% : 0.000001s : 5: predicate.fold_const_symbol 1.26% : 0.000002s : 10: predicate.get_grad_eliminate 0.44% : 0.000001s : 5: predicate.graph_param_transform 4.98% : 0.000008s : 23: predicate.inline 1.37% : 0.000002s : 10: predicate.inline_without_move 0.46% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.25% : 0.000002s : 10: predicate.less_batch_normalization 1.30% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.50% : 0.000003s : 16: predicate.load_eliminater 1.90% : 0.000003s : 5: predicate.loop_unroll_after_grad 2.48% : 0.000004s : 20: predicate.loop_unroll_before_grad 1.89% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.10% : 0.000002s : 11: predicate.merge_addn 1.12% : 0.000002s : 11: predicate.minmaximum_grad 2.97% : 0.000005s : 5: predicate.mutable_eliminate 0.58% : 0.000001s : 5: predicate.opt_reshape 2.15% : 0.000004s : 16: predicate.partial_eliminate 1.04% : 0.000002s : 11: predicate.print_const_string_wrapper 1.54% : 0.000003s : 11: predicate.reduce_eliminate 1.35% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 1.08% : 0.000002s : 10: predicate.remove_not_recompute_node 1.73% : 0.000003s : 21: predicate.replace_applicator 0.85% : 0.000001s : 10: predicate.replace_old_param 0.74% : 0.000001s : 5: predicate.reset_defer_inline 1.17% : 0.000002s : 11: predicate.reshape_eliminate 1.17% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.10% : 0.000002s : 5: predicate.row_tensor_eliminate 1.31% : 0.000002s : 11: predicate.same_eliminate 0.79% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.08% : 0.000002s : 10: predicate.special_op_eliminate 1.14% : 0.000002s : 10: predicate.specialize_transform 1.34% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.34% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.67% : 0.000001s : 5: predicate.switch_call_monad_eliminater 2.00% : 0.000003s : 13: predicate.switch_defer_inline 1.79% : 0.000003s : 13: predicate.switch_layer_defer_inline 5.45% : 0.000009s : 38: predicate.switch_simplify 1.37% : 0.000002s : 11: predicate.tile_eliminate 1.09% : 0.000002s : 11: predicate.transpose_eliminate 1.22% : 0.000002s : 11: predicate.tuple_list_convert_item_index_to_positive 1.21% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.77% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.37% : 0.000002s : 11: predicate.tuple_list_set_item_eliminator 1.38% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.91% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.19% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.27% : 0.000002s : 11: predicate.value_based_eliminate 0.54% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 0.78% : 0.000001s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000473 5 5.89% : 0.000028s : 1: func_graph_cloner_run.FuncGraphClonerGraph 94.11% : 0.000445s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.351839 72 0.03% : 0.000090s : 1: add_recomputation 0.04% : 0.000153s : 1: auto_monad 0.01% : 0.000032s : 1: auto_monad_reorder 0.11% : 0.000393s : 1: bootstrap 0.01% : 0.000049s : 1: cconv 0.01% : 0.000022s : 1: convert_after_rewriter 0.01% : 0.000034s : 1: cse_after_recomputation 0.00% : 0.000012s : 1: environ_conv 0.01% : 0.000021s : 1: event_method 0.00% : 0.000005s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 43.45% : 0.152862s : 1: jit_opt_a 0.08% : 0.000264s : 1: jit_opt_after_cconv 0.03% : 0.000090s : 1: jit_opt_b 0.19% : 0.000655s : 1: loop_unroll 0.30% : 0.001067s : 1: mutable_eliminate 0.28% : 0.000975s : 26: opt.transform.jit_opt_a 0.03% : 0.000102s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000050s : 4: opt.transform.jit_opt_b 0.01% : 0.000021s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000036s : 1: opt.transform.mutable_eliminate 0.01% : 0.000040s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000055s : 4: opt.transform.symbol_engine_opt 0.19% : 0.000675s : 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% : 0.000005s : 1: pre_auto_parallel 0.04% : 0.000129s : 1: py_interpret_to_execute 0.01% : 0.000028s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000028s : 1: remove_dup_value 41.57% : 0.146242s : 1: renormalize.infer 0.20% : 0.000691s : 1: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.15% : 0.000526s : 1: rewriter_after_opt_a 0.02% : 0.000064s : 1: rewriter_before_opt_a 0.03% : 0.000112s : 1: symbol_engine_optimizer 13.15% : 0.046269s : 1: type_inference TotalTime = 0.725625, [30] [bootstrap]: 0.00037898 [type_inference]: 0.317943 [event_method]: 0.120684 [auto_monad]: 0.00038168 [graph_reusing]: 1.022e-05 [pre_auto_parallel]: 4.73001e-06 [py_interpret_to_execute]: 7.087e-05 [rewriter_before_opt_a]: 0.00016807 [expand_dump_flag]: 4.36002e-06 [jit_opt_a]: 0.281824, [4] [Cycle 1]: 0.226542, [27] [switch_simplify]: 0.00022611 [loop_unroll]: 6.04e-05 [a_1]: 0.00146423 [with_stream_mark]: 4.517e-05 [recompute_prepare]: 3.349e-05 [updatestate_depend_eliminate]: 1.404e-05 [updatestate_assign_eliminate]: 1.061e-05 [updatestate_loads_eliminate]: 9.99001e-06 [parameter_eliminate]: 3.97998e-06 [specialize_transform]: 2.127e-05 [updatestate_useless_node_eliminater]: 2.497e-05 [accelerated_algorithm]: 1.854e-05 [meta_shard_fg_expand]: 5.59e-06 [get_grad_eliminate_]: 1.937e-05 [merge_forward]: 1.283e-05 [cell_reuse_recompute_pass]: 1.51998e-06 [cell_reuse_handle_not_recompute_node_pass]: 4.307e-05 [j_node_and_user_rematch]: 3.638e-05 [meta_fg_expand]: 0.0973314 [replace_old_param]: 0.00014273 [inline_without_move]: 0.00013668 [renormalize]: 0.125682 [add_forward_monad_depend]: 2.534e-05 [auto_monad_grad]: 1.105e-05 [auto_monad_eliminator]: 0.0001245 [cse]: 0.00042296 [replace_applicator]: 0.00024626 [Cycle 2]: 0.0482016, [27] [switch_simplify]: 9.297e-05 [loop_unroll]: 8.835e-05 [a_1]: 0.0447592 [with_stream_mark]: 5.448e-05 [recompute_prepare]: 3.944e-05 [updatestate_depend_eliminate]: 1.58e-05 [updatestate_assign_eliminate]: 1.577e-05 [updatestate_loads_eliminate]: 1.476e-05 [parameter_eliminate]: 5.25001e-06 [specialize_transform]: 2.358e-05 [updatestate_useless_node_eliminater]: 0.00010939 [accelerated_algorithm]: 3.633e-05 [meta_shard_fg_expand]: 6.26e-06 [get_grad_eliminate_]: 1.525e-05 [merge_forward]: 9.96e-06 [cell_reuse_recompute_pass]: 1.60001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.304e-05 [j_node_and_user_rematch]: 2.48e-05 [meta_fg_expand]: 0.0001415 [replace_old_param]: 2.721e-05 [inline_without_move]: 1.507e-05 [renormalize]: 0.00214335 [add_forward_monad_depend]: 1.271e-05 [auto_monad_grad]: 2.93e-06 [auto_monad_eliminator]: 3.757e-05 [cse]: 0.00016072 [replace_applicator]: 3.541e-05 [Cycle 3]: 0.00206398, [27] [switch_simplify]: 1.682e-05 [loop_unroll]: 1.498e-05 [a_1]: 0.00036805 [with_stream_mark]: 2.397e-05 [recompute_prepare]: 1.549e-05 [updatestate_depend_eliminate]: 4.039e-05 [updatestate_assign_eliminate]: 7.79997e-06 [updatestate_loads_eliminate]: 6.51e-06 [parameter_eliminate]: 2.72001e-06 [specialize_transform]: 1.445e-05 [updatestate_useless_node_eliminater]: 1.642e-05 [accelerated_algorithm]: 1.68e-05 [meta_shard_fg_expand]: 2.86e-06 [get_grad_eliminate_]: 1.185e-05 [merge_forward]: 8.83001e-06 [cell_reuse_recompute_pass]: 4.98001e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.769e-05 [j_node_and_user_rematch]: 2.093e-05 [meta_fg_expand]: 4.75999e-06 [replace_old_param]: 1.765e-05 [inline_without_move]: 1.176e-05 [renormalize]: 0.00104925 [add_forward_monad_depend]: 9.21998e-06 [auto_monad_grad]: 3.03e-06 [auto_monad_eliminator]: 2.78e-05 [cse]: 0.00010076 [replace_applicator]: 3.002e-05 [Cycle 4]: 0.00073036, [27] [switch_simplify]: 1.44e-05 [loop_unroll]: 1.262e-05 [a_1]: 0.00028218 [with_stream_mark]: 2.14e-05 [recompute_prepare]: 1.27e-05 [updatestate_depend_eliminate]: 8.12e-06 [updatestate_assign_eliminate]: 7.61001e-06 [updatestate_loads_eliminate]: 6.26e-06 [parameter_eliminate]: 2.08002e-06 [specialize_transform]: 1.336e-05 [updatestate_useless_node_eliminater]: 1.531e-05 [accelerated_algorithm]: 1.815e-05 [meta_shard_fg_expand]: 3.08998e-06 [get_grad_eliminate_]: 1.154e-05 [merge_forward]: 8.69e-06 [cell_reuse_recompute_pass]: 3.33998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.73e-05 [j_node_and_user_rematch]: 2.106e-05 [meta_fg_expand]: 4.62e-06 [replace_old_param]: 1.498e-05 [inline_without_move]: 1.124e-05 [renormalize]: 8.00064e-08 [add_forward_monad_depend]: 2.21998e-06 [auto_monad_grad]: 2.17999e-06 [auto_monad_eliminator]: 2.072e-05 [cse]: 3.705e-05 [replace_applicator]: 1.324e-05 [py_interpret_to_execute_after_opt_a]: 2.24e-05 [rewriter_after_opt_a]: 0.00024183 [convert_after_rewriter]: 1.443e-05 [order_py_execute_after_rewriter]: 8.99e-06 [mutable_eliminate]: 0.00109362 [jit_opt_b]: 0.00011539, [1] [Cycle 1]: 0.00010537, [2] [frontend_op_eliminate]: 4.592e-05 [inline_after_opt_a]: 4.338e-05 [cconv]: 0.00017841 [loop_unroll]: 0.00063742 [jit_opt_after_cconv]: 0.0003796, [1] [Cycle 1]: 0.00037119, [11] [c_1]: 7.533e-05 [parameter_eliminate]: 6.98e-06 [updatestate_depend_eliminate]: 6.069e-05 [updatestate_assign_eliminate]: 7.82e-06 [updatestate_loads_eliminate]: 6.76999e-06 [cse]: 8.021e-05 [call_graph_tuple_transform]: 3.722e-05 [tuple_list_get_item_eliminator]: 1.242e-05 [none_parameter_eliminate]: 2.35002e-06 [renormalize]: 8.59989e-07 [switch_simplify]: 1.411e-05 [remove_dup_value]: 3.541e-05 [partial_unused_args_eliminate]: 2.72001e-06 [environ_conv]: 1.58e-05 [add_recomputation]: 0.00010689 [cse_after_recomputation]: 5.14e-05, [1] [Cycle 1]: 4.36e-05, [1] [cse]: 3.6e-05 [auto_monad_reorder]: 3.637e-05 [get_jit_bprop_graph]: 2.43e-06 [rewriter_after_jit_bprop_graph]: 9.52001e-06 [opt_after_jit_grad]: 0.00061133 [symbol_engine_optimizer]: 0.00013325, [1] [Cycle 1]: 0.0001258, [6] [build]: 1.733e-05 [elim_shapecalc]: 1.603e-05 [elim_not_effective]: 2.785e-05 [opt_reshape]: 1.357e-05 [fold_const_symbol]: 1.999e-05 [renormalize]: 6.90023e-07 [validate]: 7.071e-05 Sums bootstrap : 0.000379s : 0.05% type_inference : 0.317943s : 44.17% event_method : 0.120684s : 16.77% auto_monad : 0.000382s : 0.05% graph_reusing : 0.000010s : 0.00% pre_auto_parallel : 0.000005s : 0.00% py_interpret_to_execute : 0.000071s : 0.01% rewriter_before_opt_a : 0.000168s : 0.02% expand_dump_flag : 0.000004s : 0.00% jit_opt_a.switch_simplify : 0.000350s : 0.05% jit_opt_a.loop_unroll : 0.000176s : 0.02% jit_opt_a.a_1 : 0.046874s : 6.51% jit_opt_a.with_stream_mark : 0.000145s : 0.02% jit_opt_a.recompute_prepare : 0.000101s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000078s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000042s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000038s : 0.01% jit_opt_a.parameter_eliminate : 0.000014s : 0.00% jit_opt_a.specialize_transform : 0.000073s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000166s : 0.02% jit_opt_a.accelerated_algorithm : 0.000090s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000018s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000058s : 0.01% jit_opt_a.merge_forward : 0.000040s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000011s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000131s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000103s : 0.01% jit_opt_a.meta_fg_expand : 0.097482s : 13.54% jit_opt_a.replace_old_param : 0.000203s : 0.03% jit_opt_a.inline_without_move : 0.000175s : 0.02% jit_opt_a.renormalize : 0.128875s : 17.90% jit_opt_a.add_forward_monad_depend : 0.000049s : 0.01% jit_opt_a.auto_monad_grad : 0.000019s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000211s : 0.03% jit_opt_a.cse : 0.000721s : 0.10% jit_opt_a.replace_applicator : 0.000325s : 0.05% py_interpret_to_execute_after_opt_a : 0.000022s : 0.00% rewriter_after_opt_a : 0.000242s : 0.03% convert_after_rewriter : 0.000014s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.001094s : 0.15% jit_opt_b.frontend_op_eliminate : 0.000046s : 0.01% jit_opt_b.inline_after_opt_a : 0.000043s : 0.01% cconv : 0.000178s : 0.02% loop_unroll : 0.000637s : 0.09% jit_opt_after_cconv.c_1 : 0.000075s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000061s : 0.01% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000080s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000037s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000012s : 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 : 0.000014s : 0.00% remove_dup_value : 0.000035s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000107s : 0.01% cse_after_recomputation.cse : 0.000036s : 0.01% auto_monad_reorder : 0.000036s : 0.01% get_jit_bprop_graph : 0.000002s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000611s : 0.08% symbol_engine_optimizer.build : 0.000017s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000016s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000028s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000014s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000020s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000071s : 0.01% Time group info: ------[substitution.] 0.003010 291 1.54% : 0.000046s : 12: substitution.depend_value_elim 0.17% : 0.000005s : 7: substitution.elim_not_effective 0.10% : 0.000003s : 7: substitution.fold_const_symbol 34.06% : 0.001025s : 4: substitution.getattr_setattr_resolve 0.33% : 0.000010s : 8: substitution.graph_param_transform 45.46% : 0.001368s : 28: substitution.inline 1.44% : 0.000043s : 4: substitution.inline_without_move 0.67% : 0.000020s : 35: substitution.j_node_and_user_rematch 0.79% : 0.000024s : 3: substitution.less_batch_normalization 0.77% : 0.000023s : 13: substitution.minmaximum_grad 0.46% : 0.000014s : 14: substitution.partial_eliminate 0.85% : 0.000026s : 35: substitution.remove_not_recompute_node 2.43% : 0.000073s : 16: substitution.replace_applicator 0.75% : 0.000023s : 19: substitution.replace_old_param 0.27% : 0.000008s : 2: substitution.set_cell_output_no_recompute 0.53% : 0.000016s : 3: substitution.switch_simplify 1.55% : 0.000047s : 13: substitution.tuple_list_convert_item_index_to_positive 1.13% : 0.000034s : 13: substitution.tuple_list_get_item_depend_reorder 3.46% : 0.000104s : 30: substitution.tuple_list_get_item_eliminator 0.90% : 0.000027s : 9: substitution.updatestate_pure_node_eliminater 2.33% : 0.000070s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.317803 2 99.00% : 0.314623s : 1: type_inference.infer 1.00% : 0.003181s : 1: type_inference.specialize ------[replace.] 0.000832 53 9.52% : 0.000079s : 3: replace.getattr_setattr_resolve 47.24% : 0.000393s : 28: replace.inline 5.26% : 0.000044s : 1: replace.replace_applicator 9.03% : 0.000075s : 3: replace.switch_simplify 22.02% : 0.000183s : 17: replace.tuple_list_get_item_eliminator 6.92% : 0.000058s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002423 53 40.00% : 0.000969s : 3: match.getattr_setattr_resolve 55.67% : 0.001349s : 28: match.inline 0.80% : 0.000019s : 1: match.replace_applicator 0.59% : 0.000014s : 3: match.switch_simplify 2.14% : 0.000052s : 17: match.tuple_list_get_item_eliminator 0.80% : 0.000019s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001052 5919 1.74% : 0.000018s : 99: predicate.accumulaten_eliminater 0.25% : 0.000003s : 8: predicate.ad_related_special_op_eliminate 1.58% : 0.000017s : 99: predicate.addn_check_dump 1.69% : 0.000018s : 99: predicate.addn_zero_filter 1.93% : 0.000020s : 99: predicate.arithmetic_simplify 1.62% : 0.000017s : 99: predicate.cast_eliminate 0.17% : 0.000002s : 8: predicate.check_bprop_eliminate 1.52% : 0.000016s : 99: predicate.compare_switch_simplify 1.65% : 0.000017s : 99: predicate.depend_value_elim 1.42% : 0.000015s : 99: predicate.dict_get_item_const_eliminator 1.60% : 0.000017s : 99: predicate.dict_get_item_eliminator 1.66% : 0.000017s : 99: predicate.dict_set_item_eliminator 0.22% : 0.000002s : 8: predicate.dumpgradient_eliminate 0.09% : 0.000001s : 8: predicate.elim_not_effective 0.16% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.65% : 0.000017s : 99: predicate.environ_add_const_eliminate 1.56% : 0.000016s : 99: predicate.environ_get_add_eliminate 1.45% : 0.000015s : 99: predicate.environ_get_depend_swap 1.59% : 0.000017s : 99: predicate.environ_get_eliminate 1.63% : 0.000017s : 99: predicate.environ_get_set_eliminate 0.06% : 0.000001s : 8: predicate.fold_const_symbol 0.72% : 0.000008s : 42: predicate.get_grad_eliminate 0.79% : 0.000008s : 20: predicate.getattr_setattr_resolve 0.08% : 0.000001s : 8: predicate.graph_param_transform 4.31% : 0.000045s : 160: predicate.inline 1.97% : 0.000021s : 106: predicate.inline_without_move 0.32% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.88% : 0.000009s : 42: predicate.less_batch_normalization 1.80% : 0.000019s : 116: predicate.list_to_tuple_eliminator_ 2.06% : 0.000022s : 124: predicate.load_eliminater 0.29% : 0.000003s : 8: predicate.loop_unroll_after_grad 2.63% : 0.000028s : 171: predicate.loop_unroll_before_grad 1.92% : 0.000020s : 107: predicate.make_slice_get_slice_eliminator 1.52% : 0.000016s : 99: predicate.merge_addn 1.68% : 0.000018s : 99: predicate.minmaximum_grad 0.57% : 0.000006s : 8: predicate.mutable_eliminate 0.18% : 0.000002s : 8: predicate.opt_reshape 2.13% : 0.000022s : 124: predicate.partial_eliminate 1.55% : 0.000016s : 99: predicate.print_const_string_wrapper 1.87% : 0.000020s : 99: predicate.reduce_eliminate 1.92% : 0.000020s : 116: predicate.redundant_stop_gradient_eliminater 0.42% : 0.000004s : 42: predicate.remove_not_recompute_node 2.28% : 0.000024s : 236: predicate.replace_applicator 0.92% : 0.000010s : 106: predicate.replace_old_param 0.12% : 0.000001s : 8: predicate.reset_defer_inline 1.68% : 0.000018s : 99: predicate.reshape_eliminate 1.56% : 0.000016s : 99: predicate.row_tensor_add_zeros_like 0.17% : 0.000002s : 8: predicate.row_tensor_eliminate 1.59% : 0.000017s : 99: predicate.same_eliminate 0.52% : 0.000006s : 52: predicate.set_cell_output_no_recompute 0.36% : 0.000004s : 16: predicate.special_op_eliminate 0.87% : 0.000009s : 50: predicate.specialize_transform 1.49% : 0.000016s : 99: predicate.split_environ_get_set_with_tuple_value 1.78% : 0.000019s : 99: predicate.stack_unstack_eliminate 0.14% : 0.000002s : 8: predicate.switch_call_monad_eliminater 2.94% : 0.000031s : 144: predicate.switch_defer_inline 2.51% : 0.000026s : 144: predicate.switch_layer_defer_inline 6.44% : 0.000068s : 329: predicate.switch_simplify 1.58% : 0.000017s : 99: predicate.tile_eliminate 1.59% : 0.000017s : 99: predicate.transpose_eliminate 1.71% : 0.000018s : 99: predicate.tuple_list_convert_item_index_to_positive 1.63% : 0.000017s : 99: predicate.tuple_list_get_item_depend_reorder 2.84% : 0.000030s : 132: predicate.tuple_list_get_item_eliminator 1.71% : 0.000018s : 99: predicate.tuple_list_set_item_eliminator 1.88% : 0.000020s : 116: predicate.tuple_to_list_eliminator_ 1.92% : 0.000020s : 124: predicate.updatestate_pure_node_eliminater 2.99% : 0.000031s : 168: predicate.updatestate_useless_node_eliminater 1.56% : 0.000016s : 99: predicate.value_based_eliminate 0.14% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.23% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.005097 58 57.50% : 0.002930s : 22: func_graph_cloner_run.FuncGraphClonerGraph 6.93% : 0.000353s : 7: func_graph_cloner_run.FuncGraphClonerNode 35.58% : 0.001813s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.904593 104 0.01% : 0.000111s : 1: add_recomputation 0.04% : 0.000394s : 1: auto_monad 0.00% : 0.000039s : 1: auto_monad_reorder 0.05% : 0.000409s : 1: bootstrap 0.02% : 0.000185s : 1: cconv 0.00% : 0.000018s : 1: convert_after_rewriter 0.01% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000018s : 1: environ_conv 13.35% : 0.120725s : 1: event_method 0.00% : 0.000007s : 1: expand_dump_flag 0.00% : 0.000006s : 1: get_jit_bprop_graph 0.00% : 0.000013s : 1: graph_reusing 31.16% : 0.281828s : 1: jit_opt_a 0.04% : 0.000384s : 1: jit_opt_after_cconv 0.01% : 0.000119s : 1: jit_opt_b 0.07% : 0.000650s : 1: loop_unroll 0.12% : 0.001110s : 1: mutable_eliminate 5.39% : 0.048730s : 52: opt.transform.jit_opt_a 0.01% : 0.000134s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000077s : 4: opt.transform.jit_opt_b 0.00% : 0.000026s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000041s : 1: opt.transform.mutable_eliminate 0.01% : 0.000046s : 1: opt.transform.opt_after_jit_grad 0.13% : 0.001192s : 2: opt.transform.opt_resolve 0.01% : 0.000073s : 4: opt.transform.symbol_engine_opt 0.07% : 0.000623s : 1: opt_after_jit_grad 0.01% : 0.000076s : 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% : 0.000074s : 1: py_interpret_to_execute 0.00% : 0.000025s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000038s : 1: remove_dup_value 13.70% : 0.123913s : 3: renormalize.infer 0.54% : 0.004906s : 3: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.03% : 0.000247s : 1: rewriter_after_opt_a 0.02% : 0.000172s : 1: rewriter_before_opt_a 0.02% : 0.000136s : 1: symbol_engine_optimizer 35.15% : 0.317970s : 1: type_inference TotalTime = 0.331931, [30] [bootstrap]: 0.00034342 [type_inference]: 0.218419 [event_method]: 1.861e-05 [auto_monad]: 0.00015923 [graph_reusing]: 7.07002e-06 [pre_auto_parallel]: 2.91999e-06 [py_interpret_to_execute]: 0.00013755 [rewriter_before_opt_a]: 5.929e-05 [expand_dump_flag]: 3.48999e-06 [jit_opt_a]: 0.00740746, [2] [Cycle 1]: 0.00232177, [27] [switch_simplify]: 5.7e-05 [loop_unroll]: 1.992e-05 [a_1]: 0.00047383 [with_stream_mark]: 3.501e-05 [recompute_prepare]: 1.249e-05 [updatestate_depend_eliminate]: 6.71999e-06 [updatestate_assign_eliminate]: 5.75001e-06 [updatestate_loads_eliminate]: 4.72e-06 [parameter_eliminate]: 2.16e-06 [specialize_transform]: 1.025e-05 [updatestate_useless_node_eliminater]: 1.264e-05 [accelerated_algorithm]: 8.43001e-06 [meta_shard_fg_expand]: 2.67001e-06 [get_grad_eliminate_]: 8.90999e-06 [merge_forward]: 5.89999e-06 [cell_reuse_recompute_pass]: 1.48002e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.234e-05 [j_node_and_user_rematch]: 1.601e-05 [meta_fg_expand]: 3.78001e-06 [replace_old_param]: 1.383e-05 [inline_without_move]: 8.23999e-06 [renormalize]: 0.0012269 [add_forward_monad_depend]: 1.136e-05 [auto_monad_grad]: 3.36999e-06 [auto_monad_eliminator]: 3.144e-05 [cse]: 4.25e-05 [replace_applicator]: 2.827e-05 [Cycle 2]: 0.00055834, [27] [switch_simplify]: 9.62999e-06 [loop_unroll]: 8.44002e-06 [a_1]: 0.00019137 [with_stream_mark]: 2.075e-05 [recompute_prepare]: 9.84001e-06 [updatestate_depend_eliminate]: 6.63e-06 [updatestate_assign_eliminate]: 5.50001e-06 [updatestate_loads_eliminate]: 4.45e-06 [parameter_eliminate]: 2.27999e-06 [specialize_transform]: 9.00999e-06 [updatestate_useless_node_eliminater]: 1.121e-05 [accelerated_algorithm]: 8.17e-06 [meta_shard_fg_expand]: 2.16e-06 [get_grad_eliminate_]: 8.37998e-06 [merge_forward]: 6.15002e-06 [cell_reuse_recompute_pass]: 3.77998e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.229e-05 [j_node_and_user_rematch]: 1.399e-05 [meta_fg_expand]: 3.19001e-06 [replace_old_param]: 1.222e-05 [inline_without_move]: 8.03999e-06 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.71999e-06 [auto_monad_grad]: 1.73002e-06 [auto_monad_eliminator]: 1.579e-05 [cse]: 2.258e-05 [replace_applicator]: 1.045e-05 [py_interpret_to_execute_after_opt_a]: 2.321e-05 [rewriter_after_opt_a]: 0.00050433 [convert_after_rewriter]: 2.257e-05 [order_py_execute_after_rewriter]: 8.12998e-06 [mutable_eliminate]: 0.102275 [jit_opt_b]: 9.819e-05, [1] [Cycle 1]: 8.365e-05, [2] [frontend_op_eliminate]: 2.922e-05 [inline_after_opt_a]: 3.437e-05 [cconv]: 6.914e-05 [loop_unroll]: 0.00066868 [jit_opt_after_cconv]: 0.00027449, [1] [Cycle 1]: 0.00026491, [11] [c_1]: 6.425e-05 [parameter_eliminate]: 6.91999e-06 [updatestate_depend_eliminate]: 1.779e-05 [updatestate_assign_eliminate]: 5.92999e-06 [updatestate_loads_eliminate]: 5.14998e-06 [cse]: 5.403e-05 [call_graph_tuple_transform]: 2.643e-05 [tuple_list_get_item_eliminator]: 9.29998e-06 [none_parameter_eliminate]: 1.77999e-06 [renormalize]: 1.07998e-06 [switch_simplify]: 1.024e-05 [remove_dup_value]: 2.43e-05 [partial_unused_args_eliminate]: 3.18e-06 [environ_conv]: 1.024e-05 [add_recomputation]: 8.752e-05 [cse_after_recomputation]: 3.9e-05, [1] [Cycle 1]: 2.993e-05, [1] [cse]: 2.059e-05 [auto_monad_reorder]: 3.088e-05 [get_jit_bprop_graph]: 2.94999e-06 [rewriter_after_jit_bprop_graph]: 9.52001e-06 [opt_after_jit_grad]: 0.00071653 [symbol_engine_optimizer]: 0.00011649, [1] [Cycle 1]: 0.00010666, [6] [build]: 8.74003e-06 [elim_shapecalc]: 1.34e-05 [elim_not_effective]: 2.512e-05 [opt_reshape]: 1.01e-05 [fold_const_symbol]: 1.545e-05 [renormalize]: 1.42e-06 [validate]: 6.472e-05 Sums bootstrap : 0.000343s : 0.11% type_inference : 0.218419s : 66.89% event_method : 0.000019s : 0.01% auto_monad : 0.000159s : 0.05% graph_reusing : 0.000007s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000138s : 0.04% rewriter_before_opt_a : 0.000059s : 0.02% expand_dump_flag : 0.000003s : 0.00% jit_opt_a.switch_simplify : 0.000067s : 0.02% jit_opt_a.loop_unroll : 0.000028s : 0.01% jit_opt_a.a_1 : 0.000665s : 0.20% jit_opt_a.with_stream_mark : 0.000056s : 0.02% jit_opt_a.recompute_prepare : 0.000022s : 0.01% 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 : 0.000009s : 0.00% 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 : 0.000024s : 0.01% jit_opt_a.accelerated_algorithm : 0.000017s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000005s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000017s : 0.01% jit_opt_a.merge_forward : 0.000012s : 0.00% jit_opt_a.cell_reuse_recompute_pass : 0.000005s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000045s : 0.01% jit_opt_a.j_node_and_user_rematch : 0.000030s : 0.01% jit_opt_a.meta_fg_expand : 0.000007s : 0.00% jit_opt_a.replace_old_param : 0.000026s : 0.01% jit_opt_a.inline_without_move : 0.000016s : 0.00% jit_opt_a.renormalize : 0.001227s : 0.38% jit_opt_a.add_forward_monad_depend : 0.000014s : 0.00% jit_opt_a.auto_monad_grad : 0.000005s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000047s : 0.01% jit_opt_a.cse : 0.000065s : 0.02% jit_opt_a.replace_applicator : 0.000039s : 0.01% py_interpret_to_execute_after_opt_a : 0.000023s : 0.01% rewriter_after_opt_a : 0.000504s : 0.15% convert_after_rewriter : 0.000023s : 0.01% order_py_execute_after_rewriter : 0.000008s : 0.00% mutable_eliminate : 0.102275s : 31.32% jit_opt_b.frontend_op_eliminate : 0.000029s : 0.01% jit_opt_b.inline_after_opt_a : 0.000034s : 0.01% cconv : 0.000069s : 0.02% loop_unroll : 0.000669s : 0.20% jit_opt_after_cconv.c_1 : 0.000064s : 0.02% jit_opt_after_cconv.parameter_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000018s : 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 : 0.000054s : 0.02% jit_opt_after_cconv.call_graph_tuple_transform : 0.000026s : 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 : 0.000010s : 0.00% remove_dup_value : 0.000024s : 0.01% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000010s : 0.00% add_recomputation : 0.000088s : 0.03% cse_after_recomputation.cse : 0.000021s : 0.01% auto_monad_reorder : 0.000031s : 0.01% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000010s : 0.00% opt_after_jit_grad : 0.000717s : 0.22% symbol_engine_optimizer.build : 0.000009s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000013s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000025s : 0.01% symbol_engine_optimizer.opt_reshape : 0.000010s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000015s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000065s : 0.02% Time group info: ------[substitution.] 0.000239 43 4.87% : 0.000012s : 2: substitution.depend_value_elim 1.52% : 0.000004s : 4: substitution.elim_not_effective 0.77% : 0.000002s : 4: substitution.fold_const_symbol 3.12% : 0.000007s : 5: substitution.graph_param_transform 69.53% : 0.000166s : 2: substitution.inline 2.28% : 0.000005s : 8: substitution.j_node_and_user_rematch 3.19% : 0.000008s : 8: substitution.remove_not_recompute_node 3.02% : 0.000007s : 2: substitution.replace_old_param 6.68% : 0.000016s : 3: substitution.updatestate_pure_node_eliminater 5.01% : 0.000012s : 5: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.218333 2 99.51% : 0.217262s : 1: type_inference.infer 0.49% : 0.001072s : 1: type_inference.specialize ------[replace.] 0.000032 2 100.00% : 0.000032s : 2: replace.inline ------[match.] 0.000164 2 100.00% : 0.000164s : 2: match.inline ------[predicate.] 0.000167 767 1.05% : 0.000002s : 11: predicate.accumulaten_eliminater 1.67% : 0.000003s : 5: predicate.ad_related_special_op_eliminate 1.13% : 0.000002s : 11: predicate.addn_check_dump 1.21% : 0.000002s : 11: predicate.addn_zero_filter 1.91% : 0.000003s : 11: predicate.arithmetic_simplify 1.20% : 0.000002s : 11: predicate.cast_eliminate 0.53% : 0.000001s : 5: predicate.check_bprop_eliminate 0.92% : 0.000002s : 11: predicate.compare_switch_simplify 1.56% : 0.000003s : 11: predicate.depend_value_elim 1.29% : 0.000002s : 11: predicate.dict_get_item_const_eliminator 1.16% : 0.000002s : 11: predicate.dict_get_item_eliminator 0.97% : 0.000002s : 11: predicate.dict_set_item_eliminator 1.18% : 0.000002s : 5: predicate.dumpgradient_eliminate 0.62% : 0.000001s : 5: predicate.elim_not_effective 0.70% : 0.000001s : 5: predicate.elim_shapecalc_of_broadcastargs 1.14% : 0.000002s : 11: predicate.environ_add_const_eliminate 0.94% : 0.000002s : 11: predicate.environ_get_add_eliminate 1.38% : 0.000002s : 11: predicate.environ_get_depend_swap 1.01% : 0.000002s : 11: predicate.environ_get_eliminate 1.34% : 0.000002s : 11: predicate.environ_get_set_eliminate 0.28% : 0.000000s : 5: predicate.fold_const_symbol 1.32% : 0.000002s : 10: predicate.get_grad_eliminate 0.28% : 0.000000s : 5: predicate.graph_param_transform 6.20% : 0.000010s : 23: predicate.inline 1.02% : 0.000002s : 10: predicate.inline_without_move 0.48% : 0.000001s : 10: predicate.j_node_and_user_rematch 1.32% : 0.000002s : 10: predicate.less_batch_normalization 1.22% : 0.000002s : 11: predicate.list_to_tuple_eliminator_ 1.85% : 0.000003s : 16: predicate.load_eliminater 2.54% : 0.000004s : 5: predicate.loop_unroll_after_grad 2.20% : 0.000004s : 20: predicate.loop_unroll_before_grad 1.88% : 0.000003s : 16: predicate.make_slice_get_slice_eliminator 1.00% : 0.000002s : 11: predicate.merge_addn 1.00% : 0.000002s : 11: predicate.minmaximum_grad 4.76% : 0.000008s : 5: predicate.mutable_eliminate 0.68% : 0.000001s : 5: predicate.opt_reshape 1.90% : 0.000003s : 16: predicate.partial_eliminate 1.08% : 0.000002s : 11: predicate.print_const_string_wrapper 1.31% : 0.000002s : 11: predicate.reduce_eliminate 1.29% : 0.000002s : 11: predicate.redundant_stop_gradient_eliminater 1.01% : 0.000002s : 10: predicate.remove_not_recompute_node 2.19% : 0.000004s : 21: predicate.replace_applicator 0.91% : 0.000002s : 10: predicate.replace_old_param 0.77% : 0.000001s : 5: predicate.reset_defer_inline 1.01% : 0.000002s : 11: predicate.reshape_eliminate 1.15% : 0.000002s : 11: predicate.row_tensor_add_zeros_like 1.00% : 0.000002s : 5: predicate.row_tensor_eliminate 1.23% : 0.000002s : 11: predicate.same_eliminate 0.89% : 0.000001s : 10: predicate.set_cell_output_no_recompute 1.31% : 0.000002s : 10: predicate.special_op_eliminate 1.18% : 0.000002s : 10: predicate.specialize_transform 1.07% : 0.000002s : 11: predicate.split_environ_get_set_with_tuple_value 1.25% : 0.000002s : 11: predicate.stack_unstack_eliminate 0.71% : 0.000001s : 5: predicate.switch_call_monad_eliminater 1.76% : 0.000003s : 13: predicate.switch_defer_inline 1.37% : 0.000002s : 13: predicate.switch_layer_defer_inline 5.47% : 0.000009s : 38: predicate.switch_simplify 1.18% : 0.000002s : 11: predicate.tile_eliminate 1.04% : 0.000002s : 11: predicate.transpose_eliminate 1.70% : 0.000003s : 11: predicate.tuple_list_convert_item_index_to_positive 1.18% : 0.000002s : 11: predicate.tuple_list_get_item_depend_reorder 3.48% : 0.000006s : 21: predicate.tuple_list_get_item_eliminator 1.81% : 0.000003s : 11: predicate.tuple_list_set_item_eliminator 1.25% : 0.000002s : 11: predicate.tuple_to_list_eliminator_ 1.61% : 0.000003s : 16: predicate.updatestate_pure_node_eliminater 3.25% : 0.000005s : 26: predicate.updatestate_useless_node_eliminater 1.18% : 0.000002s : 11: predicate.value_based_eliminate 0.50% : 0.000001s : 5: predicate.virtual_view_grad_eliminate 1.00% : 0.000002s : 5: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.000387 5 12.62% : 0.000049s : 1: func_graph_cloner_run.FuncGraphClonerGraph 87.38% : 0.000338s : 4: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.334303 72 0.03% : 0.000093s : 1: add_recomputation 0.05% : 0.000165s : 1: auto_monad 0.01% : 0.000035s : 1: auto_monad_reorder 0.11% : 0.000376s : 1: bootstrap 0.02% : 0.000074s : 1: cconv 0.01% : 0.000027s : 1: convert_after_rewriter 0.01% : 0.000042s : 1: cse_after_recomputation 0.00% : 0.000013s : 1: environ_conv 0.01% : 0.000025s : 1: event_method 0.00% : 0.000006s : 1: expand_dump_flag 0.00% : 0.000005s : 1: get_jit_bprop_graph 0.00% : 0.000010s : 1: graph_reusing 2.22% : 0.007413s : 1: jit_opt_a 0.08% : 0.000278s : 1: jit_opt_after_cconv 0.03% : 0.000103s : 1: jit_opt_b 0.21% : 0.000686s : 1: loop_unroll 30.60% : 0.102310s : 1: mutable_eliminate 0.29% : 0.000976s : 26: opt.transform.jit_opt_a 0.03% : 0.000106s : 4: opt.transform.jit_opt_after_cconv 0.02% : 0.000052s : 4: opt.transform.jit_opt_b 0.01% : 0.000027s : 1: opt.transform.loop_unroll_optimizer 0.01% : 0.000048s : 1: opt.transform.mutable_eliminate 0.01% : 0.000042s : 1: opt.transform.opt_after_jit_grad 0.02% : 0.000060s : 4: opt.transform.symbol_engine_opt 0.22% : 0.000736s : 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% : 0.000005s : 1: pre_auto_parallel 0.04% : 0.000143s : 1: py_interpret_to_execute 0.01% : 0.000027s : 1: py_interpret_to_execute_after_opt_a 0.01% : 0.000028s : 1: remove_dup_value 0.22% : 0.000742s : 1: renormalize.infer 0.14% : 0.000471s : 1: renormalize.specialize 0.00% : 0.000012s : 1: rewriter_after_jit_bprop_graph 0.16% : 0.000519s : 1: rewriter_after_opt_a 0.02% : 0.000065s : 1: rewriter_before_opt_a 0.04% : 0.000120s : 1: symbol_engine_optimizer 65.34% : 0.218447s : 1: type_inference TotalTime = 0.712021, [30] [bootstrap]: 0.00033997 [type_inference]: 0.414236 [event_method]: 0.00023763 [auto_monad]: 0.00029694 [graph_reusing]: 1.067e-05 [pre_auto_parallel]: 3.28998e-06 [py_interpret_to_execute]: 4.722e-05 [rewriter_before_opt_a]: 0.00023138 [expand_dump_flag]: 4.82998e-06 [jit_opt_a]: 0.292718, [4] [Cycle 1]: 0.155058, [27] [switch_simplify]: 0.00021886 [loop_unroll]: 5.82e-05 [a_1]: 0.00151552 [with_stream_mark]: 4.501e-05 [recompute_prepare]: 3.182e-05 [updatestate_depend_eliminate]: 1.369e-05 [updatestate_assign_eliminate]: 1.041e-05 [updatestate_loads_eliminate]: 9.86e-06 [parameter_eliminate]: 3.81999e-06 [specialize_transform]: 2.081e-05 [updatestate_useless_node_eliminater]: 2.52e-05 [accelerated_algorithm]: 2.033e-05 [meta_shard_fg_expand]: 6.17999e-06 [get_grad_eliminate_]: 1.913e-05 [merge_forward]: 1.217e-05 [cell_reuse_recompute_pass]: 1.45999e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.97e-05 [j_node_and_user_rematch]: 3.623e-05 [meta_fg_expand]: 0.00686209 [replace_old_param]: 0.129267 [inline_without_move]: 0.00017936 [renormalize]: 0.0155172 [add_forward_monad_depend]: 2.346e-05 [auto_monad_grad]: 1.336e-05 [auto_monad_eliminator]: 0.00012375 [cse]: 0.00033525 [replace_applicator]: 0.00024222 [Cycle 2]: 0.130349, [27] [switch_simplify]: 9.026e-05 [loop_unroll]: 8.584e-05 [a_1]: 0.127146 [with_stream_mark]: 4.786e-05 [recompute_prepare]: 4.09e-05 [updatestate_depend_eliminate]: 1.622e-05 [updatestate_assign_eliminate]: 1.596e-05 [updatestate_loads_eliminate]: 1.462e-05 [parameter_eliminate]: 5.32999e-06 [specialize_transform]: 2.535e-05 [updatestate_useless_node_eliminater]: 9.638e-05 [accelerated_algorithm]: 3.755e-05 [meta_shard_fg_expand]: 6.36e-06 [get_grad_eliminate_]: 1.602e-05 [merge_forward]: 9.69e-06 [cell_reuse_recompute_pass]: 1.62001e-06 [cell_reuse_handle_not_recompute_node_pass]: 3.248e-05 [j_node_and_user_rematch]: 2.557e-05 [meta_fg_expand]: 0.00012645 [replace_old_param]: 2.445e-05 [inline_without_move]: 1.461e-05 [renormalize]: 0.00195807 [add_forward_monad_depend]: 1.043e-05 [auto_monad_grad]: 3.35003e-06 [auto_monad_eliminator]: 3.467e-05 [cse]: 0.00017179 [replace_applicator]: 3.222e-05 [Cycle 3]: 0.00202025, [27] [switch_simplify]: 1.554e-05 [loop_unroll]: 1.49e-05 [a_1]: 0.00034705 [with_stream_mark]: 2.284e-05 [recompute_prepare]: 1.486e-05 [updatestate_depend_eliminate]: 4.017e-05 [updatestate_assign_eliminate]: 7.80998e-06 [updatestate_loads_eliminate]: 6.78e-06 [parameter_eliminate]: 2.48998e-06 [specialize_transform]: 1.433e-05 [updatestate_useless_node_eliminater]: 1.598e-05 [accelerated_algorithm]: 1.875e-05 [meta_shard_fg_expand]: 3.43e-06 [get_grad_eliminate_]: 1.191e-05 [merge_forward]: 7.73999e-06 [cell_reuse_recompute_pass]: 4e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.893e-05 [j_node_and_user_rematch]: 2.037e-05 [meta_fg_expand]: 4.53001e-06 [replace_old_param]: 1.666e-05 [inline_without_move]: 1.12e-05 [renormalize]: 0.00105613 [add_forward_monad_depend]: 9.04e-06 [auto_monad_grad]: 2.15002e-06 [auto_monad_eliminator]: 2.63e-05 [cse]: 9.266e-05 [replace_applicator]: 2.653e-05 [Cycle 4]: 0.00072769, [27] [switch_simplify]: 1.368e-05 [loop_unroll]: 1.203e-05 [a_1]: 0.00027161 [with_stream_mark]: 1.95e-05 [recompute_prepare]: 1.173e-05 [updatestate_depend_eliminate]: 8.55999e-06 [updatestate_assign_eliminate]: 7.28e-06 [updatestate_loads_eliminate]: 6.21998e-06 [parameter_eliminate]: 1.72001e-06 [specialize_transform]: 1.31e-05 [updatestate_useless_node_eliminater]: 1.455e-05 [accelerated_algorithm]: 1.616e-05 [meta_shard_fg_expand]: 2.94999e-06 [get_grad_eliminate_]: 1.165e-05 [merge_forward]: 7.05998e-06 [cell_reuse_recompute_pass]: 2.91e-06 [cell_reuse_handle_not_recompute_node_pass]: 2.77e-05 [j_node_and_user_rematch]: 2.192e-05 [meta_fg_expand]: 4.35e-06 [replace_old_param]: 1.593e-05 [inline_without_move]: 1.271e-05 [renormalize]: 6.99947e-08 [add_forward_monad_depend]: 2.59999e-06 [auto_monad_grad]: 1.24e-06 [auto_monad_eliminator]: 2.031e-05 [cse]: 4.264e-05 [replace_applicator]: 1.598e-05 [py_interpret_to_execute_after_opt_a]: 2.082e-05 [rewriter_after_opt_a]: 0.00023055 [convert_after_rewriter]: 1.532e-05 [order_py_execute_after_rewriter]: 8.72e-06 [mutable_eliminate]: 0.00091737 [jit_opt_b]: 0.00010442, [1] [Cycle 1]: 9.369e-05, [2] [frontend_op_eliminate]: 3.915e-05 [inline_after_opt_a]: 3.969e-05 [cconv]: 4.124e-05 [loop_unroll]: 0.00057341 [jit_opt_after_cconv]: 0.00032814, [1] [Cycle 1]: 0.00031955, [11] [c_1]: 7.777e-05 [parameter_eliminate]: 6.36998e-06 [updatestate_depend_eliminate]: 1.769e-05 [updatestate_assign_eliminate]: 7.68001e-06 [updatestate_loads_eliminate]: 7.05998e-06 [cse]: 7.387e-05 [call_graph_tuple_transform]: 3.737e-05 [tuple_list_get_item_eliminator]: 1.41e-05 [none_parameter_eliminate]: 1.94999e-06 [renormalize]: 6.19999e-07 [switch_simplify]: 1.381e-05 [remove_dup_value]: 3.459e-05 [partial_unused_args_eliminate]: 3.04999e-06 [environ_conv]: 1.648e-05 [add_recomputation]: 0.00010599 [cse_after_recomputation]: 5.173e-05, [1] [Cycle 1]: 4.451e-05, [1] [cse]: 3.493e-05 [auto_monad_reorder]: 3.484e-05 [get_jit_bprop_graph]: 2.71e-06 [rewriter_after_jit_bprop_graph]: 8.43001e-06 [opt_after_jit_grad]: 0.00089555 [symbol_engine_optimizer]: 0.00014892, [1] [Cycle 1]: 0.00014003, [6] [build]: 1.877e-05 [elim_shapecalc]: 1.718e-05 [elim_not_effective]: 2.998e-05 [opt_reshape]: 1.519e-05 [fold_const_symbol]: 2.359e-05 [renormalize]: 6.39993e-07 [validate]: 7.108e-05 Sums bootstrap : 0.000340s : 0.05% type_inference : 0.414236s : 58.67% event_method : 0.000238s : 0.03% auto_monad : 0.000297s : 0.04% graph_reusing : 0.000011s : 0.00% pre_auto_parallel : 0.000003s : 0.00% py_interpret_to_execute : 0.000047s : 0.01% rewriter_before_opt_a : 0.000231s : 0.03% expand_dump_flag : 0.000005s : 0.00% jit_opt_a.switch_simplify : 0.000338s : 0.05% jit_opt_a.loop_unroll : 0.000171s : 0.02% jit_opt_a.a_1 : 0.129280s : 18.31% jit_opt_a.with_stream_mark : 0.000135s : 0.02% jit_opt_a.recompute_prepare : 0.000099s : 0.01% jit_opt_a.updatestate_depend_eliminate : 0.000079s : 0.01% jit_opt_a.updatestate_assign_eliminate : 0.000041s : 0.01% jit_opt_a.updatestate_loads_eliminate : 0.000037s : 0.01% jit_opt_a.parameter_eliminate : 0.000013s : 0.00% jit_opt_a.specialize_transform : 0.000074s : 0.01% jit_opt_a.updatestate_useless_node_eliminater : 0.000152s : 0.02% jit_opt_a.accelerated_algorithm : 0.000093s : 0.01% jit_opt_a.meta_shard_fg_expand : 0.000019s : 0.00% jit_opt_a.get_grad_eliminate_ : 0.000059s : 0.01% jit_opt_a.merge_forward : 0.000037s : 0.01% jit_opt_a.cell_reuse_recompute_pass : 0.000010s : 0.00% jit_opt_a.cell_reuse_handle_not_recompute_node_pass : 0.000129s : 0.02% jit_opt_a.j_node_and_user_rematch : 0.000104s : 0.01% jit_opt_a.meta_fg_expand : 0.006997s : 0.99% jit_opt_a.replace_old_param : 0.129324s : 18.32% jit_opt_a.inline_without_move : 0.000218s : 0.03% jit_opt_a.renormalize : 0.018531s : 2.62% jit_opt_a.add_forward_monad_depend : 0.000046s : 0.01% jit_opt_a.auto_monad_grad : 0.000020s : 0.00% jit_opt_a.auto_monad_eliminator : 0.000205s : 0.03% jit_opt_a.cse : 0.000642s : 0.09% jit_opt_a.replace_applicator : 0.000317s : 0.04% py_interpret_to_execute_after_opt_a : 0.000021s : 0.00% rewriter_after_opt_a : 0.000231s : 0.03% convert_after_rewriter : 0.000015s : 0.00% order_py_execute_after_rewriter : 0.000009s : 0.00% mutable_eliminate : 0.000917s : 0.13% jit_opt_b.frontend_op_eliminate : 0.000039s : 0.01% jit_opt_b.inline_after_opt_a : 0.000040s : 0.01% cconv : 0.000041s : 0.01% loop_unroll : 0.000573s : 0.08% jit_opt_after_cconv.c_1 : 0.000078s : 0.01% jit_opt_after_cconv.parameter_eliminate : 0.000006s : 0.00% jit_opt_after_cconv.updatestate_depend_eliminate : 0.000018s : 0.00% jit_opt_after_cconv.updatestate_assign_eliminate : 0.000008s : 0.00% jit_opt_after_cconv.updatestate_loads_eliminate : 0.000007s : 0.00% jit_opt_after_cconv.cse : 0.000074s : 0.01% jit_opt_after_cconv.call_graph_tuple_transform : 0.000037s : 0.01% jit_opt_after_cconv.tuple_list_get_item_eliminator : 0.000014s : 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 : 0.000014s : 0.00% remove_dup_value : 0.000035s : 0.00% partial_unused_args_eliminate : 0.000003s : 0.00% environ_conv : 0.000016s : 0.00% add_recomputation : 0.000106s : 0.02% cse_after_recomputation.cse : 0.000035s : 0.00% auto_monad_reorder : 0.000035s : 0.00% get_jit_bprop_graph : 0.000003s : 0.00% rewriter_after_jit_bprop_graph : 0.000008s : 0.00% opt_after_jit_grad : 0.000896s : 0.13% symbol_engine_optimizer.build : 0.000019s : 0.00% symbol_engine_optimizer.elim_shapecalc : 0.000017s : 0.00% symbol_engine_optimizer.elim_not_effective : 0.000030s : 0.00% symbol_engine_optimizer.opt_reshape : 0.000015s : 0.00% symbol_engine_optimizer.fold_const_symbol : 0.000024s : 0.00% symbol_engine_optimizer.renormalize : 0.000001s : 0.00% validate : 0.000071s : 0.01% Time group info: ------[substitution.] 0.003066 291 1.47% : 0.000045s : 12: substitution.depend_value_elim 0.12% : 0.000004s : 7: substitution.elim_not_effective 0.10% : 0.000003s : 7: substitution.fold_const_symbol 28.41% : 0.000871s : 4: substitution.getattr_setattr_resolve 0.35% : 0.000011s : 8: substitution.graph_param_transform 50.60% : 0.001551s : 28: substitution.inline 2.20% : 0.000068s : 4: substitution.inline_without_move 0.71% : 0.000022s : 35: substitution.j_node_and_user_rematch 0.79% : 0.000024s : 3: substitution.less_batch_normalization 0.78% : 0.000024s : 13: substitution.minmaximum_grad 0.47% : 0.000014s : 14: substitution.partial_eliminate 0.89% : 0.000027s : 35: substitution.remove_not_recompute_node 2.33% : 0.000071s : 16: substitution.replace_applicator 0.92% : 0.000028s : 19: substitution.replace_old_param 0.32% : 0.000010s : 2: substitution.set_cell_output_no_recompute 0.54% : 0.000017s : 3: substitution.switch_simplify 1.57% : 0.000048s : 13: substitution.tuple_list_convert_item_index_to_positive 1.10% : 0.000034s : 13: substitution.tuple_list_get_item_depend_reorder 3.42% : 0.000105s : 30: substitution.tuple_list_get_item_eliminator 0.85% : 0.000026s : 9: substitution.updatestate_pure_node_eliminater 2.04% : 0.000063s : 16: substitution.updatestate_useless_node_eliminater ------[type_inference.] 0.414097 2 99.28% : 0.411118s : 1: type_inference.infer 0.72% : 0.002979s : 1: type_inference.specialize ------[replace.] 0.123733 53 0.06% : 0.000070s : 3: replace.getattr_setattr_resolve 0.37% : 0.000455s : 28: replace.inline 0.03% : 0.000040s : 1: replace.replace_applicator 0.06% : 0.000070s : 3: replace.switch_simplify 99.45% : 0.123047s : 17: replace.tuple_list_get_item_eliminator 0.04% : 0.000050s : 1: replace.updatestate_useless_node_eliminater ------[match.] 0.002444 53 33.48% : 0.000818s : 3: match.getattr_setattr_resolve 62.78% : 0.001534s : 28: match.inline 0.73% : 0.000018s : 1: match.replace_applicator 0.62% : 0.000015s : 3: match.switch_simplify 1.81% : 0.000044s : 17: match.tuple_list_get_item_eliminator 0.57% : 0.000014s : 1: match.updatestate_useless_node_eliminater ------[predicate.] 0.001038 5919 1.58% : 0.000016s : 99: predicate.accumulaten_eliminater 0.29% : 0.000003s : 8: predicate.ad_related_special_op_eliminate 1.48% : 0.000015s : 99: predicate.addn_check_dump 1.57% : 0.000016s : 99: predicate.addn_zero_filter 1.95% : 0.000020s : 99: predicate.arithmetic_simplify 1.74% : 0.000018s : 99: predicate.cast_eliminate 0.18% : 0.000002s : 8: predicate.check_bprop_eliminate 1.52% : 0.000016s : 99: predicate.compare_switch_simplify 1.61% : 0.000017s : 99: predicate.depend_value_elim 1.61% : 0.000017s : 99: predicate.dict_get_item_const_eliminator 1.64% : 0.000017s : 99: predicate.dict_get_item_eliminator 1.57% : 0.000016s : 99: predicate.dict_set_item_eliminator 0.28% : 0.000003s : 8: predicate.dumpgradient_eliminate 0.12% : 0.000001s : 8: predicate.elim_not_effective 0.17% : 0.000002s : 8: predicate.elim_shapecalc_of_broadcastargs 1.49% : 0.000015s : 99: predicate.environ_add_const_eliminate 1.55% : 0.000016s : 99: predicate.environ_get_add_eliminate 1.48% : 0.000015s : 99: predicate.environ_get_depend_swap 1.49% : 0.000015s : 99: predicate.environ_get_eliminate 1.44% : 0.000015s : 99: predicate.environ_get_set_eliminate 0.07% : 0.000001s : 8: predicate.fold_const_symbol 0.80% : 0.000008s : 42: predicate.get_grad_eliminate 0.62% : 0.000006s : 20: predicate.getattr_setattr_resolve 0.07% : 0.000001s : 8: predicate.graph_param_transform 4.15% : 0.000043s : 160: predicate.inline 2.41% : 0.000025s : 106: predicate.inline_without_move 0.29% : 0.000003s : 42: predicate.j_node_and_user_rematch 0.94% : 0.000010s : 42: predicate.less_batch_normalization 2.02% : 0.000021s : 116: predicate.list_to_tuple_eliminator_ 2.05% : 0.000021s : 124: predicate.load_eliminater 0.37% : 0.000004s : 8: predicate.loop_unroll_after_grad 2.65% : 0.000028s : 171: predicate.loop_unroll_before_grad 1.79% : 0.000019s : 107: predicate.make_slice_get_slice_eliminator 1.48% : 0.000015s : 99: predicate.merge_addn 1.76% : 0.000018s : 99: predicate.minmaximum_grad 0.42% : 0.000004s : 8: predicate.mutable_eliminate 0.16% : 0.000002s : 8: predicate.opt_reshape 2.13% : 0.000022s : 124: predicate.partial_eliminate 1.54% : 0.000016s : 99: predicate.print_const_string_wrapper 1.69% : 0.000018s : 99: predicate.reduce_eliminate 1.86% : 0.000019s : 116: predicate.redundant_stop_gradient_eliminater 0.37% : 0.000004s : 42: predicate.remove_not_recompute_node 2.36% : 0.000025s : 236: predicate.replace_applicator 1.06% : 0.000011s : 106: predicate.replace_old_param 0.11% : 0.000001s : 8: predicate.reset_defer_inline 1.82% : 0.000019s : 99: predicate.reshape_eliminate 1.50% : 0.000016s : 99: predicate.row_tensor_add_zeros_like 0.27% : 0.000003s : 8: predicate.row_tensor_eliminate 1.57% : 0.000016s : 99: predicate.same_eliminate 0.50% : 0.000005s : 52: predicate.set_cell_output_no_recompute 0.29% : 0.000003s : 16: predicate.special_op_eliminate 0.96% : 0.000010s : 50: predicate.specialize_transform 1.54% : 0.000016s : 99: predicate.split_environ_get_set_with_tuple_value 1.56% : 0.000016s : 99: predicate.stack_unstack_eliminate 0.16% : 0.000002s : 8: predicate.switch_call_monad_eliminater 3.56% : 0.000037s : 144: predicate.switch_defer_inline 2.51% : 0.000026s : 144: predicate.switch_layer_defer_inline 5.54% : 0.000057s : 329: predicate.switch_simplify 1.85% : 0.000019s : 99: predicate.tile_eliminate 1.74% : 0.000018s : 99: predicate.transpose_eliminate 1.67% : 0.000017s : 99: predicate.tuple_list_convert_item_index_to_positive 1.68% : 0.000017s : 99: predicate.tuple_list_get_item_depend_reorder 2.95% : 0.000031s : 132: predicate.tuple_list_get_item_eliminator 1.65% : 0.000017s : 99: predicate.tuple_list_set_item_eliminator 1.91% : 0.000020s : 116: predicate.tuple_to_list_eliminator_ 1.91% : 0.000020s : 124: predicate.updatestate_pure_node_eliminater 3.05% : 0.000032s : 168: predicate.updatestate_useless_node_eliminater 1.57% : 0.000016s : 99: predicate.value_based_eliminate 0.14% : 0.000001s : 8: predicate.virtual_view_grad_eliminate 0.19% : 0.000002s : 8: predicate.zero_like_fill_zero ------[func_graph_cloner_run.] 0.004767 58 57.96% : 0.002763s : 22: func_graph_cloner_run.FuncGraphClonerGraph 9.35% : 0.000446s : 7: func_graph_cloner_run.FuncGraphClonerNode 32.69% : 0.001558s : 29: func_graph_cloner_run.FuncGraphSpecializer ------[meta_graph.] 0.000000 0 ------[manager.] 0.000000 0 ------[pynative] 0.000000 0 ------[others.] 0.992030 104 0.01% : 0.000110s : 1: add_recomputation 0.03% : 0.000309s : 1: auto_monad 0.00% : 0.000038s : 1: auto_monad_reorder 0.04% : 0.000362s : 1: bootstrap 0.00% : 0.000044s : 1: cconv 0.00% : 0.000020s : 1: convert_after_rewriter 0.01% : 0.000054s : 1: cse_after_recomputation 0.00% : 0.000019s : 1: environ_conv 0.03% : 0.000250s : 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 29.51% : 0.292723s : 1: jit_opt_a 0.03% : 0.000332s : 1: jit_opt_after_cconv 0.01% : 0.000107s : 1: jit_opt_b 0.06% : 0.000584s : 1: loop_unroll 0.09% : 0.000933s : 1: mutable_eliminate 26.24% : 0.260266s : 52: opt.transform.jit_opt_a 0.01% : 0.000138s : 4: opt.transform.jit_opt_after_cconv 0.01% : 0.000069s : 4: opt.transform.jit_opt_b 0.00% : 0.000029s : 1: opt.transform.loop_unroll_optimizer 0.00% : 0.000031s : 1: opt.transform.mutable_eliminate 0.01% : 0.000057s : 1: opt.transform.opt_after_jit_grad 0.10% : 0.001006s : 2: opt.transform.opt_resolve 0.01% : 0.000082s : 4: opt.transform.symbol_engine_opt 0.09% : 0.000911s : 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% : 0.000006s : 1: pre_auto_parallel 0.01% : 0.000050s : 1: py_interpret_to_execute 0.00% : 0.000024s : 1: py_interpret_to_execute_after_opt_a 0.00% : 0.000038s : 1: remove_dup_value 1.40% : 0.013916s : 3: renormalize.infer 0.46% : 0.004575s : 3: renormalize.specialize 0.00% : 0.000011s : 1: rewriter_after_jit_bprop_graph 0.02% : 0.000238s : 1: rewriter_after_opt_a 0.02% : 0.000238s : 1: rewriter_before_opt_a 0.02% : 0.000152s : 1: symbol_engine_optimizer 41.76% : 0.414265s : 1: type_inference . [hook] pytest_runtest_teardown:test_select_negative_dim[KBK] tests/st/mint/test_select.py::test_select_negative_dim[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 301.24s (0:05:01) ==================